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Posted to commits@tvm.apache.org by tq...@apache.org on 2020/07/24 16:22:09 UTC
[incubator-tvm-site] branch asf-site updated: Docs build at Fri Jul
24 09:19:29 PDT 2020
This is an automated email from the ASF dual-hosted git repository.
tqchen pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/incubator-tvm-site.git
The following commit(s) were added to refs/heads/asf-site by this push:
new 0323c5a Docs build at Fri Jul 24 09:19:29 PDT 2020
0323c5a is described below
commit 0323c5acfe11befa5a011a23e01b578bf2535681
Author: tqchen <tq...@octoml.ai>
AuthorDate: Fri Jul 24 09:19:29 2020 -0700
Docs build at Fri Jul 24 09:19:29 PDT 2020
---
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docs/tutorials/frontend/deploy_quantized.html | 2 +-
docs/tutorials/frontend/deploy_sparse.html | 2 +-
docs/tutorials/frontend/deploy_ssd_gluoncv.html | 2 +-
docs/tutorials/frontend/from_caffe2.html | 2 +-
docs/tutorials/frontend/from_coreml.html | 2 +-
docs/tutorials/frontend/from_darknet.html | 2 +-
docs/tutorials/frontend/from_keras.html | 2 +-
docs/tutorials/frontend/from_mxnet.html | 2 +-
docs/tutorials/frontend/from_onnx.html | 8 +-
docs/tutorials/frontend/from_pytorch.html | 2 +-
docs/tutorials/frontend/from_tensorflow.html | 4 +-
docs/tutorials/frontend/from_tflite.html | 2 +-
docs/tutorials/frontend/sg_execution_times.html | 40 +-
docs/tutorials/frontend/using_external_lib.html | 2 +-
docs/tutorials/index.html | 2 +-
docs/tutorials/language/extern_op.html | 2 +-
docs/tutorials/language/intrin_math.html | 2 +-
docs/tutorials/language/reduction.html | 6 +-
docs/tutorials/language/scan.html | 2 +-
docs/tutorials/language/schedule_primitives.html | 24 +-
docs/tutorials/language/sg_execution_times.html | 20 +-
docs/tutorials/language/tedd.html | 2 +-
docs/tutorials/language/tensorize.html | 6 +-
docs/tutorials/language/tuple_inputs.html | 18 +-
docs/tutorials/micro/micro_tflite.html | 2 +-
docs/tutorials/micro/sg_execution_times.html | 6 +-
docs/tutorials/optimize/opt_conv_cuda.html | 4 +-
docs/tutorials/optimize/opt_conv_tensorcore.html | 4 +-
docs/tutorials/optimize/opt_gemm.html | 26 +-
.../optimize/opt_matmul_auto_tensorcore.html | 2 +-
docs/tutorials/optimize/sg_execution_times.html | 12 +-
docs/tutorials/relay_quick_start.html | 106 +-
docs/tutorials/sg_execution_times.html | 10 +-
docs/tutorials/tensor_expr_get_started.html | 4 +-
docs/tutorials/topi/intro_topi.html | 4 +-
docs/tutorials/topi/sg_execution_times.html | 6 +-
docs/vta/dev/config.html | 2 +-
docs/vta/dev/hardware.html | 2 +-
docs/vta/dev/index.html | 2 +-
docs/vta/index.html | 2 +-
docs/vta/install.html | 2 +-
docs/vta/tutorials/autotvm/sg_execution_times.html | 6 +-
docs/vta/tutorials/autotvm/tune_relay_vta.html | 186 +-
.../tutorials/frontend/deploy_classification.html | 20 +-
docs/vta/tutorials/frontend/deploy_detection.html | 4 +-
.../vta/tutorials/frontend/sg_execution_times.html | 8 +-
docs/vta/tutorials/index.html | 2 +-
docs/vta/tutorials/matrix_multiply.html | 6 +-
docs/vta/tutorials/optimize/convolution_opt.html | 10 +-
.../tutorials/optimize/matrix_multiply_opt.html | 10 +-
.../vta/tutorials/optimize/sg_execution_times.html | 8 +-
docs/vta/tutorials/sg_execution_times.html | 8 +-
docs/vta/tutorials/vta_get_started.html | 2 +-
422 files changed, 9147 insertions(+), 4993 deletions(-)
diff --git a/docs/_downloads/85ba00b8ada85b8c5367f37b526a8caa/tune_relay_x86.py b/docs/_downloads/85ba00b8ada85b8c5367f37b526a8caa/tune_relay_x86.py
index dcc5b25..92fdafb 100644
--- a/docs/_downloads/85ba00b8ada85b8c5367f37b526a8caa/tune_relay_x86.py
+++ b/docs/_downloads/85ba00b8ada85b8c5367f37b526a8caa/tune_relay_x86.py
@@ -114,6 +114,11 @@ os.environ["TVM_NUM_THREADS"] = str(num_threads)
# We will use local mode for tuning configuration. RPC tracker
# mode can be setup similarly to the approach in
# :ref:`tune_relay_arm` tutorial.
+#
+# To perform a precise measurement, we should repeat the measurement several
+# times and use the average of results. In addition, we need to flush the cache
+# for the weight tensors between repeated measurements. This can make the measured
+# latency of one operator closer to its actual latency during end-to-end inference.
tuning_option = {
'log_filename': log_file,
@@ -122,8 +127,9 @@ tuning_option = {
'measure_option': autotvm.measure_option(
builder=autotvm.LocalBuilder(),
- runner=autotvm.LocalRunner(number=10, repeat=1,
- min_repeat_ms=1000),
+ runner=autotvm.LocalRunner(number=1, repeat=10,
+ min_repeat_ms=0,
+ enable_cpu_cache_flush=True),
),
}
diff --git a/docs/_downloads/b9891d1a23f84eec3271025d99d005f7/tune_relay_x86.ipynb b/docs/_downloads/b9891d1a23f84eec3271025d99d005f7/tune_relay_x86.ipynb
index e705461..99ab3fd 100644
--- a/docs/_downloads/b9891d1a23f84eec3271025d99d005f7/tune_relay_x86.ipynb
+++ b/docs/_downloads/b9891d1a23f84eec3271025d99d005f7/tune_relay_x86.ipynb
@@ -51,7 +51,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "Configure tensor tuning settings and create tasks\n-------------------------------------------------\nTo get better kernel execution performance on x86 CPU,\nwe need to change data layout of convolution kernel from\n\"NCHW\" to \"NCHWc\". To deal with this situation, we define\nconv2d_NCHWc operator in topi. We will tune this operator\ninstead of plain conv2d.\n\nWe will use local mode for tuning configuration. RPC tracker\nmode can be setup similarly to the approach in\n`tune_r [...]
+ "Configure tensor tuning settings and create tasks\n-------------------------------------------------\nTo get better kernel execution performance on x86 CPU,\nwe need to change data layout of convolution kernel from\n\"NCHW\" to \"NCHWc\". To deal with this situation, we define\nconv2d_NCHWc operator in topi. We will tune this operator\ninstead of plain conv2d.\n\nWe will use local mode for tuning configuration. RPC tracker\nmode can be setup similarly to the approach in\n`tune_r [...]
]
},
{
@@ -62,7 +62,7 @@
},
"outputs": [],
"source": [
- "tuning_option = {\n 'log_filename': log_file,\n 'tuner': 'random',\n 'early_stopping': None,\n\n 'measure_option': autotvm.measure_option(\n builder=autotvm.LocalBuilder(),\n runner=autotvm.LocalRunner(number=10, repeat=1,\n min_repeat_ms=1000),\n ),\n}\n\n\n# You can skip the implementation of this function for this tutorial.\ndef tune_kernels(tasks,\n measure_option,\n tuner='gridsea [...]
+ "tuning_option = {\n 'log_filename': log_file,\n 'tuner': 'random',\n 'early_stopping': None,\n\n 'measure_option': autotvm.measure_option(\n builder=autotvm.LocalBuilder(),\n runner=autotvm.LocalRunner(number=1, repeat=10,\n min_repeat_ms=0,\n enable_cpu_cache_flush=True),\n ),\n}\n\n\n# You can skip the implementation of this function for this tutorial.\ndef tune_kernels(tasks,\n [...]
]
},
{
diff --git a/docs/_sources/contribute/release_process.rst.txt b/docs/_sources/contribute/release_process.rst.txt
index 9fca35a..3e2239f 100644
--- a/docs/_sources/contribute/release_process.rst.txt
+++ b/docs/_sources/contribute/release_process.rst.txt
@@ -74,6 +74,8 @@ To cut a release candidate, one needs to first cut a branch using selected versi
git branch v0.6.0
git push --set-upstream origin v0.6.0
+(*Make sure the version numbers in the source code are correct.* Run :code:`python3 version.py` to update the version.)
+
Go to the GitHub repositories "releases" tab and click "Draft a new release",
- Provide the release tag in the form of “v1.0.0.rc0” where 0 means it’s the first release candidate
@@ -88,7 +90,7 @@ Remove previous release candidate (if applied),
.. code-block:: bash
- git push --delete origin 0.6.0.rc1
+ git push --delete origin v0.6.0.rc1
Create source code artifacts,
@@ -177,9 +179,20 @@ After the vote passes, to upload the binaries to Apache mirrors, you move the bi
curl "https://dist.apache.org/repos/dist/dev/incubator/tvm/KEYS" > svn-tvm/KEYS
(cd svn-tvm && svn ci --username $ASF_USERNAME --password "$ASF_PASSWORD" -m"Update KEYS")
+Remember to create a new release TAG (v0.6.0 in this case) on Github and remove the pre-release candidate TAG.
+
+ .. code-block:: bash
+
+ git push --delete origin v0.6.0.rc2
+
Update the TVM Website
----------------------
The website repository is located at `https://github.com/apache/incubator-tvm-site <https://github.com/apache/incubator-tvm-site>`_. Modify the download page to include the release artifacts as well as the GPG signature and SHA hash.
+
+Post the Announcement
+---------------------
+
+Send out an announcement email to general@incubator.apache.org, announce@apache.org, and dev@tvm.apache.org. The announcement should include the link to release note and download page.
diff --git a/docs/_sources/deploy/arm_compute_lib.rst.txt b/docs/_sources/deploy/arm_compute_lib.rst.txt
new file mode 100644
index 0000000..28abc9c
--- /dev/null
+++ b/docs/_sources/deploy/arm_compute_lib.rst.txt
@@ -0,0 +1,139 @@
+.. Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+.. http://www.apache.org/licenses/LICENSE-2.0
+
+.. Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+Relay Arm|reg| Compute Library Integration
+==========================================
+
+Introduction
+------------
+
+Arm Compute Library (ACL) is an open source project that provides accelerated kernels for Arm CPU's
+and GPU's. Currently the integration offloads operators to ACL to use hand-crafted assembler
+routines in the library. By offloading select operators from a relay graph to ACL we can achieve
+a performance boost on such devices.
+
+Building with ACL support
+-------------------------
+
+The current implementation has two separate build options in cmake. The reason for this split is
+because ACL cannot be used on an x86 machine. However, we still want to be able compile an ACL
+runtime module on an x86 machine.
+
+* USE_ARM_COMPUTE_LIB=ON/OFF - Enabling this flag will add support for compiling an ACL runtime module.
+* USE_ARM_COMPUTE_LIB_GRAPH_RUNTIME=ON/OFF/path-to-acl - Enabling this flag will allow the graph runtime to
+ compute the ACL offloaded functions.
+
+These flags can be used in different scenarios depending on your setup. For example, if you want
+to compile an ACL module on an x86 machine and then run the module on a remote Arm device via RPC, you will
+need to use USE_ARM_COMPUTE_LIB=ON on the x86 machine and USE_ARM_COMPUTE_LIB_GRAPH_RUNTIME=ON on the remote
+AArch64 device.
+
+Usage
+-----
+
+.. note::
+
+ This section may not stay up-to-date with changes to the API.
+
+Create a relay graph. This may be a single operator or a whole graph. The intention is that any
+relay graph can be input. The ACL integration will only pick supported operators to be offloaded
+whilst the rest will be computed via TVM. (For this example we will use a single
+max_pool2d operator).
+
+.. code:: python
+
+ import tvm
+ from tvm import relay
+
+ data_type = "float32"
+ data_shape = (1, 14, 14, 512)
+ strides = (2, 2)
+ padding = (0, 0, 0, 0)
+ pool_size = (2, 2)
+ layout = "NHWC"
+ output_shape = (1, 7, 7, 512)
+
+ data = relay.var('data', shape=data_shape, dtype=data_type)
+ out = relay.nn.max_pool2d(data, pool_size=pool_size, strides=strides, layout=layout, padding=padding)
+ module = tvm.IRModule.from_expr(out)
+
+
+Annotate and partition the graph for ACL.
+
+..code:: python
+
+ from tvm.relay.op.contrib.arm_compute_lib import partition_for_arm_compute_lib
+ module = partition_for_arm_compute_lib(module)
+
+
+Build the Relay graph.
+
+.. code:: python
+
+ target = "llvm -mtriple=aarch64-linux-gnu -mattr=+neon"
+ with tvm.transform.PassContext(opt_level=3, disabled_pass=["AlterOpLayout"]):
+ lib = relay.build(module, target=target)
+
+
+Export the module.
+
+.. code:: python
+
+ lib_path = '~/lib_acl.so'
+ cross_compile = 'aarch64-linux-gnu-c++'
+ lib.export_library(lib_path, cc=cross_compile)
+
+
+Run Inference. This must be on an Arm device. If compiling on x86 device and running on AArch64,
+consider using the RPC mechanism. Tutorials for using the RPC mechanism:
+https://tvm.apache.org/docs/tutorials/cross_compilation_and_rpc.html#sphx-glr-tutorials-cross-compilation-and-rpc-py
+
+.. code:: python
+
+ ctx = tvm.cpu(0)
+ loaded_lib = tvm.runtime.load_module('lib_acl.so')
+ gen_module = tvm.contrib.graph_runtime.GraphModule(loaded_lib['default'](ctx))
+ d_data = np.random.uniform(0, 1, data_shape).astype(data_type)
+ map_inputs = {'data': d_data}
+ gen_module.set_input(**map_inputs)
+ gen_module.run()
+
+
+More examples
+-------------
+The example above only shows a basic example of how ACL can be used for offloading a single
+Maxpool2D. If you would like to see more examples for each implemented operator and for
+networks refer to the tests: `tests/python/contrib/test_arm_compute_lib`. Here you can modify
+`infrastructure.py` to use the remote device you have setup.
+
+
+Adding a new operator
+---------------------
+Adding a new operator requires changes to a series of places. This section will give a hint on
+what needs to be changed and where, it will not however dive into the complexities for an
+individual operator. This is left to the developer.
+
+There are a series of files we need to make changes to:
+* `python/relay/op/contrib/arm_compute_lib.py` In this file we define the operators we wish to offload using the
+`op.register` decorator. This will mean the annotation pass recognizes this operator as ACL
+offloadable.
+* `src/relay/backend/contrib/arm_compute_lib/codegen.cc` Implement `Create[OpName]JSONNode` method. This is where we
+declare how the operator should be represented by JSON. This will be used to create the ACL module.
+* `src/runtime/contrib/arm_compute_lib/acl_kernel.h` Implement `Create[OpName]Layer` method. This is where we
+define how the JSON representation can be used to create an ACL function. We simply define how to
+translate from the JSON representation to ACL API.
+* `tests/python/contrib/test_arm_compute_lib` Add unit tests for the given operator.
diff --git a/docs/_sources/deploy/index.rst.txt b/docs/_sources/deploy/index.rst.txt
index 53455ed..b38a7f5 100644
--- a/docs/_sources/deploy/index.rst.txt
+++ b/docs/_sources/deploy/index.rst.txt
@@ -68,3 +68,4 @@ target device without relying on RPC. see the following resources on how to do s
android
integrate
hls
+ arm_compute_lib
diff --git a/docs/_sources/dev/index.rst.txt b/docs/_sources/dev/index.rst.txt
index be29a1f..8852341 100644
--- a/docs/_sources/dev/index.rst.txt
+++ b/docs/_sources/dev/index.rst.txt
@@ -15,28 +15,384 @@
specific language governing permissions and limitations
under the License.
-Design and Developer Guide
-==========================
+Design and Architecture
+=======================
+
+This document is intended for developers who want to understand the
+architecture of TVM and/or actively develop on the project.
+This page is organized as follows:
+
+- The `Example Compilation Flow`_ gives an overview of the steps that TVM takes to turn a high level description of a model into a deployable module.
+ To get started, please read this section first.
+- The `Logical Architecture Components`_ section describes the logical components.
+ The sections after are specific guides focused on each logical component, organized
+ by the component's name.
+- The `How Tos`_ section contains useful tutorials to solve specific development problems.
+
+This guide provides a few complementary views of the architecture.
+First, we review a single end-to-end compilation flow and discuss the key data structures and the transformations.
+This runtime-based view focuses on the interactions of each components when running the compiler.
+Then we will review the logical modules of the codebase and their relationship. This part provides a static overarching view of the design.
+
+
+Example Compilation Flow
+------------------------
+
+In this guide, we will study an example compilation flow in the compiler. The figure below shows the flow. At a high-level, it contains several steps:
+
+- Import: The frontend component ingests a model into an IRModule, which contains a collection of functions that internally represent the model.
+- Transformation: The compiler transforms an IRModule to another functionally equivalent or approximately
+ equivalent(e.g. in the case of quantization) IRModule. Many of the transformatons are target (backend) independent.
+ We also allow target to affect the configuration of the transformation pipeline.
+- Target Translation: The compiler translates(codegen) the IRModule to an executable format specified by the target.
+ The target translation result is encapsulated as a `runtime.Module` that can be exported, loaded, and executed on the target runtime environment.
+- Runtime Execution: the user loads back a `runtime.Module` and runs the compiled functions in the supported runtime environment.
+
+
+.. figure:: https://raw.githubusercontent.com/tvmai/web-data/master/images/design/tvm_dyn_workflow.svg
+ :align: center
+ :width: 85%
+
+
+Key data structures
+~~~~~~~~~~~~~~~~~~~
+
+One of the best ways to design and understand a complex system is to identify the key data structures and APIs that
+manipulate (transform) these data structures. Once we identified the key data structures, we can then breakdown a system into logical
+components that either define a collection of key data structures or transformations among the data structures.
+
+**IRModule** is the primary data structure used across the entire stack. An IRModule (intermediate representation module)
+contains a collection of functions. Currently, we support two primary variants of functions.
+
+- **relay::Function** is a high-level functional program representation. A relay.Function usually corresponds to an end-to-end model.
+ You can view a relay.Function as a computational graph with additional support for control-flow, recursion, and complex data structures.
+- **tir::PrimFunc** is a low-level program representation that contains elements including loop-nest choices, multi-dimensional load/store,
+ threading, and vector/tensor instructions. It is usually used to represent an operator program that executes a (possibly-fused) layer in a model.
+
+During the compilation, a relay function may be lowered to multiple tir::PrimFunc functions and a top-level function that calls into
+those tir::PrimFunc functions.
+
+Transformations
+~~~~~~~~~~~~~~~
+
+Now that we have covered the key data structures, let us talk about the transformations. Each transformation could serve one of the following purposes:
+
+- optimization: transform a program to an equivalent, possibly more optimized version.
+- lowering: transform a program to a lower-level representation that is closer to the target.
+
+**relay/transform** contains a collection of passes that optimize the model. The optimizations include common program
+optimizations such as constant folding and dead-code elimination, and tensor-computation specific passes such as layout
+transformation and scaling factor folding.
+
+Near the end of the relay optimization pipeline, we will run a pass(FuseOps) to break the end-to-end function(e.g. MobileNet)
+into sub-function(e.g. conv2d-relu) segments. We call these segments of functions.
+This process helps us to divide the original problem into two sub-problems:
+
+- Compilation and optimization for each sub-function.
+- Overall execution structure: we need to do a sequence of calls into the generated sub-functions to execute the whole model.
+
+We use the low-level tir phase to compile and optimize each sub-functions. For specific targets, we may also directly go to the target translation
+phase and use external code generators.
+
+There are a few different ways(in relay/backend) to handle the calls into the overall execution problem. For simple models with known shapes and no control flow, we can lower to a graph runtime that stores the execution structure in a graph. We also support a virtual machine backend for dynamic executions. Finally, we plan to support ahead of time compilation that compiles the high-level execution structure into the executable and generated primitive functions. All of these execution mod [...]
+
+**tir/transform** contains transformation passes for TIR level functions. Many tir passes serve the purpose of lowering. For example, there are passes to flatten multi-dimensional access to one-dimensional pointer access, to expand the intrinsics into target-specific ones, and to decorate the function entry to meet the runtime calling convention. Of course, there are also optimizations passes, such as access index simplification and dead code elimination.
+
+Many low-level optimizations can be handled in the target phase by the LLVM, CUDA C, and other target compilers. As a result, we leave low-level optimizations such as register allocation to the downstream compilers and only focus on optimizations that are not covered by them.
+
+Search-space and Learning-based Transformations
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+The transformation passes we described so far are deterministic and rule-based. One design goal of the TVM stack is to support high-performance code optimizations for different hardware platforms. To do so, we will need to investigate as many optimizations choices as possible, including but not limited to, multi-dimensional tensor access, loop tiling behavior, special accelerator memory hierarchy, and threading.
+
+It is hard to define a heuristic to make all of the choices. Instead, we will take a search and learning-based approach.
+We first define a collection of actions we can take to transform a program. Example actions include loop transformations, inlining,
+vectorization. We call these actions **scheduling primitives**. The collection of scheduling primitives defines a search space of possible
+optimizations we can make to a program. The system then searches over different possible scheduling
+sequence to pick the best scheduling combination.
+The search procedure is usually guided by a machine learning algorithm.
+
+We can record the best schedule sequence for an (possibly-fused) operator once the search is completed. The compiler can then just lookup the best
+schedule sequence and apply it to the program. Notably, this schedule application phase is **exactly like** the rule-based transformations,
+enabling us to share the same interface convention with tradition passes.
+
+We use search based optimizations to handle the initial tir function generation problem. This part of the module is called AutoTVM(auto_scheduler).
+We expect to expand the learning-based transformations to more areas as we continue to develop the TVM stack.
+
+Target Translation
+~~~~~~~~~~~~~~~~~~
+
+The target translation phase transforms an IRModule to the corresponding target executable format.
+For backends such as x86 and ARM, we use the LLVM IRBuilder to build in-memory LLVM IR.
+We can also generate source-level languages such as CUDA C and OpenCL.
+Finally, we support direct translations of a Relay function (sub-graph) to specific targets via external code generators.
+It is important that the final code generation phase is as lightweight as possible. Vast majority of transformations
+and lowering should be performed before the target translation phase.
+
+We also provide a Target structure to specify the compilation target.
+The transformations before the target translation phase can also be affected by the target — for example,
+a target's vector length would change the vectorization behavior.
+
+
+Runtime Execution
+~~~~~~~~~~~~~~~~~
+
+The main goal of TVM's runtime is to provide a minimal API for loading and executing the compiled artifact in a language of their choice, including Python, C++, Rust, Go, Java, and JavaScript. The code snippet below shows such an example in Python:
+
+.. code-block:: python
+
+ import tvm
+ # Example runtime execution program in python, with type annotated
+ mod: tvm.runtime.Module = tvm.runtime.load_module("compiled_artifact.so")
+ arr: tvm.runtime.NDArray = tvm.nd.array([1, 2, 3], ctx=tvm.gpu(0))
+ fun: tvm.runtime.PackedFunc = mod["addone"]
+ fun(a)
+ print(a.asnumpy())
+
+
+:py:class:`tvm.runtime.Module` encapsulates the result of compilation. A runtime.Module contains a GetFunction method to obtain PackedFuncs by name.
+
+:py:class:`tvm.runtime.PackedFunc` is a type-erased function interface for both the generated functions. A runtime.PackedFunc can take arguments and return values with the
+following types: POD types(int, float), string, runtime.PackedFunc, runtime.Module, runtime.NDArray, and other sub-classes of runtime.Object.
+
+:py:class:`tvm.runtime.Module` and :py:class:`tvm.runtime.PackedFunc` are powerful mechanisms to modularize the runtime. For example, to get the above `addone` function on CUDA, we can use LLVM to generate the host-side code to compute the launching parameters(e.g. size of the thread groups) and then call into another PackedFunc from a CUDAModule that is backed by the CUDA driver API. The same mechanism can be used for OpenCL kernels.
+
+The above example only deals with a simple `addone` function. The code snippet below gives an example of an end-to-end model execution using the same interface:
+
+.. code-block:: python
+
+ import tvm
+ # Example runtime execution program in python, with types annotated
+ factory: tvm.runtime.Module = tvm.runtime.load_module("resnet18.so")
+ # Create a stateful graph execution module for resnet18 on gpu(0)
+ gmod: tvm.runtime.Module = factory["resnet18"](tvm.gpu(0))
+ data: tvm.runtime.NDArray = get_input_data()
+ # set input
+ gmod["set_input"](0, data)
+ # execute the model
+ gmod["run"]()
+ # get the output
+ result = gmod["get_output"](0).asnumpy()
+
+The main take away is that runtime.Module and runtime.PackedFunc are sufficient to encapsulate both operator level programs (such as addone), as well as the end-to-end models.
+
+Summary and Discussions
+~~~~~~~~~~~~~~~~~~~~~~~
+
+In summary, the key data structures in the compilation flows are:
+
+- IRModule: contains relay.Function and tir.PrimFunc
+- runtime.Module: contains runtime.PackedFunc
+
+Most parts of the compilation are transformations among the key data structures.
+
+- relay/transform and tir/transform are determinstic rule-based transformations
+- auto_scheduler and autotvm contains the search-based transformations
+
+Finally, the compilation flow example is only a typical use-case of the TVM stack.
+We expose these key data structures and transformations to python and C++ APIs. As a result, you can use TVM just like the way you use numpy,
+except that the data structure of interest changes from the numpy.ndarray to tvm.IRModule. Here are some example use-cases:
+
+- Directly construct IRModule using the python API.
+- Compose a custom set of transformations(e.g. customize quantization).
+- Manipulate the IR directly using TVM's python API.
+
+
+Logical Architecture Components
+-------------------------------
+
+.. figure:: https://raw.githubusercontent.com/tvmai/web-data/master/images/design/tvm_static_overview.svg
+ :align: center
+ :width: 85%
+
+ TVM Architecture Diagram
+
+The above figure shows the major logical components in the project. Please read the following sections
+for information about the components and their relations.
+
+
+tvm/support
+-----------
+The support module contains the most common utilities for the infrastructure, such as generic arena allocator, socket, and logging.
+
+
+tvm/runtime
+-----------
+
+The runtime serves as the foundation of the TVM stack. It provides the mechanism to load and execute compiled artifacts.
+The runtime defines a stable standard set of C APIs to interface with frontend languages such as Python and Rust.
+
+`runtime::Object` is one of the primary data structures in TVM runtime besides the `runtime::PackedFunc`.
+It is a reference-counted base class with a type index to support runtime type checking and downcasting.
+The object system allows the developer to introduce new data structures to the runtime, such as Array, Map, and new IR data structures.
+
+Besides deployment use-cases, the compiler itself also makes heavy use of TVM's runtime mechanism.
+All of the IR data structures are subclasses of `runtime::Object`, as a result, they can be directly accessed and manipulated from the Python frontend.
+We use the PackedFunc mechanism to expose various APIs to the frontend.
+
+Runtime support for different hardware backends are defined in subdirectories of runtime(e.g. runtime/opencl).
+These hardware-specific runtime modules define APIs for device memory allocation and device function serialization.
+
+`runtime/rpc` implements an RPC support for PackedFunc. We can use the RPC mechanism to send a cross-compiled library to a remote
+device and benchmark the execution performance. The rpc infrastructure enables data collection from a wide range of hardware backends
+for learning-based optimizations.
-Building a compiler stack for deep learning systems involves many many systems-level design decisions.
-In this part of documentation, we share the rationale for the specific choices made when designing TVM.
.. toctree::
- :maxdepth: 2
+ :maxdepth: 1
runtime
debugger
+ virtual_machine
+ introduction_to_module_serialization
+
+tvm/node
+--------
+The node module adds additional features on top of the `runtime::Object` for IR data structures.
+The main features include reflection, serialization, structural equivalence, and hashing.
+
+Thanks to the node module, we can directly access any field of the TVM's IRNode by their name in Python.
+
+.. code-block:: python
+
+ x = tvm.tir.Var("x", "int32")
+ y = tvm.tir.Add(x, x)
+ # a and b are fields of a tir.Add node
+ # we can directly use the field name to access the IR structures
+ assert y.a == x
+
+
+We can also serialize arbitrary IR node into a JSON format, and load them back.
+The ability to save/store, and inspect an IR node provides a foundation for making the compiler more accessible.
+
+
+tvm/ir
+------
+The `tvm/ir` folder contains the unified data structure and interfaces across for all IR function variants.
+The components in `tvm/ir` are shared by `tvm/relay` and `tvm/tir`, notable ones include
+
+- IRModule
+- Type
+- PassContext and Pass
+- Op
+
+Different variants of functions(e.g. relay.Function and tir.PrimFunc) can co-exist in an IRModule.
+While these variants may not have the same content representation, they use the same data structure to represent types.
+As a consequence, we use the same data structure to represent function (type) signatures of these variants.
+The unified type system allows one function variant to call another function
+once we clearly define the calling convention. This opens doors for future cross-function-variant optimizations.
+
+We also provide a unified PassContext for configuring the pass behavior, and common composite passes to execute a pass pipeline.
+The following code snippet gives an example of PassContext configuration.
+
+.. code-block:: python
+
+ # configure the behavior of the tir.UnrollLoop pass
+ with tvm.transform.PassContext(config={"tir.UnrollLoop": { "auto_max_step": 10 }}):
+ # code affected by the pass context
+
+
+Op is the common class to represent all system-defined primitive operator/intrinsics.
+Developers can register new Ops as well as their additional attributes(e.g. whether the Op is elementwise) to the system.
+
+
+tvm/target
+----------
+The target module contains all the code generators that translate an IRModule to a target runtime.Module.
+It also provides a common `Target` class that describes the target.
+
+.. TODO(tvm-team) add a target json description example once the new target API stablizes.
+
+
+The compilation pipeline can be customized according to the target by querying the attribute information
+in the target and builtin information registered to each target id(cuda, opencl).
+
+tvm/tir
+-------
+
+TIR contains the definition of the low-level program representations. We use `tir::PrimFunc` to represent functions that can be transformed by TIR passes.
+Besides the IR data structures, the tir module also defines a set of builtin intrinsics and their attributes via the common Op registry, as well as transformation passes in `tir/transform`.
+
+tvm/arith
+---------
+
+This module is closely tied to the TIR. One of the key problems in the low-level code generation is the analysis of the indices'
+arithmetic properties — the positiveness, variable bound, and the integer set that describes the iterator space. arith module provides
+a collection of tools that do (primarily integer) analysis. A TIR pass can use these analyses to simplify and optimize the code.
+
+tvm/te
+------
+
+The name te stands for "tensor expression". This is a domain-specific language module that allows us to construct `tir::PrimFunc` variants quickly by writing tensor expressions.
+Importantly, a tensor expression itself is not a self-contained function that can be stored into IRModule. Instead, it is a fragment of IR that we can stitch together to build an IRModule.
+
+`te/schedule` provides a collection of scheduling primitives to control the function being generated. In the future, we might bring some of
+these scheduling components to the a `tir::PrimFunc` itself.
+
+.. toctree::
+ :maxdepth: 1
+
+ inferbound
hybrid_script
+
+topi
+----
+While possible to construct operators directly via TIR or tensor expressions (TE) for each use case it is tedious to do so.
+`topi` (Tensor operator inventory) provides a set of pre-defined operators (in TE or TIR) defined by
+numpy and found in common deep learning workloads. We also provide a collection of common schedule templates to obtain performant implementations across different target platforms.
+
+
+tvm/relay
+---------
+Relay is the high-level functional IR used to represent full models. Various optimizations are defined in `relay.transform`. The Relay compiler defines multiple dialects,
+and each dialect is designed to support specific styles of optimization. Notable ones include QNN(for importing pre-quantized models), VM(for lowering to dynamic virtual machine),
+memory(for memory optimization).
+
+.. toctree::
+ :maxdepth: 1
+
relay_intro
- relay_add_op
relay_op_strategy
relay_pass_infra
+ convert_layout
+
+
+tvm/autotvm
+-----------
+
+AutoTVM and AutoScheduler are both components which automate search based program optimization. This is rapidly evolving and primarily consists of:
+
+- Cost models and feature extraction.
+- A record format for storing program benchmark results for cost model construction.
+- A set of search policies over program transformations.
+
+Automated program optimization is still an active research field. As a result, we have attempted to modularize the design so that researchers may quickly modify a
+component or apply their own algorithms via the Python bindings, and
+customize the search and plugin their algorithms from the Python binding.
+
+.. toctree::
+ :maxdepth: 1
+
+ benchmark
+
+
+How Tos
+-------
+This section contains a collection of tips about how to work on
+various areas of the TVM stack.
+
+.. toctree::
+ :maxdepth: 1
+
+ relay_add_op
relay_add_pass
relay_bring_your_own_codegen
- virtual_machine
codebase_walkthrough
- convert_layout
- inferbound
- benchmark
- introduction_to_module_serialization
+
+
+Security
+---------
+.. toctree::
+ :maxdepth: 1
+
security
diff --git a/docs/_sources/dev/security.rst.txt b/docs/_sources/dev/security.rst.txt
index 6d20e5d..22dbfc3 100644
--- a/docs/_sources/dev/security.rst.txt
+++ b/docs/_sources/dev/security.rst.txt
@@ -17,8 +17,8 @@
.. _dev-security:
-Security
-========
+Security Guide
+==============
Reporting Security Issues
-------------------------
diff --git a/docs/_sources/install/from_source.rst.txt b/docs/_sources/install/from_source.rst.txt
index 12403a0..51ab887 100644
--- a/docs/_sources/install/from_source.rst.txt
+++ b/docs/_sources/install/from_source.rst.txt
@@ -67,6 +67,7 @@ The minimal building requirements are
- CMake 3.5 or higher
- We highly recommend to build with LLVM to enable all the features.
- If you want to use CUDA, CUDA toolkit version >= 8.0 is required. If you are upgrading from an older version, make sure you purge the older version and reboot after installation.
+- On macOS, you may want to install `Homebrew <https://brew.sh>` to easily install and manage dependencies.
We use cmake to build the library.
@@ -85,8 +86,9 @@ The configuration of TVM can be modified by `config.cmake`.
- Edit ``build/config.cmake`` to customize the compilation options
- On macOS, for some versions of Xcode, you need to add ``-lc++abi`` in the LDFLAGS or you'll get link errors.
- - Change ``set(USE_CUDA OFF)`` to ``set(USE_CUDA ON)`` to enable CUDA backend. So do other backends and libraries
- (OpenCL, RCOM, METAL, VULKAN, ...).
+ - Change ``set(USE_CUDA OFF)`` to ``set(USE_CUDA ON)`` to enable CUDA backend. Do the same for other backends and libraries
+ you want to build for (OpenCL, RCOM, METAL, VULKAN, ...).
+ - To help with debugging, ensure the embedded graph runtime and debugging functions are enabled with ``set(USE_GRAPH_RUNTIME ON)`` and ``set(USE_GRAPH_RUNTIME_DEBUG ON)``
- TVM optionally depends on LLVM. LLVM is required for CPU codegen that needs LLVM.
@@ -94,7 +96,6 @@ The configuration of TVM can be modified by `config.cmake`.
- Since LLVM takes long time to build from source, you can download pre-built version of LLVM from
`LLVM Download Page <http://releases.llvm.org/download.html>`_.
-
- Unzip to a certain location, modify ``build/config.cmake`` to add ``set(USE_LLVM /path/to/your/llvm/bin/llvm-config)``
- You can also directly set ``set(USE_LLVM ON)`` and let cmake search for a usable version of LLVM.
@@ -154,6 +155,11 @@ Python Package Installation
TVM package
~~~~~~~~~~~
+Depending on your development environment, you may want to use a virtual environment and package manager, such
+as ``virtualenv`` or ``conda``, to manage your python packages and dependencies.
+
+to install and maintain your python development environment.
+
The python package is located at `tvm/python`
There are two ways to install the package:
@@ -187,6 +193,10 @@ Method 2
Python dependencies
~~~~~~~~~~~~~~~~~~~
+
+Note that the ``--user`` flag is not necessary if you're installing to a managed local environment,
+like ``virtualenv``.
+
* Necessary dependencies:
.. code:: bash
diff --git a/docs/_sources/tutorials/autotvm/sg_execution_times.rst.txt b/docs/_sources/tutorials/autotvm/sg_execution_times.rst.txt
index f0ceb69..ad28995 100644
--- a/docs/_sources/tutorials/autotvm/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorials/autotvm/sg_execution_times.rst.txt
@@ -5,11 +5,11 @@
Computation times
=================
-**00:48.125** total execution time for **tutorials_autotvm** files:
-
-- **00:26.526**: :ref:`sphx_glr_tutorials_autotvm_tune_simple_template.py` (``tune_simple_template.py``)
-- **00:20.990**: :ref:`sphx_glr_tutorials_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``)
-- **00:00.156**: :ref:`sphx_glr_tutorials_autotvm_tune_relay_cuda.py` (``tune_relay_cuda.py``)
-- **00:00.154**: :ref:`sphx_glr_tutorials_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``)
-- **00:00.154**: :ref:`sphx_glr_tutorials_autotvm_tune_relay_arm.py` (``tune_relay_arm.py``)
-- **00:00.145**: :ref:`sphx_glr_tutorials_autotvm_tune_relay_mobile_gpu.py` (``tune_relay_mobile_gpu.py``)
+**00:56.123** total execution time for **tutorials_autotvm** files:
+
+- **00:30.260**: :ref:`sphx_glr_tutorials_autotvm_tune_simple_template.py` (``tune_simple_template.py``)
+- **00:25.165**: :ref:`sphx_glr_tutorials_autotvm_tune_conv2d_cuda.py` (``tune_conv2d_cuda.py``)
+- **00:00.186**: :ref:`sphx_glr_tutorials_autotvm_tune_relay_cuda.py` (``tune_relay_cuda.py``)
+- **00:00.180**: :ref:`sphx_glr_tutorials_autotvm_tune_relay_arm.py` (``tune_relay_arm.py``)
+- **00:00.166**: :ref:`sphx_glr_tutorials_autotvm_tune_relay_x86.py` (``tune_relay_x86.py``)
+- **00:00.166**: :ref:`sphx_glr_tutorials_autotvm_tune_relay_mobile_gpu.py` (``tune_relay_mobile_gpu.py``)
diff --git a/docs/_sources/tutorials/autotvm/tune_conv2d_cuda.rst.txt b/docs/_sources/tutorials/autotvm/tune_conv2d_cuda.rst.txt
index b8ef167..565fa0c 100644
--- a/docs/_sources/tutorials/autotvm/tune_conv2d_cuda.rst.txt
+++ b/docs/_sources/tutorials/autotvm/tune_conv2d_cuda.rst.txt
@@ -234,26 +234,26 @@ for this template
7 unroll_explicit: OtherOption([0, 1]) len=2
)
Get devices for measurement successfully!
- No: 1 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 2 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 3 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 4 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 5 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 6 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 7 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 8 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 9 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 10 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 11 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 12 GFLOPS: 65.50/65.50 result: MeasureResult(costs=(0.0035342738749999996,), error_no=0, all_cost=1.604149341583252, timestamp=1594838916.341495) [('tile_f', [-1, 1, 1, 1]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 16, 1]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 512), ('unroll_explicit', 1)],None,8533140
- No: 13 GFLOPS: 0.00/65.50 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 14 GFLOPS: 0.00/65.50 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 15 GFLOPS: 0.00/65.50 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 16 GFLOPS: 0.00/65.50 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 17 GFLOPS: 0.00/65.50 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 18 GFLOPS: 0.00/65.50 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (3) /workspace/build/libtvm.so(+0x56bde7) [0x7f3eca036de7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7f3eca036886]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
- No: 19 GFLOPS: 757.03/757.03 result: MeasureResult(costs=(0.0003058017539503386,), error_no=0, all_cost=1.966531753540039, timestamp=1594838920.344363) [('tile_f', [-1, 2, 1, 1]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 32, 1]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,9699801
- No: 20 GFLOPS: 6.96/757.03 result: MeasureResult(costs=(0.033247296,), error_no=0, all_cost=1.6596012115478516, timestamp=1594838921.1786706) [('tile_f', [-1, 2, 1, 16]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 2, 32]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 1)],None,7502165
+ No: 1 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 2 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 3 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 4 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 5 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 6 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 7 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 8 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 9 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 10 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 11 GFLOPS: 0.00/0.00 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 12 GFLOPS: 53.34/53.34 result: MeasureResult(costs=(0.00434000212,), error_no=0, all_cost=1.8472955226898193, timestamp=1595589864.5762575) [('tile_f', [-1, 1, 1, 1]), ('tile_y', [-1, 1, 1, 7]), ('tile_x', [-1, 1, 1, 1]), ('tile_rc', [-1, 16, 1]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 3]), ('auto_unroll_max_step', 512), ('unroll_explicit', 1)],None,8533140
+ No: 13 GFLOPS: 0.00/53.34 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 14 GFLOPS: 0.00/53.34 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 15 GFLOPS: 0.00/53.34 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 16 GFLOPS: 0.00/53.34 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 17 GFLOPS: 0.00/53.34 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 18 GFLOPS: 0.00/53.34 result: MeasureResult(costs=(InstantiationError('Traceback (most recent call last):\n [bt] (4) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7ffa773c8af1]\n [bt] (3) /workspace/build/libtvm.so(+0x551ed7) [0x7ffa7698aed7]\n [bt] (2) /workspace/build/libtvm.so(tvm::transform::SequentialNode::operator()(tvm::IRModule, tvm::transform::PassContext const&) const+0x3e6) [0x7ffa7698a976]\n [bt] (1) /workspace/build/libtvm.so(tvm::tir::transform::PrimFunc [...]
+ No: 19 GFLOPS: 383.71/383.71 result: MeasureResult(costs=(0.0006033176964285714,), error_no=0, all_cost=2.3823819160461426, timestamp=1595589869.384095) [('tile_f', [-1, 2, 1, 1]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 32, 1]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,9699801
+ No: 20 GFLOPS: 4.97/383.71 result: MeasureResult(costs=(0.04653973725,), error_no=0, all_cost=2.067434787750244, timestamp=1595589870.543709) [('tile_f', [-1, 2, 1, 16]), ('tile_y', [-1, 1, 1, 1]), ('tile_x', [-1, 7, 1, 1]), ('tile_rc', [-1, 2, 32]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 1, 1]), ('auto_unroll_max_step', 512), ('unroll_explicit', 1)],None,7502165
@@ -307,7 +307,7 @@ and measure running time.
Best config:
[('tile_f', [-1, 2, 1, 1]), ('tile_y', [-1, 1, 7, 1]), ('tile_x', [-1, 1, 7, 1]), ('tile_rc', [-1, 32, 1]), ('tile_ry', [-1, 1, 3]), ('tile_rx', [-1, 3, 1]), ('auto_unroll_max_step', 1500), ('unroll_explicit', 1)],None,9699801
- Time cost of this operator: 0.000356
+ Time cost of this operator: 0.000689
diff --git a/docs/_sources/tutorials/autotvm/tune_relay_x86.rst.txt b/docs/_sources/tutorials/autotvm/tune_relay_x86.rst.txt
index 5764df8..4f00326 100644
--- a/docs/_sources/tutorials/autotvm/tune_relay_x86.rst.txt
+++ b/docs/_sources/tutorials/autotvm/tune_relay_x86.rst.txt
@@ -124,6 +124,11 @@ We will use local mode for tuning configuration. RPC tracker
mode can be setup similarly to the approach in
:ref:`tune_relay_arm` tutorial.
+To perform a precise measurement, we should repeat the measurement several
+times and use the average of results. In addition, we need to flush the cache
+for the weight tensors between repeated measurements. This can make the measured
+latency of one operator closer to its actual latency during end-to-end inference.
+
.. code-block:: default
@@ -135,8 +140,9 @@ mode can be setup similarly to the approach in
'measure_option': autotvm.measure_option(
builder=autotvm.LocalBuilder(),
- runner=autotvm.LocalRunner(number=10, repeat=1,
- min_repeat_ms=1000),
+ runner=autotvm.LocalRunner(number=1, repeat=10,
+ min_repeat_ms=0,
+ enable_cpu_cache_flush=True),
),
}
diff --git a/docs/_sources/tutorials/autotvm/tune_simple_template.rst.txt b/docs/_sources/tutorials/autotvm/tune_simple_template.rst.txt
index 2b981b0..c067c81 100644
--- a/docs/_sources/tutorials/autotvm/tune_simple_template.rst.txt
+++ b/docs/_sources/tutorials/autotvm/tune_simple_template.rst.txt
@@ -361,16 +361,16 @@ used to get the best config later.
.. code-block:: none
Get devices for measurement successfully!
- No: 1 GFLOPS: 6.81/6.81 result: MeasureResult(costs=(0.039431393599999996,), error_no=0, all_cost=0.8926143646240234, timestamp=1594838886.2628007) [('tile_y', [-1, 8]), ('tile_x', [-1, 8])],None,33
- No: 2 GFLOPS: 2.24/6.81 result: MeasureResult(costs=(0.11989471519999999,), error_no=0, all_cost=2.2794392108917236, timestamp=1594838888.51563) [('tile_y', [-1, 8]), ('tile_x', [-1, 2])],None,13
- No: 3 GFLOPS: 7.30/7.30 result: MeasureResult(costs=(0.0367874284,), error_no=0, all_cost=1.3788068294525146, timestamp=1594838889.4407125) [('tile_y', [-1, 16]), ('tile_x', [-1, 128])],None,74
- No: 4 GFLOPS: 4.25/7.30 result: MeasureResult(costs=(0.06320074319999999,), error_no=0, all_cost=1.3663620948791504, timestamp=1594838890.7862232) [('tile_y', [-1, 16]), ('tile_x', [-1, 32])],None,54
- No: 5 GFLOPS: 6.02/7.30 result: MeasureResult(costs=(0.044613433,), error_no=0, all_cost=1.0256812572479248, timestamp=1594838891.8365152) [('tile_y', [-1, 128]), ('tile_x', [-1, 8])],None,37
- No: 6 GFLOPS: 6.09/7.30 result: MeasureResult(costs=(0.0441040612,), error_no=0, all_cost=1.0365724563598633, timestamp=1594838892.8824277) [('tile_y', [-1, 64]), ('tile_x', [-1, 8])],None,36
- No: 7 GFLOPS: 24.79/24.79 result: MeasureResult(costs=(0.0108270606,), error_no=0, all_cost=0.6016161441802979, timestamp=1594838893.3945599) [('tile_y', [-1, 1]), ('tile_x', [-1, 128])],None,70
- No: 8 GFLOPS: 20.88/24.79 result: MeasureResult(costs=(0.012858057400000001,), error_no=0, all_cost=0.719602108001709, timestamp=1594838893.936547) [('tile_y', [-1, 4]), ('tile_x', [-1, 512])],None,92
- No: 9 GFLOPS: 0.92/24.79 result: MeasureResult(costs=(0.292011726,), error_no=0, all_cost=5.070920705795288, timestamp=1594838898.9400105) [('tile_y', [-1, 512]), ('tile_x', [-1, 2])],None,19
- No: 10 GFLOPS: 0.00/24.79 result: MeasureResult(costs=(RuntimeError('Traceback (most recent call last):\n [bt] (5) /workspace/build/libtvm.so(TVMFuncCall+0x61) [0x7f3ecaa32ad1]\n [bt] (4) /workspace/build/libtvm.so(+0xf96ed2) [0x7f3ecaa61ed2]\n [bt] (3) /workspace/build/libtvm.so(tvm::runtime::RPCWrappedFunc::operator()(tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*) const+0x26b) [0x7f3ecaa6524b]\n [bt] (2) /workspace/build/libtvm.so(tvm::runtime::RPCClientSession::CallF [...]
+ No: 1 GFLOPS: 3.63/3.63 result: MeasureResult(costs=(0.0738644216,), error_no=0, all_cost=1.5411388874053955, timestamp=1595589829.7469058) [('tile_y', [-1, 8]), ('tile_x', [-1, 8])],None,33
+ No: 2 GFLOPS: 2.00/3.63 result: MeasureResult(costs=(0.13443100079999998,), error_no=0, all_cost=2.5407021045684814, timestamp=1595589832.3761141) [('tile_y', [-1, 8]), ('tile_x', [-1, 2])],None,13
+ No: 3 GFLOPS: 10.33/10.33 result: MeasureResult(costs=(0.025978123600000003,), error_no=0, all_cost=1.236288070678711, timestamp=1595589833.273457) [('tile_y', [-1, 16]), ('tile_x', [-1, 128])],None,74
+ No: 4 GFLOPS: 9.36/10.33 result: MeasureResult(costs=(0.0286771322,), error_no=0, all_cost=0.9563946723937988, timestamp=1595589834.2116983) [('tile_y', [-1, 16]), ('tile_x', [-1, 32])],None,54
+ No: 5 GFLOPS: 3.20/10.33 result: MeasureResult(costs=(0.0837980178,), error_no=0, all_cost=1.7327964305877686, timestamp=1595589836.0246713) [('tile_y', [-1, 128]), ('tile_x', [-1, 8])],None,37
+ No: 6 GFLOPS: 3.36/10.33 result: MeasureResult(costs=(0.079870629,), error_no=0, all_cost=1.7182672023773193, timestamp=1595589837.7763348) [('tile_y', [-1, 64]), ('tile_x', [-1, 8])],None,36
+ No: 7 GFLOPS: 9.71/10.33 result: MeasureResult(costs=(0.027645139000000003,), error_no=0, all_cost=0.9216654300689697, timestamp=1595589838.702522) [('tile_y', [-1, 1]), ('tile_x', [-1, 128])],None,70
+ No: 8 GFLOPS: 14.33/14.33 result: MeasureResult(costs=(0.0187322464,), error_no=0, all_cost=0.7096536159515381, timestamp=1595589839.4786544) [('tile_y', [-1, 4]), ('tile_x', [-1, 512])],None,92
+ No: 9 GFLOPS: 0.86/14.33 result: MeasureResult(costs=(0.3125007998,), error_no=0, all_cost=5.3441712856292725, timestamp=1595589845.5408623) [('tile_y', [-1, 512]), ('tile_x', [-1, 2])],None,19
+ No: 10 GFLOPS: 0.45/14.33 result: MeasureResult(costs=(0.6012485108,), error_no=0, all_cost=9.975238561630249, timestamp=1595589855.656276) [('tile_y', [-1, 512]), ('tile_x', [-1, 1])],None,9
diff --git a/docs/_sources/tutorials/cross_compilation_and_rpc.rst.txt b/docs/_sources/tutorials/cross_compilation_and_rpc.rst.txt
index 96f3a01..c4b9ef6 100644
--- a/docs/_sources/tutorials/cross_compilation_and_rpc.rst.txt
+++ b/docs/_sources/tutorials/cross_compilation_and_rpc.rst.txt
@@ -235,7 +235,7 @@ device and returns the measured cost. Network overhead is excluded.
.. code-block:: none
- 1.754e-07 secs/op
+ 1.184e-07 secs/op
diff --git a/docs/_sources/tutorials/dev/low_level_custom_pass.rst.txt b/docs/_sources/tutorials/dev/low_level_custom_pass.rst.txt
index 8ffdf2b..c353b43 100644
--- a/docs/_sources/tutorials/dev/low_level_custom_pass.rst.txt
+++ b/docs/_sources/tutorials/dev/low_level_custom_pass.rst.txt
@@ -74,8 +74,8 @@ our customized lowering pass to manipulate the IR directly instead of using sche
primfn(a_1: handle, b_1: handle, c_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {c: Buffer(c_2: handle, float32, [128], []),
- b: Buffer(b_2: handle, float32, [128], []),
+ buffers = {b: Buffer(b_2: handle, float32, [128], []),
+ c: Buffer(c_2: handle, float32, [128], []),
a: Buffer(a_2: handle, float32, [128], [])}
buffer_map = {a_1: a, b_1: b, c_1: c} {
for (i: int32, 0, 128) {
diff --git a/docs/_sources/tutorials/dev/sg_execution_times.rst.txt b/docs/_sources/tutorials/dev/sg_execution_times.rst.txt
index 63b9694..8d1ea04 100644
--- a/docs/_sources/tutorials/dev/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorials/dev/sg_execution_times.rst.txt
@@ -5,7 +5,7 @@
Computation times
=================
-**00:00.479** total execution time for **tutorials_dev** files:
+**00:00.537** total execution time for **tutorials_dev** files:
-- **00:00.331**: :ref:`sphx_glr_tutorials_dev_relay_pass_infra.py` (``relay_pass_infra.py``)
-- **00:00.147**: :ref:`sphx_glr_tutorials_dev_low_level_custom_pass.py` (``low_level_custom_pass.py``)
+- **00:00.385**: :ref:`sphx_glr_tutorials_dev_relay_pass_infra.py` (``relay_pass_infra.py``)
+- **00:00.152**: :ref:`sphx_glr_tutorials_dev_low_level_custom_pass.py` (``low_level_custom_pass.py``)
diff --git a/docs/_sources/tutorials/frontend/deploy_model_on_android.rst.txt b/docs/_sources/tutorials/frontend/deploy_model_on_android.rst.txt
index 87abfa3..8915117 100644
--- a/docs/_sources/tutorials/frontend/deploy_model_on_android.rst.txt
+++ b/docs/_sources/tutorials/frontend/deploy_model_on_android.rst.txt
@@ -413,7 +413,7 @@ Execute on TVM
TVM prediction top-1: tiger cat
Evaluate inference time cost...
- Mean inference time (std dev): 5.22 ms (0.02 ms)
+ Mean inference time (std dev): 3.72 ms (0.15 ms)
diff --git a/docs/_sources/tutorials/frontend/deploy_prequantized.rst.txt b/docs/_sources/tutorials/frontend/deploy_prequantized.rst.txt
index 96c575a..d9cca7c 100644
--- a/docs/_sources/tutorials/frontend/deploy_prequantized.rst.txt
+++ b/docs/_sources/tutorials/frontend/deploy_prequantized.rst.txt
@@ -323,7 +323,7 @@ output values are identical out of 1000 outputs from mobilenet v2.
.. code-block:: none
- 188 in 1000 raw floating outputs identical.
+ 196 in 1000 raw floating outputs identical.
@@ -351,7 +351,7 @@ Here we give an example of how to measure performance of TVM compiled models.
.. code-block:: none
- Elapsed average ms: 19.127417110000003
+ Elapsed average ms: 19.153483929999997
diff --git a/docs/_sources/tutorials/frontend/deploy_prequantized_tflite.rst.txt b/docs/_sources/tutorials/frontend/deploy_prequantized_tflite.rst.txt
index 732df94..071eb01 100644
--- a/docs/_sources/tutorials/frontend/deploy_prequantized_tflite.rst.txt
+++ b/docs/_sources/tutorials/frontend/deploy_prequantized_tflite.rst.txt
@@ -359,7 +359,7 @@ Here we give an example of how to measure performance of TVM compiled models.
.. code-block:: none
- Elapsed average ms: 35.17905105
+ Elapsed average ms: 37.04663029
@@ -392,7 +392,7 @@ Here we give an example of how to measure performance of TVM compiled models.
.. rst-class:: sphx-glr-timing
- **Total running time of the script:** ( 2 minutes 6.650 seconds)
+ **Total running time of the script:** ( 2 minutes 36.192 seconds)
.. _sphx_glr_download_tutorials_frontend_deploy_prequantized_tflite.py:
diff --git a/docs/_sources/tutorials/frontend/from_onnx.rst.txt b/docs/_sources/tutorials/frontend/from_onnx.rst.txt
index da49da2..8af4649 100644
--- a/docs/_sources/tutorials/frontend/from_onnx.rst.txt
+++ b/docs/_sources/tutorials/frontend/from_onnx.rst.txt
@@ -151,7 +151,7 @@ Execute on TVM
.. code-block:: none
-
...47%, 0.01 MB, 823 KB/s, 0 seconds passed
...94%, 0.02 MB, 1522 KB/s, 0 seconds passed
...100%, 0.02 MB, 2253 KB/s, 0 seconds passed
+
...47%, 0.01 MB, 18 KB/s, 0 seconds passed
...94%, 0.02 MB, 36 KB/s, 0 seconds passed
...100%, 0.02 MB, 54 KB/s, 0 seconds passed
Cannot find config for target=llvm -keys=cpu, workload=('conv2d_NCHWc.x86', ('TENSOR', (1, 32, 224, 224), 'float32'), ('TENSOR', (9, 32, 3, 3), 'float32'), (1, 1), (1, 1, 1, 1), (1, 1), 'NCHW', 'NCHW', 'float32'). A fallback configuration is used, which may bring great performance regression.
Cannot find config for target=llvm -keys=cpu, workload=('conv2d_NCHWc.x86', ('TENSOR', (1, 64, 224, 224), 'float32'), ('TENSOR', (32, 64, 3, 3), 'float32'), (1, 1), (1, 1, 1, 1), (1, 1), 'NCHW', 'NCHW', 'float32'). A fallback configuration is used, which may bring great performance regression.
Cannot find config for target=llvm -keys=cpu, workload=('conv2d_NCHWc.x86', ('TENSOR', (1, 1, 224, 224), 'float32'), ('TENSOR', (64, 1, 5, 5), 'float32'), (1, 1), (2, 2, 2, 2), (1, 1), 'NCHW', 'NCHW', 'float32'). A fallback configuration is used, which may bring great performance regression.
diff --git a/docs/_sources/tutorials/frontend/from_tensorflow.rst.txt b/docs/_sources/tutorials/frontend/from_tensorflow.rst.txt
index 5ffa6a4..41d065c 100644
--- a/docs/_sources/tutorials/frontend/from_tensorflow.rst.txt
+++ b/docs/_sources/tutorials/frontend/from_tensorflow.rst.txt
@@ -197,7 +197,7 @@ Results:
ANTLR runtime and generated code versions disagree: 4.8!=4.7.2
ANTLR runtime and generated code versions disagree: 4.8!=4.7.2
- /workspace/docs/../python/tvm/relay/frontend/tensorflow.py:2842: UserWarning: Ignore the passed shape. Shape in graphdef will be used for operator DecodeJpeg/contents.
+ /workspace/docs/../python/tvm/relay/frontend/tensorflow.py:2657: UserWarning: Ignore the passed shape. Shape in graphdef will be used for operator DecodeJpeg/contents.
"will be used for operator %s." % node.name)
/workspace/docs/../python/tvm/relay/frontend/tensorflow.py:683: UserWarning: DecodeJpeg: It's a pass through, please handle preprocessing before input
warnings.warn("DecodeJpeg: It's a pass through, please handle preprocessing before input")
diff --git a/docs/_sources/tutorials/frontend/sg_execution_times.rst.txt b/docs/_sources/tutorials/frontend/sg_execution_times.rst.txt
index c79d117..1480cb4 100644
--- a/docs/_sources/tutorials/frontend/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorials/frontend/sg_execution_times.rst.txt
@@ -5,23 +5,23 @@
Computation times
=================
-**05:40.551** total execution time for **tutorials_frontend** files:
+**07:09.748** total execution time for **tutorials_frontend** files:
-- **02:06.650**: :ref:`sphx_glr_tutorials_frontend_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``)
-- **00:31.429**: :ref:`sphx_glr_tutorials_frontend_deploy_prequantized.py` (``deploy_prequantized.py``)
-- **00:30.305**: :ref:`sphx_glr_tutorials_frontend_deploy_ssd_gluoncv.py` (``deploy_ssd_gluoncv.py``)
-- **00:27.478**: :ref:`sphx_glr_tutorials_frontend_from_tensorflow.py` (``from_tensorflow.py``)
-- **00:21.411**: :ref:`sphx_glr_tutorials_frontend_from_tflite.py` (``from_tflite.py``)
-- **00:19.452**: :ref:`sphx_glr_tutorials_frontend_deploy_quantized.py` (``deploy_quantized.py``)
-- **00:17.016**: :ref:`sphx_glr_tutorials_frontend_from_darknet.py` (``from_darknet.py``)
-- **00:11.026**: :ref:`sphx_glr_tutorials_frontend_from_caffe2.py` (``from_caffe2.py``)
-- **00:10.302**: :ref:`sphx_glr_tutorials_frontend_deploy_model_on_android.py` (``deploy_model_on_android.py``)
-- **00:09.392**: :ref:`sphx_glr_tutorials_frontend_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``)
-- **00:09.021**: :ref:`sphx_glr_tutorials_frontend_from_keras.py` (``from_keras.py``)
-- **00:07.264**: :ref:`sphx_glr_tutorials_frontend_from_pytorch.py` (``from_pytorch.py``)
-- **00:06.329**: :ref:`sphx_glr_tutorials_frontend_from_coreml.py` (``from_coreml.py``)
-- **00:05.102**: :ref:`sphx_glr_tutorials_frontend_from_mxnet.py` (``from_mxnet.py``)
-- **00:04.732**: :ref:`sphx_glr_tutorials_frontend_build_gcn.py` (``build_gcn.py``)
-- **00:02.053**: :ref:`sphx_glr_tutorials_frontend_using_external_lib.py` (``using_external_lib.py``)
-- **00:01.433**: :ref:`sphx_glr_tutorials_frontend_from_onnx.py` (``from_onnx.py``)
-- **00:00.157**: :ref:`sphx_glr_tutorials_frontend_deploy_sparse.py` (``deploy_sparse.py``)
+- **02:36.192**: :ref:`sphx_glr_tutorials_frontend_deploy_prequantized_tflite.py` (``deploy_prequantized_tflite.py``)
+- **00:38.193**: :ref:`sphx_glr_tutorials_frontend_deploy_ssd_gluoncv.py` (``deploy_ssd_gluoncv.py``)
+- **00:37.764**: :ref:`sphx_glr_tutorials_frontend_deploy_prequantized.py` (``deploy_prequantized.py``)
+- **00:37.467**: :ref:`sphx_glr_tutorials_frontend_from_tensorflow.py` (``from_tensorflow.py``)
+- **00:25.952**: :ref:`sphx_glr_tutorials_frontend_from_tflite.py` (``from_tflite.py``)
+- **00:25.369**: :ref:`sphx_glr_tutorials_frontend_deploy_quantized.py` (``deploy_quantized.py``)
+- **00:21.631**: :ref:`sphx_glr_tutorials_frontend_from_darknet.py` (``from_darknet.py``)
+- **00:14.015**: :ref:`sphx_glr_tutorials_frontend_from_keras.py` (``from_keras.py``)
+- **00:13.645**: :ref:`sphx_glr_tutorials_frontend_from_caffe2.py` (``from_caffe2.py``)
+- **00:12.193**: :ref:`sphx_glr_tutorials_frontend_deploy_model_on_android.py` (``deploy_model_on_android.py``)
+- **00:11.887**: :ref:`sphx_glr_tutorials_frontend_deploy_model_on_rasp.py` (``deploy_model_on_rasp.py``)
+- **00:09.196**: :ref:`sphx_glr_tutorials_frontend_from_coreml.py` (``from_coreml.py``)
+- **00:09.104**: :ref:`sphx_glr_tutorials_frontend_from_pytorch.py` (``from_pytorch.py``)
+- **00:06.559**: :ref:`sphx_glr_tutorials_frontend_from_mxnet.py` (``from_mxnet.py``)
+- **00:05.489**: :ref:`sphx_glr_tutorials_frontend_build_gcn.py` (``build_gcn.py``)
+- **00:02.741**: :ref:`sphx_glr_tutorials_frontend_using_external_lib.py` (``using_external_lib.py``)
+- **00:02.172**: :ref:`sphx_glr_tutorials_frontend_from_onnx.py` (``from_onnx.py``)
+- **00:00.181**: :ref:`sphx_glr_tutorials_frontend_deploy_sparse.py` (``deploy_sparse.py``)
diff --git a/docs/_sources/tutorials/language/reduction.rst.txt b/docs/_sources/tutorials/language/reduction.rst.txt
index 5938d1e..33fc22c 100644
--- a/docs/_sources/tutorials/language/reduction.rst.txt
+++ b/docs/_sources/tutorials/language/reduction.rst.txt
@@ -412,8 +412,8 @@ Here is an example for 2D convolution with filter size = [3, 3] and strides = [1
primfn(Input_1: handle, Filter_1: handle, Output_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {Output: Buffer(Output_2: handle, float32, [(n: int32 - 2), (n - 2)], []),
- Filter: Buffer(Filter_2: handle, float32, [3, 3], []),
+ buffers = {Filter: Buffer(Filter_2: handle, float32, [3, 3], []),
+ Output: Buffer(Output_2: handle, float32, [(n: int32 - 2), (n - 2)], []),
Input: Buffer(Input_2: handle, float32, [n, n], [stride: int32, stride_1: int32], type="auto")}
buffer_map = {Input_1: Input, Filter_1: Filter, Output_1: Output} {
for (i: int32, 0, (n - 2)) {
diff --git a/docs/_sources/tutorials/language/schedule_primitives.rst.txt b/docs/_sources/tutorials/language/schedule_primitives.rst.txt
index d677ac1..3a63f3f 100644
--- a/docs/_sources/tutorials/language/schedule_primitives.rst.txt
+++ b/docs/_sources/tutorials/language/schedule_primitives.rst.txt
@@ -85,13 +85,13 @@ schedule computes tensor in a serial manner in a row-major order.
primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {C: Buffer(C_2: handle, float32, [m: int32, n: int32], [stride: int32, stride_1: int32], type="auto"),
- B: Buffer(B_2: handle, float32, [m, n], [stride_2: int32, stride_3: int32], type="auto"),
+ buffers = {B: Buffer(B_2: handle, float32, [m: int32, n: int32], [stride: int32, stride_1: int32], type="auto"),
+ C: Buffer(C_2: handle, float32, [m, n], [stride_2: int32, stride_3: int32], type="auto"),
A: Buffer(A_2: handle, float32, [m, n], [stride_4: int32, stride_5: int32], type="auto")}
buffer_map = {A_1: A, B_1: B, C_1: C} {
for (i: int32, 0, m) {
for (j: int32, 0, n) {
- C_2[((i*stride) + (j*stride_1))] = ((float32*)A_2[((i*stride_4) + (j*stride_5))]*(float32*)B_2[((i*stride_2) + (j*stride_3))])
+ C_2[((i*stride_2) + (j*stride_3))] = ((float32*)A_2[((i*stride_4) + (j*stride_5))]*(float32*)B_2[((i*stride) + (j*stride_1))])
}
}
}
@@ -407,15 +407,15 @@ tensors at the root separately by default.
primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {C: Buffer(C_2: handle, float32, [m: int32], [stride: int32], type="auto"),
- B: Buffer(B_2: handle, float32, [m], [stride_1: int32], type="auto"),
+ buffers = {B: Buffer(B_2: handle, float32, [m: int32], [stride: int32], type="auto"),
+ C: Buffer(C_2: handle, float32, [m], [stride_1: int32], type="auto"),
A: Buffer(A_2: handle, float32, [m], [stride_2: int32], type="auto")}
buffer_map = {A_1: A, B_1: B, C_1: C} {
for (i: int32, 0, m) {
- B_2[(i*stride_1)] = ((float32*)A_2[(i*stride_2)] + 1f32)
+ B_2[(i*stride)] = ((float32*)A_2[(i*stride_2)] + 1f32)
}
for (i_1: int32, 0, m) {
- C_2[(i_1*stride)] = ((float32*)B_2[(i_1*stride_1)]*2f32)
+ C_2[(i_1*stride_1)] = ((float32*)B_2[(i_1*stride)]*2f32)
}
}
@@ -449,13 +449,13 @@ of computation of `C`.
primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {B: Buffer(B_2: handle, float32, [m: int32], [stride: int32], type="auto"),
- C: Buffer(C_2: handle, float32, [m], [stride_1: int32], type="auto"),
+ buffers = {C: Buffer(C_2: handle, float32, [m: int32], [stride: int32], type="auto"),
+ B: Buffer(B_2: handle, float32, [m], [stride_1: int32], type="auto"),
A: Buffer(A_2: handle, float32, [m], [stride_2: int32], type="auto")}
buffer_map = {A_1: A, B_1: B, C_1: C} {
for (i: int32, 0, m) {
- B_2[(i*stride)] = ((float32*)A_2[(i*stride_2)] + 1f32)
- C_2[(i*stride_1)] = ((float32*)B_2[(i*stride)]*2f32)
+ B_2[(i*stride_1)] = ((float32*)A_2[(i*stride_2)] + 1f32)
+ C_2[(i*stride)] = ((float32*)B_2[(i*stride_1)]*2f32)
}
}
diff --git a/docs/_sources/tutorials/language/sg_execution_times.rst.txt b/docs/_sources/tutorials/language/sg_execution_times.rst.txt
index 0457fd1..5ab5927 100644
--- a/docs/_sources/tutorials/language/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorials/language/sg_execution_times.rst.txt
@@ -5,13 +5,13 @@
Computation times
=================
-**00:03.541** total execution time for **tutorials_language** files:
+**00:04.380** total execution time for **tutorials_language** files:
-- **00:01.258**: :ref:`sphx_glr_tutorials_language_intrin_math.py` (``intrin_math.py``)
-- **00:00.591**: :ref:`sphx_glr_tutorials_language_tensorize.py` (``tensorize.py``)
-- **00:00.489**: :ref:`sphx_glr_tutorials_language_reduction.py` (``reduction.py``)
-- **00:00.452**: :ref:`sphx_glr_tutorials_language_scan.py` (``scan.py``)
-- **00:00.247**: :ref:`sphx_glr_tutorials_language_extern_op.py` (``extern_op.py``)
-- **00:00.180**: :ref:`sphx_glr_tutorials_language_schedule_primitives.py` (``schedule_primitives.py``)
-- **00:00.170**: :ref:`sphx_glr_tutorials_language_tedd.py` (``tedd.py``)
-- **00:00.154**: :ref:`sphx_glr_tutorials_language_tuple_inputs.py` (``tuple_inputs.py``)
+- **00:01.597**: :ref:`sphx_glr_tutorials_language_intrin_math.py` (``intrin_math.py``)
+- **00:00.776**: :ref:`sphx_glr_tutorials_language_tensorize.py` (``tensorize.py``)
+- **00:00.576**: :ref:`sphx_glr_tutorials_language_scan.py` (``scan.py``)
+- **00:00.551**: :ref:`sphx_glr_tutorials_language_reduction.py` (``reduction.py``)
+- **00:00.285**: :ref:`sphx_glr_tutorials_language_extern_op.py` (``extern_op.py``)
+- **00:00.226**: :ref:`sphx_glr_tutorials_language_schedule_primitives.py` (``schedule_primitives.py``)
+- **00:00.199**: :ref:`sphx_glr_tutorials_language_tedd.py` (``tedd.py``)
+- **00:00.169**: :ref:`sphx_glr_tutorials_language_tuple_inputs.py` (``tuple_inputs.py``)
diff --git a/docs/_sources/tutorials/language/tensorize.rst.txt b/docs/_sources/tutorials/language/tensorize.rst.txt
index d7bdf99..ef21c94 100644
--- a/docs/_sources/tutorials/language/tensorize.rst.txt
+++ b/docs/_sources/tutorials/language/tensorize.rst.txt
@@ -310,8 +310,8 @@ The importing needs to happen before the tensorized GEMV being executed.
B: Buffer(B_2: handle, float32, [512, 64], []),
A: Buffer(A_2: handle, float32, [1024, 64], [])}
buffer_map = {A_1: A, B_1: B, C_1: C} {
- attr [IterVar(i: int32, (nullptr), "DataPar", "")] "pragma_import_llvm" = "; ModuleID = '/tmp/tmpu5z0lc8e/input0.cc'
- source_filename = "/tmp/tmpu5z0lc8e/input0.cc"
+ attr [IterVar(i: int32, (nullptr), "DataPar", "")] "pragma_import_llvm" = "; ModuleID = '/tmp/tmppkc5n6yq/input0.cc'
+ source_filename = "/tmp/tmppkc5n6yq/input0.cc"
target datalayout = "e-m:e-i64:64-f80:128-n8:16:32:64-S128"
target triple = "x86_64-pc-linux-gnu"
diff --git a/docs/_sources/tutorials/language/tuple_inputs.rst.txt b/docs/_sources/tutorials/language/tuple_inputs.rst.txt
index b74c9b6..2207efc 100644
--- a/docs/_sources/tutorials/language/tuple_inputs.rst.txt
+++ b/docs/_sources/tutorials/language/tuple_inputs.rst.txt
@@ -134,16 +134,16 @@ with :py:func:`te.comm_reducer` as below:
primfn(idx_1: handle, val_1: handle, T.v0_1: handle, T.v1_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
buffers = {T.v0: Buffer(T.v0_2: handle, int32, [m: int32], [stride: int32], type="auto"),
- val: Buffer(val_2: handle, int32, [m, n: int32], [stride_1: int32, stride_2: int32], type="auto"),
- T.v1: Buffer(T.v1_2: handle, int32, [m], [stride_3: int32], type="auto"),
+ T.v1: Buffer(T.v1_2: handle, int32, [m], [stride_1: int32], type="auto"),
+ val: Buffer(val_2: handle, int32, [m, n: int32], [stride_2: int32, stride_3: int32], type="auto"),
idx: Buffer(idx_2: handle, int32, [m, n], [stride_4: int32, stride_5: int32], type="auto")}
buffer_map = {idx_1: idx, val_1: val, T.v0_1: T.v0, T.v1_1: T.v1} {
for (i: int32, 0, m) {
T.v0_2[(i*stride)] = -1
- T.v1_2[(i*stride_3)] = -2147483648
+ T.v1_2[(i*stride_1)] = -2147483648
for (k: int32, 0, n) {
- T.v0_2[(i*stride)] = @tir.if_then_else(((int32*)val_2[((i*stride_1) + (k*stride_2))] <= (int32*)T.v1_2[(i*stride_3)]), (int32*)T.v0_2[(i*stride)], (int32*)idx_2[((i*stride_4) + (k*stride_5))], dtype=int32)
- T.v1_2[(i*stride_3)] = @tir.if_then_else(((int32*)val_2[((i*stride_1) + (k*stride_2))] <= (int32*)T.v1_2[(i*stride_3)]), (int32*)T.v1_2[(i*stride_3)], (int32*)val_2[((i*stride_1) + (k*stride_2))], dtype=int32)
+ T.v0_2[(i*stride)] = @tir.if_then_else(((int32*)val_2[((i*stride_2) + (k*stride_3))] <= (int32*)T.v1_2[(i*stride_1)]), (int32*)T.v0_2[(i*stride)], (int32*)idx_2[((i*stride_4) + (k*stride_5))], dtype=int32)
+ T.v1_2[(i*stride_1)] = @tir.if_then_else(((int32*)val_2[((i*stride_2) + (k*stride_3))] <= (int32*)T.v1_2[(i*stride_1)]), (int32*)T.v1_2[(i*stride_1)], (int32*)val_2[((i*stride_2) + (k*stride_3))], dtype=int32)
}
}
}
@@ -191,8 +191,8 @@ in terms of operation.
primfn(A0_1: handle, A1_1: handle, C_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {A1: Buffer(A1_2: handle, float32, [m: int32, n: int32], [stride: int32, stride_1: int32], type="auto"),
- C: Buffer(C_2: handle, float32, [m, n], [stride_2: int32, stride_3: int32], type="auto"),
+ buffers = {C: Buffer(C_2: handle, float32, [m: int32, n: int32], [stride: int32, stride_1: int32], type="auto"),
+ A1: Buffer(A1_2: handle, float32, [m, n], [stride_2: int32, stride_3: int32], type="auto"),
A0: Buffer(A0_2: handle, float32, [m, n], [stride_4: int32, stride_5: int32], type="auto")}
buffer_map = {A0_1: A0, A1_1: A1, C_1: C} {
attr [B.v0: handle] "storage_scope" = "global";
@@ -205,7 +205,7 @@ in terms of operation.
B.v1[j] = ((float32*)A0_2[((i*stride_4) + (j*stride_5))]*3f32)
}
for (j_1: int32, 0, n) {
- C_2[((i*stride_2) + (j_1*stride_3))] = ((float32*)A1_2[((i*stride) + (j_1*stride_1))] + (float32*)B.v0[j_1])
+ C_2[((i*stride) + (j_1*stride_1))] = ((float32*)A1_2[((i*stride_2) + (j_1*stride_3))] + (float32*)B.v0[j_1])
}
}
}
diff --git a/docs/_sources/tutorials/micro/sg_execution_times.rst.txt b/docs/_sources/tutorials/micro/sg_execution_times.rst.txt
index 0252f31..c87cd81 100644
--- a/docs/_sources/tutorials/micro/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorials/micro/sg_execution_times.rst.txt
@@ -5,6 +5,6 @@
Computation times
=================
-**00:00.158** total execution time for **tutorials_micro** files:
+**00:00.205** total execution time for **tutorials_micro** files:
-- **00:00.158**: :ref:`sphx_glr_tutorials_micro_micro_tflite.py` (``micro_tflite.py``)
+- **00:00.205**: :ref:`sphx_glr_tutorials_micro_micro_tflite.py` (``micro_tflite.py``)
diff --git a/docs/_sources/tutorials/optimize/opt_conv_cuda.rst.txt b/docs/_sources/tutorials/optimize/opt_conv_cuda.rst.txt
index b886529..db8ee8f 100644
--- a/docs/_sources/tutorials/optimize/opt_conv_cuda.rst.txt
+++ b/docs/_sources/tutorials/optimize/opt_conv_cuda.rst.txt
@@ -293,7 +293,7 @@ latency of convolution.
.. code-block:: none
- Convolution: 19.571479 ms
+ Convolution: 53.268910 ms
diff --git a/docs/_sources/tutorials/optimize/opt_conv_tensorcore.rst.txt b/docs/_sources/tutorials/optimize/opt_conv_tensorcore.rst.txt
index d4dee5d..9f1bac2 100644
--- a/docs/_sources/tutorials/optimize/opt_conv_tensorcore.rst.txt
+++ b/docs/_sources/tutorials/optimize/opt_conv_tensorcore.rst.txt
@@ -563,7 +563,7 @@ be able to run on our build server
.. code-block:: none
- conv2d with tensor core: 6.307450 ms
+ conv2d with tensor core: 13.194863 ms
diff --git a/docs/_sources/tutorials/optimize/opt_gemm.rst.txt b/docs/_sources/tutorials/optimize/opt_gemm.rst.txt
index 030310a..c6bd55f 100644
--- a/docs/_sources/tutorials/optimize/opt_gemm.rst.txt
+++ b/docs/_sources/tutorials/optimize/opt_gemm.rst.txt
@@ -118,8 +118,8 @@ Then we write a baseline implementation, the simplest way to write a matrix mult
.. code-block:: none
- Numpy running time: 0.006930
- Baseline: 5.950333
+ Numpy running time: 0.009676
+ Baseline: 3.525708
@@ -206,7 +206,7 @@ fill 32 * 32 * sizeof(float) which is 4KB in the cache whose total size is 32KB
.. code-block:: none
- Opt1: 0.127129
+ Opt1: 0.296598
@@ -300,7 +300,7 @@ In this tutorial, we chose to vectorize the inner loop row data since it is cach
.. code-block:: none
- Opt2: 0.141108
+ Opt2: 0.333919
@@ -389,7 +389,7 @@ the access pattern for A matrix is more cache friendly.
.. code-block:: none
- Opt3: 0.070495
+ Opt3: 0.116871
@@ -413,8 +413,8 @@ Here is the generated IR after loop permutation.
primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {B: Buffer(B_2: handle, float32, [1024, 1024], []),
- C: Buffer(C_2: handle, float32, [1024, 1024], []),
+ buffers = {C: Buffer(C_2: handle, float32, [1024, 1024], []),
+ B: Buffer(B_2: handle, float32, [1024, 1024], []),
A: Buffer(A_2: handle, float32, [1024, 1024], [])}
buffer_map = {A_1: A, B_1: B, C_1: C} {
for (x.outer: int32, 0, 32) {
@@ -497,7 +497,7 @@ the corresponding value from the packed array.
.. code-block:: none
- Opt4: 0.068150
+ Opt4: 0.106136
@@ -607,7 +607,7 @@ write to C when all the block results are ready.
.. code-block:: none
- Opt5: 0.061840
+ Opt5: 0.098469
@@ -723,7 +723,7 @@ Futhermore, we can also utilize multi-core processors to do the thread-level par
.. code-block:: none
- Opt6: 0.017352
+ Opt6: 0.032362
@@ -747,8 +747,8 @@ Here is the generated IR after parallelization.
primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {B: Buffer(B_2: handle, float32, [1024, 1024], []),
- C: Buffer(C_2: handle, float32, [1024, 1024], []),
+ buffers = {C: Buffer(C_2: handle, float32, [1024, 1024], []),
+ B: Buffer(B_2: handle, float32, [1024, 1024], []),
A: Buffer(A_2: handle, float32, [1024, 1024], [])}
buffer_map = {A_1: A, B_1: B, C_1: C} {
attr [packedB: handle] "storage_scope" = "global";
diff --git a/docs/_sources/tutorials/optimize/sg_execution_times.rst.txt b/docs/_sources/tutorials/optimize/sg_execution_times.rst.txt
index ad44083..57dd9e7 100644
--- a/docs/_sources/tutorials/optimize/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorials/optimize/sg_execution_times.rst.txt
@@ -5,9 +5,9 @@
Computation times
=================
-**00:27.636** total execution time for **tutorials_optimize** files:
+**00:28.099** total execution time for **tutorials_optimize** files:
-- **00:25.842**: :ref:`sphx_glr_tutorials_optimize_opt_gemm.py` (``opt_gemm.py``)
-- **00:00.962**: :ref:`sphx_glr_tutorials_optimize_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``)
-- **00:00.669**: :ref:`sphx_glr_tutorials_optimize_opt_conv_cuda.py` (``opt_conv_cuda.py``)
-- **00:00.163**: :ref:`sphx_glr_tutorials_optimize_opt_matmul_auto_tensorcore.py` (``opt_matmul_auto_tensorcore.py``)
+- **00:25.746**: :ref:`sphx_glr_tutorials_optimize_opt_gemm.py` (``opt_gemm.py``)
+- **00:01.180**: :ref:`sphx_glr_tutorials_optimize_opt_conv_tensorcore.py` (``opt_conv_tensorcore.py``)
+- **00:00.975**: :ref:`sphx_glr_tutorials_optimize_opt_conv_cuda.py` (``opt_conv_cuda.py``)
+- **00:00.197**: :ref:`sphx_glr_tutorials_optimize_opt_matmul_auto_tensorcore.py` (``opt_matmul_auto_tensorcore.py``)
diff --git a/docs/_sources/tutorials/relay_quick_start.rst.txt b/docs/_sources/tutorials/relay_quick_start.rst.txt
index c3d79b7..5107a05 100644
--- a/docs/_sources/tutorials/relay_quick_start.rst.txt
+++ b/docs/_sources/tutorials/relay_quick_start.rst.txt
@@ -223,7 +223,7 @@ in this example. Then the machine code will be generated as the module library.
.. code-block:: none
-
...1%, 0.01 MB, 21 KB/s, 0 seconds passed
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ed
...43%, 0.17 MB, 453 KB/s, 0 seconds passed
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econds passed
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+
...1%, 0.01 MB, 11 KB/s, 0 seconds passed
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ds passed
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Cannot find config for target=cuda -keys=cuda,gpu -max_num_threads=1024 -model=unknown -thread_warp_size=32, workload=('dense_small_batch.cuda', ('TENSOR', (1, 512), 'float32'), ('TENSOR', (1000, 512), 'float32'), None, 'float32'). A fallback configuration is used, which may bring great performance regression.
@@ -298,7 +298,7 @@ back in deploy environment.
.. code-block:: none
- ['deploy_lib.tar', 'deploy_param.params', 'deploy_graph.json']
+ ['deploy_lib.tar', 'deploy_graph.json', 'deploy_param.params']
diff --git a/docs/_sources/tutorials/sg_execution_times.rst.txt b/docs/_sources/tutorials/sg_execution_times.rst.txt
index b7ceee9..2ed5563 100644
--- a/docs/_sources/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorials/sg_execution_times.rst.txt
@@ -5,8 +5,8 @@
Computation times
=================
-**00:10.247** total execution time for **tutorials** files:
+**00:12.404** total execution time for **tutorials** files:
-- **00:09.779**: :ref:`sphx_glr_tutorials_relay_quick_start.py` (``relay_quick_start.py``)
-- **00:00.336**: :ref:`sphx_glr_tutorials_tensor_expr_get_started.py` (``tensor_expr_get_started.py``)
-- **00:00.132**: :ref:`sphx_glr_tutorials_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``)
+- **00:11.916**: :ref:`sphx_glr_tutorials_relay_quick_start.py` (``relay_quick_start.py``)
+- **00:00.355**: :ref:`sphx_glr_tutorials_tensor_expr_get_started.py` (``tensor_expr_get_started.py``)
+- **00:00.133**: :ref:`sphx_glr_tutorials_cross_compilation_and_rpc.py` (``cross_compilation_and_rpc.py``)
diff --git a/docs/_sources/tutorials/tensor_expr_get_started.rst.txt b/docs/_sources/tutorials/tensor_expr_get_started.rst.txt
index b94b66d..fab762a 100644
--- a/docs/_sources/tutorials/tensor_expr_get_started.rst.txt
+++ b/docs/_sources/tutorials/tensor_expr_get_started.rst.txt
@@ -324,7 +324,7 @@ The following code first performs the following steps:
.. code-block:: none
- ['myadd.tvm_meta.json', 'myadd.so', 'myadd.ptx', 'myadd.o']
+ ['myadd.tvm_meta.json', 'myadd.ptx', 'myadd.so', 'myadd.o']
diff --git a/docs/_sources/tutorials/topi/intro_topi.rst.txt b/docs/_sources/tutorials/topi/intro_topi.rst.txt
index 4023bd1..48507d3 100644
--- a/docs/_sources/tutorials/topi/intro_topi.rst.txt
+++ b/docs/_sources/tutorials/topi/intro_topi.rst.txt
@@ -230,7 +230,7 @@ As you can see, scheduled stages of computation have been accumulated and we can
.. code-block:: none
- [stage(a, 0x17c5dfaf0), stage(b, 0x1599bdfe0), stage(T_add, 0x18115f990), stage(T_multiply, 0x156b5edc0), stage(T_elemwise_sum, 0x1599bd5a0), stage(T_divide, 0x16551b0e0), stage(T_divide_red.rf, 0x1811612f0), stage(T_divide_red, 0x15a442880)]
+ [stage(a, 0x16e2ba9b0), stage(b, 0x158cc2f00), stage(T_add, 0xf42565e0), stage(T_multiply, 0x17c2271d0), stage(T_elemwise_sum, 0x158cc20c0), stage(T_divide, 0x180e2cd30), stage(T_divide_red.rf, 0x158c7fcb0), stage(T_divide_red, 0x17dc333e0)]
diff --git a/docs/_sources/tutorials/topi/sg_execution_times.rst.txt b/docs/_sources/tutorials/topi/sg_execution_times.rst.txt
index e8da589..2f035db 100644
--- a/docs/_sources/tutorials/topi/sg_execution_times.rst.txt
+++ b/docs/_sources/tutorials/topi/sg_execution_times.rst.txt
@@ -5,6 +5,6 @@
Computation times
=================
-**00:00.507** total execution time for **tutorials_topi** files:
+**00:00.602** total execution time for **tutorials_topi** files:
-- **00:00.507**: :ref:`sphx_glr_tutorials_topi_intro_topi.py` (``intro_topi.py``)
+- **00:00.602**: :ref:`sphx_glr_tutorials_topi_intro_topi.py` (``intro_topi.py``)
diff --git a/docs/_sources/vta/tutorials/autotvm/sg_execution_times.rst.txt b/docs/_sources/vta/tutorials/autotvm/sg_execution_times.rst.txt
index 836b040..a0f4a3a 100644
--- a/docs/_sources/vta/tutorials/autotvm/sg_execution_times.rst.txt
+++ b/docs/_sources/vta/tutorials/autotvm/sg_execution_times.rst.txt
@@ -5,6 +5,6 @@
Computation times
=================
-**00:03.715** total execution time for **vta_tutorials_autotvm** files:
+**00:04.726** total execution time for **vta_tutorials_autotvm** files:
-- **00:03.715**: :ref:`sphx_glr_vta_tutorials_autotvm_tune_relay_vta.py` (``tune_relay_vta.py``)
+- **00:04.726**: :ref:`sphx_glr_vta_tutorials_autotvm_tune_relay_vta.py` (``tune_relay_vta.py``)
diff --git a/docs/_sources/vta/tutorials/autotvm/tune_relay_vta.rst.txt b/docs/_sources/vta/tutorials/autotvm/tune_relay_vta.rst.txt
index 2e9c5d8..f41d38c 100644
--- a/docs/_sources/vta/tutorials/autotvm/tune_relay_vta.rst.txt
+++ b/docs/_sources/vta/tutorials/autotvm/tune_relay_vta.rst.txt
@@ -481,7 +481,7 @@ Finally, we launch tuning jobs and evaluate the end-to-end performance.
.. code-block:: none
Extract tasks...
-
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nds passed
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...82%, 0.59 MB, 2733 KB/s, 0 seconds passed
...83%, 0.60 MB, 2767 KB/s, 0 seconds passed
...84%, 0.61 MB, 2797 KB/s, 0 seconds passed
...85%, 0.62 MB, 2832 KB/s, 0 seconds passed
...87%, 0.62 MB, 2866 KB/s, 0 seconds passed
...88%, 0.63 MB, 2900 KB/s, 0 seconds passed
...89%, 0.64 MB, 2935 KB/s, 0 seconds passed
..
.90%, 0.65 MB, 2969 KB/s, 0 seconds passed
...91%, 0.66 MB, 3003 KB/s, 0 seconds passed
...92%, 0.66 MB, 3038 KB/s, 0 seconds passed
...93%, 0.67 MB, 3038 KB/s, 0 seconds passed
...94%, 0.68 MB, 3071 KB/s, 0 seconds passed
...95%, 0.69 MB, 3105 KB/s, 0 seconds passed
...96%, 0.70 MB, 3139 KB/s, 0 seconds passed
...97%, 0.70 MB, 3168 KB/s, 0 seconds passed
...99%, 0.71 MB, 3202 KB/s, 0 seconds passed
...100%, 0.72 MB, 3233 KB/s, 0 seconds passed
+
...1%, 0.01 MB, 215 KB/s, 0 seconds passed
...2%, 0.02 MB, 362 KB/s, 0 seconds passed
...3%, 0.02 MB, 541 KB/s, 0 seconds passed
...4%, 0.03 MB, 705 KB/s, 0 seconds passed
...5%, 0.04 MB, 775 KB/s, 0 seconds passed
...6%, 0.05 MB, 921 KB/s, 0 seconds passed
...7%, 0.05 MB, 1061 KB/s, 0 seconds passed
...8%, 0.06 MB, 1192 KB/s, 0 seconds passed
...9%, 0.07 MB, 1320 KB/s, 0 seconds passed
...10%, 0.08 MB, 1454 KB/s, 0 seconds passed
...11%, 0.09 MB, 1493 KB/s, 0 seconds passed
...13%, 0.09 MB, 1614 KB/s, 0 seconds passed
...14%, 0.10 MB, 1741 KB/s, 0 seconds passed
...15%, 0.11 MB, 1872 KB/s, 0 seconds passed
...16%, 0.12 MB, 1988 KB/s, 0 seconds passed
...17%, 0.12 MB, 2117 KB/s, 0 seconds passed
...18%, 0.13 MB, 2219 KB/s, 0 seconds passed
...19%, 0.14 MB, 2345 KB/s, 0 seconds passed
...20%, 0.15 MB, 2434 KB/s, 0 seconds passed
...21%, 0.16 MB, 2558 KB/s, 0 seconds passed
...22%, 0.16 MB, 2682 KB/s,
0 seconds passed
...23%, 0.17 MB, 2783 KB/s, 0 seconds passed
...25%, 0.18 MB, 2775 KB/s, 0 seconds passed
...26%, 0.19 MB, 2891 KB/s, 0 seconds passed
...27%, 0.20 MB, 2990 KB/s, 0 seconds passed
...28%, 0.20 MB, 3105 KB/s, 0 seconds passed
...29%, 0.21 MB, 3220 KB/s, 0 seconds passed
...30%, 0.22 MB, 3315 KB/s, 0 seconds passed
...31%, 0.23 MB, 3428 KB/s, 0 seconds passed
...32%, 0.23 MB, 3524 KB/s, 0 seconds passed
...33%, 0.24 MB, 3636 KB/s, 0 seconds passed
...34%, 0.25 MB, 3726 KB/s, 0 seconds passed
...35%, 0.26 MB, 3835 KB/s, 0 seconds passed
...36%, 0.27 MB, 3946 KB/s, 0 seconds passed
...38%, 0.27 MB, 4056 KB/s, 0 seconds passed
...39%, 0.28 MB, 4166 KB/s, 0 seconds passed
...40%, 0.29 MB, 4256 KB/s, 0 seconds passed
...41%, 0.30 MB, 4347 KB/s, 0 seconds passed
...42%, 0.30 MB, 4455 KB/s, 0 seconds passed
...43%, 0.31 MB, 4563 KB/s, 0 seconds passed
...44%, 0.32 MB, 4671 KB/s, 0 seconds passed
...45%, 0.33 MB, 4778 KB/s, 0 seconds passed
...46%, 0.34 MB, 4885 KB/s, 0 seconds passed
...47%, 0.34 MB, 4977 KB/s, 0 seconds passed
...48%, 0.35 MB, 5082 KB/s, 0 seconds passed
...50%, 0.36 MB, 4992 KB/s, 0 seconds passed
...51%, 0.37 MB, 5093 KB/s, 0 seconds passed
...52%, 0.38 MB, 5168 KB/s, 0 seconds passed
...53%, 0.38 MB, 5267 KB/s, 0 seconds passed
...54%, 0.39 MB, 5368 KB/s, 0 seconds passed
...55%, 0.40 MB, 5468 KB/s, 0 seconds passed
...56%, 0.41 MB, 5541 KB/s, 0 seconds passed
...57%, 0.41 MB, 5639 KB/s, 0 seconds passed
...58%, 0.42 MB, 5672 KB/s, 0 seconds passed
...59%, 0.43 MB, 5769 KB/s, 0 seconds passed
...60%, 0.44 MB, 5867 KB/s, 0 seconds passed
...62%, 0.45 MB, 5947 KB/s, 0 seconds passed
...63%, 0.45 MB, 6043 KB/s, 0 seconds passed
...64%, 0.46 MB, 6140 KB/s, 0 seconds passed
...65%, 0.47 MB, 6236 KB/s, 0 seconds passed
...66%, 0.48 MB, 6286 KB/s, 0 seconds passed
...67%, 0.48
MB, 6360 KB/s, 0 seconds passed
...68%, 0.49 MB, 6454 KB/s, 0 seconds passed
...69%, 0.50 MB, 6548 KB/s, 0 seconds passed
...70%, 0.51 MB, 6586 KB/s, 0 seconds passed
...71%, 0.52 MB, 6678 KB/s, 0 seconds passed
...72%, 0.52 MB, 6771 KB/s, 0 seconds passed
...73%, 0.53 MB, 6864 KB/s, 0 seconds passed
...75%, 0.54 MB, 6808 KB/s, 0 seconds passed
...76%, 0.55 MB, 6896 KB/s, 0 seconds passed
...77%, 0.55 MB, 6950 KB/s, 0 seconds passed
...78%, 0.56 MB, 7037 KB/s, 0 seconds passed
...79%, 0.57 MB, 7127 KB/s, 0 seconds passed
...80%, 0.58 MB, 7215 KB/s, 0 seconds passed
...81%, 0.59 MB, 7277 KB/s, 0 seconds passed
...82%, 0.59 MB, 7365 KB/s, 0 seconds passed
...83%, 0.60 MB, 7371 KB/s, 0 seconds passed
...84%, 0.61 MB, 7457 KB/s, 0 seconds passed
...85%, 0.62 MB, 7544 KB/s, 0 seconds passed
...87%, 0.62 MB, 7630 KB/s, 0 seconds passed
...88%, 0.63 MB, 7709 KB/s, 0 seconds passed
...89%, 0.64 MB, 7795 KB/s, 0
seconds passed
...90%, 0.65 MB, 7856 KB/s, 0 seconds passed
...91%, 0.66 MB, 7940 KB/s, 0 seconds passed
...92%, 0.66 MB, 7988 KB/s, 0 seconds passed
...93%, 0.67 MB, 8064 KB/s, 0 seconds passed
...94%, 0.68 MB, 8119 KB/s, 0 seconds passed
...95%, 0.69 MB, 8202 KB/s, 0 seconds passed
...96%, 0.70 MB, 8261 KB/s, 0 seconds passed
...97%, 0.70 MB, 8344 KB/s, 0 seconds passed
...99%, 0.71 MB, 8394 KB/s, 0 seconds passed
...100%, 0.72 MB, 8463 KB/s, 0 seconds passed
Extracted 10 conv2d tasks:
(1, 14, 14, 256, 512, 1, 1, 0, 0, 2, 2)
(1, 28, 28, 128, 256, 1, 1, 0, 0, 2, 2)
diff --git a/docs/_sources/vta/tutorials/frontend/deploy_classification.rst.txt b/docs/_sources/vta/tutorials/frontend/deploy_classification.rst.txt
index c4e5551..606f2da 100644
--- a/docs/_sources/vta/tutorials/frontend/deploy_classification.rst.txt
+++ b/docs/_sources/vta/tutorials/frontend/deploy_classification.rst.txt
@@ -243,8 +243,8 @@ The compilation steps are:
.. code-block:: none
-
...12%, 0.01 MB, 47 KB/s, 0 seconds passed
...25%, 0.02 MB, 94 KB/s, 0 seconds passed
...38%, 0.02 MB, 141 KB/s, 0 seconds passed
...51%, 0.03 MB, 188 KB/s, 0 seconds passed
...64%, 0.04 MB, 235 KB/s, 0 seconds passed
...77%, 0.05 MB, 281 KB/s, 0 seconds passed
...89%, 0.05 MB, 328 KB/s, 0 seconds passed
...100%, 0.06 MB, 374 KB/s, 0 seconds passed
- resnet18_v1 inference graph built in 4.12s!
+
...12%, 0.01 MB, 198 KB/s, 0 seconds passed
...25%, 0.02 MB, 331 KB/s, 0 seconds passed
...38%, 0.02 MB, 495 KB/s, 0 seconds passed
...51%, 0.03 MB, 651 KB/s, 0 seconds passed
...64%, 0.04 MB, 800 KB/s, 0 seconds passed
...77%, 0.05 MB, 840 KB/s, 0 seconds passed
...89%, 0.05 MB, 974 KB/s, 0 seconds passed
...100%, 0.06 MB, 1091 KB/s, 0 seconds passed
+ resnet18_v1 inference graph built in 5.16s!
diff --git a/docs/_sources/vta/tutorials/frontend/deploy_detection.rst.txt b/docs/_sources/vta/tutorials/frontend/deploy_detection.rst.txt
index def0002..cb3c11a 100644
--- a/docs/_sources/vta/tutorials/frontend/deploy_detection.rst.txt
+++ b/docs/_sources/vta/tutorials/frontend/deploy_detection.rst.txt
@@ -315,7 +315,7 @@ The compilation steps are:
.. code-block:: none
- yolov3-tiny inference graph built in 5.07s!
+ yolov3-tiny inference graph built in 6.05s!
diff --git a/docs/_sources/vta/tutorials/frontend/sg_execution_times.rst.txt b/docs/_sources/vta/tutorials/frontend/sg_execution_times.rst.txt
index a378d70..0742ef5 100644
--- a/docs/_sources/vta/tutorials/frontend/sg_execution_times.rst.txt
+++ b/docs/_sources/vta/tutorials/frontend/sg_execution_times.rst.txt
@@ -5,7 +5,7 @@
Computation times
=================
-**00:52.876** total execution time for **vta_tutorials_frontend** files:
+**01:01.239** total execution time for **vta_tutorials_frontend** files:
-- **00:31.536**: :ref:`sphx_glr_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``)
-- **00:21.340**: :ref:`sphx_glr_vta_tutorials_frontend_deploy_classification.py` (``deploy_classification.py``)
+- **00:36.704**: :ref:`sphx_glr_vta_tutorials_frontend_deploy_detection.py` (``deploy_detection.py``)
+- **00:24.535**: :ref:`sphx_glr_vta_tutorials_frontend_deploy_classification.py` (``deploy_classification.py``)
diff --git a/docs/_sources/vta/tutorials/matrix_multiply.rst.txt b/docs/_sources/vta/tutorials/matrix_multiply.rst.txt
index cd0584a..565e62e 100644
--- a/docs/_sources/vta/tutorials/matrix_multiply.rst.txt
+++ b/docs/_sources/vta/tutorials/matrix_multiply.rst.txt
@@ -304,8 +304,8 @@ After we construct the schedule, by default the schedule computes
primfn(A_1: handle, B_1: handle, C_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {C: Buffer(C_2: handle, int8, [1, 16, 1, 16], []),
- B: Buffer(B_2: handle, int8, [16, 16, 16, 16], []),
+ buffers = {B: Buffer(B_2: handle, int8, [16, 16, 16, 16], []),
+ C: Buffer(C_2: handle, int8, [1, 16, 1, 16], []),
A: Buffer(A_2: handle, int8, [1, 16, 1, 16], [])}
buffer_map = {A_1: A, B_1: B, C_1: C} {
attr [A_buf: handle] "storage_scope" = "global";
diff --git a/docs/_sources/vta/tutorials/optimize/convolution_opt.rst.txt b/docs/_sources/vta/tutorials/optimize/convolution_opt.rst.txt
index ce0e246..011c550 100644
--- a/docs/_sources/vta/tutorials/optimize/convolution_opt.rst.txt
+++ b/docs/_sources/vta/tutorials/optimize/convolution_opt.rst.txt
@@ -257,8 +257,8 @@ Those include:
primfn(data_1: handle, kernel_1: handle, res_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {kernel: Buffer(kernel_2: handle, int8, [16, 16, 3, 3, 16, 16], []),
- res: Buffer(res_2: handle, int8, [1, 16, 14, 14, 1, 16], []),
+ buffers = {res: Buffer(res_2: handle, int8, [1, 16, 14, 14, 1, 16], []),
+ kernel: Buffer(kernel_2: handle, int8, [16, 16, 3, 3, 16, 16], []),
data: Buffer(data_2: handle, int8, [1, 16, 14, 14, 1, 16], [])}
buffer_map = {data_1: data, kernel_1: kernel, res_1: res} {
attr [data_buf: handle] "storage_scope" = "global";
@@ -453,8 +453,8 @@ below.
primfn(data_1: handle, kernel_1: handle, res_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {res: Buffer(res_2: handle, int8, [1, 16, 14, 14, 1, 16], []),
- kernel: Buffer(kernel_2: handle, int8, [16, 16, 3, 3, 16, 16], []),
+ buffers = {kernel: Buffer(kernel_2: handle, int8, [16, 16, 3, 3, 16, 16], []),
+ res: Buffer(res_2: handle, int8, [1, 16, 14, 14, 1, 16], []),
data: Buffer(data_2: handle, int8, [1, 16, 14, 14, 1, 16], [])}
buffer_map = {data_1: data, kernel_1: kernel, res_1: res} {
attr [data_buf: handle] "storage_scope" = "global";
diff --git a/docs/_sources/vta/tutorials/optimize/matrix_multiply_opt.rst.txt b/docs/_sources/vta/tutorials/optimize/matrix_multiply_opt.rst.txt
index 5d93faa..f114ffc 100644
--- a/docs/_sources/vta/tutorials/optimize/matrix_multiply_opt.rst.txt
+++ b/docs/_sources/vta/tutorials/optimize/matrix_multiply_opt.rst.txt
@@ -202,8 +202,8 @@ Those include:
primfn(data_1: handle, weight_1: handle, res_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {res: Buffer(res_2: handle, int8, [1, 64, 1, 16], []),
- weight: Buffer(weight_2: handle, int8, [64, 64, 16, 16], []),
+ buffers = {weight: Buffer(weight_2: handle, int8, [64, 64, 16, 16], []),
+ res: Buffer(res_2: handle, int8, [1, 64, 1, 16], []),
data: Buffer(data_2: handle, int8, [1, 64, 1, 16], [])}
buffer_map = {data_1: data, weight_1: weight, res_1: res} {
attr [data_buf: handle] "storage_scope" = "global";
@@ -507,8 +507,8 @@ and mapping the shift, and clipping computation to the vector ALU.
primfn(data_1: handle, weight_1: handle, res_1: handle) -> ()
attr = {"global_symbol": "main", "tir.noalias": True}
- buffers = {weight: Buffer(weight_2: handle, int8, [64, 64, 16, 16], []),
- res: Buffer(res_2: handle, int8, [1, 64, 1, 16], []),
+ buffers = {res: Buffer(res_2: handle, int8, [1, 64, 1, 16], []),
+ weight: Buffer(weight_2: handle, int8, [64, 64, 16, 16], []),
data: Buffer(data_2: handle, int8, [1, 64, 1, 16], [])}
buffer_map = {data_1: data, weight_1: weight, res_1: res} {
attr [res_gem: handle] "storage_scope" = "local.acc_buffer";
diff --git a/docs/_sources/vta/tutorials/optimize/sg_execution_times.rst.txt b/docs/_sources/vta/tutorials/optimize/sg_execution_times.rst.txt
index f7e3241..742aea9 100644
--- a/docs/_sources/vta/tutorials/optimize/sg_execution_times.rst.txt
+++ b/docs/_sources/vta/tutorials/optimize/sg_execution_times.rst.txt
@@ -5,7 +5,7 @@
Computation times
=================
-**00:02.967** total execution time for **vta_tutorials_optimize** files:
+**00:03.704** total execution time for **vta_tutorials_optimize** files:
-- **00:02.605**: :ref:`sphx_glr_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``)
-- **00:00.361**: :ref:`sphx_glr_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``)
+- **00:03.219**: :ref:`sphx_glr_vta_tutorials_optimize_convolution_opt.py` (``convolution_opt.py``)
+- **00:00.485**: :ref:`sphx_glr_vta_tutorials_optimize_matrix_multiply_opt.py` (``matrix_multiply_opt.py``)
diff --git a/docs/_sources/vta/tutorials/sg_execution_times.rst.txt b/docs/_sources/vta/tutorials/sg_execution_times.rst.txt
index 6efd822..c60b471 100644
--- a/docs/_sources/vta/tutorials/sg_execution_times.rst.txt
+++ b/docs/_sources/vta/tutorials/sg_execution_times.rst.txt
@@ -5,7 +5,7 @@
Computation times
=================
-**00:00.651** total execution time for **vta_tutorials** files:
+**00:00.855** total execution time for **vta_tutorials** files:
-- **00:00.338**: :ref:`sphx_glr_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``)
-- **00:00.312**: :ref:`sphx_glr_vta_tutorials_vta_get_started.py` (``vta_get_started.py``)
+- **00:00.449**: :ref:`sphx_glr_vta_tutorials_matrix_multiply.py` (``matrix_multiply.py``)
+- **00:00.406**: :ref:`sphx_glr_vta_tutorials_vta_get_started.py` (``vta_get_started.py``)
diff --git a/docs/api/doxygen/annotated.html b/docs/api/doxygen/annotated.html
index c69c566..046d591 100644
--- a/docs/api/doxygen/annotated.html
+++ b/docs/api/doxygen/annotated.html
@@ -153,8 +153,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<tr id="row_2_1_34_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1detail_1_1ValueTypeInfoMaker.html" target="_self">ValueTypeInfoMaker</a></td><td class="desc"></td></tr>
<tr id="row_2_2_" style="display:none;"><td class="entry"><span style="width:16px;display:inline-block;"> </span><span id="arr_2_2_" class="arrow" onclick="toggleFolder('2_2_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1relay.html" target="_self">relay</a></td><td class="desc">Relay: a high level functional IR for TVM </td></tr>
<tr id="row_2_2_0_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_2_2_0_" class="arrow" onclick="toggleFolder('2_2_0_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1relay_1_1qnn.html" target="_self">qnn</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_0_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1qnn_1_1QuantizeAttrs.html" target="_self">QuantizeAttrs</a></td><td class="desc">Attribute for quantize operator </td></tr>
-<tr id="row_2_2_0_1_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1qnn_1_1RequantizeAttrs.html" target="_self">RequantizeAttrs</a></td><td class="desc">Attribute for requantize operator </td></tr>
+<tr id="row_2_2_0_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1qnn_1_1DequantizeAttrs.html" target="_self">DequantizeAttrs</a></td><td class="desc">Attribute for dequantize operator </td></tr>
+<tr id="row_2_2_0_1_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1qnn_1_1QuantizeAttrs.html" target="_self">QuantizeAttrs</a></td><td class="desc">Attribute for quantize operator </td></tr>
+<tr id="row_2_2_0_2_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1qnn_1_1RequantizeAttrs.html" target="_self">RequantizeAttrs</a></td><td class="desc">Attribute for requantize operator </td></tr>
<tr id="row_2_2_1_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1AdaptivePool2DAttrs.html" target="_self">AdaptivePool2DAttrs</a></td><td class="desc">Attributes for adaptive pool operator </td></tr>
<tr id="row_2_2_2_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1AdaptivePool3DAttrs.html" target="_self">AdaptivePool3DAttrs</a></td><td class="desc"></td></tr>
<tr id="row_2_2_3_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1AffineGridAttrs.html" target="_self">AffineGridAttrs</a></td><td class="desc">Attributes used in image affine_grid operator </td></tr>
@@ -232,127 +233,130 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<tr id="row_2_2_75_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1ExprVisitor.html" target="_self">ExprVisitor</a></td><td class="desc">A simple visitor wrapper around <a class="el" href="classtvm_1_1relay_1_1ExprFunctor.html" title="A dynamical functor that dispatches on in the first Expr argument. You can use this as a more powerfu...">Ex [...]
<tr id="row_2_2_76_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1FeatureSet.html" target="_self">FeatureSet</a></td><td class="desc">A finite set of Feature </td></tr>
<tr id="row_2_2_77_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1FIFOBufferAttrs.html" target="_self">FIFOBufferAttrs</a></td><td class="desc">Attributes for FIFO buffer operator </td></tr>
-<tr id="row_2_2_78_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Function.html" target="_self">Function</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1relay_1_1FunctionNode.html" title="Relay Function container. ">FunctionNode</a> </td></tr>
-<tr id="row_2_2_79_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1FunctionNode.html" target="_self">FunctionNode</a></td><td class="desc">Relay <a class="el" href="classtvm_1_1relay_1_1Function.html" title="Managed reference to FunctionNode. ">Function</a> container </td></tr>
-<tr id="row_2_2_80_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GatherAttrs.html" target="_self">GatherAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_81_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GetValidCountsAttrs.html" target="_self">GetValidCountsAttrs</a></td><td class="desc">Attributes used in get_valid_counts operator </td></tr>
-<tr id="row_2_2_82_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GlobalPool2DAttrs.html" target="_self">GlobalPool2DAttrs</a></td><td class="desc">Attributes for global pool operator </td></tr>
-<tr id="row_2_2_83_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GridSampleAttrs.html" target="_self">GridSampleAttrs</a></td><td class="desc">Attributes used in image grid_sample operator </td></tr>
-<tr id="row_2_2_84_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GroupNormAttrs.html" target="_self">GroupNormAttrs</a></td><td class="desc">Attributes used in group_norm operator </td></tr>
-<tr id="row_2_2_85_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Id.html" target="_self">Id</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_86_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1IdNode.html" target="_self">IdNode</a></td><td class="desc">The unique identifier of variables </td></tr>
-<tr id="row_2_2_87_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1If.html" target="_self">If</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_88_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1IfNode.html" target="_self">IfNode</a></td><td class="desc">Container of <a class="el" href="classtvm_1_1relay_1_1If.html">If</a> </td></tr>
-<tr id="row_2_2_89_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1InitOpAttrs.html" target="_self">InitOpAttrs</a></td><td class="desc">Attributes that specify a tensor </td></tr>
-<tr id="row_2_2_90_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1InstanceNormAttrs.html" target="_self">InstanceNormAttrs</a></td><td class="desc">Attributes used in instance_norm operator </td></tr>
-<tr id="row_2_2_91_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1InterpreterClosure.html" target="_self">InterpreterClosure</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_92_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1InterpreterClosureObj.html" target="_self">InterpreterClosureObj</a></td><td class="desc">The container type of Closures used by the interpreter </td></tr>
-<tr id="row_2_2_93_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1L2NormalizeAttrs.html" target="_self">L2NormalizeAttrs</a></td><td class="desc">Attributes for L2Normalize operator </td></tr>
-<tr id="row_2_2_94_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LayerNormAttrs.html" target="_self">LayerNormAttrs</a></td><td class="desc">Attributes used in layer_norm operator </td></tr>
-<tr id="row_2_2_95_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LayoutTransformAttrs.html" target="_self">LayoutTransformAttrs</a></td><td class="desc">Attributes for LayoutTransform operator </td></tr>
-<tr id="row_2_2_96_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LeakyReluAttrs.html" target="_self">LeakyReluAttrs</a></td><td class="desc">Attributes for leaky relu operator </td></tr>
-<tr id="row_2_2_97_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Let.html" target="_self">Let</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_98_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1LetNode.html" target="_self">LetNode</a></td><td class="desc">A binding of a sub-network </td></tr>
-<tr id="row_2_2_99_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LRNAttrs.html" target="_self">LRNAttrs</a></td><td class="desc">Attributes for LRN operator </td></tr>
-<tr id="row_2_2_100_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Match.html" target="_self">Match</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_101_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1MatchNode.html" target="_self">MatchNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Match.html">Match</a> container node </td></tr>
-<tr id="row_2_2_102_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool1DAttrs.html" target="_self">MaxPool1DAttrs</a></td><td class="desc">Attributes for 1D max pool operator </td></tr>
-<tr id="row_2_2_103_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool2DAttrs.html" target="_self">MaxPool2DAttrs</a></td><td class="desc">Attributes for max pool operator </td></tr>
-<tr id="row_2_2_104_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool3DAttrs.html" target="_self">MaxPool3DAttrs</a></td><td class="desc">Attributes for 3D max pool operator </td></tr>
-<tr id="row_2_2_105_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MeshgridAttrs.html" target="_self">MeshgridAttrs</a></td><td class="desc">Attributes used in meshgrid operators </td></tr>
-<tr id="row_2_2_106_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MirrorPadAttrs.html" target="_self">MirrorPadAttrs</a></td><td class="desc">Attributes used for the MirrorPadding operator </td></tr>
-<tr id="row_2_2_107_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1MixedModeMutator.html" target="_self">MixedModeMutator</a></td><td class="desc">Non-recursive DFS Graph Traversal for Custom Rewriting Passes </td></tr>
-<tr id="row_2_2_108_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1MixedModeVisitor.html" target="_self">MixedModeVisitor</a></td><td class="desc">A wrapper around <a class="el" href="classtvm_1_1relay_1_1ExprVisitor.html" title="A simple visitor wrapper around ExprFunctor. Recursively visit the content. ">ExprVisitor</a> which traverses th [...]
-<tr id="row_2_2_109_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MultiBoxPriorAttrs.html" target="_self">MultiBoxPriorAttrs</a></td><td class="desc">Attributes used in multibox_prior operators </td></tr>
-<tr id="row_2_2_110_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MultiBoxTransformLocAttrs.html" target="_self">MultiBoxTransformLocAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_111_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1NdarraySizeAttrs.html" target="_self">NdarraySizeAttrs</a></td><td class="desc">Attributes for ndarray_size operator </td></tr>
-<tr id="row_2_2_112_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1NonMaximumSuppressionAttrs.html" target="_self">NonMaximumSuppressionAttrs</a></td><td class="desc">Attributes used in non_maximum_suppression operator </td></tr>
-<tr id="row_2_2_113_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1OnDeviceAttrs.html" target="_self">OnDeviceAttrs</a></td><td class="desc">Options for the device annotation operators </td></tr>
-<tr id="row_2_2_114_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1OneHotAttrs.html" target="_self">OneHotAttrs</a></td><td class="desc">Attributes used in one-hot operator </td></tr>
-<tr id="row_2_2_115_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpImplementation.html" target="_self">OpImplementation</a></td><td class="desc">Operator implementation class </td></tr>
-<tr id="row_2_2_116_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpImplementationNode.html" target="_self">OpImplementationNode</a></td><td class="desc">Operator implementation that includes compute and schedule function </td></tr>
-<tr id="row_2_2_117_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpSpecialization.html" target="_self">OpSpecialization</a></td><td class="desc">Operator specialization class </td></tr>
-<tr id="row_2_2_118_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpSpecializationNode.html" target="_self">OpSpecializationNode</a></td><td class="desc">Specialized implementations for operators under certain conditions </td></tr>
-<tr id="row_2_2_119_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpStrategy.html" target="_self">OpStrategy</a></td><td class="desc">Operator strategy class </td></tr>
-<tr id="row_2_2_120_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpStrategyNode.html" target="_self">OpStrategyNode</a></td><td class="desc">Operator strategy to choose implementation </td></tr>
-<tr id="row_2_2_121_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1PadAttrs.html" target="_self">PadAttrs</a></td><td class="desc">Attributes used for the padding operator </td></tr>
-<tr id="row_2_2_122_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Pattern.html" target="_self">Pattern</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Pattern.html" title="Pattern is the base type for an ADT match pattern in Relay. ">Pattern</a> is the base type for an ADT match pattern in Relay </td></tr>
-<tr id="row_2_2_123_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternConstructor.html" target="_self">PatternConstructor</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_124_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternConstructorNode.html" target="_self">PatternConstructorNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1PatternVar.html">PatternVar</a> container node </td></tr>
-<tr id="row_2_2_125_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternFunctor.html" target="_self">PatternFunctor</a></td><td class="desc">A dynamical functor on ADT patterns that dispatches on its first argument. You can use this as a more powerful visitor, since it allows you to define the types of further arguments to VisitPattern </ [...]
-<tr id="row_2_2_126_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternFunctor_3_01R_07const_01Pattern_01_6n_00_01Args_8_8_8_08_4.html" target="_self">PatternFunctor< R(const Pattern &n, Args...)></a></td><td class="desc"></td></tr>
-<tr id="row_2_2_127_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternMutator.html" target="_self">PatternMutator</a></td><td class="desc">A wrapper around <a class="el" href="classtvm_1_1relay_1_1ExprFunctor.html" title="A dynamical functor that dispatches on in the first Expr argument. You can use this as a more powerfu...">ExprFuncto [...]
-<tr id="row_2_2_128_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternNode.html" target="_self">PatternNode</a></td><td class="desc">Base type for declaring relay pattern </td></tr>
-<tr id="row_2_2_129_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternTuple.html" target="_self">PatternTuple</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_130_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternTupleNode.html" target="_self">PatternTupleNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1PatternVar.html">PatternVar</a> container node </td></tr>
-<tr id="row_2_2_131_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternVar.html" target="_self">PatternVar</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_132_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternVarNode.html" target="_self">PatternVarNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1PatternVar.html">PatternVar</a> container node </td></tr>
-<tr id="row_2_2_133_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternVisitor.html" target="_self">PatternVisitor</a></td><td class="desc">A simple visitor wrapper around <a class="el" href="classtvm_1_1relay_1_1PatternFunctor.html" title="A dynamical functor on ADT patterns that dispatches on its first argument. You can use this as a m [...]
-<tr id="row_2_2_134_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternWildcard.html" target="_self">PatternWildcard</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_135_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternWildcardNode.html" target="_self">PatternWildcardNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1PatternWildcard.html">PatternWildcard</a> container node </td></tr>
-<tr id="row_2_2_136_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1PReluAttrs.html" target="_self">PReluAttrs</a></td><td class="desc">Attributes for prelu operator </td></tr>
-<tr id="row_2_2_137_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ProposalAttrs.html" target="_self">ProposalAttrs</a></td><td class="desc">Attributes used in proposal operators </td></tr>
-<tr id="row_2_2_138_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RecClosure.html" target="_self">RecClosure</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_139_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RecClosureObj.html" target="_self">RecClosureObj</a></td><td class="desc">The container type of <a class="el" href="classtvm_1_1relay_1_1RecClosure.html">RecClosure</a> </td></tr>
-<tr id="row_2_2_140_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReduceAttrs.html" target="_self">ReduceAttrs</a></td><td class="desc">Attributes for Reduce operators </td></tr>
-<tr id="row_2_2_141_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefCreate.html" target="_self">RefCreate</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_142_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefCreateNode.html" target="_self">RefCreateNode</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_143_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefRead.html" target="_self">RefRead</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_144_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefReadNode.html" target="_self">RefReadNode</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_145_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefValue.html" target="_self">RefValue</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_146_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1RefValueObj.html" target="_self">RefValueObj</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_147_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefWrite.html" target="_self">RefWrite</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_148_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefWriteNode.html" target="_self">RefWriteNode</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_149_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RelayNode.html" target="_self">RelayNode</a></td><td class="desc">This is the base node container of all relay structures </td></tr>
-<tr id="row_2_2_150_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1RepeatAttrs.html" target="_self">RepeatAttrs</a></td><td class="desc">Attributes used in repeat operators </td></tr>
-<tr id="row_2_2_151_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReshapeAttrs.html" target="_self">ReshapeAttrs</a></td><td class="desc">Attributes used in reshape operators </td></tr>
-<tr id="row_2_2_152_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1Resize3dAttrs.html" target="_self">Resize3dAttrs</a></td><td class="desc">Attributes used in image resize3d operator </td></tr>
-<tr id="row_2_2_153_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ResizeAttrs.html" target="_self">ResizeAttrs</a></td><td class="desc">Attributes used in image resize operator </td></tr>
-<tr id="row_2_2_154_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReverseAttrs.html" target="_self">ReverseAttrs</a></td><td class="desc">Attributes used in reverse operators </td></tr>
-<tr id="row_2_2_155_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html" target="_self">ReverseSequenceAttrs</a></td><td class="desc">Attributes used in reverse_sequence operators </td></tr>
-<tr id="row_2_2_156_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ROIAlignAttrs.html" target="_self">ROIAlignAttrs</a></td><td class="desc">Attributes used in roi_align operators </td></tr>
-<tr id="row_2_2_157_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ROIPoolAttrs.html" target="_self">ROIPoolAttrs</a></td><td class="desc">Attributes used in roi_pool operators </td></tr>
-<tr id="row_2_2_158_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ScatterAttrs.html" target="_self">ScatterAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_159_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SequenceMaskAttrs.html" target="_self">SequenceMaskAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_160_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ShapeFuncAttrs.html" target="_self">ShapeFuncAttrs</a></td><td class="desc">Options for the shape function operator </td></tr>
-<tr id="row_2_2_161_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ShapeOfAttrs.html" target="_self">ShapeOfAttrs</a></td><td class="desc">Attributes for ShapeOf operator </td></tr>
-<tr id="row_2_2_162_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1ShapePattern.html" target="_self">ShapePattern</a></td><td class="desc">A pattern which matches a type in another pattern </td></tr>
-<tr id="row_2_2_163_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1ShapePatternNode.html" target="_self">ShapePatternNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Pattern.html" title="Pattern is the base type for an ADT match pattern in Relay. ">Pattern</a> for Shapes </td></tr>
-<tr id="row_2_2_164_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SliceLikeAttrs.html" target="_self">SliceLikeAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_165_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SoftmaxAttrs.html" target="_self">SoftmaxAttrs</a></td><td class="desc">Attributes used in softmax operators </td></tr>
-<tr id="row_2_2_166_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseDenseAttrs.html" target="_self">SparseDenseAttrs</a></td><td class="desc">Attributes for sparse_dense operator </td></tr>
-<tr id="row_2_2_167_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseToDenseAttrs.html" target="_self">SparseToDenseAttrs</a></td><td class="desc">Attributes used in sparse_to_dense operator </td></tr>
-<tr id="row_2_2_168_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseTransposeAttrs.html" target="_self">SparseTransposeAttrs</a></td><td class="desc">Attributes for sparse_transpose operator </td></tr>
-<tr id="row_2_2_169_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SplitAttrs.html" target="_self">SplitAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_170_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SqueezeAttrs.html" target="_self">SqueezeAttrs</a></td><td class="desc">Attributes used in squeeze operators </td></tr>
-<tr id="row_2_2_171_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1StackAttrs.html" target="_self">StackAttrs</a></td><td class="desc">Attributes used in stack operators </td></tr>
-<tr id="row_2_2_172_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1StridedSliceAttrs.html" target="_self">StridedSliceAttrs</a></td><td class="desc">Attributes for StridedSlice operator </td></tr>
-<tr id="row_2_2_173_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SubPixelAttrs.html" target="_self">SubPixelAttrs</a></td><td class="desc">Attributes used in subpixel operators </td></tr>
-<tr id="row_2_2_174_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TakeAttrs.html" target="_self">TakeAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_175_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TempExpr.html" target="_self">TempExpr</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_176_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TempExprNode.html" target="_self">TempExprNode</a></td><td class="desc">Base class of the temporary expression </td></tr>
-<tr id="row_2_2_177_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TileAttrs.html" target="_self">TileAttrs</a></td><td class="desc">Attributes used in tile operators </td></tr>
-<tr id="row_2_2_178_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TopKAttrs.html" target="_self">TopKAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_179_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TransposeAttrs.html" target="_self">TransposeAttrs</a></td><td class="desc">Attributes used in transpose operators </td></tr>
-<tr id="row_2_2_180_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Tuple.html" target="_self">Tuple</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_181_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TupleGetItem.html" target="_self">TupleGetItem</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_182_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TupleGetItemNode.html" target="_self">TupleGetItemNode</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_183_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TupleGetItemPattern.html" target="_self">TupleGetItemPattern</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_184_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TupleGetItemPatternNode.html" target="_self">TupleGetItemPatternNode</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_185_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TupleNode.html" target="_self">TupleNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Tuple.html">Tuple</a> container </td></tr>
-<tr id="row_2_2_186_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TuplePattern.html" target="_self">TuplePattern</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_187_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TuplePatternNode.html" target="_self">TuplePatternNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Tuple.html">Tuple</a> container </td></tr>
-<tr id="row_2_2_188_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TypePattern.html" target="_self">TypePattern</a></td><td class="desc">A pattern which matches a type in another pattern </td></tr>
-<tr id="row_2_2_189_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TypePatternNode.html" target="_self">TypePatternNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Pattern.html" title="Pattern is the base type for an ADT match pattern in Relay. ">Pattern</a> for Types </td></tr>
-<tr id="row_2_2_190_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1UpSampling3DAttrs.html" target="_self">UpSampling3DAttrs</a></td><td class="desc">Attributes for upsampling3d operator </td></tr>
-<tr id="row_2_2_191_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1UpSamplingAttrs.html" target="_self">UpSamplingAttrs</a></td><td class="desc">Attributes for upsampling operator </td></tr>
-<tr id="row_2_2_192_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Var.html" target="_self">Var</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_193_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1VarNode.html" target="_self">VarNode</a></td><td class="desc">Container for <a class="el" href="classtvm_1_1relay_1_1Var.html">Var</a> </td></tr>
-<tr id="row_2_2_194_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1VarPattern.html" target="_self">VarPattern</a></td><td class="desc"></td></tr>
-<tr id="row_2_2_195_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1VarPatternNode.html" target="_self">VarPatternNode</a></td><td class="desc">Container for <a class="el" href="classtvm_1_1relay_1_1Var.html">Var</a> </td></tr>
-<tr id="row_2_2_196_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1WildcardPattern.html" target="_self">WildcardPattern</a></td><td class="desc">A pattern which matches anything </td></tr>
-<tr id="row_2_2_197_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1WildcardPatternNode.html" target="_self">WildcardPatternNode</a></td><td class="desc">Wildcard <a class="el" href="classtvm_1_1relay_1_1Pattern.html" title="Pattern is the base type for an ADT match pattern in Relay. ">Pattern</a> </td></tr>
-<tr id="row_2_2_198_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1YoloReorgAttrs.html" target="_self">YoloReorgAttrs</a></td><td class="desc">Attributes used in yolo reorg operators </td></tr>
+<tr id="row_2_2_78_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html" target="_self">FixedPointMultiplyAttrs</a></td><td class="desc">Attributes for FixedPointMultiply operator </td></tr>
+<tr id="row_2_2_79_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Function.html" target="_self">Function</a></td><td class="desc">Managed reference to <a class="el" href="classtvm_1_1relay_1_1FunctionNode.html" title="Relay Function container. ">FunctionNode</a> </td></tr>
+<tr id="row_2_2_80_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1FunctionNode.html" target="_self">FunctionNode</a></td><td class="desc">Relay <a class="el" href="classtvm_1_1relay_1_1Function.html" title="Managed reference to FunctionNode. ">Function</a> container </td></tr>
+<tr id="row_2_2_81_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GatherAttrs.html" target="_self">GatherAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_82_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GetValidCountsAttrs.html" target="_self">GetValidCountsAttrs</a></td><td class="desc">Attributes used in get_valid_counts operator </td></tr>
+<tr id="row_2_2_83_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GlobalPool2DAttrs.html" target="_self">GlobalPool2DAttrs</a></td><td class="desc">Attributes for global pool operator </td></tr>
+<tr id="row_2_2_84_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GridSampleAttrs.html" target="_self">GridSampleAttrs</a></td><td class="desc">Attributes used in image grid_sample operator </td></tr>
+<tr id="row_2_2_85_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GroupNormAttrs.html" target="_self">GroupNormAttrs</a></td><td class="desc">Attributes used in group_norm operator </td></tr>
+<tr id="row_2_2_86_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Id.html" target="_self">Id</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_87_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1IdNode.html" target="_self">IdNode</a></td><td class="desc">The unique identifier of variables </td></tr>
+<tr id="row_2_2_88_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1If.html" target="_self">If</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_89_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1IfNode.html" target="_self">IfNode</a></td><td class="desc">Container of <a class="el" href="classtvm_1_1relay_1_1If.html">If</a> </td></tr>
+<tr id="row_2_2_90_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1InitOpAttrs.html" target="_self">InitOpAttrs</a></td><td class="desc">Attributes that specify a tensor </td></tr>
+<tr id="row_2_2_91_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1InstanceNormAttrs.html" target="_self">InstanceNormAttrs</a></td><td class="desc">Attributes used in instance_norm operator </td></tr>
+<tr id="row_2_2_92_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1InterpreterClosure.html" target="_self">InterpreterClosure</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_93_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1InterpreterClosureObj.html" target="_self">InterpreterClosureObj</a></td><td class="desc">The container type of Closures used by the interpreter </td></tr>
+<tr id="row_2_2_94_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1L2NormalizeAttrs.html" target="_self">L2NormalizeAttrs</a></td><td class="desc">Attributes for L2Normalize operator </td></tr>
+<tr id="row_2_2_95_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LayerNormAttrs.html" target="_self">LayerNormAttrs</a></td><td class="desc">Attributes used in layer_norm operator </td></tr>
+<tr id="row_2_2_96_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LayoutTransformAttrs.html" target="_self">LayoutTransformAttrs</a></td><td class="desc">Attributes for LayoutTransform operator </td></tr>
+<tr id="row_2_2_97_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LeakyReluAttrs.html" target="_self">LeakyReluAttrs</a></td><td class="desc">Attributes for leaky relu operator </td></tr>
+<tr id="row_2_2_98_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Let.html" target="_self">Let</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_99_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1LetNode.html" target="_self">LetNode</a></td><td class="desc">A binding of a sub-network </td></tr>
+<tr id="row_2_2_100_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LRNAttrs.html" target="_self">LRNAttrs</a></td><td class="desc">Attributes for LRN operator </td></tr>
+<tr id="row_2_2_101_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Match.html" target="_self">Match</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_102_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1MatchNode.html" target="_self">MatchNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Match.html">Match</a> container node </td></tr>
+<tr id="row_2_2_103_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool1DAttrs.html" target="_self">MaxPool1DAttrs</a></td><td class="desc">Attributes for 1D max pool operator </td></tr>
+<tr id="row_2_2_104_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool2DAttrs.html" target="_self">MaxPool2DAttrs</a></td><td class="desc">Attributes for max pool operator </td></tr>
+<tr id="row_2_2_105_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool3DAttrs.html" target="_self">MaxPool3DAttrs</a></td><td class="desc">Attributes for 3D max pool operator </td></tr>
+<tr id="row_2_2_106_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MeshgridAttrs.html" target="_self">MeshgridAttrs</a></td><td class="desc">Attributes used in meshgrid operators </td></tr>
+<tr id="row_2_2_107_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MirrorPadAttrs.html" target="_self">MirrorPadAttrs</a></td><td class="desc">Attributes used for the MirrorPadding operator </td></tr>
+<tr id="row_2_2_108_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1MixedModeMutator.html" target="_self">MixedModeMutator</a></td><td class="desc">Non-recursive DFS Graph Traversal for Custom Rewriting Passes </td></tr>
+<tr id="row_2_2_109_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1MixedModeVisitor.html" target="_self">MixedModeVisitor</a></td><td class="desc">A wrapper around <a class="el" href="classtvm_1_1relay_1_1ExprVisitor.html" title="A simple visitor wrapper around ExprFunctor. Recursively visit the content. ">ExprVisitor</a> which traverses th [...]
+<tr id="row_2_2_110_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MultiBoxPriorAttrs.html" target="_self">MultiBoxPriorAttrs</a></td><td class="desc">Attributes used in multibox_prior operators </td></tr>
+<tr id="row_2_2_111_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MultiBoxTransformLocAttrs.html" target="_self">MultiBoxTransformLocAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_112_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1NdarraySizeAttrs.html" target="_self">NdarraySizeAttrs</a></td><td class="desc">Attributes for ndarray_size operator </td></tr>
+<tr id="row_2_2_113_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1NonMaximumSuppressionAttrs.html" target="_self">NonMaximumSuppressionAttrs</a></td><td class="desc">Attributes used in non_maximum_suppression operator </td></tr>
+<tr id="row_2_2_114_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1OnDeviceAttrs.html" target="_self">OnDeviceAttrs</a></td><td class="desc">Options for the device annotation operators </td></tr>
+<tr id="row_2_2_115_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1OneHotAttrs.html" target="_self">OneHotAttrs</a></td><td class="desc">Attributes used in one-hot operator </td></tr>
+<tr id="row_2_2_116_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpImplementation.html" target="_self">OpImplementation</a></td><td class="desc">Operator implementation class </td></tr>
+<tr id="row_2_2_117_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpImplementationNode.html" target="_self">OpImplementationNode</a></td><td class="desc">Operator implementation that includes compute and schedule function </td></tr>
+<tr id="row_2_2_118_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpSpecialization.html" target="_self">OpSpecialization</a></td><td class="desc">Operator specialization class </td></tr>
+<tr id="row_2_2_119_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpSpecializationNode.html" target="_self">OpSpecializationNode</a></td><td class="desc">Specialized implementations for operators under certain conditions </td></tr>
+<tr id="row_2_2_120_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpStrategy.html" target="_self">OpStrategy</a></td><td class="desc">Operator strategy class </td></tr>
+<tr id="row_2_2_121_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1OpStrategyNode.html" target="_self">OpStrategyNode</a></td><td class="desc">Operator strategy to choose implementation </td></tr>
+<tr id="row_2_2_122_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1PadAttrs.html" target="_self">PadAttrs</a></td><td class="desc">Attributes used for the padding operator </td></tr>
+<tr id="row_2_2_123_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Pattern.html" target="_self">Pattern</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Pattern.html" title="Pattern is the base type for an ADT match pattern in Relay. ">Pattern</a> is the base type for an ADT match pattern in Relay </td></tr>
+<tr id="row_2_2_124_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternConstructor.html" target="_self">PatternConstructor</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_125_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternConstructorNode.html" target="_self">PatternConstructorNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1PatternVar.html">PatternVar</a> container node </td></tr>
+<tr id="row_2_2_126_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternFunctor.html" target="_self">PatternFunctor</a></td><td class="desc">A dynamical functor on ADT patterns that dispatches on its first argument. You can use this as a more powerful visitor, since it allows you to define the types of further arguments to VisitPattern </ [...]
+<tr id="row_2_2_127_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternFunctor_3_01R_07const_01Pattern_01_6n_00_01Args_8_8_8_08_4.html" target="_self">PatternFunctor< R(const Pattern &n, Args...)></a></td><td class="desc"></td></tr>
+<tr id="row_2_2_128_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternMutator.html" target="_self">PatternMutator</a></td><td class="desc">A wrapper around <a class="el" href="classtvm_1_1relay_1_1ExprFunctor.html" title="A dynamical functor that dispatches on in the first Expr argument. You can use this as a more powerfu...">ExprFuncto [...]
+<tr id="row_2_2_129_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternNode.html" target="_self">PatternNode</a></td><td class="desc">Base type for declaring relay pattern </td></tr>
+<tr id="row_2_2_130_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternTuple.html" target="_self">PatternTuple</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_131_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternTupleNode.html" target="_self">PatternTupleNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1PatternVar.html">PatternVar</a> container node </td></tr>
+<tr id="row_2_2_132_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternVar.html" target="_self">PatternVar</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_133_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternVarNode.html" target="_self">PatternVarNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1PatternVar.html">PatternVar</a> container node </td></tr>
+<tr id="row_2_2_134_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternVisitor.html" target="_self">PatternVisitor</a></td><td class="desc">A simple visitor wrapper around <a class="el" href="classtvm_1_1relay_1_1PatternFunctor.html" title="A dynamical functor on ADT patterns that dispatches on its first argument. You can use this as a m [...]
+<tr id="row_2_2_135_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternWildcard.html" target="_self">PatternWildcard</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_136_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1PatternWildcardNode.html" target="_self">PatternWildcardNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1PatternWildcard.html">PatternWildcard</a> container node </td></tr>
+<tr id="row_2_2_137_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1PReluAttrs.html" target="_self">PReluAttrs</a></td><td class="desc">Attributes for prelu operator </td></tr>
+<tr id="row_2_2_138_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ProposalAttrs.html" target="_self">ProposalAttrs</a></td><td class="desc">Attributes used in proposal operators </td></tr>
+<tr id="row_2_2_139_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RecClosure.html" target="_self">RecClosure</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_140_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RecClosureObj.html" target="_self">RecClosureObj</a></td><td class="desc">The container type of <a class="el" href="classtvm_1_1relay_1_1RecClosure.html">RecClosure</a> </td></tr>
+<tr id="row_2_2_141_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReduceAttrs.html" target="_self">ReduceAttrs</a></td><td class="desc">Attributes for Reduce operators </td></tr>
+<tr id="row_2_2_142_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefCreate.html" target="_self">RefCreate</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_143_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefCreateNode.html" target="_self">RefCreateNode</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_144_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefRead.html" target="_self">RefRead</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_145_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefReadNode.html" target="_self">RefReadNode</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_146_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefValue.html" target="_self">RefValue</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_147_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1RefValueObj.html" target="_self">RefValueObj</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_148_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefWrite.html" target="_self">RefWrite</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_149_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RefWriteNode.html" target="_self">RefWriteNode</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_150_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1RelayNode.html" target="_self">RelayNode</a></td><td class="desc">This is the base node container of all relay structures </td></tr>
+<tr id="row_2_2_151_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1RepeatAttrs.html" target="_self">RepeatAttrs</a></td><td class="desc">Attributes used in repeat operators </td></tr>
+<tr id="row_2_2_152_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReshapeAttrs.html" target="_self">ReshapeAttrs</a></td><td class="desc">Attributes used in reshape operators </td></tr>
+<tr id="row_2_2_153_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReshapeTensorAttrs.html" target="_self">ReshapeTensorAttrs</a></td><td class="desc">Attributes for VM reshape_tensor operator </td></tr>
+<tr id="row_2_2_154_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1Resize3dAttrs.html" target="_self">Resize3dAttrs</a></td><td class="desc">Attributes used in image resize3d operator </td></tr>
+<tr id="row_2_2_155_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ResizeAttrs.html" target="_self">ResizeAttrs</a></td><td class="desc">Attributes used in image resize operator </td></tr>
+<tr id="row_2_2_156_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReverseAttrs.html" target="_self">ReverseAttrs</a></td><td class="desc">Attributes used in reverse operators </td></tr>
+<tr id="row_2_2_157_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html" target="_self">ReverseSequenceAttrs</a></td><td class="desc">Attributes used in reverse_sequence operators </td></tr>
+<tr id="row_2_2_158_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ROIAlignAttrs.html" target="_self">ROIAlignAttrs</a></td><td class="desc">Attributes used in roi_align operators </td></tr>
+<tr id="row_2_2_159_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ROIPoolAttrs.html" target="_self">ROIPoolAttrs</a></td><td class="desc">Attributes used in roi_pool operators </td></tr>
+<tr id="row_2_2_160_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ScatterAddAttrs.html" target="_self">ScatterAddAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_161_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ScatterAttrs.html" target="_self">ScatterAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_162_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SequenceMaskAttrs.html" target="_self">SequenceMaskAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_163_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ShapeFuncAttrs.html" target="_self">ShapeFuncAttrs</a></td><td class="desc">Options for the shape function operator </td></tr>
+<tr id="row_2_2_164_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ShapeOfAttrs.html" target="_self">ShapeOfAttrs</a></td><td class="desc">Attributes for ShapeOf operator </td></tr>
+<tr id="row_2_2_165_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1ShapePattern.html" target="_self">ShapePattern</a></td><td class="desc">A pattern which matches a type in another pattern </td></tr>
+<tr id="row_2_2_166_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1ShapePatternNode.html" target="_self">ShapePatternNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Pattern.html" title="Pattern is the base type for an ADT match pattern in Relay. ">Pattern</a> for Shapes </td></tr>
+<tr id="row_2_2_167_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SliceLikeAttrs.html" target="_self">SliceLikeAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_168_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SoftmaxAttrs.html" target="_self">SoftmaxAttrs</a></td><td class="desc">Attributes used in softmax operators </td></tr>
+<tr id="row_2_2_169_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseDenseAttrs.html" target="_self">SparseDenseAttrs</a></td><td class="desc">Attributes for sparse_dense operator </td></tr>
+<tr id="row_2_2_170_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseToDenseAttrs.html" target="_self">SparseToDenseAttrs</a></td><td class="desc">Attributes used in sparse_to_dense operator </td></tr>
+<tr id="row_2_2_171_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseTransposeAttrs.html" target="_self">SparseTransposeAttrs</a></td><td class="desc">Attributes for sparse_transpose operator </td></tr>
+<tr id="row_2_2_172_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SplitAttrs.html" target="_self">SplitAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_173_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SqueezeAttrs.html" target="_self">SqueezeAttrs</a></td><td class="desc">Attributes used in squeeze operators </td></tr>
+<tr id="row_2_2_174_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1StackAttrs.html" target="_self">StackAttrs</a></td><td class="desc">Attributes used in stack operators </td></tr>
+<tr id="row_2_2_175_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1StridedSliceAttrs.html" target="_self">StridedSliceAttrs</a></td><td class="desc">Attributes for StridedSlice operator </td></tr>
+<tr id="row_2_2_176_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SubPixelAttrs.html" target="_self">SubPixelAttrs</a></td><td class="desc">Attributes used in subpixel operators </td></tr>
+<tr id="row_2_2_177_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TakeAttrs.html" target="_self">TakeAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_178_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TempExpr.html" target="_self">TempExpr</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_179_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TempExprNode.html" target="_self">TempExprNode</a></td><td class="desc">Base class of the temporary expression </td></tr>
+<tr id="row_2_2_180_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TileAttrs.html" target="_self">TileAttrs</a></td><td class="desc">Attributes used in tile operators </td></tr>
+<tr id="row_2_2_181_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TopKAttrs.html" target="_self">TopKAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_182_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TransposeAttrs.html" target="_self">TransposeAttrs</a></td><td class="desc">Attributes used in transpose operators </td></tr>
+<tr id="row_2_2_183_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Tuple.html" target="_self">Tuple</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_184_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TupleGetItem.html" target="_self">TupleGetItem</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_185_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TupleGetItemNode.html" target="_self">TupleGetItemNode</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_186_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TupleGetItemPattern.html" target="_self">TupleGetItemPattern</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_187_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TupleGetItemPatternNode.html" target="_self">TupleGetItemPatternNode</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_188_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TupleNode.html" target="_self">TupleNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Tuple.html">Tuple</a> container </td></tr>
+<tr id="row_2_2_189_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TuplePattern.html" target="_self">TuplePattern</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_190_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TuplePatternNode.html" target="_self">TuplePatternNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Tuple.html">Tuple</a> container </td></tr>
+<tr id="row_2_2_191_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TypePattern.html" target="_self">TypePattern</a></td><td class="desc">A pattern which matches a type in another pattern </td></tr>
+<tr id="row_2_2_192_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1TypePatternNode.html" target="_self">TypePatternNode</a></td><td class="desc"><a class="el" href="classtvm_1_1relay_1_1Pattern.html" title="Pattern is the base type for an ADT match pattern in Relay. ">Pattern</a> for Types </td></tr>
+<tr id="row_2_2_193_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1UpSampling3DAttrs.html" target="_self">UpSampling3DAttrs</a></td><td class="desc">Attributes for upsampling3d operator </td></tr>
+<tr id="row_2_2_194_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1UpSamplingAttrs.html" target="_self">UpSamplingAttrs</a></td><td class="desc">Attributes for upsampling operator </td></tr>
+<tr id="row_2_2_195_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1Var.html" target="_self">Var</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_196_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1VarNode.html" target="_self">VarNode</a></td><td class="desc">Container for <a class="el" href="classtvm_1_1relay_1_1Var.html">Var</a> </td></tr>
+<tr id="row_2_2_197_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1VarPattern.html" target="_self">VarPattern</a></td><td class="desc"></td></tr>
+<tr id="row_2_2_198_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1VarPatternNode.html" target="_self">VarPatternNode</a></td><td class="desc">Container for <a class="el" href="classtvm_1_1relay_1_1Var.html">Var</a> </td></tr>
+<tr id="row_2_2_199_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1WildcardPattern.html" target="_self">WildcardPattern</a></td><td class="desc">A pattern which matches anything </td></tr>
+<tr id="row_2_2_200_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1relay_1_1WildcardPatternNode.html" target="_self">WildcardPatternNode</a></td><td class="desc">Wildcard <a class="el" href="classtvm_1_1relay_1_1Pattern.html" title="Pattern is the base type for an ADT match pattern in Relay. ">Pattern</a> </td></tr>
+<tr id="row_2_2_201_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1YoloReorgAttrs.html" target="_self">YoloReorgAttrs</a></td><td class="desc">Attributes used in yolo reorg operators </td></tr>
<tr id="row_2_3_" style="display:none;"><td class="entry"><span style="width:16px;display:inline-block;"> </span><span id="arr_2_3_" class="arrow" onclick="toggleFolder('2_3_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1runtime.html" target="_self">runtime</a></td><td class="desc"></td></tr>
<tr id="row_2_3_0_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_2_3_0_" class="arrow" onclick="toggleFolder('2_3_0_')">►</span><span class="icona"><span class="icon">N</span></span><a class="el" href="namespacetvm_1_1runtime_1_1threading.html" target="_self">threading</a></td><td class="desc"></td></tr>
<tr id="row_2_3_0_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1runtime_1_1threading_1_1ThreadGroup.html" target="_self">ThreadGroup</a></td><td class="desc">A platform-agnostic abstraction for managing a collection of thread pool threads </td></tr>
diff --git a/docs/api/doxygen/builtin_8h.html b/docs/api/doxygen/builtin_8h.html
index 6205e41..024316f 100644
--- a/docs/api/doxygen/builtin_8h.html
+++ b/docs/api/doxygen/builtin_8h.html
@@ -177,6 +177,9 @@ Functions</h2></td></tr>
<tr class="memitem:a322ae63444ed4e5fcf7247aa93f8bb7c"><td class="memItemLeft" align="right" valign="top">const Op & </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tir_1_1builtin.html#a322ae63444ed4e5fcf7247aa93f8bb7c">tvm::tir::builtin::large_uint_imm</a> ()</td></tr>
<tr class="memdesc:a322ae63444ed4e5fcf7247aa93f8bb7c"><td class="mdescLeft"> </td><td class="mdescRight">See pesudo code. <a href="namespacetvm_1_1tir_1_1builtin.html#a322ae63444ed4e5fcf7247aa93f8bb7c">More...</a><br /></td></tr>
<tr class="separator:a322ae63444ed4e5fcf7247aa93f8bb7c"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a0c2ebdcec34d7c79dc8480e5dab8547a"><td class="memItemLeft" align="right" valign="top">const Op & </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tir_1_1builtin.html#a0c2ebdcec34d7c79dc8480e5dab8547a">tvm::tir::builtin::q_multiply_shift</a> ()</td></tr>
+<tr class="memdesc:a0c2ebdcec34d7c79dc8480e5dab8547a"><td class="mdescLeft"> </td><td class="mdescRight">Execute a multiplication between two Q-numbers x and y followed by a right shift s The default rounding rule is to the nearest value, rounding half up (i.e., round(x.1) = x and round (x.5) = x+1) <a href="namespacetvm_1_1tir_1_1builtin.html#a0c2ebdcec34d7c79dc8480e5dab8547a">More...</a><br /></td></tr>
+<tr class="separator:a0c2ebdcec34d7c79dc8480e5dab8547a"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a700b7018f2c1f1fba8b4e28f264d8bbb"><td class="memItemLeft" align="right" valign="top">const Op & </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1tir_1_1builtin.html#a700b7018f2c1f1fba8b4e28f264d8bbb">tvm::tir::builtin::address_of</a> ()</td></tr>
<tr class="memdesc:a700b7018f2c1f1fba8b4e28f264d8bbb"><td class="mdescLeft"> </td><td class="mdescRight">See pesudo code. <a href="namespacetvm_1_1tir_1_1builtin.html#a700b7018f2c1f1fba8b4e28f264d8bbb">More...</a><br /></td></tr>
<tr class="separator:a700b7018f2c1f1fba8b4e28f264d8bbb"><td class="memSeparator" colspan="2"> </td></tr>
diff --git a/docs/api/doxygen/builtin_8h_source.html b/docs/api/doxygen/builtin_8h_source.html
index eb6f5bf..45ca5d0 100644
--- a/docs/api/doxygen/builtin_8h_source.html
+++ b/docs/api/doxygen/builtin_8h_source.html
@@ -89,16 +89,16 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="title">builtin.h</div> </div>
</div><!--header-->
<div class="contents">
-<a href="builtin_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> * or more con [...]
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1cad28cfc7b69fd8745e12a4f0024d6942a"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1cad28cfc7b69fd8745e12a4f0024d6942a">tvm::tir::builtin::kArrNDim</a></div><div class="ttdef"><b>Definition:</b> builtin.h:551</div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca0b8af30aa268164148d5bfe1d8c2ba54"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca0b8af30aa268164148d5bfe1d8c2ba54">tvm::tir::builtin::kArrAddr</a></div><div class="ttdef"><b>Definition:</b> builtin.h:547</div></div>
+<a href="builtin_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> * or more con [...]
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1cad28cfc7b69fd8745e12a4f0024d6942a"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1cad28cfc7b69fd8745e12a4f0024d6942a">tvm::tir::builtin::kArrNDim</a></div><div class="ttdef"><b>Definition:</b> builtin.h:559</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca0b8af30aa268164148d5bfe1d8c2ba54"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca0b8af30aa268164148d5bfe1d8c2ba54">tvm::tir::builtin::kArrAddr</a></div><div class="ttdef"><b>Definition:</b> builtin.h:555</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a925a45e5bb05e0cbf2daf2ffdbdcf53a"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a925a45e5bb05e0cbf2daf2ffdbdcf53a">tvm::tir::builtin::tvm_storage_sync</a></div><div class="ttdeci">const Op & tvm_storage_sync()</div><div class="ttdoc">See pseudo code. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a15c5e0e0478e0ebff91690f60992cf3f"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a15c5e0e0478e0ebff91690f60992cf3f">tvm::tir::builtin::tvm_stack_alloca</a></div><div class="ttdeci">const Op & tvm_stack_alloca()</div><div class="ttdoc">See pesudo code. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_aa1d19e758595200998a4e1ea39767b6b"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#aa1d19e758595200998a4e1ea39767b6b">tvm::tir::builtin::tvm_thread_allreduce</a></div><div class="ttdeci">const Op & tvm_thread_allreduce()</div><div class="ttdoc">See pesudo code. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_aca44a85c87273dfab1731421f4edd2bf"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#aca44a85c87273dfab1731421f4edd2bf">tvm::tir::builtin::tvm_warp_shuffle</a></div><div class="ttdeci">const Op & tvm_warp_shuffle()</div><div class="ttdoc">See pseudo code. </div></div>
<div class="ttc" id="namespacetvm_html"><div class="ttname"><a href="namespacetvm.html">tvm</a></div><div class="ttdef"><b>Definition:</b> analyzer.h:36</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a83892dca19e44a96752625c65c38d645"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a83892dca19e44a96752625c65c38d645">tvm::tir::builtin::call_llvm_intrin</a></div><div class="ttdeci">const Op & call_llvm_intrin()</div><div class="ttdoc">Call an LLVM intrinsic with a given intrinsic id and signature from the types of args in the runtime ...</div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1cabf798b873c868b7d77ced30c9907037d"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1cabf798b873c868b7d77ced30c9907037d">tvm::tir::builtin::kArrDeviceType</a></div><div class="ttdef"><b>Definition:</b> builtin.h:557</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1cabf798b873c868b7d77ced30c9907037d"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1cabf798b873c868b7d77ced30c9907037d">tvm::tir::builtin::kArrDeviceType</a></div><div class="ttdef"><b>Definition:</b> builtin.h:565</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a1e15b04fe89f7899e09e528946aa5bb4"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a1e15b04fe89f7899e09e528946aa5bb4">tvm::tir::builtin::fma</a></div><div class="ttdeci">const Op & fma()</div><div class="ttdoc">Fused multiply add. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a8e3504415c78f3f8fd719a21e5280b38"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a8e3504415c78f3f8fd719a21e5280b38">tvm::tir::builtin::call_llvm_pure_intrin</a></div><div class="ttdeci">const Op & call_llvm_pure_intrin()</div><div class="ttdoc">Call an LLVM pure intrinsic with a given intrinsic id and signature from the types of args in the run...</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ac8e7bc86b8fa81453291ae5299062001"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ac8e7bc86b8fa81453291ae5299062001">tvm::tir::builtin::tvm_global_barrier_kinit</a></div><div class="ttdeci">const Op & tvm_global_barrier_kinit()</div><div class="ttdoc">Initialize the global barrier. Call this at beginning of kernel that need global barrier. </div></div>
@@ -106,26 +106,27 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ae0470bd69bb03047aae4cb52e1e6e337"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ae0470bd69bb03047aae4cb52e1e6e337">tvm::tir::builtin::tvm_warp_shuffle_up</a></div><div class="ttdeci">const Op & tvm_warp_shuffle_up()</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ac54288cc9f1fee8c26db9bd87ac320ee"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ac54288cc9f1fee8c26db9bd87ac320ee">tvm::tir::builtin::tvm_call_trace_packed</a></div><div class="ttdeci">const Op & tvm_call_trace_packed()</div><div class="ttdoc">See pesudo code. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_afc81da8cbcd7f34ec5e1e80d837ca265"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#afc81da8cbcd7f34ec5e1e80d837ca265">tvm::tir::builtin::tvm_store_matrix_sync</a></div><div class="ttdeci">const Op & tvm_store_matrix_sync()</div><div class="ttdoc">tvm intrinsic for tensor core store operators. </div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca96e7b6492b5b174219cf60e19af0857c"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca96e7b6492b5b174219cf60e19af0857c">tvm::tir::builtin::kArrStrides</a></div><div class="ttdef"><b>Definition:</b> builtin.h:550</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca96e7b6492b5b174219cf60e19af0857c"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca96e7b6492b5b174219cf60e19af0857c">tvm::tir::builtin::kArrStrides</a></div><div class="ttdef"><b>Definition:</b> builtin.h:558</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ac4887bd93ad67619ad290a33e2bdd340"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ac4887bd93ad67619ad290a33e2bdd340">tvm::tir::builtin::call_spirv_pure_glsl450</a></div><div class="ttdeci">const Op & call_spirv_pure_glsl450()</div><div class="ttdoc">Call an SPIRV pure GLSL450 intrinsic. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a6be181be34fba13d129aadc6c9a23f73"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a6be181be34fba13d129aadc6c9a23f73">tvm::tir::builtin::tvm_thread_context</a></div><div class="ttdeci">const Op & tvm_thread_context()</div><div class="ttdoc">See pesudo code Mark the content as thread local context, can get optimized by only call the call onc...</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a700b7018f2c1f1fba8b4e28f264d8bbb"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a700b7018f2c1f1fba8b4e28f264d8bbb">tvm::tir::builtin::address_of</a></div><div class="ttdeci">const Op & address_of()</div><div class="ttdoc">See pesudo code. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a091ef99dc63f6945588dbb81c968ca15"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a091ef99dc63f6945588dbb81c968ca15">tvm::tir::builtin::bitwise_not</a></div><div class="ttdeci">const Op & bitwise_not()</div><div class="ttdoc">Bitwise not operator. </div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1cafdb925cdf50f17a2b96c7ac4faefa1fb"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1cafdb925cdf50f17a2b96c7ac4faefa1fb">tvm::tir::builtin::kArrByteOffset</a></div><div class="ttdef"><b>Definition:</b> builtin.h:555</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1cafdb925cdf50f17a2b96c7ac4faefa1fb"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1cafdb925cdf50f17a2b96c7ac4faefa1fb">tvm::tir::builtin::kArrByteOffset</a></div><div class="ttdef"><b>Definition:</b> builtin.h:563</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a0c2ebdcec34d7c79dc8480e5dab8547a"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a0c2ebdcec34d7c79dc8480e5dab8547a">tvm::tir::builtin::q_multiply_shift</a></div><div class="ttdeci">const Op & q_multiply_shift()</div><div class="ttdoc">Execute a multiplication between two Q-numbers x and y followed by a right shift s The default roundi...</div></div>
<div class="ttc" id="ir_2op_8h_html"><div class="ttname"><a href="ir_2op_8h.html">op.h</a></div><div class="ttdoc">Primitive operators(builtin intrinsics) and registry for them. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a7ed64a9fb0a7f575fc63e1e0395e96a6"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a7ed64a9fb0a7f575fc63e1e0395e96a6">tvm::tir::builtin::vectorlow</a></div><div class="ttdeci">const Op & vectorlow()</div><div class="ttdoc">Get the low-level half of the vector. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a0cbd267877168afd5bbea35f0e5d70fe"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a0cbd267877168afd5bbea35f0e5d70fe">tvm::tir::builtin::tvm_mma_sync</a></div><div class="ttdeci">const Op & tvm_mma_sync()</div><div class="ttdoc">tvm intrinsic for tensor core mma_sync operators. </div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca344dc1f419339b81024d4d3628083a1e"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca344dc1f419339b81024d4d3628083a1e">tvm::tir::builtin::kArrTypeBits</a></div><div class="ttdef"><b>Definition:</b> builtin.h:553</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca344dc1f419339b81024d4d3628083a1e"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca344dc1f419339b81024d4d3628083a1e">tvm::tir::builtin::kArrTypeBits</a></div><div class="ttdef"><b>Definition:</b> builtin.h:561</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a7b555bc5cca2f5e7b26c1037bc0001ce"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a7b555bc5cca2f5e7b26c1037bc0001ce">tvm::tir::builtin::reinterpret</a></div><div class="ttdeci">const Op & reinterpret()</div><div class="ttdoc">Reinterpret the value using the target type. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ae2add6e324d391782d367360a68ccf51"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ae2add6e324d391782d367360a68ccf51">tvm::tir::builtin::call_pure_extern</a></div><div class="ttdeci">const Op & call_pure_extern()</div><div class="ttdoc">Call an pure extern C function with given name and signature from the types of args in the runtime en...</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a2172690dd21d7fd50a4fd4d696ea7bb2"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a2172690dd21d7fd50a4fd4d696ea7bb2">tvm::tir::builtin::popcount</a></div><div class="ttdeci">const Op & popcount()</div><div class="ttdoc">Popcount. </div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca0c960782c20a4f16cfe203c516760b00"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca0c960782c20a4f16cfe203c516760b00">tvm::tir::builtin::kArrTypeLanes</a></div><div class="ttdef"><b>Definition:</b> builtin.h:554</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca0c960782c20a4f16cfe203c516760b00"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca0c960782c20a4f16cfe203c516760b00">tvm::tir::builtin::kArrTypeLanes</a></div><div class="ttdef"><b>Definition:</b> builtin.h:562</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a2c13c6e4b2f92e17f357665f9f11736c"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a2c13c6e4b2f92e17f357665f9f11736c">tvm::tir::builtin::tvm_call_packed</a></div><div class="ttdeci">const Op & tvm_call_packed()</div><div class="ttdoc">See pesudo code. </div></div>
<div class="ttc" id="tir_2expr_8h_html"><div class="ttname"><a href="tir_2expr_8h.html">expr.h</a></div><div class="ttdoc">TIR expressions. </div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca4d4a5d54434514fd8b0ce57160059c92"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca4d4a5d54434514fd8b0ce57160059c92">tvm::tir::builtin::kArrKindBound_</a></div><div class="ttdef"><b>Definition:</b> builtin.h:558</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca4d4a5d54434514fd8b0ce57160059c92"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca4d4a5d54434514fd8b0ce57160059c92">tvm::tir::builtin::kArrKindBound_</a></div><div class="ttdef"><b>Definition:</b> builtin.h:566</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a21d1f0395dca5af4a90cdb42c1d1d154"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a21d1f0395dca5af4a90cdb42c1d1d154">tvm::tir::builtin::likely</a></div><div class="ttdeci">const Op & likely()</div><div class="ttdoc">Marks a condition is likely going to happen. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a23003bd9331efaa58d8420529ea96c0b"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a23003bd9331efaa58d8420529ea96c0b">tvm::tir::builtin::tvm_struct_get</a></div><div class="ttdeci">const Op & tvm_struct_get()</div><div class="ttdoc">See pesudo code. </div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca779c07403e11f671e936ec2813ce2304"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca779c07403e11f671e936ec2813ce2304">tvm::tir::builtin::kTVMValueContent</a></div><div class="ttdef"><b>Definition:</b> builtin.h:560</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca779c07403e11f671e936ec2813ce2304"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca779c07403e11f671e936ec2813ce2304">tvm::tir::builtin::kTVMValueContent</a></div><div class="ttdef"><b>Definition:</b> builtin.h:568</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a28f99e6dd767482765b854ee9fc71f2c"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a28f99e6dd767482765b854ee9fc71f2c">tvm::tir::builtin::tvm_stack_make_array</a></div><div class="ttdeci">const Op & tvm_stack_make_array()</div><div class="ttdoc">Allocate a NDArray(DLTensor) on stack, return the handle. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a543f1fc334d2bc830add972895a03f17"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a543f1fc334d2bc830add972895a03f17">tvm::tir::builtin::prefetch</a></div><div class="ttdeci">const Op & prefetch()</div><div class="ttdoc">Prefetch a cacheline. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a92624d2aa5c435cd7a0ea8efb698a115"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a92624d2aa5c435cd7a0ea8efb698a115">tvm::tir::builtin::tvm_throw_last_error</a></div><div class="ttdeci">const Op & tvm_throw_last_error()</div><div class="ttdoc">See pesudo code. </div></div>
@@ -133,9 +134,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a3e84c73dbbcf7f97008ac84c169feae9"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a3e84c73dbbcf7f97008ac84c169feae9">tvm::tir::builtin::tvm_access_ptr</a></div><div class="ttdeci">const Op & tvm_access_ptr()</div><div class="ttdoc">Get head access address with memory access pattern info. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_abd540cb73407771ecfb4f78722ce5a1b"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#abd540cb73407771ecfb4f78722ce5a1b">tvm::tir::builtin::tvm_stack_make_shape</a></div><div class="ttdeci">const Op & tvm_stack_make_shape()</div><div class="ttdoc">Allocate a shape tuple on stack, return the handle. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ae741e67259cd4b844a8934f2e2704adc"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ae741e67259cd4b844a8934f2e2704adc">tvm::tir::builtin::if_then_else</a></div><div class="ttdeci">const Op & if_then_else()</div><div class="ttdoc">Same as select, used for unsafe memory access. </div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1caa73457ed97931251f1762cb319adc858"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1caa73457ed97931251f1762cb319adc858">tvm::tir::builtin::kTVMValueKindBound_</a></div><div class="ttdef"><b>Definition:</b> builtin.h:561</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1caa73457ed97931251f1762cb319adc858"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1caa73457ed97931251f1762cb319adc858">tvm::tir::builtin::kTVMValueKindBound_</a></div><div class="ttdef"><b>Definition:</b> builtin.h:569</div></div>
<div class="ttc" id="classtvm_1_1Op_html"><div class="ttname"><a href="classtvm_1_1Op.html">tvm::Op</a></div><div class="ttdoc">Managed reference class to OpNode. </div><div class="ttdef"><b>Definition:</b> op.h:165</div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca57f69fd3d141caaa7e2e72fda7d6a1da"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca57f69fd3d141caaa7e2e72fda7d6a1da">tvm::tir::builtin::kArrShape</a></div><div class="ttdef"><b>Definition:</b> builtin.h:549</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca57f69fd3d141caaa7e2e72fda7d6a1da"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca57f69fd3d141caaa7e2e72fda7d6a1da">tvm::tir::builtin::kArrShape</a></div><div class="ttdef"><b>Definition:</b> builtin.h:557</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_afc4086a245ded9076de226ae802ced32"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#afc4086a245ded9076de226ae802ced32">tvm::tir::builtin::tvm_warp_activemask</a></div><div class="ttdeci">const Op & tvm_warp_activemask()</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a668eaad07b6c46238f2bf758e61b58a5"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a668eaad07b6c46238f2bf758e61b58a5">tvm::tir::builtin::call_extern</a></div><div class="ttdeci">const Op & call_extern()</div><div class="ttdoc">Call an extern C function with given name and signature from the types of args in the runtime environ...</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_af103ae0715d4ebcbaccd49d2b6a12afe"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#af103ae0715d4ebcbaccd49d2b6a12afe">tvm::tir::builtin::shift_right</a></div><div class="ttdeci">const Op & shift_right()</div><div class="ttdoc">Right shift. </div></div>
@@ -144,7 +145,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a8d5e173f1a16740172a9ad6f2aa85a08"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a8d5e173f1a16740172a9ad6f2aa85a08">tvm::tir::builtin::tvm_bmma_sync</a></div><div class="ttdeci">const Op & tvm_bmma_sync()</div><div class="ttdoc">tvm intrinsic for tensor core bmma_sync operators. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a0cd2ac37b80c498ded412572146ecc67"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a0cd2ac37b80c498ded412572146ecc67">tvm::tir::builtin::bitwise_xor</a></div><div class="ttdeci">const Op & bitwise_xor()</div><div class="ttdoc">Bitwise xor operator. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a6aeb24a28d19cdc60e4e1fa7b420d7fd"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a6aeb24a28d19cdc60e4e1fa7b420d7fd">tvm::tir::builtin::tvm_static_handle</a></div><div class="ttdeci">const Op & tvm_static_handle()</div><div class="ttdoc">Create a function local static handle that iniitalizes to nullptr. can be used to cache function loca...</div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1c"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1c">tvm::tir::builtin::TVMStructFieldKind</a></div><div class="ttdeci">TVMStructFieldKind</div><div class="ttdoc">The kind of structure field info used in intrinsic. </div><div class="ttdef"><b>Definition:</b> builtin.h:545</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1c"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1c">tvm::tir::builtin::TVMStructFieldKind</a></div><div class="ttdeci">TVMStructFieldKind</div><div class="ttdoc">The kind of structure field info used in intrinsic. </div><div class="ttdef"><b>Definition:</b> builtin.h:553</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a0e633f53c50e14d7e2fc07636a223309"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a0e633f53c50e14d7e2fc07636a223309">tvm::tir::builtin::bitwise_and</a></div><div class="ttdeci">const Op & bitwise_and()</div><div class="ttdoc">Bitwise and operator. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a6f53be295396c301082696ca0c113501"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a6f53be295396c301082696ca0c113501">tvm::tir::builtin::isnan</a></div><div class="ttdeci">const Op & isnan()</div><div class="ttdoc">Check if value is nan. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_af6d1c48570e10287683d58f22e4de98f"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#af6d1c48570e10287683d58f22e4de98f">tvm::tir::builtin::tvm_warp_shuffle_down</a></div><div class="ttdeci">const Op & tvm_warp_shuffle_down()</div></div>
@@ -154,9 +155,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a0117a4a76af962576a6a3bbf32f97b36"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a0117a4a76af962576a6a3bbf32f97b36">tvm::tir::builtin::tvm_call_packed_lowered</a></div><div class="ttdeci">const Op & tvm_call_packed_lowered()</div><div class="ttdoc">Lowered version of call packed, the space of value and type codes are explicitly allocated. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a322ae63444ed4e5fcf7247aa93f8bb7c"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a322ae63444ed4e5fcf7247aa93f8bb7c">tvm::tir::builtin::large_uint_imm</a></div><div class="ttdeci">const Op & large_uint_imm()</div><div class="ttdoc">See pesudo code. </div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a21c2ad8b095dcbefa786394981ea0b71"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a21c2ad8b095dcbefa786394981ea0b71">tvm::tir::builtin::tvm_context_id</a></div><div class="ttdeci">const Op & tvm_context_id()</div><div class="ttdoc">Return a unique context id, used for hint of workspace separation. Different context id ganrantees no...</div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca9076fb1a58386bac2e0f1fdae9cab844"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca9076fb1a58386bac2e0f1fdae9cab844">tvm::tir::builtin::kArrData</a></div><div class="ttdef"><b>Definition:</b> builtin.h:548</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca9076fb1a58386bac2e0f1fdae9cab844"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca9076fb1a58386bac2e0f1fdae9cab844">tvm::tir::builtin::kArrData</a></div><div class="ttdef"><b>Definition:</b> builtin.h:556</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a26472adf05d821f1929cfbc02bc3c231"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a26472adf05d821f1929cfbc02bc3c231">tvm::tir::builtin::shift_left</a></div><div class="ttdeci">const Op & shift_left()</div><div class="ttdoc">Left shift. </div></div>
-<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca5ce842cabb26975681dd561c5132af1b"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca5ce842cabb26975681dd561c5132af1b">tvm::tir::builtin::kArrTypeCode</a></div><div class="ttdef"><b>Definition:</b> builtin.h:552</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_ad3b90c881b67ebe8e8fe68f14143bb1ca5ce842cabb26975681dd561c5132af1b"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#ad3b90c881b67ebe8e8fe68f14143bb1ca5ce842cabb26975681dd561c5132af1b">tvm::tir::builtin::kArrTypeCode</a></div><div class="ttdef"><b>Definition:</b> builtin.h:560</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_aa6e23eac98abb8378b9837011a5c04b5"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#aa6e23eac98abb8378b9837011a5c04b5">tvm::tir::builtin::tvm_call_trace_packed_lowered</a></div><div class="ttdeci">const Op & tvm_call_trace_packed_lowered()</div><div class="ttdoc">Lowered version of trace intrinsic, the space of value and type codes are explicitly allocated...</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_aa5b0e90771b35d78b6c07c0054abe023"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#aa5b0e90771b35d78b6c07c0054abe023">tvm::tir::builtin::isnullptr</a></div><div class="ttdeci">const Op & isnullptr()</div><div class="ttdoc">See pesudo code. </div></div>
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diff --git a/docs/api/doxygen/classes.html b/docs/api/doxygen/classes.html
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--- a/docs/api/doxygen/classes.html
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@@ -90,160 +90,161 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="qindex"><a class="qindex" href="#letter_A">A</a> | <a class="qindex" href="#letter_B">B</a> | <a class="qindex" href="#letter_C">C</a> | <a class="qindex" href="#letter_D">D</a> | <a class="qindex" href="#letter_E">E</a> | <a class="qindex" href="#letter_F">F</a> | <a class="qindex" href="#letter_G">G</a> | <a class="qindex" href="#letter_H">H</a> | <a class="qindex" href="#letter_I">I</a> |& [...]
<table class="classindex">
<tr><td rowspan="2" valign="bottom"><a name="letter_A"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  A  </div></td></tr></table>
-</td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ConvGemmWeightTransformAttrs.html">ConvGemmWeightTransformAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1InterpreterClosureObj.html">InterpreterClosureObj</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternMutator.h [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ConvWinogradWeightTransformAttrs.html">ConvWinogradWeightTransformAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntGroupBounds.html">IntGroupBounds</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternNode.html">Patte [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AdaptivePool2DAttrs.html">AdaptivePool2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1CorrelationAttrs.html">CorrelationAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntGroupBoundsNode.html">IntGroupBoundsNode< [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AdaptivePool3DAttrs.html">AdaptivePool3DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1CropAndResizeAttrs.html">CropAndResizeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1IntImm.html">IntImm</a> (<a class="el" href="name [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Add.html">Add</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_D"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  D  </div></td></tr></table>
-</td><td valign="top"><a class="el" href="classtvm_1_1IntImmNode.html">IntImmNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternVar.html">PatternVar</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1StridedSliceAttrs.html">StridedSliceAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm: [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AddNode.html">AddNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntSet.html">IntSet</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternVarNode.html">PatternVarNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::re [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ADT.html">ADT</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1DataProducer.html">DataProducer</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntSetAnalyzer.html">IntSetAnalyzer</a> (<a class="el" href="namespacetvm_1_1arith.htm [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ADTObj.html">ADTObj</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1DataProducerNode.html">DataProducerNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntSetNode.html">IntSetNode</a> (<a class="el" href="namespacetvm_1_1ari [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AffineGridAttrs.html">AffineGridAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1DataType.html">DataType</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1IRModule.html">IRModule</a> (<a class="el" href="namespacetvm.html">tvm< [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Allocate.html">Allocate</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DataTypePattern.html">DataTypePattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1IRModuleNode.html">IRModuleNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)& [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AllocateNode.html">AllocateNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DataTypePatternNode.html">DataTypePatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1IterAdapter.html">IterAdapter</a> (<a class="el" href="nam [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AllocStorageAttrs.html">AllocStorageAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DebugAttrs.html">DebugAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1IterVar.html">IterVar</a> (<a class="el" href="namespacetvm_1_ [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AllocTensorAttrs.html">AllocTensorAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DeformableConv2DAttrs.html">DeformableConv2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1IterVarAttr.html">IterVarAttr</a> (<a class [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1AltPattern.html">AltPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DenseAttrs.html">DenseAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1IterVarAttrNode.html">IterVarAttrNode</a> (<a class="el" href="namespacetvm_1_ [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1AltPatternNode.html">AltPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1DenseMapNode.html">DenseMapNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1IterVarNode.html">IterVarNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</ [...]
+</td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ConvWinogradWeightTransformAttrs.html">ConvWinogradWeightTransformAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1InterpreterClosureObj.html">InterpreterClosureObj</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternN [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1CorrelationAttrs.html">CorrelationAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntGroupBounds.html">IntGroupBounds</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternTuple.html">PatternTuple</a> (<a class="el" href [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AdaptivePool2DAttrs.html">AdaptivePool2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1CropAndResizeAttrs.html">CropAndResizeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntGroupBoundsNode.html">IntGroupBoundsN [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AdaptivePool3DAttrs.html">AdaptivePool3DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_D"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  D  </div></td></tr></table>
+</td><td valign="top"><a class="el" href="classtvm_1_1IntImm.html">IntImm</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternVar.html">PatternVar</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1StoreNode.html">StoreNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </ [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Add.html">Add</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1IntImmNode.html">IntImmNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternVarNode.html">PatternVarNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)    [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AddNode.html">AddNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1DataProducer.html">DataProducer</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntSet.html">IntSet</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)&# [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ADT.html">ADT</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1DataProducerNode.html">DataProducerNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntSetAnalyzer.html">IntSetAnalyzer</a> (<a class="el" href="namespacetvm_1_1a [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ADTObj.html">ADTObj</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1DataType.html">DataType</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntSetNode.html">IntSetNode</a> (<a class="el" href="namespacetvm_1_1arith.h [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AffineGridAttrs.html">AffineGridAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DataTypePattern.html">DataTypePattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1IRModule.html">IRModule</a> (<a class="el" href="namespacetvm.ht [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Allocate.html">Allocate</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DataTypePatternNode.html">DataTypePatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1IRModuleNode.html">IRModuleNode</a> (<a class="el" href="namespacetvm.html">t [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AllocateNode.html">AllocateNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DebugAttrs.html">DebugAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1IterAdapter.html">IterAdapter</a> (<a class="el" href="namespacetvm_1_1runt [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AllocStorageAttrs.html">AllocStorageAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DeformableConv2DAttrs.html">DeformableConv2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1IterVar.html">IterVar</a> (<a class="el" [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AllocTensorAttrs.html">AllocTensorAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DenseAttrs.html">DenseAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1IterVarAttr.html">IterVarAttr</a> (<a class="el" href="namespacet [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1AltPattern.html">AltPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1DenseMapNode.html">DenseMapNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1IterVarAttrNode.html">IterVarAttrNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>) [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1AltPatternNode.html">AltPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1qnn_1_1DequantizeAttrs.html">DequantizeAttrs</a> (<a class="el" href="namespacetvm_1_1relay_1_1qnn.html">tvm::relay::qnn</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1IterVarNode.html">IterVarNode</a> (<a cl [...]
</td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1Analyzer.html">Analyzer</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1DeviceAPI.html">DeviceAPI</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1IterVarRelation.html">IterVarRelation</a> (<a class="el" href="namespacetvm_1_1 [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1And.html">And</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DeviceCopyAttrs.html">DeviceCopyAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1IterVarRelationNode.html">IterVarRelationNode</a> (<a class="el" href="namespacetvm_1_1t [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1Analyzer.html">Analyzer</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1DeviceAPI.html">DeviceAPI</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1IterVarRelation.html">IterVarRelation</a> (<a class="el" href="namespacetvm_1_1 [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1And.html">And</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DeviceCopyAttrs.html">DeviceCopyAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1IterVarRelationNode.html">IterVarRelationNode</a> (<a class="el" href="namespacetvm_1_1t [...]
<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AndNode.html">AndNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPattern.html">DFPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_L"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  L  [...]
-</td><td valign="top"><a class="el" href="classtvm_1_1PrimExprNode.html">PrimExprNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1Target.html">Target</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Any.html">Any</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html">DFPatternCallback</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1PrimFunc.html">PrimFunc</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir< [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AnyNode.html">AnyNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">DFPatternCallbackNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1L2NormalizeAttrs.html">L2NormalizeAttrs</a> (<a class="el" href=" [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ArangeAttrs.html">ArangeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternFunctor.html">DFPatternFunctor</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1LayerNormAttrs.html">LayerNormAttrs</a> (<a class="el" href= [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ArgsortAttrs.html">ArgsortAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternFunctor_3_01R_07const_01DFPattern_01_6n_00_01Args_8_8_8_08_4.html">DFPatternFunctor< R(const DFPattern &n, Args...)></a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a c [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1Array.html">Array</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternNode.html">DFPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LayoutAxis.html">LayoutAxis</a> (<a class="el" href="namespacetvm_1_1tir.htm [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1SimpleObjAllocator_1_1ArrayHandler.html">SimpleObjAllocator::ArrayHandler</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternVisitor.html">DFPatternVisitor</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LayoutNode.htm [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ArrayNode.html">ArrayNode</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1DictAttrs.html">DictAttrs</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1LayoutTransformAttrs.html">LayoutTransformAttrs</a> (<a class="el" href="namespacetvm_1_1relay.htm [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AssertStmt.html">AssertStmt</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1DictAttrsNode.html">DictAttrsNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LE.html">LE</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AssertStmtNode.html">AssertStmtNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DilateAttrs.html">DilateAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1LeakyReluAttrs.html">LeakyReluAttrs</a> (<a class="el" href="namespace [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrDocEntry.html">AttrDocEntry</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Dilation2DAttrs.html">Dilation2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1tir_1_1LENode.html">LENode</a> (<a class="el" href="namespacetvm_1 [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrDocVisitor.html">AttrDocVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Div.html">Div</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Let.html">Let</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)  [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1AttrError.html">AttrError</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1DivNode.html">DivNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Let.html">Let</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td rowsp [...]
-</td><td valign="top"><a class="el" href="classtvm_1_1te_1_1TensorIntrin.html">TensorIntrin</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrExistVisitor.html">AttrExistVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DominatorPattern.html">DominatorPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LetNode.html">LetNode</a> (<a class="el" href="name [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1AttrFieldInfo.html">AttrFieldInfo</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DominatorPatternNode.html">DominatorPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1LetNode.html">LetNode</a> (<a class="el" href="namespacetvm_1_1relay.html"> [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1AttrFieldInfoNode.html">AttrFieldInfoNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DropoutAttrs.html">DropoutAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LetStmt.html">LetStmt</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a [...]
-</td><td valign="top"><a class="el" href="classtvm_1_1te_1_1TensorIntrinNode.html">TensorIntrinNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td></tr>
+</td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1PrimFunc.html">PrimFunc</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1Target.html">Target</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td></tr>
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Any.html">Any</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html">DFPatternCallback</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1PrimFuncNode.html">PrimFuncNode</a> (<a class="el" href="namespacetvm_1_1tir.html">t [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AnyNode.html">AnyNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">DFPatternCallbackNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1L2NormalizeAttrs.html">L2NormalizeAttrs</a> (<a class="el" href=" [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ArangeAttrs.html">ArangeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternFunctor.html">DFPatternFunctor</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1LayerNormAttrs.html">LayerNormAttrs</a> (<a class="el" href= [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ArgsortAttrs.html">ArgsortAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternFunctor_3_01R_07const_01DFPattern_01_6n_00_01Args_8_8_8_08_4.html">DFPatternFunctor< R(const DFPattern &n, Args...)></a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a c [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1Array.html">Array</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternNode.html">DFPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LayoutAxis.html">LayoutAxis</a> (<a class="el" href="namespacetvm_1_1tir.htm [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1SimpleObjAllocator_1_1ArrayHandler.html">SimpleObjAllocator::ArrayHandler</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPatternVisitor.html">DFPatternVisitor</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LayoutNode.htm [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ArrayNode.html">ArrayNode</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1DictAttrs.html">DictAttrs</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1LayoutTransformAttrs.html">LayoutTransformAttrs</a> (<a class="el" href="namespacetvm_1_1relay.htm [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AssertStmt.html">AssertStmt</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1DictAttrsNode.html">DictAttrsNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LE.html">LE</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AssertStmtNode.html">AssertStmtNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DilateAttrs.html">DilateAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1LeakyReluAttrs.html">LeakyReluAttrs</a> (<a class="el" href="namespace [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrDocEntry.html">AttrDocEntry</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Dilation2DAttrs.html">Dilation2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1tir_1_1LENode.html">LENode</a> (<a class="el" href="namespacetvm_1 [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrDocVisitor.html">AttrDocVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Div.html">Div</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Let.html">Let</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)  [...]
+</td><td valign="top"><a class="el" href="structtvm_1_1te_1_1TensorDom.html">TensorDom</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td></tr>
+<tr><td valign="top"><a class="el" href="structtvm_1_1AttrError.html">AttrError</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1DivNode.html">DivNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Let.html">Let</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valig [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrExistVisitor.html">AttrExistVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DominatorPattern.html">DominatorPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LetNode.html">LetNode</a> (<a class="el" href="name [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1AttrFieldInfo.html">AttrFieldInfo</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1DominatorPatternNode.html">DominatorPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1LetNode.html">LetNode</a> (<a class="el" href="namespacetvm_1_1relay.html"> [...]
+</td><td valign="top"><a class="el" href="classtvm_1_1te_1_1TensorIntrinCallNode.html">TensorIntrinCallNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td></tr>
+<tr><td valign="top"><a class="el" href="classtvm_1_1AttrFieldInfoNode.html">AttrFieldInfoNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1DropoutAttrs.html">DropoutAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LetStmt.html">LetStmt</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a [...]
<tr><td valign="top"><a class="el" href="structtvm_1_1detail_1_1AttrInitEntry.html">AttrInitEntry</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_E"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  E  </div></td></tr></table>
-</td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LetStmtNode.html">LetStmtNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1TensorNode.html">TensorNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrInitVisitor.html">AttrInitVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Load.html">Load</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Ramp.html">Ramp</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>) [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrNonDefaultVisitor.html">AttrNonDefaultVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1EnvFunc.html">EnvFunc</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LoadNode.html">LoadNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir< [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1detail_1_1AttrNopEntry.html">AttrNopEntry</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1EnvFuncNode.html">EnvFuncNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1LRNAttrs.html">LRNAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrNormalVisitor.html">AttrNormalVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1EQ.html">EQ</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LT.html">LT</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>) & [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1AttrPattern.html">AttrPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1EQNode.html">EQNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LTNode.html">LTNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)  [...]
+</td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LetStmtNode.html">LetStmtNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Ramp.html">Ramp</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1TensorNode.html">TensorNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)  [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrInitVisitor.html">AttrInitVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Load.html">Load</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1RampNode.html">RampNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrNonDefaultVisitor.html">AttrNonDefaultVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1EnvFunc.html">EnvFunc</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LoadNode.html">LoadNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir< [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1detail_1_1AttrNopEntry.html">AttrNopEntry</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1EnvFuncNode.html">EnvFuncNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1LRNAttrs.html">LRNAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrNormalVisitor.html">AttrNormalVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1EQ.html">EQ</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LT.html">LT</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>) & [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1AttrPattern.html">AttrPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1EQNode.html">EQNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1LTNode.html">LTNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)  [...]
<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1AttrPatternNode.html">AttrPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1Error.html">Error</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_M"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  M  </div [...]
-</td><td valign="top"><a class="el" href="classtvm_1_1te_1_1RebaseNode.html">RebaseNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1TransposeAttrs.html">TransposeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1AttrRegistryMap.html">AttrRegistryMap</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1ErrorBuilder.html">ErrorBuilder</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1RecClosure.html">RecClosure</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1AttrRegistryMapContainerMap.html">AttrRegistryMapContainerMap</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1ErrorReporter.html">ErrorReporter</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1Map.html">Map</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td va [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1Attrs.html">Attrs</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Evaluate.html">Evaluate</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1MapNode.html">MapNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" hr [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1AttrsNode.html">AttrsNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1EvaluateNode.html">EvaluateNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Match.html">Match</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   < [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrsSEqualVisitor.html">AttrsSEqualVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1Executable.html">Executable</a> (<a class="el" href="namespacetvm_1_1runtime_1_1vm.html">tvm::runtime::vm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1MatchNode.html">MatchNode</a> (<a c [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrsSHashVisitor.html">AttrsSHashVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ExpandDimsAttrs.html">ExpandDimsAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Max.html">Max</a> (<a class="el" href="namespacetv [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AttrStmt.html">AttrStmt</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1tir_1_1ExprDeepEqual.html">ExprDeepEqual</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1MaxNode.html">MaxNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)& [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AttrStmtNode.html">AttrStmtNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor.html">ExprFunctor</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MaxPool1DAttrs.html">MaxPool1DAttrs</a> (<a class="el" href="namespacetvm_1_1rela [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1detail_1_1AttrTriggerNonDefaultEntry.html">AttrTriggerNonDefaultEntry</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprFunctor.html">ExprFunctor</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MaxPool2DAttrs.html">MaxPool2DAttrs</ [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1AttrVisitor.html">AttrVisitor</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprFunctor_3_01R_07const_01Expr_01_6n_00_01Args_8_8_8_08_4.html">ExprFunctor< R(const Expr &n, Args...)></a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MaxPool3DA [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AvgPool1DAttrs.html">AvgPool1DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html">ExprFunctor< R(const PrimExpr &n, Args...)></a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AvgPool2DAttrs.html">AvgPool2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html">ExprMutator</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1MemoryInfoNode.html">MemoryInfoNode</a> (<a class="el" href="namespacetvm.html"> [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AvgPool3DAttrs.html">AvgPool3DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprMutator.html">ExprMutator</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MeshgridAttrs.html">MeshgridAttrs</a> (<a class="el" href="names [...]
+</td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1RecClosure.html">RecClosure</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1TransposeAttrs.html">TransposeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td></tr>
+<tr><td valign="top"><a class="el" href="classtvm_1_1AttrRegistryMap.html">AttrRegistryMap</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1ErrorBuilder.html">ErrorBuilder</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1RecClosureObj.html">RecClosureObj</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)  [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1AttrRegistryMapContainerMap.html">AttrRegistryMapContainerMap</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1ErrorReporter.html">ErrorReporter</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1Map.html">Map</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td va [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1Attrs.html">Attrs</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Evaluate.html">Evaluate</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1MapNode.html">MapNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" hr [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1AttrsNode.html">AttrsNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1EvaluateNode.html">EvaluateNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Match.html">Match</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   < [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrsSEqualVisitor.html">AttrsSEqualVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1Executable.html">Executable</a> (<a class="el" href="namespacetvm_1_1runtime_1_1vm.html">tvm::runtime::vm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1MatchNode.html">MatchNode</a> (<a c [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1detail_1_1AttrsSHashVisitor.html">AttrsSHashVisitor</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ExpandDimsAttrs.html">ExpandDimsAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Max.html">Max</a> (<a class="el" href="namespacetv [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AttrStmt.html">AttrStmt</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1tir_1_1ExprDeepEqual.html">ExprDeepEqual</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1MaxNode.html">MaxNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)& [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1AttrStmtNode.html">AttrStmtNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor.html">ExprFunctor</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MaxPool1DAttrs.html">MaxPool1DAttrs</a> (<a class="el" href="namespacetvm_1_1rela [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1detail_1_1AttrTriggerNonDefaultEntry.html">AttrTriggerNonDefaultEntry</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprFunctor.html">ExprFunctor</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MaxPool2DAttrs.html">MaxPool2DAttrs</ [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1AttrVisitor.html">AttrVisitor</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprFunctor_3_01R_07const_01Expr_01_6n_00_01Args_8_8_8_08_4.html">ExprFunctor< R(const Expr &n, Args...)></a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MaxPool3DA [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AvgPool1DAttrs.html">AvgPool1DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html">ExprFunctor< R(const PrimExpr &n, Args...)></a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AvgPool2DAttrs.html">AvgPool2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html">ExprMutator</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1MemoryInfoNode.html">MemoryInfoNode</a> (<a class="el" href="namespacetvm.html"> [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1AvgPool3DAttrs.html">AvgPool3DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprMutator.html">ExprMutator</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MeshgridAttrs.html">MeshgridAttrs</a> (<a class="el" href="names [...]
<tr><td rowspan="2" valign="bottom"><a name="letter_B"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  B  </div></td></tr></table>
-</td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprPattern.html">ExprPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Min.html">Min</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1RefWrite.html">RefWrite</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)& [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprPatternNode.html">ExprPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1MinNode.html">MinNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1RefWriteNode.html">RefWriteNode</a> (<a class="el" href="namespacetvm_1_1relay [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1BaseAttrsNode.html">BaseAttrsNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprRewriter.html">ExprRewriter</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MirrorPadAttrs.html">MirrorPadAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">t [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1te_1_1BaseComputeOpNode.html">BaseComputeOpNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html">ExprVisitor</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1MixedModeMutator.html">MixedModeMutator</a> (<a class="el" href="namespacet [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1BaseExpr.html">BaseExpr</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprVisitor.html">ExprVisitor</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1MixedModeVisitor.html">MixedModeVisitor</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1BaseExprNode.html">BaseExprNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1ExternOp.html">ExternOp</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Mod.html">Mod</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign= [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1BaseFunc.html">BaseFunc</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">ExternOpNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ModNode.html">ModNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td [...]
+</td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprPattern.html">ExprPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Min.html">Min</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1RefWriteNode.html">RefWriteNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::rel [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprPatternNode.html">ExprPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1MinNode.html">MinNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1ReflectionVTable_1_1Registry.html">ReflectionVTable::Registry</a> (<a class="el" href=" [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1BaseAttrsNode.html">BaseAttrsNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprRewriter.html">ExprRewriter</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MirrorPadAttrs.html">MirrorPadAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">t [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1te_1_1BaseComputeOpNode.html">BaseComputeOpNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html">ExprVisitor</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1MixedModeMutator.html">MixedModeMutator</a> (<a class="el" href="namespacet [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1BaseExpr.html">BaseExpr</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ExprVisitor.html">ExprVisitor</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1MixedModeVisitor.html">MixedModeVisitor</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1BaseExprNode.html">BaseExprNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1ExternOp.html">ExternOp</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Mod.html">Mod</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign= [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1BaseFunc.html">BaseFunc</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1ExternOpNode.html">ExternOpNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ModNode.html">ModNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td [...]
<tr><td valign="top"><a class="el" href="classtvm_1_1BaseFuncNode.html">BaseFuncNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_F"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  F  </div></td></tr></table>
-</td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ModularSet.html">ModularSet</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1RelayRefType.html">RelayRefType</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structTVMOpParam.html">TVMOpParam</a>   </td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1BaseTensorType.html">BaseTensorType</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ModularSetAnalyzer.html">ModularSetAnalyzer</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1RelayRefTypeNode.html">RelayRefTypeNode</a> (<a class="el" href="namespacetvm.html">tv [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1BaseTensorTypeNode.html">BaseTensorTypeNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1FeatureSet.html">FeatureSet</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ModularSetNode.html">ModularSetNode</a> (<a class="el" href="namespacetvm_1_1arith.ht [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1BaseValueEqual.html">BaseValueEqual</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1FIFOBufferAttrs.html">FIFOBufferAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1Module.html">Module</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm:: [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1BaseValueHash.html">BaseValueHash</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1SeqStmt_1_1Flattener.html">SeqStmt::Flattener</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ModuleNode.html">ModuleNode</a> (<a class="el" href="namespacetvm_1_1runtime.html [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1BatchNormAttrs.html">BatchNormAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1FloatImm.html">FloatImm</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Mul.html">Mul</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </ [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1BiasAddAttrs.html">BiasAddAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1FloatImmNode.html">FloatImmNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1MulNode.html">MulNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>) &# [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BijectiveLayout.html">BijectiveLayout</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1FloorDiv.html">FloorDiv</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MultiBoxPriorAttrs.html">MultiBoxPriorAttrs</a> (<a class="el" href="namespacetvm [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BijectiveLayoutNode.html">BijectiveLayoutNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1FloorDivNode.html">FloorDivNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MultiBoxTransformLocAttrs.html">MultiBoxTransformLocAttrs</a> (<a [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1BinaryConv2DAttrs.html">BinaryConv2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1FloorMod.html">FloorMod</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_N"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah"> [...]
+</td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ModularSet.html">ModularSet</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1RelayRefTypeNode.html">RelayRefTypeNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structTVMOpParam.html">TVMOpParam</a>   </td></tr>
+<tr><td valign="top"><a class="el" href="classtvm_1_1BaseTensorType.html">BaseTensorType</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ModularSetAnalyzer.html">ModularSetAnalyzer</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1RepeatAttrs.html">RepeatAttrs</a> (<a class="el" href="namespacetvm_1_1relay [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1BaseTensorTypeNode.html">BaseTensorTypeNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1FeatureSet.html">FeatureSet</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ModularSetNode.html">ModularSetNode</a> (<a class="el" href="namespacetvm_1_1arith.ht [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1BaseValueEqual.html">BaseValueEqual</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1FIFOBufferAttrs.html">FIFOBufferAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1Module.html">Module</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm:: [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1BaseValueHash.html">BaseValueHash</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html">FixedPointMultiplyAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ModuleNode.html">ModuleNode</a> (<a class="el" href="namespacetvm_ [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1BatchNormAttrs.html">BatchNormAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1SeqStmt_1_1Flattener.html">SeqStmt::Flattener</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Mul.html">Mul</a> (<a class="el" href="namespacetvm_1_1ti [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1BiasAddAttrs.html">BiasAddAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1FloatImm.html">FloatImm</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1MulNode.html">MulNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BijectiveLayout.html">BijectiveLayout</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1FloatImmNode.html">FloatImmNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MultiBoxPriorAttrs.html">MultiBoxPriorAttrs</a> (<a class="el" href="namespacetvm_1_1relay.h [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BijectiveLayoutNode.html">BijectiveLayoutNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1FloorDiv.html">FloorDiv</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1MultiBoxTransformLocAttrs.html">MultiBoxTransformLocAttrs</a> (<a class=" [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1BinaryConv2DAttrs.html">BinaryConv2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1FloorDivNode.html">FloorDivNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_N"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div cla [...]
</td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ReverseIterAdapter.html">ReverseIterAdapter</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1TypeConstraint.html">TypeConstraint</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td></tr>
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1BinaryDenseAttrs.html">BinaryDenseAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1FloorModNode.html">FloorModNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html">ReverseSequenceAttrs</a> (<a class="e [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BinaryOpNode.html">BinaryOpNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1For.html">For</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1NDArray.html">NDArray</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)&# [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1BitPackAttrs.html">BitPackAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ForNode.html">ForNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1NdarraySizeAttrs.html">NdarraySizeAttrs</a> (<a class="el" href="namespacetvm_1_1r [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1Bool.html">Bool</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1StringObj_1_1FromStd.html">StringObj::FromStd</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1NE.html">NE</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Broadcast.html">Broadcast</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Function.html">Function</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1NENode.html">NENode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)  [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1BinaryDenseAttrs.html">BinaryDenseAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1FloorMod.html">FloorMod</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html">ReverseSequenceAttrs</a> (<a class="el" href= [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BinaryOpNode.html">BinaryOpNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1FloorModNode.html">FloorModNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1NDArray.html">NDArray</a> (<a class="el" href="namespacetvm_1_1runtime.html">t [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1BitPackAttrs.html">BitPackAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1For.html">For</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1NdarraySizeAttrs.html">NdarraySizeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.htm [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1Bool.html">Bool</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1ForNode.html">ForNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1NE.html">NE</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="e [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Broadcast.html">Broadcast</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1StringObj_1_1FromStd.html">StringObj::FromStd</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1NENode.html">NENode</a> (<a class="el" href="namespacetvm_1_1t [...]
</td><td valign="top"><a class="el" href="classtvm_1_1TypedEnvFunc_3_01R_07Args_8_8_8_08_4.html">TypedEnvFunc< R(Args...)></a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BroadcastNode.html">BroadcastNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1FunctionNode.html">FunctionNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1NodeFunctor.html">NodeFunctor</a> (<a class="el" href="namespacetvm.html">tvm</a> [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Buffer.html">Buffer</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1FuncType.html">FuncType</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1NodeFunctor_3_01R_07const_01ObjectRef_01_6n_00_01Args_8_8_8_08_4.html">NodeFunctor< R(const ObjectRef &n, Args...)></a [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferLoad.html">BufferLoad</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1FuncTypeNode.html">FuncTypeNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1NonMaximumSuppressionAttrs.html">NonMaximumSuppressionAttrs</a> (<a class="el" href="namespacetvm_1_1r [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferLoadNode.html">BufferLoadNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1Fuse.html">Fuse</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Not.html">Not</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   < [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferNode.html">BufferNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1FuseNode.html">FuseNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1NotNode.html">NotNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferRealize.html">BufferRealize</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_G"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  G  </div></td></tr></table>
-</td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1NullOptType.html">NullOptType</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1ScheduleNode.html">ScheduleNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1TypeMutator.html">TypeMutator</a> (<a class="el" href="namespacetvm.html">tvm</a [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferRealizeNode.html">BufferRealizeNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_O"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  O  </div></td></tr></table>
-</td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Select.html">Select</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1TypeName.html">TypeName</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferStore.html">BufferStore</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1GatherAttrs.html">GatherAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1SelectNode.html">SelectNode</a> (<a class="el" href="namespacetvm_1_1tir.html"> [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferStoreNode.html">BufferStoreNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1GE.html">GE</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ObjAllocatorBase.html">ObjAllocatorBase</a> (<a class="el" href="namespacetvm_1_1runtime.htm [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BroadcastNode.html">BroadcastNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Function.html">Function</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1NodeFunctor.html">NodeFunctor</a> (<a class="el" href="namespacetvm.html">tvm</a>) & [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Buffer.html">Buffer</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1FunctionNode.html">FunctionNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1NodeFunctor_3_01R_07const_01ObjectRef_01_6n_00_01Args_8_8_8_08_4.html">NodeFunctor< R(const [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferLoad.html">BufferLoad</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1FuncType.html">FuncType</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1NonMaximumSuppressionAttrs.html">NonMaximumSuppressionAttrs</a> (<a class="el" href="namespacetvm_1_1relay.htm [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferLoadNode.html">BufferLoadNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1FuncTypeNode.html">FuncTypeNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Not.html">Not</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   < [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferNode.html">BufferNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1Fuse.html">Fuse</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1NotNode.html">NotNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   < [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferRealize.html">BufferRealize</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1FuseNode.html">FuseNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1NullOptType.html">NullOptType</a> (<a class="el" href="namespacetvm_1_1runtime.html">t [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferRealizeNode.html">BufferRealizeNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_G"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  G  </div></td></tr></table>
+</td><td rowspan="2" valign="bottom"><a name="letter_O"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  O  </div></td></tr></table>
+</td><td valign="top"><a class="el" href="classtvm_1_1te_1_1ScheduleNode.html">ScheduleNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1TypeName.html">TypeName</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td></tr>
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferStore.html">BufferStore</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Select.html">Select</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1TypeName_3_01bool_01_4.html">TypeName< bool ></a> (<a class="el" href="namespacetvm_1_ [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1BufferStoreNode.html">BufferStoreNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1GatherAttrs.html">GatherAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ObjAllocatorBase.html">ObjAllocatorBase</a> (<a class="el" href="na [...]
<tr><td rowspan="2" valign="bottom"><a name="letter_C"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  C  </div></td></tr></table>
-</td><td valign="top"><a class="el" href="classtvm_1_1GenericFunc.html">GenericFunc</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1Object.html">Object</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1SelectSEqualReduce_3_01T_00_01TraitName_00_01false_01_4.html">SelectSEqualReduce< T, TraitName, [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1GenericFuncNode.html">GenericFuncNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectEqual.html">ObjectEqual</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1SelectSHashReduce.html">SelectSHashReduce</a> (<a class="el" href="namespacetvm_ [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Call.html">Call</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1GENode.html">GENode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectHash.html">ObjectHash</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)  [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Call.html">Call</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1GetValidCountsAttrs.html">GetValidCountsAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ObjectPtr.html">ObjectPtr</a> (<a class="el" href="namespacetvm_1_1 [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1CallNode.html">CallNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1GlobalPool2DAttrs.html">GlobalPool2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectPtrEqual.html">ObjectPtrEqual</a> (<a class="el" href="namespa [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1CallNode.html">CallNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1GlobalTypeVar.html">GlobalTypeVar</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectPtrHash.html">ObjectPtrHash</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::ru [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1CallPattern.html">CallPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1GlobalTypeVarNode.html">GlobalTypeVarNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ObjectRef.html">ObjectRef</a> (<a class="el" href="namespacetvm_1_1runtime.html">tv [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1CallPatternNode.html">CallPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1GlobalVar.html">GlobalVar</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectTypeChecker.html">ObjectTypeChecker</a> (<a class="el" href="namespacetvm_1_1runtime [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1CanonicalSimplifier.html">CanonicalSimplifier</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1GlobalVarNode.html">GlobalVarNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectTypeChecker_3_01Array_3_01T_01_4_01_4.html">ObjectTypeChecker< Ar [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Cast.html">Cast</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1GridSampleAttrs.html">GridSampleAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectTypeChecker_3_01Map_3_01K_00_01V_01_4_01_4.html">ObjectTypeChecker< Map [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1CastAttrs.html">CastAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1GroupNormAttrs.html">GroupNormAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1OnDeviceAttrs.html">OnDeviceAttrs</a> (<a class="el" href="namespac [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1CastHintAttrs.html">CastHintAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1GT.html">GT</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1OneHotAttrs.html">OneHotAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::re [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1CastNode.html">CastNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1GTNode.html">GTNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1Op.html">Op</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a cl [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Clause.html">Clause</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_H"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  H  </div></td></tr></table>
-</td><td valign="top"><a class="el" href="classtvm_1_1OpAttrMap.html">OpAttrMap</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ShapePatternNode.html">ShapePatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1TypeVarNode.html">TypeVarNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)    [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ClauseNode.html">ClauseNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1Operation.html">Operation</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1SHashReducer.html">SHashReducer</a> (<a class="el" href="namespacetvm.html">tvm</a>)   [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ClipAttrs.html">ClipAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1SEqualReducer_1_1Handler.html">SEqualReducer::Handler</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1OperationNode.html">OperationNode</a> (<a class="el" href="namespacetvm_1_1te.h [...]
+</td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1GE.html">GE</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1Object.html">Object</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1SelectSEqualReduce.html">SelectSEqualReduce</a> (<a class="el" href="namespacetvm_1_1detail.html" [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1GenericFunc.html">GenericFunc</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectEqual.html">ObjectEqual</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1SelectSEqualReduce_3_01T_00_01TraitName_00_01false_01_4.html">SelectSEqualReduce< T, [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Call.html">Call</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1GenericFuncNode.html">GenericFuncNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectHash.html">ObjectHash</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)  [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Call.html">Call</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1GENode.html">GENode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ObjectPtr.html">ObjectPtr</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)&# [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1CallNode.html">CallNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1GetValidCountsAttrs.html">GetValidCountsAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectPtrEqual.html">ObjectPtrEqual</a> (<a class="el" href="nam [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1CallNode.html">CallNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1GlobalPool2DAttrs.html">GlobalPool2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectPtrHash.html">ObjectPtrHash</a> (<a class="el" href="nam [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1CallPattern.html">CallPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1GlobalTypeVar.html">GlobalTypeVar</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1ObjectRef.html">ObjectRef</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runti [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1CallPatternNode.html">CallPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1GlobalTypeVarNode.html">GlobalTypeVarNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectTypeChecker.html">ObjectTypeChecker</a> (<a class="el" href="namespa [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1CanonicalSimplifier.html">CanonicalSimplifier</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1GlobalVar.html">GlobalVar</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectTypeChecker_3_01Array_3_01T_01_4_01_4.html">ObjectTypeChecker< Array< [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Cast.html">Cast</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1GlobalVarNode.html">GlobalVarNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1ObjectTypeChecker_3_01Map_3_01K_00_01V_01_4_01_4.html">ObjectTypeChecker< Map< K, V > ></a> (<a cl [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1CastAttrs.html">CastAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1GridSampleAttrs.html">GridSampleAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1OnDeviceAttrs.html">OnDeviceAttrs</a> (<a class="el" href="namesp [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1CastHintAttrs.html">CastHintAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1GroupNormAttrs.html">GroupNormAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1OneHotAttrs.html">OneHotAttrs</a> (<a class="el" href="name [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1CastNode.html">CastNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1GT.html">GT</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1Op.html">Op</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Clause.html">Clause</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1GTNode.html">GTNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1OpAttrMap.html">OpAttrMap</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td va [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ClauseNode.html">ClauseNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_H"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  H  </div></td></tr></table>
+</td><td valign="top"><a class="el" href="classtvm_1_1te_1_1Operation.html">Operation</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ShapePatternNode.html">ShapePatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1TypeVisitor.html">TypeVisitor</a> (<a class="el" href="namespacetvm.html">tvm</a>)& [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ClipAttrs.html">ClipAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1OperationNode.html">OperationNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1SHashReducer.html">SHashReducer</a> (<a class="el" href="namespacetvm.html">tvm</a>)  [...]
</td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1Closure.html">Closure</a> (<a class="el" href="namespacetvm_1_1runtime_1_1vm.html">tvm::runtime::vm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1SHashReducer_1_1Handler.html">SHashReducer::Handler</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpImplementation.html">OpImplementation</a> (<a class="el" hr [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1ClosureObj.html">ClosureObj</a> (<a class="el" href="namespacetvm_1_1runtime_1_1vm.html">tvm::runtime::vm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1SimpleObjAllocator_1_1Handler.html">SimpleObjAllocator::Handler</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpImplementa [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1CmpOpNode.html">CmpOpNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structdmlc_1_1serializer_1_1Handler_3_01DLContext_01_4.html">Handler< DLContext ></a> (<a class="el" href="namespacedmlc_1_1serializer.html">dmlc::serializer</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1OpNode.html">OpNode</a> (<a class="el" hre [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1CommReducer.html">CommReducer</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structdmlc_1_1serializer_1_1Handler_3_01DLDataType_01_4.html">Handler< DLDataType ></a> (<a class="el" href="namespacedmlc_1_1serializer.html">dmlc::serializer</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1OpRegEntry.html">OpRegEntry</a> (<a [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1Closure.html">Closure</a> (<a class="el" href="namespacetvm_1_1runtime_1_1vm.html">tvm::runtime::vm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1SEqualReducer_1_1Handler.html">SEqualReducer::Handler</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpImplementation.html">OpImplementation</a> (<a class="el" [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1vm_1_1ClosureObj.html">ClosureObj</a> (<a class="el" href="namespacetvm_1_1runtime_1_1vm.html">tvm::runtime::vm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1SHashReducer_1_1Handler.html">SHashReducer::Handler</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpImplementationNode.html">OpImplementationNode</a> (<a [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1CmpOpNode.html">CmpOpNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1SimpleObjAllocator_1_1Handler.html">SimpleObjAllocator::Handler</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1OpNode.html">OpNode</a> (<a class="el" href="namesp [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1CommReducer.html">CommReducer</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structdmlc_1_1serializer_1_1Handler_3_01DLContext_01_4.html">Handler< DLContext ></a> (<a class="el" href="namespacedmlc_1_1serializer.html">dmlc::serializer</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1OpRegEntry.html">OpRegEntry</a> (<a cl [...]
</td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1CommReducerNode.html">CommReducerNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1HybridOp.html">HybridOp</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpSpecialization.html">OpSpecialization</a> (<a class="el" href="namespacetvm_1_1rela [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1CompilerAttrs.html">CompilerAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1HybridOpNode.html">HybridOpNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpSpecializationNode.html">OpSpecializationNode</a> (<a class="el" href="n [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1te_1_1ComputeOp.html">ComputeOp</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_I"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  I  </div></td></tr></table>
-</td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpStrategy.html">OpStrategy</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1Tensor_1_1Slice.html">Tensor::Slice</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ValueTypeInfoMaker.html">ValueTypeInfoMaker</a> (<a class="el" href="names [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1te_1_1ComputeOpNode.html">ComputeOpNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpStrategyNode.html">OpStrategyNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1SliceLikeAttrs.html">SliceLikeAttrs</a> (<a class="el" href="namespace [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ConcatenateAttrs.html">ConcatenateAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Id.html">Id</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1Optional.html">Optional</a> (<a class="el" href="namespacetvm_1_1runtime.html [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Constant.html">Constant</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1IdNode.html">IdNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Or.html">Or</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)  &# [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ConstantNode.html">ConstantNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1If.html">If</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1OrNode.html">OrNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)  [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ConstantPattern.html">ConstantPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1IfNode.html">IfNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_P"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah"> [...]
-</td><td valign="top"><a class="el" href="classtvm_1_1SourceNameNode.html">SourceNameNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1VarPattern.html">VarPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ConstantPatternNode.html">ConstantPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1IfThenElse.html">IfThenElse</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1Span.html">Span</a> (<a class="el" href="namespacetvm.html">tvm</a>)  [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ConstIntBound.html">ConstIntBound</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1IfThenElseNode.html">IfThenElseNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1PackedFunc.html">PackedFunc</a> (<a class="el" href="namespacetvm_ [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ConstIntBoundAnalyzer.html">ConstIntBoundAnalyzer</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplSEqualReduce.html">ImplSEqualReduce</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1PackedFuncValueConverter.html">Pack [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ConstIntBoundNode.html">ConstIntBoundNode</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplSEqualReduce_3_01T_00_01true_01_4.html">ImplSEqualReduce< T, true ></a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1Packe [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ConstraintContext.html">ConstraintContext</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplSHashReduce.html">ImplSHashReduce</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1PackedFuncValueConverter_3_01PrimExpr_01_4.ht [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1Constructor.html">Constructor</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplSHashReduce_3_01T_00_01true_01_4.html">ImplSHashReduce< T, true ></a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1PackedFuncValueConverter_3_01tvm_1_1Bool_01_ [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1ConstructorNode.html">ConstructorNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplVisitAttrs.html">ImplVisitAttrs</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1PackedFuncValueConverter_3_01tvm_1_1Integer_01_4.html">PackedFuncValueConver [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1tir_1_1CommReducerNode.html">CommReducerNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structdmlc_1_1serializer_1_1Handler_3_01DLDataType_01_4.html">Handler< DLDataType ></a> (<a class="el" href="namespacedmlc_1_1serializer.html">dmlc::serializer</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpSpecialization.ht [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1CompilerAttrs.html">CompilerAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1HybridOp.html">HybridOp</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpSpecializationNode.html">OpSpecializationNode</a> (<a class="el" href="namespace [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1te_1_1ComputeOp.html">ComputeOp</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1HybridOpNode.html">HybridOpNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpStrategy.html">OpStrategy</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay< [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1te_1_1ComputeOpNode.html">ComputeOpNode</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_I"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">  I  </div></td></tr></table>
+</td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1OpStrategyNode.html">OpStrategyNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1te_1_1Tensor_1_1Slice.html">Tensor::Slice</a> (<a class="el" href="namespacetvm_1_1te.html">tvm::te</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Var.html">Var</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm:: [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ConcatenateAttrs.html">ConcatenateAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1Optional.html">Optional</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1SliceLikeAttrs.html">SliceLikeAttrs</a> (<a class="el" href= [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Constant.html">Constant</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Id.html">Id</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1Or.html">Or</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ConstantNode.html">ConstantNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1IdNode.html">IdNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1OrNode.html">OrNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ConstantPattern.html">ConstantPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1If.html">If</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td rowspan="2" valign="bottom"><a name="letter_P"></a><table border="0" cellspacing="0" cellpadding="0"><tr><td><div class="ah">   [...]
+</td><td valign="top"><a class="el" href="classtvm_1_1SourceName.html">SourceName</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1VarPattern.html">VarPattern</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td></tr>
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ConstantPatternNode.html">ConstantPatternNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1IfNode.html">IfNode</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1SourceNameNode.html">SourceNameNode</a> (<a class="el" href="namespacetvm.h [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ConstIntBound.html">ConstIntBound</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1IfThenElse.html">IfThenElse</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1PackedFunc.html">PackedFunc</a> (<a class="el" href="namespacetvm_1_1runti [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ConstIntBoundAnalyzer.html">ConstIntBoundAnalyzer</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1tir_1_1IfThenElseNode.html">IfThenElseNode</a> (<a class="el" href="namespacetvm_1_1tir.html">tvm::tir</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1PackedFuncValueConverter.html">PackedFuncValueCon [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ConstIntBoundNode.html">ConstIntBoundNode</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplSEqualReduce.html">ImplSEqualReduce</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1PackedFuncValueConverter_3_01Optional_3_01T [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1arith_1_1ConstraintContext.html">ConstraintContext</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplSEqualReduce_3_01T_00_01true_01_4.html">ImplSEqualReduce< T, true ></a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1Packe [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1Constructor.html">Constructor</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplSHashReduce.html">ImplSHashReduce</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1PackedFuncValueConverter_3_01tvm_1_1Bool_01_4.html">PackedFuncValueConverter< t [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1ConstructorNode.html">ConstructorNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplSHashReduce_3_01T_00_01true_01_4.html">ImplSHashReduce< T, true ></a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1PackedFuncValueConverter_3_01tvm_1_1 [...]
</td></tr>
-<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ConstructorValue.html">ConstructorValue</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplVisitAttrs_3_01T_00_01true_01_4.html">ImplVisitAttrs< T, true ></a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1PackedFuncV [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ConstructorValueObj.html">ConstructorValueObj</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1IncompleteType.html">IncompleteType</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1PadAttrs.html">PadAttrs</a> (<a class="el" href="namespacetvm_1_1relay.ht [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1NDArray_1_1Container.html">NDArray::Container</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1IncompleteTypeNode.html">IncompleteTypeNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1Pass.html">Pass</a> (<a class="el" href="namespacetvm_1_1 [...]
-<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1NDArray_1_1ContainerBase.html">NDArray::ContainerBase</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1InitOpAttrs.html">InitOpAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1PassContext.html">PassContext</a> (<a [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv1DAttrs.html">Conv1DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1InplaceArrayBase.html">InplaceArrayBase</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1PassContextNode.html">PassContextNode</a> (<a class [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1relay_1_1ConstructorValue.html">ConstructorValue</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplVisitAttrs.html">ImplVisitAttrs</a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1PackedFuncValueConverter_3_1_1tvm_1_1runtime_1_1S [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ConstructorValueObj.html">ConstructorValueObj</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1detail_1_1ImplVisitAttrs_3_01T_00_01true_01_4.html">ImplVisitAttrs< T, true ></a> (<a class="el" href="namespacetvm_1_1detail.html">tvm::detail</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1PadAtt [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1NDArray_1_1Container.html">NDArray::Container</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1IncompleteType.html">IncompleteType</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1Pass.html">Pass</a> (<a class="el" href="namespacetvm_1_1transfor [...]
+<tr><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1NDArray_1_1ContainerBase.html">NDArray::ContainerBase</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1IncompleteTypeNode.html">IncompleteTypeNode</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1PassContext.html">PassContext</a> (<a class="el" [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv1DAttrs.html">Conv1DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1InitOpAttrs.html">InitOpAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1PassContextNode.html">PassContextNode</a> (<a class="el" href="nam [...]
</td></tr>
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv1DTransposeAttrs.html">Conv1DTransposeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1InstanceNormAttrs.html">InstanceNormAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1PassInfo.html">PassInfo</a> (<a clas [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv2DAttrs.html">Conv2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1vm_1_1Instruction.html">Instruction</a> (<a class="el" href="namespacetvm_1_1runtime_1_1vm.html">tvm::runtime::vm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1PassInfoNode.html">PassInfoNode</a> (<a clas [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv2DTransposeAttrs.html">Conv2DTransposeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntConstraints.html">IntConstraints</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1PassNode.html">PassNode</a> (<a class="el" [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv1DTransposeAttrs.html">Conv1DTransposeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1runtime_1_1InplaceArrayBase.html">InplaceArrayBase</a> (<a class="el" href="namespacetvm_1_1runtime.html">tvm::runtime</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1PassInfo.html">PassInfo</a> (<a c [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv2DAttrs.html">Conv2DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1relay_1_1InstanceNormAttrs.html">InstanceNormAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1PassInfoNode.html">PassInfoNode</a> (<a class="el" hre [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv2DTransposeAttrs.html">Conv2DTransposeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="structtvm_1_1runtime_1_1vm_1_1Instruction.html">Instruction</a> (<a class="el" href="namespacetvm_1_1runtime_1_1vm.html">tvm::runtime::vm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1transform_1_1PassNode.html">PassNode</a [...]
</td></tr>
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv2DWinogradAttrs.html">Conv2DWinogradAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntConstraintsNode.html">IntConstraintsNode</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Pattern.html">Pattern</a> (<a class="el" [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv2DWinogradNNPACKWeightTransformAttrs.html">Conv2DWinogradNNPACKWeightTransformAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntConstraintsTransform.html">IntConstraintsTransform</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1 [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv3DAttrs.html">Conv3DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntConstraintsTransformNode.html">IntConstraintsTransformNode</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternConstructorNode.html">PatternCon [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv3DTransposeAttrs.html">Conv3DTransposeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1Integer.html">Integer</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternFunctor.html">PatternFunctor</a> (<a class="el" href="namespacetvm_1_1relay.htm [...]
-<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv3DWinogradAttrs.html">Conv3DWinogradAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1InterpreterClosure.html">InterpreterClosure</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternFunctor_3_01R_07const_01Pattern_01 [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv2DWinogradAttrs.html">Conv2DWinogradAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntConstraints.html">IntConstraints</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1Pattern.html">Pattern</a> (<a class="el" href="na [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv2DWinogradNNPACKWeightTransformAttrs.html">Conv2DWinogradNNPACKWeightTransformAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntConstraintsNode.html">IntConstraintsNode</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_ [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv3DAttrs.html">Conv3DAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntConstraintsTransform.html">IntConstraintsTransform</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternConstructorNode.html">PatternConstructor [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv3DTransposeAttrs.html">Conv3DTransposeAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1arith_1_1IntConstraintsTransformNode.html">IntConstraintsTransformNode</a> (<a class="el" href="namespacetvm_1_1arith.html">tvm::arith</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternFunctor.html"> [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1Conv3DWinogradAttrs.html">Conv3DWinogradAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1Integer.html">Integer</a> (<a class="el" href="namespacetvm.html">tvm</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternFunctor_3_01R_07const_01Pattern_01_6n_00_01Args_8_8_8_08_4.html">PatternFunctor&l [...]
+<tr><td valign="top"><a class="el" href="structtvm_1_1relay_1_1ConvGemmWeightTransformAttrs.html">ConvGemmWeightTransformAttrs</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1InterpreterClosure.html">InterpreterClosure</a> (<a class="el" href="namespacetvm_1_1relay.html">tvm::relay</a>)   </td><td valign="top"><a class="el" href="classtvm_1_1relay_1_1PatternMutator.html">Pa [...]
<tr><td></td><td></td><td></td><td></td><td></td></tr>
</table>
<div class="qindex"><a class="qindex" href="#letter_A">A</a> | <a class="qindex" href="#letter_B">B</a> | <a class="qindex" href="#letter_C">C</a> | <a class="qindex" href="#letter_D">D</a> | <a class="qindex" href="#letter_E">E</a> | <a class="qindex" href="#letter_F">F</a> | <a class="qindex" href="#letter_G">G</a> | <a class="qindex" href="#letter_H">H</a> | <a class="qindex" href="#letter_I">I</a> |& [...]
diff --git a/docs/api/doxygen/classtvm_1_1BaseAttrsNode.html b/docs/api/doxygen/classtvm_1_1BaseAttrsNode.html
index 711a203..14e9d82 100644
--- a/docs/api/doxygen/classtvm_1_1BaseAttrsNode.html
+++ b/docs/api/doxygen/classtvm_1_1BaseAttrsNode.html
@@ -104,7 +104,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<p>Inherits Object.</p>
-<p>Inherited by <a class="el" href="classtvm_1_1AttrsNode.html">tvm::AttrsNode< AdaptivePool2DAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html">tvm::AttrsNode< AdaptivePool3DAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html">tvm::AttrsNode< AffineGridAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html">tvm::AttrsNode< AllocStorageAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html">tvm::AttrsNode< AllocTensorAttrs ></a>, [...]
+<p>Inherited by <a class="el" href="classtvm_1_1AttrsNode.html">tvm::AttrsNode< AdaptivePool2DAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html">tvm::AttrsNode< AdaptivePool3DAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html">tvm::AttrsNode< AffineGridAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html">tvm::AttrsNode< AllocStorageAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html">tvm::AttrsNode< AllocTensorAttrs ></a>, [...]
<div class="dynheader">
Collaboration diagram for tvm::BaseAttrsNode:</div>
<div class="dyncontent">
@@ -252,7 +252,7 @@ Static Public Attributes</h2></td></tr>
</dl>
<dl class="section note"><dt>Note</dt><dd>This function throws when the required field is not present. </dd></dl>
-<p>Implemented in <a class="el" href="classtvm_1_1AttrsNode.html#acfba199ef906818f35432d2e5532559a">tvm::AttrsNode< DerivedType ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acfba199ef906818f35432d2e5532559a">tvm::AttrsNode< DilateAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acfba199ef906818f35432d2e5532559a">tvm::AttrsNode< Conv2DWinogradNNPACKWeightTransformAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acfba199ef906818f35432d2e5532 [...]
+<p>Implemented in <a class="el" href="classtvm_1_1AttrsNode.html#acfba199ef906818f35432d2e5532559a">tvm::AttrsNode< DerivedType ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acfba199ef906818f35432d2e5532559a">tvm::AttrsNode< DilateAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acfba199ef906818f35432d2e5532559a">tvm::AttrsNode< Conv2DWinogradNNPACKWeightTransformAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acfba199ef906818f35432d2e5532 [...]
</div>
</div>
@@ -314,7 +314,7 @@ template<typename... Args> </div>
<p>Get the field information. </p>
<dl class="section return"><dt>Returns</dt><dd>The fields in the <a class="el" href="classtvm_1_1Attrs.html" title="Managed reference to BaseAttrsNode. ">Attrs</a>. </dd></dl>
-<p>Implemented in <a class="el" href="classtvm_1_1AttrsNode.html#acefe615381b5d881870af9db7ce6a981">tvm::AttrsNode< DerivedType ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acefe615381b5d881870af9db7ce6a981">tvm::AttrsNode< DilateAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acefe615381b5d881870af9db7ce6a981">tvm::AttrsNode< Conv2DWinogradNNPACKWeightTransformAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acefe615381b5d881870af9db7ce6 [...]
+<p>Implemented in <a class="el" href="classtvm_1_1AttrsNode.html#acefe615381b5d881870af9db7ce6a981">tvm::AttrsNode< DerivedType ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acefe615381b5d881870af9db7ce6a981">tvm::AttrsNode< DilateAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acefe615381b5d881870af9db7ce6a981">tvm::AttrsNode< Conv2DWinogradNNPACKWeightTransformAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acefe615381b5d881870af9db7ce6 [...]
</div>
</div>
@@ -398,7 +398,7 @@ template<typename... Args> </div>
</table>
</div><div class="memdoc">
-<p>Reimplemented in <a class="el" href="classtvm_1_1AttrsNode.html#a5da687ced06b4f2dfa04b142a34a9c72">tvm::AttrsNode< DerivedType ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#a5da687ced06b4f2dfa04b142a34a9c72">tvm::AttrsNode< DilateAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#a5da687ced06b4f2dfa04b142a34a9c72">tvm::AttrsNode< Conv2DWinogradNNPACKWeightTransformAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#a5da687ced06b4f2dfa04b142a3 [...]
+<p>Reimplemented in <a class="el" href="classtvm_1_1AttrsNode.html#a5da687ced06b4f2dfa04b142a34a9c72">tvm::AttrsNode< DerivedType ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#a5da687ced06b4f2dfa04b142a34a9c72">tvm::AttrsNode< DilateAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#a5da687ced06b4f2dfa04b142a34a9c72">tvm::AttrsNode< Conv2DWinogradNNPACKWeightTransformAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#a5da687ced06b4f2dfa04b142a3 [...]
</div>
</div>
@@ -433,7 +433,7 @@ template<typename... Args> </div>
</dd>
</dl>
-<p>Implemented in <a class="el" href="classtvm_1_1AttrsNode.html#acd05137ba529ac7cd07053e3da885205">tvm::AttrsNode< DerivedType ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acd05137ba529ac7cd07053e3da885205">tvm::AttrsNode< DilateAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acd05137ba529ac7cd07053e3da885205">tvm::AttrsNode< Conv2DWinogradNNPACKWeightTransformAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acd05137ba529ac7cd07053e3da88 [...]
+<p>Implemented in <a class="el" href="classtvm_1_1AttrsNode.html#acd05137ba529ac7cd07053e3da885205">tvm::AttrsNode< DerivedType ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acd05137ba529ac7cd07053e3da885205">tvm::AttrsNode< DilateAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acd05137ba529ac7cd07053e3da885205">tvm::AttrsNode< Conv2DWinogradNNPACKWeightTransformAttrs ></a>, <a class="el" href="classtvm_1_1AttrsNode.html#acd05137ba529ac7cd07053e3da88 [...]
</div>
</div>
diff --git a/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallback-members.html b/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallback-members.html
index fe954ed..36a879d 100644
--- a/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallback-members.html
+++ b/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallback-members.html
@@ -94,7 +94,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<p>This is the complete list of members for <a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html">tvm::relay::DFPatternCallback</a>, including all inherited members.</p>
<table class="directory">
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html#a943d6ff184978aa640101f00377d8b66">DFPatternCallback</a>(DFPattern pattern, PackedFunc callback)</td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html">tvm::relay::DFPatternCallback</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html#a820597c8dc9ec76160d3283e71cf57ba">DFPatternCallback</a>(DFPattern pattern, PackedFunc callback, bool require_type)</td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html">tvm::relay::DFPatternCallback</a></td><td class="entry"></td></tr>
<tr><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html#a419b8862468df976ed3154084992a17a">TVM_DEFINE_OBJECT_REF_METHODS</a>(DFPatternCallback, ObjectRef, DFPatternCallbackNode)</td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html">tvm::relay::DFPatternCallback</a></td><td class="entry"></td></tr>
</table></div><!-- contents -->
<!-- start footer part -->
diff --git a/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallback.html b/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallback.html
index a9a496f..88971ba 100644
--- a/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallback.html
+++ b/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallback.html
@@ -114,8 +114,8 @@ Collaboration diagram for tvm::relay::DFPatternCallback:</div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
Public Member Functions</h2></td></tr>
-<tr class="memitem:a943d6ff184978aa640101f00377d8b66"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html#a943d6ff184978aa640101f00377d8b66">DFPatternCallback</a> (<a class="el" href="classtvm_1_1relay_1_1DFPattern.html">DFPattern</a> pattern, PackedFunc callback)</td></tr>
-<tr class="separator:a943d6ff184978aa640101f00377d8b66"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a820597c8dc9ec76160d3283e71cf57ba"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html#a820597c8dc9ec76160d3283e71cf57ba">DFPatternCallback</a> (<a class="el" href="classtvm_1_1relay_1_1DFPattern.html">DFPattern</a> pattern, PackedFunc callback, bool require_type)</td></tr>
+<tr class="separator:a820597c8dc9ec76160d3283e71cf57ba"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a419b8862468df976ed3154084992a17a"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html#a419b8862468df976ed3154084992a17a">TVM_DEFINE_OBJECT_REF_METHODS</a> (<a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html">DFPatternCallback</a>, ObjectRef, <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">DFPatternCallbackNode</a>)</td></tr>
<tr class="separator:a419b8862468df976ed3154084992a17a"><td class="memSeparator" colspan="2"> </td></tr>
</table>
@@ -123,7 +123,7 @@ Public Member Functions</h2></td></tr>
<div class="textblock"><p>Managed reference to dataflow pattern callbacks. </p>
<dl class="section see"><dt>See also</dt><dd><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html" title="Base type of all dataflow pattern callbacks. ">DFPatternCallbackNode</a> </dd></dl>
</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
-<a class="anchor" id="a943d6ff184978aa640101f00377d8b66"></a>
+<a class="anchor" id="a820597c8dc9ec76160d3283e71cf57ba"></a>
<div class="memitem">
<div class="memproto">
<table class="memname">
@@ -137,7 +137,13 @@ Public Member Functions</h2></td></tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">PackedFunc </td>
- <td class="paramname"><em>callback</em> </td>
+ <td class="paramname"><em>callback</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">bool </td>
+ <td class="paramname"><em>require_type</em> </td>
</tr>
<tr>
<td></td>
diff --git a/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallbackNode-members.html b/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallbackNode-members.html
index 22eb6ef..7e2de3a 100644
--- a/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallbackNode-members.html
+++ b/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallbackNode-members.html
@@ -95,10 +95,11 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<p>This is the complete list of members for <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a>, including all inherited members.</p>
<table class="directory">
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a9e5a819e8e816bbacc0e9be93a169ebf">_type_key</a></td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a></td><td class="entry"><span class="mlabel">static</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#ad0196f5291f35ce7077118795681f442">function_</a></td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#aedf26eb9299c184982f11bebdaca816f">pattern_</a></td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a></td><td class="entry"></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a0b09756dcd17877284e01d1a90a31d00">TVM_DECLARE_BASE_OBJECT_INFO</a>(DFPatternCallbackNode, Object)</td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a></td><td class="entry"></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a35df47f5731f147a289cdb59392600c5">VisitAttrs</a>(tvm::AttrVisitor *v)</td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a878e6e49af2466c49ffd9fcfe7f609fa">function</a></td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#acfe3e9170d4c05ff59f3056b79ae58bb">pattern</a></td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a></td><td class="entry"></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#acf0cbf5a96eb4c9000b770b7adbd9d32">require_type</a></td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a></td><td class="entry"></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a0b09756dcd17877284e01d1a90a31d00">TVM_DECLARE_BASE_OBJECT_INFO</a>(DFPatternCallbackNode, Object)</td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a></td><td class="entry"></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a35df47f5731f147a289cdb59392600c5">VisitAttrs</a>(tvm::AttrVisitor *v)</td><td class="entry"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
</table></div><!-- contents -->
<!-- start footer part -->
<hr class="footer"/><address class="footer"><small>
diff --git a/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallbackNode.html b/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallbackNode.html
index 79a18d8..0357a24 100644
--- a/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallbackNode.html
+++ b/docs/api/doxygen/classtvm_1_1relay_1_1DFPatternCallbackNode.html
@@ -104,13 +104,13 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="dynheader">
Inheritance diagram for tvm::relay::DFPatternCallbackNode:</div>
<div class="dyncontent">
-<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1relay_1_1DFPatternCallbackNode__inherit__graph.svg" width="283" height="258"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
+<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1relay_1_1DFPatternCallbackNode__inherit__graph.svg" width="283" height="272"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
</div>
</div>
<div class="dynheader">
Collaboration diagram for tvm::relay::DFPatternCallbackNode:</div>
<div class="dyncontent">
-<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1relay_1_1DFPatternCallbackNode__coll__graph.svg" width="418" height="384"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
+<div class="center"><iframe scrolling="no" frameborder="0" src="classtvm_1_1relay_1_1DFPatternCallbackNode__coll__graph.svg" width="418" height="399"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
</div>
</div>
<table class="memberdecls">
@@ -123,12 +123,15 @@ Public Member Functions</h2></td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-attribs"></a>
Public Attributes</h2></td></tr>
-<tr class="memitem:aedf26eb9299c184982f11bebdaca816f"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPattern.html">DFPattern</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#aedf26eb9299c184982f11bebdaca816f">pattern_</a></td></tr>
-<tr class="memdesc:aedf26eb9299c184982f11bebdaca816f"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1relay_1_1Pattern.html" title="Pattern is the base type for an ADT match pattern in Relay. ">Pattern</a> this callback matches. <a href="#aedf26eb9299c184982f11bebdaca816f">More...</a><br /></td></tr>
-<tr class="separator:aedf26eb9299c184982f11bebdaca816f"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:ad0196f5291f35ce7077118795681f442"><td class="memItemLeft" align="right" valign="top">PackedFunc </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#ad0196f5291f35ce7077118795681f442">function_</a></td></tr>
-<tr class="memdesc:ad0196f5291f35ce7077118795681f442"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1relay_1_1Function.html" title="Managed reference to FunctionNode. ">Function</a> to call when finding a matched expression. <a href="#ad0196f5291f35ce7077118795681f442">More...</a><br /></td></tr>
-<tr class="separator:ad0196f5291f35ce7077118795681f442"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:acfe3e9170d4c05ff59f3056b79ae58bb"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1relay_1_1DFPattern.html">DFPattern</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#acfe3e9170d4c05ff59f3056b79ae58bb">pattern</a></td></tr>
+<tr class="memdesc:acfe3e9170d4c05ff59f3056b79ae58bb"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1relay_1_1Pattern.html" title="Pattern is the base type for an ADT match pattern in Relay. ">Pattern</a> this callback matches. <a href="#acfe3e9170d4c05ff59f3056b79ae58bb">More...</a><br /></td></tr>
+<tr class="separator:acfe3e9170d4c05ff59f3056b79ae58bb"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a878e6e49af2466c49ffd9fcfe7f609fa"><td class="memItemLeft" align="right" valign="top">PackedFunc </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a878e6e49af2466c49ffd9fcfe7f609fa">function</a></td></tr>
+<tr class="memdesc:a878e6e49af2466c49ffd9fcfe7f609fa"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classtvm_1_1relay_1_1Function.html" title="Managed reference to FunctionNode. ">Function</a> to call when finding a matched expression. <a href="#a878e6e49af2466c49ffd9fcfe7f609fa">More...</a><br /></td></tr>
+<tr class="separator:a878e6e49af2466c49ffd9fcfe7f609fa"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:acf0cbf5a96eb4c9000b770b7adbd9d32"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#acf0cbf5a96eb4c9000b770b7adbd9d32">require_type</a></td></tr>
+<tr class="memdesc:acf0cbf5a96eb4c9000b770b7adbd9d32"><td class="mdescLeft"> </td><td class="mdescRight">Require InferType to be run before the callback. <a href="#acf0cbf5a96eb4c9000b770b7adbd9d32">More...</a><br /></td></tr>
+<tr class="separator:acf0cbf5a96eb4c9000b770b7adbd9d32"><td class="memSeparator" colspan="2"> </td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-static-attribs"></a>
Static Public Attributes</h2></td></tr>
@@ -210,12 +213,12 @@ Static Public Attributes</h2></td></tr>
</div>
</div>
-<a class="anchor" id="ad0196f5291f35ce7077118795681f442"></a>
+<a class="anchor" id="a878e6e49af2466c49ffd9fcfe7f609fa"></a>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
- <td class="memname">PackedFunc tvm::relay::DFPatternCallbackNode::function_</td>
+ <td class="memname">PackedFunc tvm::relay::DFPatternCallbackNode::function</td>
</tr>
</table>
</div><div class="memdoc">
@@ -224,12 +227,12 @@ Static Public Attributes</h2></td></tr>
</div>
</div>
-<a class="anchor" id="aedf26eb9299c184982f11bebdaca816f"></a>
+<a class="anchor" id="acfe3e9170d4c05ff59f3056b79ae58bb"></a>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
- <td class="memname"><a class="el" href="classtvm_1_1relay_1_1DFPattern.html">DFPattern</a> tvm::relay::DFPatternCallbackNode::pattern_</td>
+ <td class="memname"><a class="el" href="classtvm_1_1relay_1_1DFPattern.html">DFPattern</a> tvm::relay::DFPatternCallbackNode::pattern</td>
</tr>
</table>
</div><div class="memdoc">
@@ -238,6 +241,20 @@ Static Public Attributes</h2></td></tr>
</div>
</div>
+<a class="anchor" id="acf0cbf5a96eb4c9000b770b7adbd9d32"></a>
+<div class="memitem">
+<div class="memproto">
+ <table class="memname">
+ <tr>
+ <td class="memname">bool tvm::relay::DFPatternCallbackNode::require_type</td>
+ </tr>
+ </table>
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+
+<p>Require InferType to be run before the callback. </p>
+
+</div>
+</div>
<hr/>The documentation for this class was generated from the following file:<ul>
<li>include/tvm/relay/<a class="el" href="dataflow__matcher_8h_source.html">dataflow_matcher.h</a></li>
</ul>
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diff --git a/docs/api/doxygen/classtvm_1_1runtime_1_1TVMRetValue.html b/docs/api/doxygen/classtvm_1_1runtime_1_1TVMRetValue.html
index f288deb..0751dc3 100644
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+++ b/docs/api/doxygen/classtvm_1_1runtime_1_1TVMRetValue.html
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<tr class="memitem:ae47baae854e2ff66d0ef87178727d8f4"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1runtime_1_1TVMRetValue.html">TVMRetValue</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1TVMRetValue.html#ae47baae854e2ff66d0ef87178727d8f4">operator=</a> (<a class="el" href="classtvm_1_1runtime_1_1TVMMovableArgValue__.html">TVMMovableArgValue_</a> &&other)</td></tr>
<tr class="separator:ae47baae854e2ff66d0ef87178727d8f4"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a74ea2767d491c57cb9c71e26ee934344"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1TVMRetValue.html#a74ea2767d491c57cb9c71e26ee934344">MoveToCHost</a> (<a class="el" href="unionTVMValue.html">TVMValue</a> *ret_value, int *ret_type_code)</td></tr>
-<tr class="memdesc:a74ea2767d491c57cb9c71e26ee934344"><td class="mdescLeft"> </td><td class="mdescRight">Move the value back to front-end via C API. This marks the current container as null. The managed resources is moved to front-end and the front end should take charge in managing them. <a href="#a74ea2767d491c57cb9c71e26ee934344">More...</a><br /></td></tr>
+<tr class="memdesc:a74ea2767d491c57cb9c71e26ee934344"><td class="mdescLeft"> </td><td class="mdescRight">Move the value back to front-end via C API. This marks the current container as null. The managed resources are moved to the front-end. The front end should take charge in managing them. <a href="#a74ea2767d491c57cb9c71e26ee934344">More...</a><br /></td></tr>
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<tr class="memitem:a75696cb65d294217796fbc4f1c22d7f8"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="unionTVMValue.html">TVMValue</a> & </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1runtime_1_1TVMRetValue.html#a75696cb65d294217796fbc4f1c22d7f8">value</a> () const </td></tr>
<tr class="separator:a75696cb65d294217796fbc4f1c22d7f8"><td class="memSeparator" colspan="2"> </td></tr>
@@ -427,7 +427,7 @@ Additional Inherited Members</h2></td></tr>
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-<p>Move the value back to front-end via C API. This marks the current container as null. The managed resources is moved to front-end and the front end should take charge in managing them. </p>
+<p>Move the value back to front-end via C API. This marks the current container as null. The managed resources are moved to the front-end. The front end should take charge in managing them. </p>
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">ret_value</td><td>The return value. </td></tr>
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<text text-anchor="start" x="324" y="-538.5" font-family="Helvetica,sans-Serif" font-size="10.00">+ shape_register</text>
<text text-anchor="start" x="324" y="-527.5" font-family="Helvetica,sans-Serif" font-size="10.00">+ alloc_tensor_reg</text>
-<text text-anchor="start" x="324" y="-516.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 37 more...</text>
+<text text-anchor="start" x="324" y="-516.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 39 more...</text>
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<text text-anchor="start" x="324" y="-497.5" font-family="Helvetica,sans-Serif" font-size="10.00">+ Instruction()</text>
<text text-anchor="start" x="324" y="-486.5" font-family="Helvetica,sans-Serif" font-size="10.00">+ Instruction()</text>
@@ -278,7 +278,7 @@
<text text-anchor="start" x="324" y="-376.5" font-family="Helvetica,sans-Serif" font-size="10.00">+ GetField()</text>
<text text-anchor="start" x="324" y="-365.5" font-family="Helvetica,sans-Serif" font-size="10.00">+ GetTag()</text>
<text text-anchor="start" x="324" y="-354.5" font-family="Helvetica,sans-Serif" font-size="10.00">+ If()</text>
-<text text-anchor="start" x="324" y="-343.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 8 more...</text>
+<text text-anchor="start" x="324" y="-343.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 9 more...</text>
</a>
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diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4-members.html b/docs/api/doxygen/classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4-members.html
index c13a622..d74d8c8 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4-members.html
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4-members.html
@@ -131,8 +131,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#a5e6b1012aaef749646823af1ff4946c7">VisitExpr_</a>(const IntImmNode *op, Args...args)</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html">tvm::tir::ExprFunctor< R(const PrimExpr &n, Args...)></a></td><td class="entry"><span class="mlabel">inline</span><span c [...]
<tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#ac04267908614379aab07b7ecfc47ee4f">VisitExpr_</a>(const FloatImmNode *op, Args...args)</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html">tvm::tir::ExprFunctor< R(const PrimExpr &n, Args...)></a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabe [...]
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#a0a6a6f3bbbb7dcdc9afb4e9a38344df0">VisitExpr_</a>(const StringImmNode *op, Args...args)</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html">tvm::tir::ExprFunctor< R(const PrimExpr &n, Args...)></a></td><td class="entry"><span class="mlabel">inline</span><spa [...]
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#abd446c1ab885af47986b4b8c73a1d881">VisitExprDefault_</a>(const Object *op, Args...)</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html">tvm::tir::ExprFunctor< R(const PrimExpr &n, Args...)></a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel"> [...]
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#a463951999eb3aa125880d5b6aa1f9191">~ExprFunctor</a>()</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html">tvm::tir::ExprFunctor< R(const PrimExpr &n, Args...)></a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#afb53d75f2afcbf061c1c7baf9fbff77b">VisitExpr_</a>(const AnyNode *op, Args...args)</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html">tvm::tir::ExprFunctor< R(const PrimExpr &n, Args...)></a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">vi [...]
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#abd446c1ab885af47986b4b8c73a1d881">VisitExprDefault_</a>(const Object *op, Args...)</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html">tvm::tir::ExprFunctor< R(const PrimExpr &n, Args...)></a></td><td class="entry"><span class="mlabel">inline</span><span cl [...]
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#a463951999eb3aa125880d5b6aa1f9191">~ExprFunctor</a>()</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html">tvm::tir::ExprFunctor< R(const PrimExpr &n, Args...)></a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
</table></div><!-- contents -->
<!-- start footer part -->
<hr class="footer"/><address class="footer"><small>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html b/docs/api/doxygen/classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html
index 0bd2ab3..635b158 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html
@@ -189,6 +189,8 @@ Public Member Functions</h2></td></tr>
<tr class="separator:ac04267908614379aab07b7ecfc47ee4f"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a0a6a6f3bbbb7dcdc9afb4e9a38344df0"><td class="memItemLeft" align="right" valign="top">virtual R </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#a0a6a6f3bbbb7dcdc9afb4e9a38344df0">VisitExpr_</a> (const <a class="el" href="classtvm_1_1tir_1_1StringImmNode.html">StringImmNode</a> *op, Args...args)</td></tr>
<tr class="separator:a0a6a6f3bbbb7dcdc9afb4e9a38344df0"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:afb53d75f2afcbf061c1c7baf9fbff77b"><td class="memItemLeft" align="right" valign="top">virtual R </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#afb53d75f2afcbf061c1c7baf9fbff77b">VisitExpr_</a> (const <a class="el" href="classtvm_1_1tir_1_1AnyNode.html">AnyNode</a> *op, Args...args)</td></tr>
+<tr class="separator:afb53d75f2afcbf061c1c7baf9fbff77b"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:abd446c1ab885af47986b4b8c73a1d881"><td class="memItemLeft" align="right" valign="top">virtual R </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#abd446c1ab885af47986b4b8c73a1d881">VisitExprDefault_</a> (const Object *op, Args...)</td></tr>
<tr class="separator:abd446c1ab885af47986b4b8c73a1d881"><td class="memSeparator" colspan="2"> </td></tr>
</table>
@@ -1554,6 +1556,42 @@ template<typename R , typename... Args> </div>
</div>
</div>
+<a class="anchor" id="afb53d75f2afcbf061c1c7baf9fbff77b"></a>
+<div class="memitem">
+<div class="memproto">
+<div class="memtemplate">
+template<typename R , typename... Args> </div>
+<table class="mlabels">
+ <tr>
+ <td class="mlabels-left">
+ <table class="memname">
+ <tr>
+ <td class="memname">virtual R <a class="el" href="classtvm_1_1tir_1_1ExprFunctor.html">tvm::tir::ExprFunctor</a>< R(const <a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> &n, Args...)>::VisitExpr_ </td>
+ <td>(</td>
+ <td class="paramtype">const <a class="el" href="classtvm_1_1tir_1_1AnyNode.html">AnyNode</a> * </td>
+ <td class="paramname"><em>op</em>, </td>
+ </tr>
+ <tr>
+ <td class="paramkey"></td>
+ <td></td>
+ <td class="paramtype">Args... </td>
+ <td class="paramname"><em>args</em> </td>
+ </tr>
+ <tr>
+ <td></td>
+ <td>)</td>
+ <td></td><td></td>
+ </tr>
+ </table>
+ </td>
+ <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">virtual</span></span> </td>
+ </tr>
+</table>
+</div><div class="memdoc">
+
+</div>
+</div>
<a class="anchor" id="abd446c1ab885af47986b4b8c73a1d881"></a>
<div class="memitem">
<div class="memproto">
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4__coll__graph.svg b/docs/api/doxygen/classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4__coll__graph.svg
index 1fb43a8..75b7d88 100644
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+++ b/docs/api/doxygen/classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4__coll__graph.svg
@@ -28,7 +28,7 @@
<text text-anchor="start" x="8" y="-40.5" font-family="Helvetica,sans-Serif" font-size="10.00">+ VisitExpr_()</text>
<text text-anchor="start" x="8" y="-29.5" font-family="Helvetica,sans-Serif" font-size="10.00">+ VisitExpr_()</text>
<text text-anchor="start" x="8" y="-18.5" font-family="Helvetica,sans-Serif" font-size="10.00">+ VisitExpr_()</text>
-<text text-anchor="start" x="8" y="-7.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 28 more...</text>
+<text text-anchor="start" x="8" y="-7.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 29 more...</text>
</g>
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diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator-members.html b/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator-members.html
index 3fe7828..9d83680 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator-members.html
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator-members.html
@@ -128,6 +128,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#a46b43325d9ad8cfe09818ba1dda4b46f">VisitExpr_</a>(const IntImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html">tvm::tir::ExprMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#aa0156d62a4bf1cf57ffab381125bfd6b">VisitExpr_</a>(const FloatImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html">tvm::tir::ExprMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
<tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#abe827bb16d1930225186627791cea131">VisitExpr_</a>(const StringImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html">tvm::tir::ExprMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#afa46554fba071aae744164711b6112ae">VisitExpr_</a>(const AnyNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html">tvm::tir::ExprMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
</table></div><!-- contents -->
<!-- start footer part -->
<hr class="footer"/><address class="footer"><small>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator.html b/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator.html
index 0163851..2f345b6 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator.html
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator.html
@@ -182,6 +182,8 @@ Protected Member Functions</h2></td></tr>
<tr class="separator:aa0156d62a4bf1cf57ffab381125bfd6b"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:abe827bb16d1930225186627791cea131"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#abe827bb16d1930225186627791cea131">VisitExpr_</a> (const <a class="el" href="classtvm_1_1tir_1_1StringImmNode.html">StringImmNode</a> *op) override</td></tr>
<tr class="separator:abe827bb16d1930225186627791cea131"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:afa46554fba071aae744164711b6112ae"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#afa46554fba071aae744164711b6112ae">VisitExpr_</a> (const <a class="el" href="classtvm_1_1tir_1_1AnyNode.html">AnyNode</a> *op) override</td></tr>
+<tr class="separator:afa46554fba071aae744164711b6112ae"><td class="memSeparator" colspan="2"> </td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html" title="ExprMutator that mutates expressions. ">ExprMutator</a> that mutates expressions. </p>
@@ -1002,6 +1004,30 @@ Protected Member Functions</h2></td></tr>
</div>
</div>
+<a class="anchor" id="afa46554fba071aae744164711b6112ae"></a>
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+ <tr>
+ <td class="mlabels-left">
+ <table class="memname">
+ <tr>
+ <td class="memname"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> tvm::tir::ExprMutator::VisitExpr_ </td>
+ <td>(</td>
+ <td class="paramtype">const <a class="el" href="classtvm_1_1tir_1_1AnyNode.html">AnyNode</a> * </td>
+ <td class="paramname"><em>op</em></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+ </td>
+ <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">override</span><span class="mlabel">protected</span></span> </td>
+ </tr>
+</table>
+</div><div class="memdoc">
+
+</div>
+</div>
<hr/>The documentation for this class was generated from the following file:<ul>
<li>include/tvm/tir/<a class="el" href="tir_2expr__functor_8h_source.html">expr_functor.h</a></li>
</ul>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator__coll__graph.svg b/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator__coll__graph.svg
index 78edad1..fa7454f 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator__coll__graph.svg
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator__coll__graph.svg
@@ -26,7 +26,7 @@
<text text-anchor="start" x="35" y="-40.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="35" y="-29.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="35" y="-18.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
-<text text-anchor="start" x="35" y="-7.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 24 more...</text>
+<text text-anchor="start" x="35" y="-7.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 25 more...</text>
</g>
<!-- Node2 -->
<g id="node2" class="node"><title>Node2</title>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator__inherit__graph.svg b/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator__inherit__graph.svg
index d735036..c274585 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator__inherit__graph.svg
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1ExprMutator__inherit__graph.svg
@@ -26,7 +26,7 @@
<text text-anchor="start" x="35" y="-134.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="35" y="-123.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="35" y="-112.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
-<text text-anchor="start" x="35" y="-101.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 24 more...</text>
+<text text-anchor="start" x="35" y="-101.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 25 more...</text>
</g>
<!-- Node3 -->
<g id="node3" class="node"><title>Node3</title>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor-members.html b/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor-members.html
index d76262f..21efcdc 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor-members.html
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor-members.html
@@ -128,6 +128,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a375334641aa93fdc9354a0e0dc636284">VisitExpr_</a>(const IntImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html">tvm::tir::ExprVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a8f990531a61731bc5465577f5c6571d5">VisitExpr_</a>(const FloatImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html">tvm::tir::ExprVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
<tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a5ea877b24afb7654fe457c13bcee9620">VisitExpr_</a>(const StringImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html">tvm::tir::ExprVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a7d7bd095902563e3e4c239bf322fe325">VisitExpr_</a>(const AnyNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html">tvm::tir::ExprVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
</table></div><!-- contents -->
<!-- start footer part -->
<hr class="footer"/><address class="footer"><small>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor.html b/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor.html
index 0cd087d..ee9f3ad 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor.html
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor.html
@@ -182,6 +182,8 @@ Protected Member Functions</h2></td></tr>
<tr class="separator:a8f990531a61731bc5465577f5c6571d5"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a5ea877b24afb7654fe457c13bcee9620"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a5ea877b24afb7654fe457c13bcee9620">VisitExpr_</a> (const <a class="el" href="classtvm_1_1tir_1_1StringImmNode.html">StringImmNode</a> *op) override</td></tr>
<tr class="separator:a5ea877b24afb7654fe457c13bcee9620"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a7d7bd095902563e3e4c239bf322fe325"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a7d7bd095902563e3e4c239bf322fe325">VisitExpr_</a> (const <a class="el" href="classtvm_1_1tir_1_1AnyNode.html">AnyNode</a> *op) override</td></tr>
+<tr class="separator:a7d7bd095902563e3e4c239bf322fe325"><td class="memSeparator" colspan="2"> </td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html" title="ExprVisitor. ">ExprVisitor</a>. </p>
@@ -1002,6 +1004,30 @@ Protected Member Functions</h2></td></tr>
</div>
</div>
+<a class="anchor" id="a7d7bd095902563e3e4c239bf322fe325"></a>
+<div class="memitem">
+<div class="memproto">
+<table class="mlabels">
+ <tr>
+ <td class="mlabels-left">
+ <table class="memname">
+ <tr>
+ <td class="memname">void tvm::tir::ExprVisitor::VisitExpr_ </td>
+ <td>(</td>
+ <td class="paramtype">const <a class="el" href="classtvm_1_1tir_1_1AnyNode.html">AnyNode</a> * </td>
+ <td class="paramname"><em>op</em></td><td>)</td>
+ <td></td>
+ </tr>
+ </table>
+ </td>
+ <td class="mlabels-right">
+<span class="mlabels"><span class="mlabel">override</span><span class="mlabel">protected</span></span> </td>
+ </tr>
+</table>
+</div><div class="memdoc">
+
+</div>
+</div>
<hr/>The documentation for this class was generated from the following file:<ul>
<li>include/tvm/tir/<a class="el" href="tir_2expr__functor_8h_source.html">expr_functor.h</a></li>
</ul>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor__coll__graph.svg b/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor__coll__graph.svg
index 6084f0f..7d69a5b 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor__coll__graph.svg
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor__coll__graph.svg
@@ -26,7 +26,7 @@
<text text-anchor="start" x="27" y="-40.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="27" y="-29.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="27" y="-18.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
-<text text-anchor="start" x="27" y="-7.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 24 more...</text>
+<text text-anchor="start" x="27" y="-7.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 25 more...</text>
</g>
<!-- Node2 -->
<g id="node2" class="node"><title>Node2</title>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor__inherit__graph.svg b/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor__inherit__graph.svg
index f2ac269..58a1e38 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor__inherit__graph.svg
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1ExprVisitor__inherit__graph.svg
@@ -26,7 +26,7 @@
<text text-anchor="start" x="27" y="-134.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="27" y="-123.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="27" y="-112.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
-<text text-anchor="start" x="27" y="-101.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 24 more...</text>
+<text text-anchor="start" x="27" y="-101.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 25 more...</text>
</g>
<!-- Node3 -->
<g id="node3" class="node"><title>Node3</title>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator-members.html b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator-members.html
index bd39cbc..c509ebe 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator-members.html
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator-members.html
@@ -132,22 +132,23 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#a46b43325d9ad8cfe09818ba1dda4b46f">VisitExpr_</a>(const IntImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html">tvm::tir::ExprMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#aa0156d62a4bf1cf57ffab381125bfd6b">VisitExpr_</a>(const FloatImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html">tvm::tir::ExprMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
<tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#abe827bb16d1930225186627791cea131">VisitExpr_</a>(const StringImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html">tvm::tir::ExprMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a1e24adea3e49d9381246b376349db51f">VisitSeqStmt_</a>(const SeqStmtNode *op, bool flatten_before_visit, std::function< Stmt(const Stmt &)> fmutate=nullptr)</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a4306d1beba05fa1ac582503498a6d7ce">VisitStmt</a>(const Stmt &stmt) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#ac22f8d85fc78d756b8e11e53eb1bf2df">VisitStmt_</a>(const AttrStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a7bc8fad1381862ce012819bd4762a1b6">VisitStmt_</a>(const IfThenElseNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a51d66e88ec3779c117bab5ba9406091c">VisitStmt_</a>(const LetStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#afad3009a7d05a345ca868a980f58b9ca">VisitStmt_</a>(const ForNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#ab094e88d4bda5882756d136c15db6260">VisitStmt_</a>(const AllocateNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a3b116212aaf79bc898f3446a35f7fd3e">VisitStmt_</a>(const StoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#abea492fd2fee9442cc1995f46ef7fd60">VisitStmt_</a>(const BufferStoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#aaf5a2292da207073d637cc4d1a0704ce">VisitStmt_</a>(const BufferRealizeNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#aa3a94c8b418881f10d855592b847c2e7">VisitStmt_</a>(const AssertStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#ac08e5c1f548566668b547e7107b99adb">VisitStmt_</a>(const ProducerStoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#afda082108ac22091230cb937086e7a58">VisitStmt_</a>(const ProducerRealizeNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#aecd16bf1a6715ea36f6c30e5dc2ceae7">VisitStmt_</a>(const PrefetchNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a60b18d6d6bfcb692ab4a369465a175a3">VisitStmt_</a>(const SeqStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a2ec423a8f109916abf02ac463308f58a">VisitStmt_</a>(const EvaluateNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#afa46554fba071aae744164711b6112ae">VisitExpr_</a>(const AnyNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html">tvm::tir::ExprMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a1e24adea3e49d9381246b376349db51f">VisitSeqStmt_</a>(const SeqStmtNode *op, bool flatten_before_visit, std::function< Stmt(const Stmt &)> fmutate=nullptr)</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a4306d1beba05fa1ac582503498a6d7ce">VisitStmt</a>(const Stmt &stmt) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#ac22f8d85fc78d756b8e11e53eb1bf2df">VisitStmt_</a>(const AttrStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a7bc8fad1381862ce012819bd4762a1b6">VisitStmt_</a>(const IfThenElseNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a51d66e88ec3779c117bab5ba9406091c">VisitStmt_</a>(const LetStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#afad3009a7d05a345ca868a980f58b9ca">VisitStmt_</a>(const ForNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#ab094e88d4bda5882756d136c15db6260">VisitStmt_</a>(const AllocateNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a3b116212aaf79bc898f3446a35f7fd3e">VisitStmt_</a>(const StoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#abea492fd2fee9442cc1995f46ef7fd60">VisitStmt_</a>(const BufferStoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#aaf5a2292da207073d637cc4d1a0704ce">VisitStmt_</a>(const BufferRealizeNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#aa3a94c8b418881f10d855592b847c2e7">VisitStmt_</a>(const AssertStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#ac08e5c1f548566668b547e7107b99adb">VisitStmt_</a>(const ProducerStoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#afda082108ac22091230cb937086e7a58">VisitStmt_</a>(const ProducerRealizeNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#aecd16bf1a6715ea36f6c30e5dc2ceae7">VisitStmt_</a>(const PrefetchNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a60b18d6d6bfcb692ab4a369465a175a3">VisitStmt_</a>(const SeqStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a2ec423a8f109916abf02ac463308f58a">VisitStmt_</a>(const EvaluateNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtMutator.html">tvm::tir::StmtMutator</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
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diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator.html b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator.html
index 6e4c092..fe76d9d 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator.html
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator.html
@@ -225,6 +225,8 @@ Protected Member Functions</h2></td></tr>
<tr class="separator:aa0156d62a4bf1cf57ffab381125bfd6b inherit pro_methods_classtvm_1_1tir_1_1ExprMutator"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:abe827bb16d1930225186627791cea131 inherit pro_methods_classtvm_1_1tir_1_1ExprMutator"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#abe827bb16d1930225186627791cea131">VisitExpr_</a> (const <a class="el" href="classtvm_1_1tir_1_1StringImmNode.html">StringImmNode</a> *op) override</td></tr>
<tr class="separator:abe827bb16d1930225186627791cea131 inherit pro_methods_classtvm_1_1tir_1_1ExprMutator"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:afa46554fba071aae744164711b6112ae inherit pro_methods_classtvm_1_1tir_1_1ExprMutator"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classtvm_1_1PrimExpr.html">PrimExpr</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#afa46554fba071aae744164711b6112ae">VisitExpr_</a> (const <a class="el" href="classtvm_1_1tir_1_1AnyNode.html">AnyNode</a> *op) override</td></tr>
+<tr class="separator:afa46554fba071aae744164711b6112ae inherit pro_methods_classtvm_1_1tir_1_1ExprMutator"><td class="memSeparator" colspan="2"> </td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="inherited"></a>
Additional Inherited Members</h2></td></tr>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator__coll__graph.svg b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator__coll__graph.svg
index 2c4ed4f..065ed4f 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator__coll__graph.svg
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator__coll__graph.svg
@@ -82,7 +82,7 @@
<text text-anchor="start" x="178" y="-140" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="178" y="-129" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="178" y="-118" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
-<text text-anchor="start" x="178" y="-107" font-family="Helvetica,sans-Serif" font-size="10.00">and 24 more...</text>
+<text text-anchor="start" x="178" y="-107" font-family="Helvetica,sans-Serif" font-size="10.00">and 25 more...</text>
</a>
</g>
</g>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator__inherit__graph.svg b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator__inherit__graph.svg
index 2c4ed4f..065ed4f 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator__inherit__graph.svg
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprMutator__inherit__graph.svg
@@ -82,7 +82,7 @@
<text text-anchor="start" x="178" y="-140" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="178" y="-129" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="178" y="-118" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
-<text text-anchor="start" x="178" y="-107" font-family="Helvetica,sans-Serif" font-size="10.00">and 24 more...</text>
+<text text-anchor="start" x="178" y="-107" font-family="Helvetica,sans-Serif" font-size="10.00">and 25 more...</text>
</a>
</g>
</g>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor-members.html b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor-members.html
index aa3be08..6bbc856 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor-members.html
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor-members.html
@@ -129,20 +129,21 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a375334641aa93fdc9354a0e0dc636284">VisitExpr_</a>(const IntImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html">tvm::tir::ExprVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
<tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a8f990531a61731bc5465577f5c6571d5">VisitExpr_</a>(const FloatImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html">tvm::tir::ExprVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
<tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a5ea877b24afb7654fe457c13bcee9620">VisitExpr_</a>(const StringImmNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html">tvm::tir::ExprVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a0e6ca99ff599eea59b322df49b1c3449">VisitStmt_</a>(const AttrStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a38488c0f8137e12bc195fa2e0a0524c9">VisitStmt_</a>(const IfThenElseNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#ad3334020eaa0a0fa20bb131020a1e09d">VisitStmt_</a>(const LetStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a973300325d22158d8d7096ddc862b13e">VisitStmt_</a>(const ForNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a8e8cdf15d6e250ae57ae1777048e99f8">VisitStmt_</a>(const AllocateNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#afcb1a0ec03b7a7da4304c5b790b27210">VisitStmt_</a>(const StoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#aff23e46f636a2e874f931ad3e10d4eb7">VisitStmt_</a>(const BufferStoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#ae842e15f24937f456d0e42aeb53965df">VisitStmt_</a>(const BufferRealizeNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a6cca1dd5ab6329207cecb8b94c63f8c2">VisitStmt_</a>(const AssertStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a4794fa6c9c4f893ad68d5930b1334c97">VisitStmt_</a>(const ProducerStoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a800d9d3f4b755236e122f0fbf30115df">VisitStmt_</a>(const ProducerRealizeNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a7ba134d441fad67448a9a073cb8b6e09">VisitStmt_</a>(const PrefetchNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a9f7515a82ddc4a41247a1622563feed6">VisitStmt_</a>(const SeqStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
- <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#ab5e45d72c09d603c8aa7960262278ab0">VisitStmt_</a>(const EvaluateNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a7d7bd095902563e3e4c239bf322fe325">VisitExpr_</a>(const AnyNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html">tvm::tir::ExprVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a0e6ca99ff599eea59b322df49b1c3449">VisitStmt_</a>(const AttrStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a38488c0f8137e12bc195fa2e0a0524c9">VisitStmt_</a>(const IfThenElseNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#ad3334020eaa0a0fa20bb131020a1e09d">VisitStmt_</a>(const LetStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a973300325d22158d8d7096ddc862b13e">VisitStmt_</a>(const ForNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a8e8cdf15d6e250ae57ae1777048e99f8">VisitStmt_</a>(const AllocateNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#afcb1a0ec03b7a7da4304c5b790b27210">VisitStmt_</a>(const StoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#aff23e46f636a2e874f931ad3e10d4eb7">VisitStmt_</a>(const BufferStoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#ae842e15f24937f456d0e42aeb53965df">VisitStmt_</a>(const BufferRealizeNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a6cca1dd5ab6329207cecb8b94c63f8c2">VisitStmt_</a>(const AssertStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a4794fa6c9c4f893ad68d5930b1334c97">VisitStmt_</a>(const ProducerStoreNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a800d9d3f4b755236e122f0fbf30115df">VisitStmt_</a>(const ProducerRealizeNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a7ba134d441fad67448a9a073cb8b6e09">VisitStmt_</a>(const PrefetchNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr class="even"><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a9f7515a82ddc4a41247a1622563feed6">VisitStmt_</a>(const SeqStmtNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
+ <tr><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#ab5e45d72c09d603c8aa7960262278ab0">VisitStmt_</a>(const EvaluateNode *op) override</td><td class="entry"><a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html">tvm::tir::StmtVisitor</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
</table></div><!-- contents -->
<!-- start footer part -->
<hr class="footer"/><address class="footer"><small>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor.html b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor.html
index e437643..9e545ca 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor.html
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor.html
@@ -215,6 +215,8 @@ Protected Member Functions</h2></td></tr>
<tr class="separator:a8f990531a61731bc5465577f5c6571d5 inherit pro_methods_classtvm_1_1tir_1_1ExprVisitor"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a5ea877b24afb7654fe457c13bcee9620 inherit pro_methods_classtvm_1_1tir_1_1ExprVisitor"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a5ea877b24afb7654fe457c13bcee9620">VisitExpr_</a> (const <a class="el" href="classtvm_1_1tir_1_1StringImmNode.html">StringImmNode</a> *op) override</td></tr>
<tr class="separator:a5ea877b24afb7654fe457c13bcee9620 inherit pro_methods_classtvm_1_1tir_1_1ExprVisitor"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a7d7bd095902563e3e4c239bf322fe325 inherit pro_methods_classtvm_1_1tir_1_1ExprVisitor"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a7d7bd095902563e3e4c239bf322fe325">VisitExpr_</a> (const <a class="el" href="classtvm_1_1tir_1_1AnyNode.html">AnyNode</a> *op) override</td></tr>
+<tr class="separator:a7d7bd095902563e3e4c239bf322fe325 inherit pro_methods_classtvm_1_1tir_1_1ExprVisitor"><td class="memSeparator" colspan="2"> </td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Visitor that recursively visit stmts and exprs on them. </p>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor__coll__graph.svg b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor__coll__graph.svg
index 04d29df..2e3c1ee 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor__coll__graph.svg
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor__coll__graph.svg
@@ -85,7 +85,7 @@
<text text-anchor="start" x="166" y="-156.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="166" y="-145.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="166" y="-134.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
-<text text-anchor="start" x="166" y="-123.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 24 more...</text>
+<text text-anchor="start" x="166" y="-123.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 25 more...</text>
</a>
</g>
</g>
diff --git a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor__inherit__graph.svg b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor__inherit__graph.svg
index 04d29df..2e3c1ee 100644
--- a/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor__inherit__graph.svg
+++ b/docs/api/doxygen/classtvm_1_1tir_1_1StmtExprVisitor__inherit__graph.svg
@@ -85,7 +85,7 @@
<text text-anchor="start" x="166" y="-156.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="166" y="-145.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
<text text-anchor="start" x="166" y="-134.5" font-family="Helvetica,sans-Serif" font-size="10.00"># VisitExpr_()</text>
-<text text-anchor="start" x="166" y="-123.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 24 more...</text>
+<text text-anchor="start" x="166" y="-123.5" font-family="Helvetica,sans-Serif" font-size="10.00">and 25 more...</text>
</a>
</g>
</g>
diff --git a/docs/api/doxygen/dataflow__matcher_8h.html b/docs/api/doxygen/dataflow__matcher_8h.html
index 06ef26e..de5ec1d 100644
--- a/docs/api/doxygen/dataflow__matcher_8h.html
+++ b/docs/api/doxygen/dataflow__matcher_8h.html
@@ -132,9 +132,9 @@ Functions</h2></td></tr>
<tr class="memitem:a8e5c12794d464d6e4543b9e5c68d8707"><td class="memItemLeft" align="right" valign="top">bool </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1relay.html#a8e5c12794d464d6e4543b9e5c68d8707">tvm::relay::MatchPattern</a> (DFPattern pattern, Expr expr)</td></tr>
<tr class="memdesc:a8e5c12794d464d6e4543b9e5c68d8707"><td class="mdescLeft"> </td><td class="mdescRight">Determine if a pattern matches an expression. <a href="namespacetvm_1_1relay.html#a8e5c12794d464d6e4543b9e5c68d8707">More...</a><br /></td></tr>
<tr class="separator:a8e5c12794d464d6e4543b9e5c68d8707"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a0698ebc074ea1837227bcbc3ecec620a"><td class="memItemLeft" align="right" valign="top">Expr </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1relay.html#a0698ebc074ea1837227bcbc3ecec620a">tvm::relay::RewritePatterns</a> (Array< DFPatternCallback > callbacks, Expr expr)</td></tr>
-<tr class="memdesc:a0698ebc074ea1837227bcbc3ecec620a"><td class="mdescLeft"> </td><td class="mdescRight">Rewrite an expression based on some number of DFPatternCallbacks. <a href="namespacetvm_1_1relay.html#a0698ebc074ea1837227bcbc3ecec620a">More...</a><br /></td></tr>
-<tr class="separator:a0698ebc074ea1837227bcbc3ecec620a"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:ad9fd478e0f590938f8eb15e1bc45dbec"><td class="memItemLeft" align="right" valign="top">Expr </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1relay.html#ad9fd478e0f590938f8eb15e1bc45dbec">tvm::relay::RewritePatterns</a> (Array< DFPatternCallback > callbacks, Expr expr, IRModule mod=IRModule())</td></tr>
+<tr class="memdesc:ad9fd478e0f590938f8eb15e1bc45dbec"><td class="mdescLeft"> </td><td class="mdescRight">Rewrite an expression based on some number of DFPatternCallbacks. <a href="namespacetvm_1_1relay.html#ad9fd478e0f590938f8eb15e1bc45dbec">More...</a><br /></td></tr>
+<tr class="separator:ad9fd478e0f590938f8eb15e1bc45dbec"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a48108863604dc310eb3184b13b42a92a"><td class="memItemLeft" align="right" valign="top">Expr </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1relay.html#a48108863604dc310eb3184b13b42a92a">tvm::relay::PartitionPattern</a> (DFPattern pattern, Expr expr, Map< String, ObjectRef > attrs, PackedFunc check)</td></tr>
<tr class="memdesc:a48108863604dc310eb3184b13b42a92a"><td class="mdescLeft"> </td><td class="mdescRight">Partition all matches of a <a class="el" href="classtvm_1_1relay_1_1DFPattern.html" title="Managed reference to dataflow patterns. ">DFPattern</a> inside an Expr into separate <a class="el" href="classtvm_1_1relay_1_1Function.html" title="Managed reference to FunctionNode. ">Function</a> calls. <a href="namespacetvm_1_1relay.html#a48108863604dc310eb3184b13b42a92a">More...</a><br [...]
<tr class="separator:a48108863604dc310eb3184b13b42a92a"><td class="memSeparator" colspan="2"> </td></tr>
diff --git a/docs/api/doxygen/dataflow__matcher_8h_source.html b/docs/api/doxygen/dataflow__matcher_8h_source.html
index abe60ea..7348de6 100644
--- a/docs/api/doxygen/dataflow__matcher_8h_source.html
+++ b/docs/api/doxygen/dataflow__matcher_8h_source.html
@@ -89,24 +89,26 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="title">dataflow_matcher.h</div> </div>
</div><!--header-->
<div class="contents">
-<a href="dataflow__matcher_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> * o [...]
+<a href="dataflow__matcher_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> * o [...]
+<div class="ttc" id="classtvm_1_1relay_1_1DFPatternCallbackNode_html_a0b09756dcd17877284e01d1a90a31d00"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a0b09756dcd17877284e01d1a90a31d00">tvm::relay::DFPatternCallbackNode::TVM_DECLARE_BASE_OBJECT_INFO</a></div><div class="ttdeci">TVM_DECLARE_BASE_OBJECT_INFO(DFPatternCallbackNode, Object)</div></div>
<div class="ttc" id="namespacetvm_html"><div class="ttname"><a href="namespacetvm.html">tvm</a></div><div class="ttdef"><b>Definition:</b> analyzer.h:36</div></div>
-<div class="ttc" id="classtvm_1_1relay_1_1DFPatternCallbackNode_html_aedf26eb9299c184982f11bebdaca816f"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#aedf26eb9299c184982f11bebdaca816f">tvm::relay::DFPatternCallbackNode::pattern_</a></div><div class="ttdeci">DFPattern pattern_</div><div class="ttdoc">Pattern this callback matches. </div><div class="ttdef"><b>Definition:</b> dataflow_matcher.h:45</div></div>
-<div class="ttc" id="namespacetvm_1_1relay_html_a0698ebc074ea1837227bcbc3ecec620a"><div class="ttname"><a href="namespacetvm_1_1relay.html#a0698ebc074ea1837227bcbc3ecec620a">tvm::relay::RewritePatterns</a></div><div class="ttdeci">Expr RewritePatterns(Array< DFPatternCallback > callbacks, Expr expr)</div><div class="ttdoc">Rewrite an expression based on some number of DFPatternCallbacks. </div></div>
<div class="ttc" id="classtvm_1_1AttrVisitor_html"><div class="ttname"><a href="classtvm_1_1AttrVisitor.html">tvm::AttrVisitor</a></div><div class="ttdoc">Visitor class for to get the attributesof a AST/IR node. The content is going to be called for each f...</div><div class="ttdef"><b>Definition:</b> reflection.h:52</div></div>
-<div class="ttc" id="classtvm_1_1relay_1_1DFPatternCallbackNode_html_ad0196f5291f35ce7077118795681f442"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#ad0196f5291f35ce7077118795681f442">tvm::relay::DFPatternCallbackNode::function_</a></div><div class="ttdeci">PackedFunc function_</div><div class="ttdoc">Function to call when finding a matched expression. </div><div class="ttdef"><b>Definition:</b> dataflow_matcher.h:47</div></div>
<div class="ttc" id="namespacetvm_1_1relay_html_a48108863604dc310eb3184b13b42a92a"><div class="ttname"><a href="namespacetvm_1_1relay.html#a48108863604dc310eb3184b13b42a92a">tvm::relay::PartitionPattern</a></div><div class="ttdeci">Expr PartitionPattern(DFPattern pattern, Expr expr, Map< String, ObjectRef > attrs, PackedFunc check)</div><div class="ttdoc">Partition all matches of a DFPattern inside an Expr into separate Function calls. ...</div></div>
-<div class="ttc" id="classtvm_1_1relay_1_1DFPatternCallbackNode_html_a9e5a819e8e816bbacc0e9be93a169ebf"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a9e5a819e8e816bbacc0e9be93a169ebf">tvm::relay::DFPatternCallbackNode::_type_key</a></div><div class="ttdeci">static constexpr const char * _type_key</div><div class="ttdef"><b>Definition:</b> dataflow_matcher.h:51</div></div>
+<div class="ttc" id="classtvm_1_1relay_1_1DFPatternCallbackNode_html_a9e5a819e8e816bbacc0e9be93a169ebf"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a9e5a819e8e816bbacc0e9be93a169ebf">tvm::relay::DFPatternCallbackNode::_type_key</a></div><div class="ttdeci">static constexpr const char * _type_key</div><div class="ttdef"><b>Definition:</b> dataflow_matcher.h:56</div></div>
<div class="ttc" id="classtvm_1_1RelayExpr_html"><div class="ttname"><a href="classtvm_1_1RelayExpr.html">tvm::RelayExpr</a></div><div class="ttdoc">Managed reference to RelayExprNode. </div><div class="ttdef"><b>Definition:</b> expr.h:176</div></div>
<div class="ttc" id="object_8h_html_ac6e7295a4999e2c8e4a2c990beca887a"><div class="ttname"><a href="object_8h.html#ac6e7295a4999e2c8e4a2c990beca887a">TVM_DEFINE_OBJECT_REF_METHODS</a></div><div class="ttdeci">#define TVM_DEFINE_OBJECT_REF_METHODS(TypeName, ParentType, ObjectName)</div><div class="ttdef"><b>Definition:</b> object.h:701</div></div>
<div class="ttc" id="classtvm_1_1relay_1_1DFPattern_html"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPattern.html">tvm::relay::DFPattern</a></div><div class="ttdoc">Managed reference to dataflow patterns. </div><div class="ttdef"><b>Definition:</b> dataflow_pattern.h:47</div></div>
+<div class="ttc" id="namespacetopi_html_ab32a7a76e3a94a1edba52436a1337cb6"><div class="ttname"><a href="namespacetopi.html#ab32a7a76e3a94a1edba52436a1337cb6">topi::mod</a></div><div class="ttdeci">tvm::PrimExpr mod(const tvm::PrimExpr &a, const tvm::PrimExpr &b)</div><div class="ttdef"><b>Definition:</b> broadcast.h:265</div></div>
+<div class="ttc" id="classtvm_1_1relay_1_1DFPatternCallbackNode_html_acfe3e9170d4c05ff59f3056b79ae58bb"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#acfe3e9170d4c05ff59f3056b79ae58bb">tvm::relay::DFPatternCallbackNode::pattern</a></div><div class="ttdeci">DFPattern pattern</div><div class="ttdoc">Pattern this callback matches. </div><div class="ttdef"><b>Definition:</b> dataflow_matcher.h:45</div></div>
<div class="ttc" id="dataflow__pattern_8h_html"><div class="ttname"><a href="dataflow__pattern_8h.html">dataflow_pattern.h</a></div><div class="ttdoc">A pattern language for matching dataflow properties. </div></div>
+<div class="ttc" id="classtvm_1_1IRModule_html"><div class="ttname"><a href="classtvm_1_1IRModule.html">tvm::IRModule</a></div><div class="ttdoc">Managed reference class to IRModuleNode. </div><div class="ttdef"><b>Definition:</b> module.h:276</div></div>
<div class="ttc" id="classtvm_1_1relay_1_1DFPatternCallbackNode_html"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPatternCallbackNode.html">tvm::relay::DFPatternCallbackNode</a></div><div class="ttdoc">Base type of all dataflow pattern callbacks. </div><div class="ttdef"><b>Definition:</b> dataflow_matcher.h:42</div></div>
<div class="ttc" id="dataflow__pattern__functor_8h_html"><div class="ttname"><a href="dataflow__pattern__functor_8h.html">dataflow_pattern_functor.h</a></div><div class="ttdoc">A set of passes for operating on pattern graphs. </div></div>
<div class="ttc" id="classtvm_1_1Map_html"><div class="ttname"><a href="classtvm_1_1Map.html">tvm::Map</a></div><div class="ttdoc">Map container of NodeRef->NodeRef in DSL graph. Map implements copy on write semantics, which means map is mutable but copy will happen when array is referenced in more than two places. </div><div class="ttdef"><b>Definition:</b> container.h:1253</div></div>
<div class="ttc" id="namespacetvm_1_1relay_html_a8e5c12794d464d6e4543b9e5c68d8707"><div class="ttname"><a href="namespacetvm_1_1relay.html#a8e5c12794d464d6e4543b9e5c68d8707">tvm::relay::MatchPattern</a></div><div class="ttdeci">bool MatchPattern(DFPattern pattern, Expr expr)</div><div class="ttdoc">Determine if a pattern matches an expression. </div></div>
-<div class="ttc" id="classtvm_1_1relay_1_1DFPatternCallback_html"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPatternCallback.html">tvm::relay::DFPatternCallback</a></div><div class="ttdoc">Managed reference to dataflow pattern callbacks. </div><div class="ttdef"><b>Definition:</b> dataflow_matcher.h:59</div></div>
-<div class="ttc" id="classtvm_1_1relay_1_1DFPatternCallbackNode_html_a35df47f5731f147a289cdb59392600c5"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a35df47f5731f147a289cdb59392600c5">tvm::relay::DFPatternCallbackNode::VisitAttrs</a></div><div class="ttdeci">void VisitAttrs(tvm::AttrVisitor *v)</div><div class="ttdef"><b>Definition:</b> dataflow_matcher.h:49</div></div>
+<div class="ttc" id="namespacetvm_1_1relay_html_ad9fd478e0f590938f8eb15e1bc45dbec"><div class="ttname"><a href="namespacetvm_1_1relay.html#ad9fd478e0f590938f8eb15e1bc45dbec">tvm::relay::RewritePatterns</a></div><div class="ttdeci">Expr RewritePatterns(Array< DFPatternCallback > callbacks, Expr expr, IRModule mod=IRModule())</div><div class="ttdoc">Rewrite an expression based on some number of DFPatternCallbacks. </div></div>
+<div class="ttc" id="classtvm_1_1relay_1_1DFPatternCallback_html"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPatternCallback.html">tvm::relay::DFPatternCallback</a></div><div class="ttdoc">Managed reference to dataflow pattern callbacks. </div><div class="ttdef"><b>Definition:</b> dataflow_matcher.h:64</div></div>
+<div class="ttc" id="classtvm_1_1relay_1_1DFPatternCallbackNode_html_a35df47f5731f147a289cdb59392600c5"><div class="ttname"><a href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a35df47f5731f147a289cdb59392600c5">tvm::relay::DFPatternCallbackNode::VisitAttrs</a></div><div class="ttdeci">void VisitAttrs(tvm::AttrVisitor *v)</div><div class="ttdef"><b>Definition:</b> dataflow_matcher.h:51</div></div>
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diff --git a/docs/api/doxygen/detail_2broadcast_8h_source.html b/docs/api/doxygen/detail_2broadcast_8h_source.html
index b64daa9..1b3b0f0 100644
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<div class="ttc" id="namespacetvm_html_ab49bad0808ba033343e72ba37b39af2e"><div class="ttname"><a href="namespacetvm.html#ab49bad0808ba033343e72ba37b39af2e">tvm::max</a></div><div class="ttdeci">PrimExpr max(PrimExpr a, PrimExpr b)</div><div class="ttdoc">take maximum of two values </div></div>
<div class="ttc" id="classtvm_1_1te_1_1Tensor_html"><div class="ttname"><a href="classtvm_1_1te_1_1Tensor.html">tvm::te::Tensor</a></div><div class="ttdoc">Tensor structure representing a possible input, or intermediate computation result. </div><div class="ttdef"><b>Definition:</b> tensor.h:103</div></div>
<div class="ttc" id="operation_8h_html"><div class="ttname"><a href="operation_8h.html">operation.h</a></div><div class="ttdoc">Operation node can generate one or multiple Tensors. </div></div>
-<div class="ttc" id="namespacetvm_1_1tir_html_adc4408508a413fb7f3b2567f8d847dbb"><div class="ttname"><a href="namespacetvm_1_1tir.html#adc4408508a413fb7f3b2567f8d847dbb">tvm::tir::make_zero</a></div><div class="ttdeci">PrimExpr make_zero(DataType t)</div><div class="ttdoc">Make a const zero expr. </div><div class="ttdef"><b>Definition:</b> op.h:807</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_html_adc4408508a413fb7f3b2567f8d847dbb"><div class="ttname"><a href="namespacetvm_1_1tir.html#adc4408508a413fb7f3b2567f8d847dbb">tvm::tir::make_zero</a></div><div class="ttdeci">PrimExpr make_zero(DataType t)</div><div class="ttdoc">Make a const zero expr. </div><div class="ttdef"><b>Definition:</b> op.h:828</div></div>
<div class="ttc" id="namespacetvm_1_1te_html_afe4f57aeb3dd5ae9c0b58135e14d67ca"><div class="ttname"><a href="namespacetvm_1_1te.html#afe4f57aeb3dd5ae9c0b58135e14d67ca">tvm::te::compute</a></div><div class="ttdeci">Tensor compute(Array< PrimExpr > shape, FCompute fcompute, std::string name="tensor", std::string tag="", Map< String, ObjectRef > attrs={})</div><div class="ttdoc">Construct a new tensor by computing over shape, using the computation rule: resul [...]
<div class="ttc" id="classtvm_1_1PrimExpr_html"><div class="ttname"><a href="classtvm_1_1PrimExpr.html">tvm::PrimExpr</a></div><div class="ttdoc">Reference to PrimExprNode. </div><div class="ttdef"><b>Definition:</b> expr.h:103</div></div>
<div class="ttc" id="namespacetopi_html_a0683dcc462033f8daf87f939b05f250d"><div class="ttname"><a href="namespacetopi.html#a0683dcc462033f8daf87f939b05f250d">topi::max</a></div><div class="ttdeci">Tensor max(const Tensor &data, const Array< Integer > &axis, bool keepdims=false, bool atleast1d=false)</div><div class="ttdoc">Creates an operation that finds the maximum of elements over a given axis. </div><div class="ttdef"><b>Definition:</b> reduction.h:421</div></div>
diff --git a/docs/api/doxygen/detail_2extern_8h_source.html b/docs/api/doxygen/detail_2extern_8h_source.html
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<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a2c13c6e4b2f92e17f357665f9f11736c"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a2c13c6e4b2f92e17f357665f9f11736c">tvm::tir::builtin::tvm_call_packed</a></div><div class="ttdeci">const Op & tvm_call_packed()</div><div class="ttdoc">See pesudo code. </div></div>
<div class="ttc" id="classtvm_1_1runtime_1_1DataType_html_aebad9f7235dd20af649fb5c2113797b8"><div class="ttname"><a href="classtvm_1_1runtime_1_1DataType.html#aebad9f7235dd20af649fb5c2113797b8">tvm::runtime::DataType::Handle</a></div><div class="ttdeci">static DataType Handle(int bits=64, int lanes=1)</div><div class="ttdoc">Construct a handle type. </div><div class="ttdef"><b>Definition:</b> data_type.h:181</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_a28f99e6dd767482765b854ee9fc71f2c"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#a28f99e6dd767482765b854ee9fc71f2c">tvm::tir::builtin::tvm_stack_make_array</a></div><div class="ttdeci">const Op & tvm_stack_make_array()</div><div class="ttdoc">Allocate a NDArray(DLTensor) on stack, return the handle. </div></div>
-<div class="ttc" id="namespacetvm_1_1tir_html_a4ea566597880d04bd62fbec687e338b5"><div class="ttname"><a href="namespacetvm_1_1tir.html#a4ea566597880d04bd62fbec687e338b5">tvm::tir::make_const</a></div><div class="ttdeci">PrimExpr make_const(DataType t, ValueType value)</div><div class="ttdoc">Make a const value with certain data type. </div><div class="ttdef"><b>Definition:</b> op.h:799</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_html_a4ea566597880d04bd62fbec687e338b5"><div class="ttname"><a href="namespacetvm_1_1tir.html#a4ea566597880d04bd62fbec687e338b5">tvm::tir::make_const</a></div><div class="ttdeci">PrimExpr make_const(DataType t, ValueType value)</div><div class="ttdoc">Make a const value with certain data type. </div><div class="ttdef"><b>Definition:</b> op.h:820</div></div>
<div class="ttc" id="classtvm_1_1te_1_1ExternOp_html"><div class="ttname"><a href="classtvm_1_1te_1_1ExternOp.html">tvm::te::ExternOp</a></div><div class="ttdoc">Managed reference to ExternOpNode. </div><div class="ttdef"><b>Definition:</b> operation.h:458</div></div>
<div class="ttc" id="namespacetvm_1_1tir_1_1builtin_html_abd540cb73407771ecfb4f78722ce5a1b"><div class="ttname"><a href="namespacetvm_1_1tir_1_1builtin.html#abd540cb73407771ecfb4f78722ce5a1b">tvm::tir::builtin::tvm_stack_make_shape</a></div><div class="ttdeci">const Op & tvm_stack_make_shape()</div><div class="ttdoc">Allocate a shape tuple on stack, return the handle. </div></div>
<div class="ttc" id="namespacetvm_1_1te_html_ae0c71f84710b436cbe0b32289d0838f4"><div class="ttname"><a href="namespacetvm_1_1te.html#ae0c71f84710b436cbe0b32289d0838f4">tvm::te::var</a></div><div class="ttdeci">Var var(std::string name_hint, DataType t=DataType::Int(32))</div><div class="ttdoc">Construct a new Var expression. </div></div>
diff --git a/docs/api/doxygen/dilate_8h_source.html b/docs/api/doxygen/dilate_8h_source.html
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<div class="ttc" id="classtvm_1_1arith_1_1Analyzer_html_a9b440f852f12ad0a4d8ed5ed97054425"><div class="ttname"><a href="classtvm_1_1arith_1_1Analyzer.html#a9b440f852f12ad0a4d8ed5ed97054425">tvm::arith::Analyzer::Simplify</a></div><div class="ttdeci">PrimExpr Simplify(const PrimExpr &expr, int steps=2)</div><div class="ttdoc">Simplify expr. </div></div>
<div class="ttc" id="namespacetopi_html"><div class="ttname"><a href="namespacetopi.html">topi</a></div><div class="ttdef"><b>Definition:</b> broadcast.h:34</div></div>
<div class="ttc" id="namespacetvm_html_a8203d70a5ebf3532370264b000d0d276"><div class="ttname"><a href="namespacetvm.html#a8203d70a5ebf3532370264b000d0d276">tvm::indexdiv</a></div><div class="ttdeci">PrimExpr indexdiv(PrimExpr a, PrimExpr b)</div><div class="ttdoc">compute floor(a / b) where a and b are non-negative. </div></div>
-<div class="ttc" id="namespacetvm_1_1tir_html_a4ea566597880d04bd62fbec687e338b5"><div class="ttname"><a href="namespacetvm_1_1tir.html#a4ea566597880d04bd62fbec687e338b5">tvm::tir::make_const</a></div><div class="ttdeci">PrimExpr make_const(DataType t, ValueType value)</div><div class="ttdoc">Make a const value with certain data type. </div><div class="ttdef"><b>Definition:</b> op.h:799</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_html_a4ea566597880d04bd62fbec687e338b5"><div class="ttname"><a href="namespacetvm_1_1tir.html#a4ea566597880d04bd62fbec687e338b5">tvm::tir::make_const</a></div><div class="ttdeci">PrimExpr make_const(DataType t, ValueType value)</div><div class="ttdoc">Make a const value with certain data type. </div><div class="ttdef"><b>Definition:</b> op.h:820</div></div>
<div class="ttc" id="classtvm_1_1te_1_1Tensor_html"><div class="ttname"><a href="classtvm_1_1te_1_1Tensor.html">tvm::te::Tensor</a></div><div class="ttdoc">Tensor structure representing a possible input, or intermediate computation result. </div><div class="ttdef"><b>Definition:</b> tensor.h:103</div></div>
<div class="ttc" id="operation_8h_html"><div class="ttname"><a href="operation_8h.html">operation.h</a></div><div class="ttdoc">Operation node can generate one or multiple Tensors. </div></div>
<div class="ttc" id="namespacetopi_html_a60f05ec416e4618d25ad00dd9f536934"><div class="ttname"><a href="namespacetopi.html#a60f05ec416e4618d25ad00dd9f536934">topi::kInjective</a></div><div class="ttdeci">constexpr auto kInjective</div><div class="ttdef"><b>Definition:</b> tags.h:32</div></div>
diff --git a/docs/api/doxygen/elemwise_8h_source.html b/docs/api/doxygen/elemwise_8h_source.html
index 731a584..a5a7a9e 100644
--- a/docs/api/doxygen/elemwise_8h_source.html
+++ b/docs/api/doxygen/elemwise_8h_source.html
@@ -121,7 +121,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="ttc" id="classtvm_1_1runtime_1_1Array_html_a4e5ab4d7847d3ed41814e049dc13bc18"><div class="ttname"><a href="classtvm_1_1runtime_1_1Array.html#a4e5ab4d7847d3ed41814e049dc13bc18">tvm::runtime::Array::size</a></div><div class="ttdeci">size_t size() const </div><div class="ttdef"><b>Definition:</b> container.h:685</div></div>
<div class="ttc" id="namespacetopi_html_a43174e0e818615e13eca9fadea3ba851"><div class="ttname"><a href="namespacetopi.html#a43174e0e818615e13eca9fadea3ba851">topi::fast_erf_float32</a></div><div class="ttdeci">Tensor fast_erf_float32(const Tensor &data, std::string name, std::string tag)</div><div class="ttdoc">Fast_tanh_float implementation from Eigen https://github.com/eigenteam/eigen-git-mirror/blob/master/u...</div><div class="ttdef"><b>Definition:</b> elemwise.h:461</div></div>
<div class="ttc" id="namespacetopi_html_a4f5a29ac302ac31ce75e65f21ad60d41"><div class="ttname"><a href="namespacetopi.html#a4f5a29ac302ac31ce75e65f21ad60d41">topi::identity</a></div><div class="ttdeci">Tensor identity(const Tensor &x, std::string name="T_identity", std::string tag=kElementWise)</div><div class="ttdoc">Creates an operation that returns identity of a given tensor. </div><div class="ttdef"><b>Definition:</b> elemwise.h:150</div></div>
-<div class="ttc" id="namespacetvm_1_1tir_html_a4ea566597880d04bd62fbec687e338b5"><div class="ttname"><a href="namespacetvm_1_1tir.html#a4ea566597880d04bd62fbec687e338b5">tvm::tir::make_const</a></div><div class="ttdeci">PrimExpr make_const(DataType t, ValueType value)</div><div class="ttdoc">Make a const value with certain data type. </div><div class="ttdef"><b>Definition:</b> op.h:799</div></div>
+<div class="ttc" id="namespacetvm_1_1tir_html_a4ea566597880d04bd62fbec687e338b5"><div class="ttname"><a href="namespacetvm_1_1tir.html#a4ea566597880d04bd62fbec687e338b5">tvm::tir::make_const</a></div><div class="ttdeci">PrimExpr make_const(DataType t, ValueType value)</div><div class="ttdoc">Make a const value with certain data type. </div><div class="ttdef"><b>Definition:</b> op.h:820</div></div>
<div class="ttc" id="namespacetopi_html_a4568b2a7240a100189b391e2f968ccc5"><div class="ttname"><a href="namespacetopi.html#a4568b2a7240a100189b391e2f968ccc5">topi::isfinite</a></div><div class="ttdeci">Tensor isfinite(const Tensor &x, std::string name="T_""isfinite", std::string tag=kElementWise)</div><div class="ttdef"><b>Definition:</b> elemwise.h:73</div></div>
<div class="ttc" id="namespacetopi_html_ae6d188f262af775d79e3d409bb22045d"><div class="ttname"><a href="namespacetopi.html#ae6d188f262af775d79e3d409bb22045d">topi::fast_exp</a></div><div class="ttdeci">Tensor fast_exp(const Tensor &x, std::string name="T_fast_exp", std::string tag=kElementWise)</div><div class="ttdoc">Fast exponential function implementation. </div><div class="ttdef"><b>Definition:</b> elemwise.h:446</div></div>
<div class="ttc" id="namespacetopi_html_a28ca1863f504edc2e0f8865ca608569e"><div class="ttname"><a href="namespacetopi.html#a28ca1863f504edc2e0f8865ca608569e">topi::isinf</a></div><div class="ttdeci">Tensor isinf(const Tensor &x, std::string name="T_""isinf", std::string tag=kElementWise)</div><div class="ttdef"><b>Definition:</b> elemwise.h:74</div></div>
diff --git a/docs/api/doxygen/functions_a.html b/docs/api/doxygen/functions_a.html
index 35519b0..460ade6 100644
--- a/docs/api/doxygen/functions_a.html
+++ b/docs/api/doxygen/functions_a.html
@@ -401,11 +401,13 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="structtvm_1_1relay_1_1LRNAttrs.html#ae6ae92cfb678102583726073854cde80">tvm::relay::LRNAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1OneHotAttrs.html#a8287fc14b2ad6671f6ab51ba77134aa1">tvm::relay::OneHotAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1PReluAttrs.html#a754f4d5b74e0662ad598781f105bc3b7">tvm::relay::PReluAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1DequantizeAttrs.html#a1af4a4d3db2c6b5addc98cca7372f571">tvm::relay::qnn::DequantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1QuantizeAttrs.html#a59eb1cf9ac723b0f03512c5ba16f1c8b">tvm::relay::qnn::QuantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1RequantizeAttrs.html#a0dbe4aa881fcb9dfdfe43508df598a01">tvm::relay::qnn::RequantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReduceAttrs.html#a175e6ed9d20ee26ae62f2f9e852bd858">tvm::relay::ReduceAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1RepeatAttrs.html#a91f67f0c8914efd2b7359eea9074b43f">tvm::relay::RepeatAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReverseAttrs.html#a0fe0a352985941489400e211799f1b8a">tvm::relay::ReverseAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1ScatterAddAttrs.html#a641f7409b6194a04a6a9889fe19dc3fb">tvm::relay::ScatterAddAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ScatterAttrs.html#a5ada9836e19157a53637c14f9318fb64">tvm::relay::ScatterAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1SequenceMaskAttrs.html#a7273f14f80b4dbaf455b47d7a2f6ad46">tvm::relay::SequenceMaskAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1SoftmaxAttrs.html#a0416be34a3c1df62133a06cdec50f6c5">tvm::relay::SoftmaxAttrs</a>
diff --git a/docs/api/doxygen/functions_d.html b/docs/api/doxygen/functions_d.html
index 5e345cd..8b5a98b 100644
--- a/docs/api/doxygen/functions_d.html
+++ b/docs/api/doxygen/functions_d.html
@@ -234,7 +234,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="classtvm_1_1TargetIdNode.html#a15a2875b9d8a8abecbc61b0346a138d2">tvm::TargetIdNode</a>
</li>
<li>DFPatternCallback()
-: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html#a943d6ff184978aa640101f00377d8b66">tvm::relay::DFPatternCallback</a>
+: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html#a820597c8dc9ec76160d3283e71cf57ba">tvm::relay::DFPatternCallback</a>
</li>
<li>dict
: <a class="el" href="classtvm_1_1DictAttrsNode.html#ad80fb7d4b9f4e08bd0f15e409af2ac80">tvm::DictAttrsNode</a>
diff --git a/docs/api/doxygen/functions_f.html b/docs/api/doxygen/functions_f.html
index e09aafb..4865b63 100644
--- a/docs/api/doxygen/functions_f.html
+++ b/docs/api/doxygen/functions_f.html
@@ -334,12 +334,12 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>funcs
: <a class="el" href="structTVMFuncRegistry.html#a25badb00e205aaa5c317bd61a4b88d96">TVMFuncRegistry</a>
</li>
+<li>function
+: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a878e6e49af2466c49ffd9fcfe7f609fa">tvm::relay::DFPatternCallbackNode</a>
+</li>
<li>Function()
: <a class="el" href="classtvm_1_1relay_1_1Function.html#a4da29d04ce5fa5ab531d587cbebc358f">tvm::relay::Function</a>
</li>
-<li>function_
-: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#ad0196f5291f35ce7077118795681f442">tvm::relay::DFPatternCallbackNode</a>
-</li>
<li>functions
: <a class="el" href="classtvm_1_1IRModuleNode.html#a88423026ad43fa60158bc9a647704d93">tvm::IRModuleNode</a>
, <a class="el" href="classtvm_1_1runtime_1_1vm_1_1Executable.html#af7d75150b6a98a7766a552d7e7e34a11">tvm::runtime::vm::Executable</a>
diff --git a/docs/api/doxygen/functions_func_d.html b/docs/api/doxygen/functions_func_d.html
index 9ea502a..c44f29d 100644
--- a/docs/api/doxygen/functions_func_d.html
+++ b/docs/api/doxygen/functions_func_d.html
@@ -161,7 +161,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="classtvm_1_1OpRegEntry.html#a31b037ff8212469a337b891c777418c7">tvm::OpRegEntry</a>
</li>
<li>DFPatternCallback()
-: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html#a943d6ff184978aa640101f00377d8b66">tvm::relay::DFPatternCallback</a>
+: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallback.html#a820597c8dc9ec76160d3283e71cf57ba">tvm::relay::DFPatternCallback</a>
</li>
<li>DictAttrs()
: <a class="el" href="classtvm_1_1DictAttrs.html#a3999d7e2b942c8f9993f6d51cb8f3ded">tvm::DictAttrs</a>
diff --git a/docs/api/doxygen/functions_func_r.html b/docs/api/doxygen/functions_func_r.html
index cacad33..d2613b3 100644
--- a/docs/api/doxygen/functions_func_r.html
+++ b/docs/api/doxygen/functions_func_r.html
@@ -240,6 +240,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>reset_attr()
: <a class="el" href="classtvm_1_1OpRegEntry.html#a67628f8d3d6dea5b0a47e462c06b7790">tvm::OpRegEntry</a>
</li>
+<li>ReshapeTensor()
+: <a class="el" href="structtvm_1_1runtime_1_1vm_1_1Instruction.html#a78291b55a638084d12269102ec6a2e90">tvm::runtime::vm::Instruction</a>
+</li>
<li>resize()
: <a class="el" href="classtvm_1_1runtime_1_1Array.html#a8064044f8928cf3fed003507d65604c7">tvm::runtime::Array< T, typename ></a>
</li>
@@ -254,7 +257,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="classtvm_1_1relay_1_1MixedModeMutator.html#a4c93a9094db80cace013ef02e6bcd724">tvm::relay::MixedModeMutator</a>
</li>
<li>Rewrite_()
-: <a class="el" href="classtvm_1_1relay_1_1ExprRewriter.html#ad6eed16eb7ac760434705411bbbde461">tvm::relay::ExprRewriter</a>
+: <a class="el" href="classtvm_1_1relay_1_1ExprRewriter.html#a0ce4f1f1a3abf18ee99addd3de09e99e">tvm::relay::ExprRewriter</a>
, <a class="el" href="classtvm_1_1relay_1_1MixedModeMutator.html#aedab19fa2803a80d4148f83c1c4b0814">tvm::relay::MixedModeMutator</a>
</li>
<li>rfactor()
diff --git a/docs/api/doxygen/functions_func_s.html b/docs/api/doxygen/functions_func_s.html
index 0da4644..5466649 100644
--- a/docs/api/doxygen/functions_func_s.html
+++ b/docs/api/doxygen/functions_func_s.html
@@ -503,7 +503,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classtvm_1_1te_1_1Stage.html#a51432f38d9ec4792a2525023179ae604">tvm::te::Stage</a>
</li>
<li>Stage()
-: <a class="el" href="classtvm_1_1te_1_1Stage.html#afec82602b9321c489b88632a005335f8">tvm::te::Stage</a>
+: <a class="el" href="classtvm_1_1te_1_1Stage.html#a1ecdc9a000be62c9cc26a96d4c33e36e">tvm::te::Stage</a>
</li>
<li>Stats()
: <a class="el" href="classtvm_1_1runtime_1_1vm_1_1Executable.html#a43cc6b3ccb971d2ddf39e2d969d8a43e">tvm::runtime::vm::Executable</a>
@@ -521,7 +521,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classtvm_1_1runtime_1_1DeviceAPI.html#a359964ae5ad0fbdba18da1a0db1a7ad6">tvm::runtime::DeviceAPI</a>
</li>
<li>String()
-: <a class="el" href="classtvm_1_1runtime_1_1String.html#ac5d930b522e9fef9c07e51819d96d2f3">tvm::runtime::String</a>
+: <a class="el" href="classtvm_1_1runtime_1_1String.html#a02fca36e3ff55cc1e83635b02a11fca3">tvm::runtime::String</a>
</li>
<li>StringifyAttrsToRaw()
: <a class="el" href="classtvm_1_1TargetIdNode.html#a6f02435243d36d37210ab1b2d6cf9b99">tvm::TargetIdNode</a>
diff --git a/docs/api/doxygen/functions_func_t.html b/docs/api/doxygen/functions_func_t.html
index 148f3ab..ceb77c2 100644
--- a/docs/api/doxygen/functions_func_t.html
+++ b/docs/api/doxygen/functions_func_t.html
@@ -255,6 +255,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="structtvm_1_1relay_1_1DropoutAttrs.html#aa424a54017a8c42cc5b8226a8dfb65ac">tvm::relay::DropoutAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ExpandDimsAttrs.html#a81d264f861cabf1c5478e254b7f85f15">tvm::relay::ExpandDimsAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1FIFOBufferAttrs.html#ae99c13a1a258f33c862d605e3d594467">tvm::relay::FIFOBufferAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html#a0c430aab7815a0c2d2a26e2d1826c2eb">tvm::relay::FixedPointMultiplyAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1GatherAttrs.html#af4f634e6ea9308be4ec06c126513b685">tvm::relay::GatherAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1GetValidCountsAttrs.html#aa88b0715787f9214ceae0428dfc56a59">tvm::relay::GetValidCountsAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1GlobalPool2DAttrs.html#aaae394b14069baaf0fc368ff7dd478ad">tvm::relay::GlobalPool2DAttrs</a>
@@ -281,17 +282,20 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="structtvm_1_1relay_1_1PadAttrs.html#a6cb5f8e4c801e20027ede12d025cd9f9">tvm::relay::PadAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1PReluAttrs.html#aed6806c9cf8a413e628e0162e7311b7d">tvm::relay::PReluAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ProposalAttrs.html#a28a8c0b09e033d6440d91081f251ffb2">tvm::relay::ProposalAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1DequantizeAttrs.html#a82bb58cc879ad1f0b67bc4b7cdfdcf34">tvm::relay::qnn::DequantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1QuantizeAttrs.html#a4a6266f19e38e4e770dfce4dc19873cd">tvm::relay::qnn::QuantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1RequantizeAttrs.html#a8c68c859172c361c7bf5f517fc797833">tvm::relay::qnn::RequantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReduceAttrs.html#a93fcfcbd10f580bbbb4bd08e32c3fb13">tvm::relay::ReduceAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1RepeatAttrs.html#a9beb4e18ba35d6323f7463dbb4f95c1b">tvm::relay::RepeatAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReshapeAttrs.html#a62263922c82212f2ca5864b10e1958b7">tvm::relay::ReshapeAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1ReshapeTensorAttrs.html#aa916ba2569200da8ceda0cb7098eb669">tvm::relay::ReshapeTensorAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1Resize3dAttrs.html#ae8dd0ca17f3c81ccd62d380c62e9399f">tvm::relay::Resize3dAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ResizeAttrs.html#a3d556241294f73ed462283192b8c0713">tvm::relay::ResizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReverseAttrs.html#a590ab4ec8765ba7b26e2914abc8fdb4b">tvm::relay::ReverseAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html#a06773daa80357364ded0fbc9613a2b14">tvm::relay::ReverseSequenceAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ROIAlignAttrs.html#a211206914d1eaad059fc1fef19de0489">tvm::relay::ROIAlignAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ROIPoolAttrs.html#a06d3037a6dd772136cb2cbb9a954242f">tvm::relay::ROIPoolAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1ScatterAddAttrs.html#a3070751866037d6e9a3899ed8fc73b58">tvm::relay::ScatterAddAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ScatterAttrs.html#a5cbbb8d7a8d05eeb6847f75637f260fd">tvm::relay::ScatterAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1SequenceMaskAttrs.html#a15f8fc5585e9bba5c2587963213681d4">tvm::relay::SequenceMaskAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ShapeFuncAttrs.html#ad64ca884231f468064d3ec2b82f50d99">tvm::relay::ShapeFuncAttrs</a>
@@ -682,7 +686,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classtvm_1_1TypedEnvFunc_3_01R_07Args_8_8_8_08_4.html#a0d72a6fa7263821c14bcd37837998ed9">tvm::TypedEnvFunc< R(Args...)></a>
</li>
<li>TypedPackedFunc()
-: <a class="el" href="classtvm_1_1runtime_1_1TypedPackedFunc_3_01R_07Args_8_8_8_08_4.html#af45a2ceff92e6f6c394ea766a45027a0">tvm::runtime::TypedPackedFunc< R(Args...)></a>
+: <a class="el" href="classtvm_1_1runtime_1_1TypedPackedFunc_3_01R_07Args_8_8_8_08_4.html#a1347229c4794682ee76d5d167195fe55">tvm::runtime::TypedPackedFunc< R(Args...)></a>
</li>
<li>TypeIndex2Key()
: <a class="el" href="classtvm_1_1runtime_1_1Object.html#a817ba6c23b7ee1821c48a75edf255a30">tvm::runtime::Object</a>
diff --git a/docs/api/doxygen/functions_func_v.html b/docs/api/doxygen/functions_func_v.html
index eb4577f..89032fa 100644
--- a/docs/api/doxygen/functions_func_v.html
+++ b/docs/api/doxygen/functions_func_v.html
@@ -325,7 +325,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="classtvm_1_1relay_1_1MixedModeMutator.html#a86656f533b4961437f53d1dbe30ae1fb">tvm::relay::MixedModeMutator</a>
, <a class="el" href="classtvm_1_1relay_1_1MixedModeVisitor.html#a109b942e0299536851a3dc53a02b1ddc">tvm::relay::MixedModeVisitor</a>
, <a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#a97bcf0ff5e20fb4374b76184a8698684">tvm::tir::ExprFunctor< R(const PrimExpr &n, Args...)></a>
-, <a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#a4c2ba005e353a9cbf171c7fa019ef727">tvm::tir::ExprMutator</a>
+, <a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#a03165c7d449104444daf8fb2329ed3f3">tvm::tir::ExprMutator</a>
, <a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a786dcfcef511795b23359a3c60c74477">tvm::tir::ExprVisitor</a>
</li>
<li>VisitExprDefault_()
@@ -347,8 +347,8 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="classtvm_1_1relay_1_1PatternFunctor_3_01R_07const_01Pattern_01_6n_00_01Args_8_8_8_08_4.html#abcf80d4f5b0aca1c3a373000b747673c">tvm::relay::PatternFunctor< R(const Pattern &n, Args...)></a>
</li>
<li>VisitPattern_()
-: <a class="el" href="classtvm_1_1relay_1_1PatternFunctor_3_01R_07const_01Pattern_01_6n_00_01Args_8_8_8_08_4.html#aadcac1521b0deb3a6c35a6ca89c02794">tvm::relay::PatternFunctor< R(const Pattern &n, Args...)></a>
-, <a class="el" href="classtvm_1_1relay_1_1PatternMutator.html#aedeb370baf4bca6018153d01d2594a84">tvm::relay::PatternMutator</a>
+: <a class="el" href="classtvm_1_1relay_1_1PatternFunctor_3_01R_07const_01Pattern_01_6n_00_01Args_8_8_8_08_4.html#aa770e826edec27f4e8c28dd9f531d190">tvm::relay::PatternFunctor< R(const Pattern &n, Args...)></a>
+, <a class="el" href="classtvm_1_1relay_1_1PatternMutator.html#af8ea941a20a51cba2dc5e9e21f0ffc88">tvm::relay::PatternMutator</a>
, <a class="el" href="classtvm_1_1relay_1_1PatternVisitor.html#a2d9a35bc9be4f5d0badb0c1bb5b86847">tvm::relay::PatternVisitor</a>
</li>
<li>VisitPatternDefault_()
@@ -362,9 +362,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a4306d1beba05fa1ac582503498a6d7ce">tvm::tir::StmtMutator</a>
</li>
<li>VisitStmt_()
-: <a class="el" href="classtvm_1_1tir_1_1StmtFunctor_3_01R_07const_01Stmt_01_6n_00_01Args_8_8_8args_08_4.html#adf37d742ed06eb5e109f1a15e1a826fa">tvm::tir::StmtFunctor< R(const Stmt &n, Args...args)></a>
-, <a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#afad3009a7d05a345ca868a980f58b9ca">tvm::tir::StmtMutator</a>
-, <a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a6cca1dd5ab6329207cecb8b94c63f8c2">tvm::tir::StmtVisitor</a>
+: <a class="el" href="classtvm_1_1tir_1_1StmtFunctor_3_01R_07const_01Stmt_01_6n_00_01Args_8_8_8args_08_4.html#a77331d93b2c3f54b007918bcfb57a941">tvm::tir::StmtFunctor< R(const Stmt &n, Args...args)></a>
+, <a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#aecd16bf1a6715ea36f6c30e5dc2ceae7">tvm::tir::StmtMutator</a>
+, <a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a38488c0f8137e12bc195fa2e0a0524c9">tvm::tir::StmtVisitor</a>
</li>
<li>VisitStmtDefault_()
: <a class="el" href="classtvm_1_1tir_1_1StmtFunctor_3_01R_07const_01Stmt_01_6n_00_01Args_8_8_8args_08_4.html#aeb08feaffc3f8fb6f6c379ccce9bbd45">tvm::tir::StmtFunctor< R(const Stmt &n, Args...args)></a>
@@ -379,8 +379,8 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
</li>
<li>VisitType_()
: <a class="el" href="classtvm_1_1TypeFunctor_3_01R_07const_01Type_01_6n_00_01Args_8_8_8_08_4.html#a02a16c27881cb2ab3532cca9ae68c1f5">tvm::TypeFunctor< R(const Type &n, Args...)></a>
-, <a class="el" href="classtvm_1_1TypeMutator.html#ad4ad7209f8789568e5e57870f0b758f0">tvm::TypeMutator</a>
-, <a class="el" href="classtvm_1_1TypeVisitor.html#a82c83b1524502579f56d194138badd3e">tvm::TypeVisitor</a>
+, <a class="el" href="classtvm_1_1TypeMutator.html#a2a78bda75555650a37a80e1e074d562a">tvm::TypeMutator</a>
+, <a class="el" href="classtvm_1_1TypeVisitor.html#adb2f5c5f8e3fbe5b62ce8527cd59a30b">tvm::TypeVisitor</a>
</li>
<li>VisitTypeDefault_()
: <a class="el" href="classtvm_1_1TypeFunctor_3_01R_07const_01Type_01_6n_00_01Args_8_8_8_08_4.html#a91553f9e04c39b3821a70ae4f7b0c597">tvm::TypeFunctor< R(const Type &n, Args...)></a>
@@ -399,7 +399,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="structtvm_1_1runtime_1_1vm_1_1VMFrame.html#a8f8c990ee4fa7cb7472f5440f2ca3bde">tvm::runtime::vm::VMFrame</a>
</li>
<li>VMFunction()
-: <a class="el" href="structtvm_1_1runtime_1_1vm_1_1VMFunction.html#ac0a863bff962be11a964e569c9fb2df3">tvm::runtime::vm::VMFunction</a>
+: <a class="el" href="structtvm_1_1runtime_1_1vm_1_1VMFunction.html#a49ca45b1b44655ea5e4fbb74966e0b35">tvm::runtime::vm::VMFunction</a>
</li>
<li>Void()
: <a class="el" href="classtvm_1_1runtime_1_1DataType.html#ab8dc0832aff8fd7421884c0fe20a3bfd">tvm::runtime::DataType</a>
diff --git a/docs/api/doxygen/functions_i.html b/docs/api/doxygen/functions_i.html
index c264b67..8cebb65 100644
--- a/docs/api/doxygen/functions_i.html
+++ b/docs/api/doxygen/functions_i.html
@@ -426,7 +426,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
</li>
<li>iterator()
: <a class="el" href="classtvm_1_1Map_1_1iterator.html#a030cc3169e173281d8f75f37a127d2cd">tvm::Map< K, V, typename, typename >::iterator</a>
-, <a class="el" href="classtvm_1_1MapNode_1_1iterator.html#a88e86aa2905755683efaa0e8cfff0a2c">tvm::MapNode::iterator</a>
+, <a class="el" href="classtvm_1_1MapNode_1_1iterator.html#ab8b919a83a0dd9a4bd386ad3425763ae">tvm::MapNode::iterator</a>
, <a class="el" href="classtvm_1_1runtime_1_1Array.html#a98e5ad633b8195d954c98067213ae29f">tvm::runtime::Array< T, typename ></a>
</li>
<li>iterator_category
@@ -442,7 +442,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classtvm_1_1te_1_1IterVarAttr.html#aa20680587a1c880b659063cd37ba4763">tvm::te::IterVarAttr</a>
</li>
<li>IterVarRelation()
-: <a class="el" href="classtvm_1_1te_1_1IterVarRelation.html#a3e611ee0870d9a542b8deb79575dbf66">tvm::te::IterVarRelation</a>
+: <a class="el" href="classtvm_1_1te_1_1IterVarRelation.html#a4b50caede957f1cb50587ce15a87109f">tvm::te::IterVarRelation</a>
</li>
</ul>
</div><!-- contents -->
diff --git a/docs/api/doxygen/functions_m.html b/docs/api/doxygen/functions_m.html
index 2e401d4..ba21248 100644
--- a/docs/api/doxygen/functions_m.html
+++ b/docs/api/doxygen/functions_m.html
@@ -248,7 +248,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classtvm_1_1arith_1_1ModularSet.html#a9f54896d98169246c6a24cc338fde500">tvm::arith::ModularSet</a>
</li>
<li>Module()
-: <a class="el" href="classtvm_1_1runtime_1_1Module.html#abfbc619b3b3166d63ec52e399c24bed9">tvm::runtime::Module</a>
+: <a class="el" href="classtvm_1_1runtime_1_1Module.html#abd1380b3f813c2b6acefca3aaef425f4">tvm::runtime::Module</a>
, <a class="el" href="classtvm_1_1runtime_1_1ModuleNode.html#a21f639900c480510650969df9c74d17d">tvm::runtime::ModuleNode</a>
</li>
<li>ModuleInternal
@@ -272,6 +272,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>Mul()
: <a class="el" href="classtvm_1_1tir_1_1Mul.html#accf6728d673e15ecddf4465efebc32e7">tvm::tir::Mul</a>
</li>
+<li>multiplier
+: <a class="el" href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html#a317374d804a576b50d9a51e4a8ee3ff2">tvm::relay::FixedPointMultiplyAttrs</a>
+</li>
<li>Mutate()
: <a class="el" href="classtvm_1_1relay_1_1ExprMutator.html#ab8d4855c77e09d2274716ca2bbcf0a86">tvm::relay::ExprMutator</a>
, <a class="el" href="classtvm_1_1relay_1_1PatternMutator.html#afd5ae4d9caeaae89c339e1377962b51f">tvm::relay::PatternMutator</a>
diff --git a/docs/api/doxygen/functions_n.html b/docs/api/doxygen/functions_n.html
index 91b74a4..2a243c0 100644
--- a/docs/api/doxygen/functions_n.html
+++ b/docs/api/doxygen/functions_n.html
@@ -186,6 +186,8 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
</li>
<li>newshape
: <a class="el" href="structtvm_1_1relay_1_1ReshapeAttrs.html#a9bca32c3acff2ed8fd6bc63a50f82051">tvm::relay::ReshapeAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1ReshapeTensorAttrs.html#aaacd1ab5124b54316a9e1f3ef5a5ec3c">tvm::relay::ReshapeTensorAttrs</a>
+, <a class="el" href="structtvm_1_1runtime_1_1vm_1_1Instruction.html#a5602ccf14b6bd90e33a38c6ab82b0b57">tvm::runtime::vm::Instruction</a>
</li>
<li>No()
: <a class="el" href="classtvm_1_1relay_1_1FeatureSet.html#a68c408c752ef58b2c27802491165adbb">tvm::relay::FeatureSet</a>
diff --git a/docs/api/doxygen/functions_p.html b/docs/api/doxygen/functions_p.html
index 2d847cc..f7bcce8 100644
--- a/docs/api/doxygen/functions_p.html
+++ b/docs/api/doxygen/functions_p.html
@@ -214,6 +214,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>pattern
: <a class="el" href="classtvm_1_1relay_1_1AttrPatternNode.html#a4ccb04267d93985da28518886b56ed2f">tvm::relay::AttrPatternNode</a>
, <a class="el" href="classtvm_1_1relay_1_1DataTypePatternNode.html#aa9bd180d1d23dde701d121d23db8c51a">tvm::relay::DataTypePatternNode</a>
+, <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#acfe3e9170d4c05ff59f3056b79ae58bb">tvm::relay::DFPatternCallbackNode</a>
</li>
<li>Pattern()
: <a class="el" href="classtvm_1_1relay_1_1Pattern.html#aba2fe5ab04ab0b56ff855cfc572b16ff">tvm::relay::Pattern</a>
@@ -222,9 +223,6 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classtvm_1_1relay_1_1ShapePatternNode.html#a77130ba4e4b1b051415a08a6c0148d30">tvm::relay::ShapePatternNode</a>
, <a class="el" href="classtvm_1_1relay_1_1TypePatternNode.html#a7273a1fa7c10a1c4a5f3a4d46bcd463a">tvm::relay::TypePatternNode</a>
</li>
-<li>pattern_
-: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#aedf26eb9299c184982f11bebdaca816f">tvm::relay::DFPatternCallbackNode</a>
-</li>
<li>PatternConstructor()
: <a class="el" href="classtvm_1_1relay_1_1PatternConstructor.html#a96adb22c131d7bac1e54a7b646116143">tvm::relay::PatternConstructor</a>
</li>
@@ -315,7 +313,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classtvm_1_1tir_1_1PrefetchNode.html#a12d0e137a00b37d439d7a10677023c62">tvm::tir::PrefetchNode</a>
</li>
<li>PrimExpr()
-: <a class="el" href="classtvm_1_1PrimExpr.html#a7f0ca30e951608a0b36a77a66d4d19e0">tvm::PrimExpr</a>
+: <a class="el" href="classtvm_1_1PrimExpr.html#a756d3f8b17b019560946524951ae6118">tvm::PrimExpr</a>
</li>
<li>PrimFunc()
: <a class="el" href="classtvm_1_1tir_1_1PrimFunc.html#abd958804ede9382c68930efcf18a6841">tvm::tir::PrimFunc</a>
diff --git a/docs/api/doxygen/functions_r.html b/docs/api/doxygen/functions_r.html
index be18339..7cbab2c 100644
--- a/docs/api/doxygen/functions_r.html
+++ b/docs/api/doxygen/functions_r.html
@@ -293,6 +293,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>reps
: <a class="el" href="structtvm_1_1relay_1_1TileAttrs.html#acac0351f86c23beb264227981424022e">tvm::relay::TileAttrs</a>
</li>
+<li>require_type
+: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#acf0cbf5a96eb4c9000b770b7adbd9d32">tvm::relay::DFPatternCallbackNode</a>
+</li>
<li>required
: <a class="el" href="classtvm_1_1transform_1_1PassInfoNode.html#abc4fdfbc0e6db41ae6296d7b2816b534">tvm::transform::PassInfoNode</a>
</li>
@@ -309,6 +312,12 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>reset_attr()
: <a class="el" href="classtvm_1_1OpRegEntry.html#a67628f8d3d6dea5b0a47e462c06b7790">tvm::OpRegEntry</a>
</li>
+<li>reshape_tensor
+: <a class="el" href="structtvm_1_1runtime_1_1vm_1_1Instruction.html#abaeafca3419a4169d60cd2164a360607">tvm::runtime::vm::Instruction</a>
+</li>
+<li>ReshapeTensor()
+: <a class="el" href="structtvm_1_1runtime_1_1vm_1_1Instruction.html#a78291b55a638084d12269102ec6a2e90">tvm::runtime::vm::Instruction</a>
+</li>
<li>resize()
: <a class="el" href="classtvm_1_1runtime_1_1Array.html#a8064044f8928cf3fed003507d65604c7">tvm::runtime::Array< T, typename ></a>
</li>
@@ -362,7 +371,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="classtvm_1_1relay_1_1MixedModeMutator.html#a4c93a9094db80cace013ef02e6bcd724">tvm::relay::MixedModeMutator</a>
</li>
<li>Rewrite_()
-: <a class="el" href="classtvm_1_1relay_1_1ExprRewriter.html#a0ce4f1f1a3abf18ee99addd3de09e99e">tvm::relay::ExprRewriter</a>
+: <a class="el" href="classtvm_1_1relay_1_1ExprRewriter.html#a24bbfdfcb685fc52f59b7346ff025c26">tvm::relay::ExprRewriter</a>
, <a class="el" href="classtvm_1_1relay_1_1MixedModeMutator.html#aedab19fa2803a80d4148f83c1c4b0814">tvm::relay::MixedModeMutator</a>
</li>
<li>rewrite_simplify
diff --git a/docs/api/doxygen/functions_s.html b/docs/api/doxygen/functions_s.html
index cca8c62..5f6a7a5 100644
--- a/docs/api/doxygen/functions_s.html
+++ b/docs/api/doxygen/functions_s.html
@@ -538,6 +538,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>SHashReducer()
: <a class="el" href="classtvm_1_1SHashReducer.html#acb4d90cb74f617620d0027649adf8f17">tvm::SHashReducer</a>
</li>
+<li>shift
+: <a class="el" href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html#ac5095656867b0bad8cd53d0f957a1d9d">tvm::relay::FixedPointMultiplyAttrs</a>
+</li>
<li>Shuffle()
: <a class="el" href="classtvm_1_1tir_1_1Shuffle.html#a7d4c6d0e0d0d31cb3500a924be7c6561">tvm::tir::Shuffle</a>
</li>
@@ -579,7 +582,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="structtvm_1_1relay_1_1MultiBoxPriorAttrs.html#ad6d089344fa741021584222ffa70a451">tvm::relay::MultiBoxPriorAttrs</a>
</li>
<li>SizeVar()
-: <a class="el" href="classtvm_1_1tir_1_1SizeVar.html#a65e97f74ebbec599b58c7e5dde7b8159">tvm::tir::SizeVar</a>
+: <a class="el" href="classtvm_1_1tir_1_1SizeVar.html#ac470249315d9e395ad581d35dd5dcb05">tvm::tir::SizeVar</a>
</li>
<li>Slice()
: <a class="el" href="classtvm_1_1te_1_1Tensor_1_1Slice.html#ab314819e8bcca6421e9a4f33e48578c3">tvm::te::Tensor::Slice</a>
@@ -647,7 +650,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classtvm_1_1arith_1_1IntConstraintsTransformNode.html#a05ddc831df1d376f256ec97af966e6be">tvm::arith::IntConstraintsTransformNode</a>
</li>
<li>Stage()
-: <a class="el" href="classtvm_1_1te_1_1Stage.html#a1ecdc9a000be62c9cc26a96d4c33e36e">tvm::te::Stage</a>
+: <a class="el" href="classtvm_1_1te_1_1Stage.html#aa6ace38b6312e42aaf9389c8749ae0a4">tvm::te::Stage</a>
</li>
<li>stage_map
: <a class="el" href="classtvm_1_1te_1_1ScheduleNode.html#a612223aec2751cbd035a18c9e5453085">tvm::te::ScheduleNode</a>
@@ -737,7 +740,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="classtvm_1_1tir_1_1BufferNode.html#ac18ddd10b79a30ae57d3a8283686259d">tvm::tir::BufferNode</a>
</li>
<li>String()
-: <a class="el" href="classtvm_1_1runtime_1_1String.html#ac5d930b522e9fef9c07e51819d96d2f3">tvm::runtime::String</a>
+: <a class="el" href="classtvm_1_1runtime_1_1String.html#a02fca36e3ff55cc1e83635b02a11fca3">tvm::runtime::String</a>
, <a class="el" href="classtvm_1_1runtime_1_1StringObj_1_1FromStd.html#a7fb804f7dc96dd9f705c84095f37f1ca">tvm::runtime::StringObj::FromStd</a>
, <a class="el" href="classtvm_1_1runtime_1_1StringObj.html#a7fb804f7dc96dd9f705c84095f37f1ca">tvm::runtime::StringObj</a>
</li>
diff --git a/docs/api/doxygen/functions_t.html b/docs/api/doxygen/functions_t.html
index 64e5e68..00b6fde 100644
--- a/docs/api/doxygen/functions_t.html
+++ b/docs/api/doxygen/functions_t.html
@@ -351,6 +351,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="structtvm_1_1relay_1_1DropoutAttrs.html#aa424a54017a8c42cc5b8226a8dfb65ac">tvm::relay::DropoutAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ExpandDimsAttrs.html#a81d264f861cabf1c5478e254b7f85f15">tvm::relay::ExpandDimsAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1FIFOBufferAttrs.html#ae99c13a1a258f33c862d605e3d594467">tvm::relay::FIFOBufferAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html#a0c430aab7815a0c2d2a26e2d1826c2eb">tvm::relay::FixedPointMultiplyAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1GatherAttrs.html#af4f634e6ea9308be4ec06c126513b685">tvm::relay::GatherAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1GetValidCountsAttrs.html#aa88b0715787f9214ceae0428dfc56a59">tvm::relay::GetValidCountsAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1GlobalPool2DAttrs.html#aaae394b14069baaf0fc368ff7dd478ad">tvm::relay::GlobalPool2DAttrs</a>
@@ -377,17 +378,20 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="structtvm_1_1relay_1_1PadAttrs.html#a6cb5f8e4c801e20027ede12d025cd9f9">tvm::relay::PadAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1PReluAttrs.html#aed6806c9cf8a413e628e0162e7311b7d">tvm::relay::PReluAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ProposalAttrs.html#a28a8c0b09e033d6440d91081f251ffb2">tvm::relay::ProposalAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1DequantizeAttrs.html#a82bb58cc879ad1f0b67bc4b7cdfdcf34">tvm::relay::qnn::DequantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1QuantizeAttrs.html#a4a6266f19e38e4e770dfce4dc19873cd">tvm::relay::qnn::QuantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1RequantizeAttrs.html#a8c68c859172c361c7bf5f517fc797833">tvm::relay::qnn::RequantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReduceAttrs.html#a93fcfcbd10f580bbbb4bd08e32c3fb13">tvm::relay::ReduceAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1RepeatAttrs.html#a9beb4e18ba35d6323f7463dbb4f95c1b">tvm::relay::RepeatAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReshapeAttrs.html#a62263922c82212f2ca5864b10e1958b7">tvm::relay::ReshapeAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1ReshapeTensorAttrs.html#aa916ba2569200da8ceda0cb7098eb669">tvm::relay::ReshapeTensorAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1Resize3dAttrs.html#ae8dd0ca17f3c81ccd62d380c62e9399f">tvm::relay::Resize3dAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ResizeAttrs.html#a3d556241294f73ed462283192b8c0713">tvm::relay::ResizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReverseAttrs.html#a590ab4ec8765ba7b26e2914abc8fdb4b">tvm::relay::ReverseAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html#a06773daa80357364ded0fbc9613a2b14">tvm::relay::ReverseSequenceAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ROIAlignAttrs.html#a211206914d1eaad059fc1fef19de0489">tvm::relay::ROIAlignAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ROIPoolAttrs.html#a06d3037a6dd772136cb2cbb9a954242f">tvm::relay::ROIPoolAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1ScatterAddAttrs.html#a3070751866037d6e9a3899ed8fc73b58">tvm::relay::ScatterAddAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ScatterAttrs.html#a5cbbb8d7a8d05eeb6847f75637f260fd">tvm::relay::ScatterAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1SequenceMaskAttrs.html#a15f8fc5585e9bba5c2587963213681d4">tvm::relay::SequenceMaskAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ShapeFuncAttrs.html#ad64ca884231f468064d3ec2b82f50d99">tvm::relay::ShapeFuncAttrs</a>
@@ -767,7 +771,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="classtvm_1_1runtime_1_1ObjectPtr.html#ae0ea8b4adc6dab8c74086bceaef6b3e1">tvm::runtime::ObjectPtr< T ></a>
, <a class="el" href="classtvm_1_1runtime_1_1ObjectRef.html#ae0ea8b4adc6dab8c74086bceaef6b3e1">tvm::runtime::ObjectRef</a>
, <a class="el" href="classtvm_1_1runtime_1_1TVMPODValue__.html#ae0ea8b4adc6dab8c74086bceaef6b3e1">tvm::runtime::TVMPODValue_</a>
-, <a class="el" href="classtvm_1_1runtime_1_1TVMRetValue.html#ac4a3850c0989e7c2d5cd8e0f096d0997">tvm::runtime::TVMRetValue</a>
+, <a class="el" href="classtvm_1_1runtime_1_1TVMRetValue.html#a77455a8fe7d27b90a01a64f1cd28e9ec">tvm::runtime::TVMRetValue</a>
, <a class="el" href="classtvm_1_1runtime_1_1TypedPackedFunc_3_01R_07Args_8_8_8_08_4.html#ae0ea8b4adc6dab8c74086bceaef6b3e1">tvm::runtime::TypedPackedFunc< R(Args...)></a>
</li>
<li>type
@@ -839,7 +843,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classtvm_1_1TypedEnvFunc_3_01R_07Args_8_8_8_08_4.html#a41a6b9014d0feeb628ca7edfd0d26f0b">tvm::TypedEnvFunc< R(Args...)></a>
</li>
<li>TypedPackedFunc()
-: <a class="el" href="classtvm_1_1runtime_1_1TypedPackedFunc_3_01R_07Args_8_8_8_08_4.html#a6b346a6d0b601eff5a100c7a207e9c86">tvm::runtime::TypedPackedFunc< R(Args...)></a>
+: <a class="el" href="classtvm_1_1runtime_1_1TypedPackedFunc_3_01R_07Args_8_8_8_08_4.html#a0161d426f9ca366c860ad48c384f7192">tvm::runtime::TypedPackedFunc< R(Args...)></a>
</li>
<li>TypeIndex2Key()
: <a class="el" href="classtvm_1_1runtime_1_1Object.html#a817ba6c23b7ee1821c48a75edf255a30">tvm::runtime::Object</a>
@@ -862,7 +866,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="classtvm_1_1TypeRelation.html#ac26b1897eab8197ed26606ab81b7403b">tvm::TypeRelation</a>
</li>
<li>TypeReporter()
-: <a class="el" href="classtvm_1_1TypeReporter.html#a8e7e05a07f9f7ad9bea91f27afac9051">tvm::TypeReporter</a>
+: <a class="el" href="classtvm_1_1TypeReporter.html#aa3dc38a3c84d324d0b3a9f358460a091">tvm::TypeReporter</a>
</li>
<li>TypeVar()
: <a class="el" href="classtvm_1_1TypeVar.html#a8e8c8a4215eeefdcb17b565bd4250a0c">tvm::TypeVar</a>
diff --git a/docs/api/doxygen/functions_v.html b/docs/api/doxygen/functions_v.html
index 50bf5ef..f76cc4d 100644
--- a/docs/api/doxygen/functions_v.html
+++ b/docs/api/doxygen/functions_v.html
@@ -427,12 +427,12 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>VisitExpr_()
: <a class="el" href="classtvm_1_1relay_1_1ExprFunctor_3_01R_07const_01Expr_01_6n_00_01Args_8_8_8_08_4.html#abdf289c25698ddb88156932d6bed6a74">tvm::relay::ExprFunctor< R(const Expr &n, Args...)></a>
, <a class="el" href="classtvm_1_1relay_1_1ExprMutator.html#ad84a1bcfeb97ec4816579d2363cd76a1">tvm::relay::ExprMutator</a>
-, <a class="el" href="classtvm_1_1relay_1_1ExprVisitor.html#a2bcd0d66b18c47332d4b95b2122e55b3">tvm::relay::ExprVisitor</a>
+, <a class="el" href="classtvm_1_1relay_1_1ExprVisitor.html#a8b1ef43d965026767385fb3ee5791928">tvm::relay::ExprVisitor</a>
, <a class="el" href="classtvm_1_1relay_1_1MixedModeMutator.html#a86656f533b4961437f53d1dbe30ae1fb">tvm::relay::MixedModeMutator</a>
, <a class="el" href="classtvm_1_1relay_1_1MixedModeVisitor.html#a109b942e0299536851a3dc53a02b1ddc">tvm::relay::MixedModeVisitor</a>
-, <a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#ad3aaa39ac98e4c0dd0992db2fba817bb">tvm::tir::ExprFunctor< R(const PrimExpr &n, Args...)></a>
-, <a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#afbd5d1454529710c5ab5ddb17eca75ab">tvm::tir::ExprMutator</a>
-, <a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a600ab7a202c9351d0ce5698a0f884453">tvm::tir::ExprVisitor</a>
+, <a class="el" href="classtvm_1_1tir_1_1ExprFunctor_3_01R_07const_01PrimExpr_01_6n_00_01Args_8_8_8_08_4.html#ac3216a343b01c700daff7f78385adc93">tvm::tir::ExprFunctor< R(const PrimExpr &n, Args...)></a>
+, <a class="el" href="classtvm_1_1tir_1_1ExprMutator.html#a54677bf1b2cec622c781ba6ed4e03af9">tvm::tir::ExprMutator</a>
+, <a class="el" href="classtvm_1_1tir_1_1ExprVisitor.html#a36a25512b8729660c5f3bd7a94085880">tvm::tir::ExprVisitor</a>
</li>
<li>VisitExprDefault_()
: <a class="el" href="classtvm_1_1relay_1_1ExprFunctor_3_01R_07const_01Expr_01_6n_00_01Args_8_8_8_08_4.html#ab35a37c57578e32a8c873cdfe9e31a0f">tvm::relay::ExprFunctor< R(const Expr &n, Args...)></a>
@@ -454,8 +454,8 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
</li>
<li>VisitPattern_()
: <a class="el" href="classtvm_1_1relay_1_1PatternFunctor_3_01R_07const_01Pattern_01_6n_00_01Args_8_8_8_08_4.html#aadcac1521b0deb3a6c35a6ca89c02794">tvm::relay::PatternFunctor< R(const Pattern &n, Args...)></a>
-, <a class="el" href="classtvm_1_1relay_1_1PatternMutator.html#a5c4cdc5bd1b1929edf9afa3cf85b9857">tvm::relay::PatternMutator</a>
-, <a class="el" href="classtvm_1_1relay_1_1PatternVisitor.html#a2d9a35bc9be4f5d0badb0c1bb5b86847">tvm::relay::PatternVisitor</a>
+, <a class="el" href="classtvm_1_1relay_1_1PatternMutator.html#aedeb370baf4bca6018153d01d2594a84">tvm::relay::PatternMutator</a>
+, <a class="el" href="classtvm_1_1relay_1_1PatternVisitor.html#ad5ed2a5c3b88ec027df9e4269dff4b80">tvm::relay::PatternVisitor</a>
</li>
<li>VisitPatternDefault_()
: <a class="el" href="classtvm_1_1relay_1_1PatternFunctor_3_01R_07const_01Pattern_01_6n_00_01Args_8_8_8_08_4.html#ad71efcd0b9a937b35f7fd4e2b6131773">tvm::relay::PatternFunctor< R(const Pattern &n, Args...)></a>
@@ -468,9 +468,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a4306d1beba05fa1ac582503498a6d7ce">tvm::tir::StmtMutator</a>
</li>
<li>VisitStmt_()
-: <a class="el" href="classtvm_1_1tir_1_1StmtFunctor_3_01R_07const_01Stmt_01_6n_00_01Args_8_8_8args_08_4.html#ae0cc8034e586408c25ffcb7c43684f0f">tvm::tir::StmtFunctor< R(const Stmt &n, Args...args)></a>
-, <a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#ac22f8d85fc78d756b8e11e53eb1bf2df">tvm::tir::StmtMutator</a>
-, <a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a0e6ca99ff599eea59b322df49b1c3449">tvm::tir::StmtVisitor</a>
+: <a class="el" href="classtvm_1_1tir_1_1StmtFunctor_3_01R_07const_01Stmt_01_6n_00_01Args_8_8_8args_08_4.html#a5aac298853219524d70e89b6a8672cf7">tvm::tir::StmtFunctor< R(const Stmt &n, Args...args)></a>
+, <a class="el" href="classtvm_1_1tir_1_1StmtMutator.html#a2ec423a8f109916abf02ac463308f58a">tvm::tir::StmtMutator</a>
+, <a class="el" href="classtvm_1_1tir_1_1StmtVisitor.html#a800d9d3f4b755236e122f0fbf30115df">tvm::tir::StmtVisitor</a>
</li>
<li>VisitStmtDefault_()
: <a class="el" href="classtvm_1_1tir_1_1StmtFunctor_3_01R_07const_01Stmt_01_6n_00_01Args_8_8_8args_08_4.html#aeb08feaffc3f8fb6f6c379ccce9bbd45">tvm::tir::StmtFunctor< R(const Stmt &n, Args...args)></a>
@@ -484,9 +484,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="classtvm_1_1TypeMutator.html#a84e824911927d98e20a338eab8b75a45">tvm::TypeMutator</a>
</li>
<li>VisitType_()
-: <a class="el" href="classtvm_1_1TypeFunctor_3_01R_07const_01Type_01_6n_00_01Args_8_8_8_08_4.html#a59f150c83a601663d0f56ca14afba603">tvm::TypeFunctor< R(const Type &n, Args...)></a>
-, <a class="el" href="classtvm_1_1TypeMutator.html#ac694fbe28eb7026d30c5ca5fa2fb4a1a">tvm::TypeMutator</a>
-, <a class="el" href="classtvm_1_1TypeVisitor.html#a11378b4db6f704c04a97bec1c8ea8261">tvm::TypeVisitor</a>
+: <a class="el" href="classtvm_1_1TypeFunctor_3_01R_07const_01Type_01_6n_00_01Args_8_8_8_08_4.html#aff7dbebbf8fd2fdd5ce9dd23a85fa36f">tvm::TypeFunctor< R(const Type &n, Args...)></a>
+, <a class="el" href="classtvm_1_1TypeMutator.html#a9c2d7e1a52faac66f55896ecde3f2211">tvm::TypeMutator</a>
+, <a class="el" href="classtvm_1_1TypeVisitor.html#ac8845fbf58c1a1f0ebc23c7ee403aaab">tvm::TypeVisitor</a>
</li>
<li>VisitTypeDefault_()
: <a class="el" href="classtvm_1_1TypeFunctor_3_01R_07const_01Type_01_6n_00_01Args_8_8_8_08_4.html#a91553f9e04c39b3821a70ae4f7b0c597">tvm::TypeFunctor< R(const Type &n, Args...)></a>
@@ -505,7 +505,7 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="structtvm_1_1runtime_1_1vm_1_1VMFrame.html#a8f8c990ee4fa7cb7472f5440f2ca3bde">tvm::runtime::vm::VMFrame</a>
</li>
<li>VMFunction()
-: <a class="el" href="structtvm_1_1runtime_1_1vm_1_1VMFunction.html#a49ca45b1b44655ea5e4fbb74966e0b35">tvm::runtime::vm::VMFunction</a>
+: <a class="el" href="structtvm_1_1runtime_1_1vm_1_1VMFunction.html#ac0a863bff962be11a964e569c9fb2df3">tvm::runtime::vm::VMFunction</a>
</li>
<li>Void()
: <a class="el" href="classtvm_1_1runtime_1_1DataType.html#ab8dc0832aff8fd7421884c0fe20a3bfd">tvm::runtime::DataType</a>
diff --git a/docs/api/doxygen/functions_vars_a.html b/docs/api/doxygen/functions_vars_a.html
index 5a65e4e..7383dbe 100644
--- a/docs/api/doxygen/functions_vars_a.html
+++ b/docs/api/doxygen/functions_vars_a.html
@@ -235,11 +235,13 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
, <a class="el" href="structtvm_1_1relay_1_1LRNAttrs.html#ae6ae92cfb678102583726073854cde80">tvm::relay::LRNAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1OneHotAttrs.html#a8287fc14b2ad6671f6ab51ba77134aa1">tvm::relay::OneHotAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1PReluAttrs.html#a754f4d5b74e0662ad598781f105bc3b7">tvm::relay::PReluAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1DequantizeAttrs.html#a1af4a4d3db2c6b5addc98cca7372f571">tvm::relay::qnn::DequantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1QuantizeAttrs.html#a59eb1cf9ac723b0f03512c5ba16f1c8b">tvm::relay::qnn::QuantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1qnn_1_1RequantizeAttrs.html#a0dbe4aa881fcb9dfdfe43508df598a01">tvm::relay::qnn::RequantizeAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReduceAttrs.html#a175e6ed9d20ee26ae62f2f9e852bd858">tvm::relay::ReduceAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1RepeatAttrs.html#a91f67f0c8914efd2b7359eea9074b43f">tvm::relay::RepeatAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ReverseAttrs.html#a0fe0a352985941489400e211799f1b8a">tvm::relay::ReverseAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1ScatterAddAttrs.html#a641f7409b6194a04a6a9889fe19dc3fb">tvm::relay::ScatterAddAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1ScatterAttrs.html#a5ada9836e19157a53637c14f9318fb64">tvm::relay::ScatterAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1SequenceMaskAttrs.html#a7273f14f80b4dbaf455b47d7a2f6ad46">tvm::relay::SequenceMaskAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1SoftmaxAttrs.html#a0416be34a3c1df62133a06cdec50f6c5">tvm::relay::SoftmaxAttrs</a>
diff --git a/docs/api/doxygen/functions_vars_f.html b/docs/api/doxygen/functions_vars_f.html
index bac29e8..eff5274 100644
--- a/docs/api/doxygen/functions_vars_f.html
+++ b/docs/api/doxygen/functions_vars_f.html
@@ -207,8 +207,8 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>funcs
: <a class="el" href="structTVMFuncRegistry.html#a25badb00e205aaa5c317bd61a4b88d96">TVMFuncRegistry</a>
</li>
-<li>function_
-: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#ad0196f5291f35ce7077118795681f442">tvm::relay::DFPatternCallbackNode</a>
+<li>function
+: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#a878e6e49af2466c49ffd9fcfe7f609fa">tvm::relay::DFPatternCallbackNode</a>
</li>
<li>functions
: <a class="el" href="classtvm_1_1IRModuleNode.html#a88423026ad43fa60158bc9a647704d93">tvm::IRModuleNode</a>
diff --git a/docs/api/doxygen/functions_vars_m.html b/docs/api/doxygen/functions_vars_m.html
index 94bc90f..ba76b6a 100644
--- a/docs/api/doxygen/functions_vars_m.html
+++ b/docs/api/doxygen/functions_vars_m.html
@@ -179,6 +179,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>modular_set
: <a class="el" href="classtvm_1_1arith_1_1Analyzer.html#acac92a9522deabe289fea99efbd9eaec">tvm::arith::Analyzer</a>
</li>
+<li>multiplier
+: <a class="el" href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html#a317374d804a576b50d9a51e4a8ee3ff2">tvm::relay::FixedPointMultiplyAttrs</a>
+</li>
</ul>
</div><!-- contents -->
<!-- start footer part -->
diff --git a/docs/api/doxygen/functions_vars_n.html b/docs/api/doxygen/functions_vars_n.html
index 913afdd..e81dd80 100644
--- a/docs/api/doxygen/functions_vars_n.html
+++ b/docs/api/doxygen/functions_vars_n.html
@@ -161,6 +161,8 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
</li>
<li>newshape
: <a class="el" href="structtvm_1_1relay_1_1ReshapeAttrs.html#a9bca32c3acff2ed8fd6bc63a50f82051">tvm::relay::ReshapeAttrs</a>
+, <a class="el" href="structtvm_1_1relay_1_1ReshapeTensorAttrs.html#aaacd1ab5124b54316a9e1f3ef5a5ec3c">tvm::relay::ReshapeTensorAttrs</a>
+, <a class="el" href="structtvm_1_1runtime_1_1vm_1_1Instruction.html#a5602ccf14b6bd90e33a38c6ab82b0b57">tvm::runtime::vm::Instruction</a>
</li>
<li>node
: <a class="el" href="classtvm_1_1tir_1_1AttrStmtNode.html#a7dbc9628c9f3f35deaccf0526be4f699">tvm::tir::AttrStmtNode</a>
diff --git a/docs/api/doxygen/functions_vars_p.html b/docs/api/doxygen/functions_vars_p.html
index 86edda3..f8219cf 100644
--- a/docs/api/doxygen/functions_vars_p.html
+++ b/docs/api/doxygen/functions_vars_p.html
@@ -188,12 +188,10 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>pattern
: <a class="el" href="classtvm_1_1relay_1_1AttrPatternNode.html#a4ccb04267d93985da28518886b56ed2f">tvm::relay::AttrPatternNode</a>
, <a class="el" href="classtvm_1_1relay_1_1DataTypePatternNode.html#aa9bd180d1d23dde701d121d23db8c51a">tvm::relay::DataTypePatternNode</a>
+, <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#acfe3e9170d4c05ff59f3056b79ae58bb">tvm::relay::DFPatternCallbackNode</a>
, <a class="el" href="classtvm_1_1relay_1_1ShapePatternNode.html#a77130ba4e4b1b051415a08a6c0148d30">tvm::relay::ShapePatternNode</a>
, <a class="el" href="classtvm_1_1relay_1_1TypePatternNode.html#a7273a1fa7c10a1c4a5f3a4d46bcd463a">tvm::relay::TypePatternNode</a>
</li>
-<li>pattern_
-: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#aedf26eb9299c184982f11bebdaca816f">tvm::relay::DFPatternCallbackNode</a>
-</li>
<li>patterns
: <a class="el" href="classtvm_1_1relay_1_1PatternConstructorNode.html#a0a09dff6a8e84eee02f6af3b2f523894">tvm::relay::PatternConstructorNode</a>
, <a class="el" href="classtvm_1_1relay_1_1PatternTupleNode.html#aaf8d4cf8916e845d4528b8286c8d4095">tvm::relay::PatternTupleNode</a>
diff --git a/docs/api/doxygen/functions_vars_r.html b/docs/api/doxygen/functions_vars_r.html
index e531927..2a637cf 100644
--- a/docs/api/doxygen/functions_vars_r.html
+++ b/docs/api/doxygen/functions_vars_r.html
@@ -176,12 +176,18 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<li>reps
: <a class="el" href="structtvm_1_1relay_1_1TileAttrs.html#acac0351f86c23beb264227981424022e">tvm::relay::TileAttrs</a>
</li>
+<li>require_type
+: <a class="el" href="classtvm_1_1relay_1_1DFPatternCallbackNode.html#acf0cbf5a96eb4c9000b770b7adbd9d32">tvm::relay::DFPatternCallbackNode</a>
+</li>
<li>required
: <a class="el" href="classtvm_1_1transform_1_1PassInfoNode.html#abc4fdfbc0e6db41ae6296d7b2816b534">tvm::transform::PassInfoNode</a>
</li>
<li>required_pass
: <a class="el" href="classtvm_1_1transform_1_1PassContextNode.html#a029074685b6cfcc0431098697f2bc927">tvm::transform::PassContextNode</a>
</li>
+<li>reshape_tensor
+: <a class="el" href="structtvm_1_1runtime_1_1vm_1_1Instruction.html#abaeafca3419a4169d60cd2164a360607">tvm::runtime::vm::Instruction</a>
+</li>
<li>result
: <a class="el" href="structtvm_1_1runtime_1_1vm_1_1Instruction.html#ae0d33229af059c727db2abd3616660e0">tvm::runtime::vm::Instruction</a>
, <a class="el" href="classtvm_1_1tir_1_1CommReducerNode.html#a7030917568a088215da423fc56882814">tvm::tir::CommReducerNode</a>
diff --git a/docs/api/doxygen/functions_vars_s.html b/docs/api/doxygen/functions_vars_s.html
index c80a946..57d6c6a 100644
--- a/docs/api/doxygen/functions_vars_s.html
+++ b/docs/api/doxygen/functions_vars_s.html
@@ -212,6 +212,9 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
: <a class="el" href="structtvm_1_1detail_1_1ImplSHashReduce.html#a52b81cd95647e6f528636cfc25c48310">tvm::detail::ImplSHashReduce< T, bool ></a>
, <a class="el" href="structtvm_1_1detail_1_1SelectSHashReduce.html#a15d1f727168445c18ee9d30fa37084cb">tvm::detail::SelectSHashReduce< T, TraitName, bool ></a>
</li>
+<li>shift
+: <a class="el" href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html#ac5095656867b0bad8cd53d0f957a1d9d">tvm::relay::FixedPointMultiplyAttrs</a>
+</li>
<li>size
: <a class="el" href="structtvm_1_1relay_1_1LRNAttrs.html#a3758ed1f8a8bcf73008ae1dd2bfa148e">tvm::relay::LRNAttrs</a>
, <a class="el" href="structtvm_1_1relay_1_1Resize3dAttrs.html#a2da618179ab37ba3c026b60b10af2af6">tvm::relay::Resize3dAttrs</a>
diff --git a/docs/api/doxygen/hierarchy.html b/docs/api/doxygen/hierarchy.html
index bdaa537..5861b5f 100644
--- a/docs/api/doxygen/hierarchy.html
+++ b/docs/api/doxygen/hierarchy.html
@@ -389,136 +389,144 @@ This inheritance list is sorted roughly, but not completely, alphabetically:</di
<tr id="row_160_7_34_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1DeformableConv2DAttrs.html" target="_self">tvm::relay::DeformableConv2DAttrs</a></td><td class="desc">Attributes for DeformableConv2D operator </td></tr>
<tr id="row_160_7_35_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_35_" class="arrow" onclick="toggleFolder('160_7_35_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< DenseAttrs ></a></td><td class="desc"></td></tr>
<tr id="row_160_7_35_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1DenseAttrs.html" target="_self">tvm::relay::DenseAttrs</a></td><td class="desc">Attributes for dense operator </td></tr>
-<tr id="row_160_7_36_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_36_" class="arrow" onclick="toggleFolder('160_7_36_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< DeviceCopyAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_36_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1DeviceCopyAttrs.html" target="_self">tvm::relay::DeviceCopyAttrs</a></td><td class="desc">Options for the device copy operators </td></tr>
-<tr id="row_160_7_37_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_37_" class="arrow" onclick="toggleFolder('160_7_37_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< DilateAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_37_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1DilateAttrs.html" target="_self">tvm::relay::DilateAttrs</a></td><td class="desc">Attributes used in dilate operator </td></tr>
-<tr id="row_160_7_38_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_38_" class="arrow" onclick="toggleFolder('160_7_38_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< Dilation2DAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_38_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1Dilation2DAttrs.html" target="_self">tvm::relay::Dilation2DAttrs</a></td><td class="desc">Attributes used in dilation operators </td></tr>
-<tr id="row_160_7_39_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_39_" class="arrow" onclick="toggleFolder('160_7_39_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< DropoutAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_39_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1DropoutAttrs.html" target="_self">tvm::relay::DropoutAttrs</a></td><td class="desc">Attributes used in dropout operator </td></tr>
-<tr id="row_160_7_40_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_40_" class="arrow" onclick="toggleFolder('160_7_40_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ExpandDimsAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_40_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ExpandDimsAttrs.html" target="_self">tvm::relay::ExpandDimsAttrs</a></td><td class="desc">Attributes used in expand_dims operators </td></tr>
-<tr id="row_160_7_41_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_41_" class="arrow" onclick="toggleFolder('160_7_41_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< FIFOBufferAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_41_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1FIFOBufferAttrs.html" target="_self">tvm::relay::FIFOBufferAttrs</a></td><td class="desc">Attributes for FIFO buffer operator </td></tr>
-<tr id="row_160_7_42_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_42_" class="arrow" onclick="toggleFolder('160_7_42_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< GatherAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_42_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GatherAttrs.html" target="_self">tvm::relay::GatherAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_160_7_43_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_43_" class="arrow" onclick="toggleFolder('160_7_43_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< GetValidCountsAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_43_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GetValidCountsAttrs.html" target="_self">tvm::relay::GetValidCountsAttrs</a></td><td class="desc">Attributes used in get_valid_counts operator </td></tr>
-<tr id="row_160_7_44_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_44_" class="arrow" onclick="toggleFolder('160_7_44_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< GlobalPool2DAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_44_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GlobalPool2DAttrs.html" target="_self">tvm::relay::GlobalPool2DAttrs</a></td><td class="desc">Attributes for global pool operator </td></tr>
-<tr id="row_160_7_45_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_45_" class="arrow" onclick="toggleFolder('160_7_45_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< GridSampleAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_45_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GridSampleAttrs.html" target="_self">tvm::relay::GridSampleAttrs</a></td><td class="desc">Attributes used in image grid_sample operator </td></tr>
-<tr id="row_160_7_46_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_46_" class="arrow" onclick="toggleFolder('160_7_46_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< GroupNormAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_46_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GroupNormAttrs.html" target="_self">tvm::relay::GroupNormAttrs</a></td><td class="desc">Attributes used in group_norm operator </td></tr>
-<tr id="row_160_7_47_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_47_" class="arrow" onclick="toggleFolder('160_7_47_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< InitOpAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_47_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1InitOpAttrs.html" target="_self">tvm::relay::InitOpAttrs</a></td><td class="desc">Attributes that specify a tensor </td></tr>
-<tr id="row_160_7_48_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_48_" class="arrow" onclick="toggleFolder('160_7_48_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< InstanceNormAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_48_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1InstanceNormAttrs.html" target="_self">tvm::relay::InstanceNormAttrs</a></td><td class="desc">Attributes used in instance_norm operator </td></tr>
-<tr id="row_160_7_49_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_49_" class="arrow" onclick="toggleFolder('160_7_49_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< L2NormalizeAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_49_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1L2NormalizeAttrs.html" target="_self">tvm::relay::L2NormalizeAttrs</a></td><td class="desc">Attributes for L2Normalize operator </td></tr>
-<tr id="row_160_7_50_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_50_" class="arrow" onclick="toggleFolder('160_7_50_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< LayerNormAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_50_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LayerNormAttrs.html" target="_self">tvm::relay::LayerNormAttrs</a></td><td class="desc">Attributes used in layer_norm operator </td></tr>
-<tr id="row_160_7_51_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_51_" class="arrow" onclick="toggleFolder('160_7_51_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< LayoutTransformAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_51_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LayoutTransformAttrs.html" target="_self">tvm::relay::LayoutTransformAttrs</a></td><td class="desc">Attributes for LayoutTransform operator </td></tr>
-<tr id="row_160_7_52_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_52_" class="arrow" onclick="toggleFolder('160_7_52_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< LeakyReluAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_52_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LeakyReluAttrs.html" target="_self">tvm::relay::LeakyReluAttrs</a></td><td class="desc">Attributes for leaky relu operator </td></tr>
-<tr id="row_160_7_53_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_53_" class="arrow" onclick="toggleFolder('160_7_53_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< LRNAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_53_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LRNAttrs.html" target="_self">tvm::relay::LRNAttrs</a></td><td class="desc">Attributes for LRN operator </td></tr>
-<tr id="row_160_7_54_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_54_" class="arrow" onclick="toggleFolder('160_7_54_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MaxPool1DAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_54_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool1DAttrs.html" target="_self">tvm::relay::MaxPool1DAttrs</a></td><td class="desc">Attributes for 1D max pool operator </td></tr>
-<tr id="row_160_7_55_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_55_" class="arrow" onclick="toggleFolder('160_7_55_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MaxPool2DAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_55_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool2DAttrs.html" target="_self">tvm::relay::MaxPool2DAttrs</a></td><td class="desc">Attributes for max pool operator </td></tr>
-<tr id="row_160_7_56_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_56_" class="arrow" onclick="toggleFolder('160_7_56_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MaxPool3DAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_56_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool3DAttrs.html" target="_self">tvm::relay::MaxPool3DAttrs</a></td><td class="desc">Attributes for 3D max pool operator </td></tr>
-<tr id="row_160_7_57_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_57_" class="arrow" onclick="toggleFolder('160_7_57_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MeshgridAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_57_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MeshgridAttrs.html" target="_self">tvm::relay::MeshgridAttrs</a></td><td class="desc">Attributes used in meshgrid operators </td></tr>
-<tr id="row_160_7_58_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_58_" class="arrow" onclick="toggleFolder('160_7_58_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MirrorPadAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_58_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MirrorPadAttrs.html" target="_self">tvm::relay::MirrorPadAttrs</a></td><td class="desc">Attributes used for the MirrorPadding operator </td></tr>
-<tr id="row_160_7_59_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_59_" class="arrow" onclick="toggleFolder('160_7_59_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MultiBoxPriorAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_59_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MultiBoxPriorAttrs.html" target="_self">tvm::relay::MultiBoxPriorAttrs</a></td><td class="desc">Attributes used in multibox_prior operators </td></tr>
-<tr id="row_160_7_60_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_60_" class="arrow" onclick="toggleFolder('160_7_60_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MultiBoxTransformLocAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_60_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MultiBoxTransformLocAttrs.html" target="_self">tvm::relay::MultiBoxTransformLocAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_160_7_61_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_61_" class="arrow" onclick="toggleFolder('160_7_61_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< NdarraySizeAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_61_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1NdarraySizeAttrs.html" target="_self">tvm::relay::NdarraySizeAttrs</a></td><td class="desc">Attributes for ndarray_size operator </td></tr>
-<tr id="row_160_7_62_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_62_" class="arrow" onclick="toggleFolder('160_7_62_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< NonMaximumSuppressionAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_62_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1NonMaximumSuppressionAttrs.html" target="_self">tvm::relay::NonMaximumSuppressionAttrs</a></td><td class="desc">Attributes used in non_maximum_suppression operator </td></tr>
-<tr id="row_160_7_63_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_63_" class="arrow" onclick="toggleFolder('160_7_63_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< OnDeviceAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_63_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1OnDeviceAttrs.html" target="_self">tvm::relay::OnDeviceAttrs</a></td><td class="desc">Options for the device annotation operators </td></tr>
-<tr id="row_160_7_64_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_64_" class="arrow" onclick="toggleFolder('160_7_64_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< OneHotAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_64_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1OneHotAttrs.html" target="_self">tvm::relay::OneHotAttrs</a></td><td class="desc">Attributes used in one-hot operator </td></tr>
-<tr id="row_160_7_65_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_65_" class="arrow" onclick="toggleFolder('160_7_65_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< PadAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_65_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1PadAttrs.html" target="_self">tvm::relay::PadAttrs</a></td><td class="desc">Attributes used for the padding operator </td></tr>
-<tr id="row_160_7_66_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_66_" class="arrow" onclick="toggleFolder('160_7_66_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< PReluAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_66_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1PReluAttrs.html" target="_self">tvm::relay::PReluAttrs</a></td><td class="desc">Attributes for prelu operator </td></tr>
-<tr id="row_160_7_67_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_67_" class="arrow" onclick="toggleFolder('160_7_67_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ProposalAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_67_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ProposalAttrs.html" target="_self">tvm::relay::ProposalAttrs</a></td><td class="desc">Attributes used in proposal operators </td></tr>
-<tr id="row_160_7_68_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_68_" class="arrow" onclick="toggleFolder('160_7_68_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< QuantizeAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_68_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1qnn_1_1QuantizeAttrs.html" target="_self">tvm::relay::qnn::QuantizeAttrs</a></td><td class="desc">Attribute for quantize operator </td></tr>
-<tr id="row_160_7_69_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_69_" class="arrow" onclick="toggleFolder('160_7_69_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ReduceAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_69_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReduceAttrs.html" target="_self">tvm::relay::ReduceAttrs</a></td><td class="desc">Attributes for Reduce operators </td></tr>
-<tr id="row_160_7_70_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_70_" class="arrow" onclick="toggleFolder('160_7_70_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< RepeatAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_70_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1RepeatAttrs.html" target="_self">tvm::relay::RepeatAttrs</a></td><td class="desc">Attributes used in repeat operators </td></tr>
-<tr id="row_160_7_71_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_71_" class="arrow" onclick="toggleFolder('160_7_71_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< RequantizeAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_71_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1qnn_1_1RequantizeAttrs.html" target="_self">tvm::relay::qnn::RequantizeAttrs</a></td><td class="desc">Attribute for requantize operator </td></tr>
-<tr id="row_160_7_72_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_72_" class="arrow" onclick="toggleFolder('160_7_72_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ReshapeAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_72_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReshapeAttrs.html" target="_self">tvm::relay::ReshapeAttrs</a></td><td class="desc">Attributes used in reshape operators </td></tr>
-<tr id="row_160_7_73_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_73_" class="arrow" onclick="toggleFolder('160_7_73_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< Resize3dAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_73_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1Resize3dAttrs.html" target="_self">tvm::relay::Resize3dAttrs</a></td><td class="desc">Attributes used in image resize3d operator </td></tr>
-<tr id="row_160_7_74_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_74_" class="arrow" onclick="toggleFolder('160_7_74_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ResizeAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_74_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ResizeAttrs.html" target="_self">tvm::relay::ResizeAttrs</a></td><td class="desc">Attributes used in image resize operator </td></tr>
-<tr id="row_160_7_75_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_75_" class="arrow" onclick="toggleFolder('160_7_75_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ReverseAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_75_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReverseAttrs.html" target="_self">tvm::relay::ReverseAttrs</a></td><td class="desc">Attributes used in reverse operators </td></tr>
-<tr id="row_160_7_76_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_76_" class="arrow" onclick="toggleFolder('160_7_76_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ReverseSequenceAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_76_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html" target="_self">tvm::relay::ReverseSequenceAttrs</a></td><td class="desc">Attributes used in reverse_sequence operators </td></tr>
-<tr id="row_160_7_77_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_77_" class="arrow" onclick="toggleFolder('160_7_77_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ROIAlignAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_77_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ROIAlignAttrs.html" target="_self">tvm::relay::ROIAlignAttrs</a></td><td class="desc">Attributes used in roi_align operators </td></tr>
-<tr id="row_160_7_78_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_78_" class="arrow" onclick="toggleFolder('160_7_78_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ROIPoolAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_78_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ROIPoolAttrs.html" target="_self">tvm::relay::ROIPoolAttrs</a></td><td class="desc">Attributes used in roi_pool operators </td></tr>
-<tr id="row_160_7_79_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_79_" class="arrow" onclick="toggleFolder('160_7_79_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ScatterAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_79_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ScatterAttrs.html" target="_self">tvm::relay::ScatterAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_160_7_80_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_80_" class="arrow" onclick="toggleFolder('160_7_80_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SequenceMaskAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_80_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SequenceMaskAttrs.html" target="_self">tvm::relay::SequenceMaskAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_160_7_81_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_81_" class="arrow" onclick="toggleFolder('160_7_81_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ShapeFuncAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_81_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ShapeFuncAttrs.html" target="_self">tvm::relay::ShapeFuncAttrs</a></td><td class="desc">Options for the shape function operator </td></tr>
-<tr id="row_160_7_82_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_82_" class="arrow" onclick="toggleFolder('160_7_82_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ShapeOfAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_82_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ShapeOfAttrs.html" target="_self">tvm::relay::ShapeOfAttrs</a></td><td class="desc">Attributes for ShapeOf operator </td></tr>
-<tr id="row_160_7_83_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_83_" class="arrow" onclick="toggleFolder('160_7_83_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SliceLikeAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_83_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SliceLikeAttrs.html" target="_self">tvm::relay::SliceLikeAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_160_7_84_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_84_" class="arrow" onclick="toggleFolder('160_7_84_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SoftmaxAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_84_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SoftmaxAttrs.html" target="_self">tvm::relay::SoftmaxAttrs</a></td><td class="desc">Attributes used in softmax operators </td></tr>
-<tr id="row_160_7_85_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_85_" class="arrow" onclick="toggleFolder('160_7_85_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SparseDenseAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_85_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseDenseAttrs.html" target="_self">tvm::relay::SparseDenseAttrs</a></td><td class="desc">Attributes for sparse_dense operator </td></tr>
-<tr id="row_160_7_86_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_86_" class="arrow" onclick="toggleFolder('160_7_86_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SparseToDenseAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_86_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseToDenseAttrs.html" target="_self">tvm::relay::SparseToDenseAttrs</a></td><td class="desc">Attributes used in sparse_to_dense operator </td></tr>
-<tr id="row_160_7_87_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_87_" class="arrow" onclick="toggleFolder('160_7_87_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SparseTransposeAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_87_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseTransposeAttrs.html" target="_self">tvm::relay::SparseTransposeAttrs</a></td><td class="desc">Attributes for sparse_transpose operator </td></tr>
-<tr id="row_160_7_88_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_88_" class="arrow" onclick="toggleFolder('160_7_88_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SplitAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_88_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SplitAttrs.html" target="_self">tvm::relay::SplitAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_160_7_89_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_89_" class="arrow" onclick="toggleFolder('160_7_89_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SqueezeAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_89_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SqueezeAttrs.html" target="_self">tvm::relay::SqueezeAttrs</a></td><td class="desc">Attributes used in squeeze operators </td></tr>
-<tr id="row_160_7_90_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_90_" class="arrow" onclick="toggleFolder('160_7_90_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< StackAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_90_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1StackAttrs.html" target="_self">tvm::relay::StackAttrs</a></td><td class="desc">Attributes used in stack operators </td></tr>
-<tr id="row_160_7_91_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_91_" class="arrow" onclick="toggleFolder('160_7_91_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< StridedSliceAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_91_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1StridedSliceAttrs.html" target="_self">tvm::relay::StridedSliceAttrs</a></td><td class="desc">Attributes for StridedSlice operator </td></tr>
-<tr id="row_160_7_92_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_92_" class="arrow" onclick="toggleFolder('160_7_92_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SubPixelAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_92_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SubPixelAttrs.html" target="_self">tvm::relay::SubPixelAttrs</a></td><td class="desc">Attributes used in subpixel operators </td></tr>
-<tr id="row_160_7_93_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_93_" class="arrow" onclick="toggleFolder('160_7_93_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< TakeAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_93_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TakeAttrs.html" target="_self">tvm::relay::TakeAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_160_7_94_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_94_" class="arrow" onclick="toggleFolder('160_7_94_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< TileAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_94_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TileAttrs.html" target="_self">tvm::relay::TileAttrs</a></td><td class="desc">Attributes used in tile operators </td></tr>
-<tr id="row_160_7_95_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_95_" class="arrow" onclick="toggleFolder('160_7_95_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< TopKAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_95_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TopKAttrs.html" target="_self">tvm::relay::TopKAttrs</a></td><td class="desc"></td></tr>
-<tr id="row_160_7_96_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_96_" class="arrow" onclick="toggleFolder('160_7_96_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< TransposeAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_96_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TransposeAttrs.html" target="_self">tvm::relay::TransposeAttrs</a></td><td class="desc">Attributes used in transpose operators </td></tr>
-<tr id="row_160_7_97_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_97_" class="arrow" onclick="toggleFolder('160_7_97_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< UpSampling3DAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_97_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1UpSampling3DAttrs.html" target="_self">tvm::relay::UpSampling3DAttrs</a></td><td class="desc">Attributes for upsampling3d operator </td></tr>
-<tr id="row_160_7_98_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_98_" class="arrow" onclick="toggleFolder('160_7_98_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< UpSamplingAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_98_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1UpSamplingAttrs.html" target="_self">tvm::relay::UpSamplingAttrs</a></td><td class="desc">Attributes for upsampling operator </td></tr>
-<tr id="row_160_7_99_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_99_" class="arrow" onclick="toggleFolder('160_7_99_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< YoloReorgAttrs ></a></td><td class="desc"></td></tr>
-<tr id="row_160_7_99_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1YoloReorgAttrs.html" target="_self">tvm::relay::YoloReorgAttrs</a></td><td class="desc">Attributes used in yolo reorg operators </td></tr>
-<tr id="row_160_7_100_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< DerivedType ></a></td><td class="desc">The base class of the all the Use "curiously recurring template pattern" </td></tr>
-<tr id="row_160_7_101_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1DictAttrsNode.html" target="_self">tvm::DictAttrsNode</a></td><td class="desc">Specialized attribute type that is backed by a map. The <a class="el" href="classtvm_1_1DictAttrsNode.html" title="Specialized attribute type that is backed by a map. The DictAttrsNode implements the Att [...]
+<tr id="row_160_7_36_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_36_" class="arrow" onclick="toggleFolder('160_7_36_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< DequantizeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_36_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1qnn_1_1DequantizeAttrs.html" target="_self">tvm::relay::qnn::DequantizeAttrs</a></td><td class="desc">Attribute for dequantize operator </td></tr>
+<tr id="row_160_7_37_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_37_" class="arrow" onclick="toggleFolder('160_7_37_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< DeviceCopyAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_37_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1DeviceCopyAttrs.html" target="_self">tvm::relay::DeviceCopyAttrs</a></td><td class="desc">Options for the device copy operators </td></tr>
+<tr id="row_160_7_38_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_38_" class="arrow" onclick="toggleFolder('160_7_38_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< DilateAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_38_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1DilateAttrs.html" target="_self">tvm::relay::DilateAttrs</a></td><td class="desc">Attributes used in dilate operator </td></tr>
+<tr id="row_160_7_39_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_39_" class="arrow" onclick="toggleFolder('160_7_39_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< Dilation2DAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_39_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1Dilation2DAttrs.html" target="_self">tvm::relay::Dilation2DAttrs</a></td><td class="desc">Attributes used in dilation operators </td></tr>
+<tr id="row_160_7_40_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_40_" class="arrow" onclick="toggleFolder('160_7_40_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< DropoutAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_40_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1DropoutAttrs.html" target="_self">tvm::relay::DropoutAttrs</a></td><td class="desc">Attributes used in dropout operator </td></tr>
+<tr id="row_160_7_41_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_41_" class="arrow" onclick="toggleFolder('160_7_41_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ExpandDimsAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_41_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ExpandDimsAttrs.html" target="_self">tvm::relay::ExpandDimsAttrs</a></td><td class="desc">Attributes used in expand_dims operators </td></tr>
+<tr id="row_160_7_42_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_42_" class="arrow" onclick="toggleFolder('160_7_42_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< FIFOBufferAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_42_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1FIFOBufferAttrs.html" target="_self">tvm::relay::FIFOBufferAttrs</a></td><td class="desc">Attributes for FIFO buffer operator </td></tr>
+<tr id="row_160_7_43_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_43_" class="arrow" onclick="toggleFolder('160_7_43_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< FixedPointMultiplyAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_43_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html" target="_self">tvm::relay::FixedPointMultiplyAttrs</a></td><td class="desc">Attributes for FixedPointMultiply operator </td></tr>
+<tr id="row_160_7_44_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_44_" class="arrow" onclick="toggleFolder('160_7_44_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< GatherAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_44_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GatherAttrs.html" target="_self">tvm::relay::GatherAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_160_7_45_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_45_" class="arrow" onclick="toggleFolder('160_7_45_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< GetValidCountsAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_45_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GetValidCountsAttrs.html" target="_self">tvm::relay::GetValidCountsAttrs</a></td><td class="desc">Attributes used in get_valid_counts operator </td></tr>
+<tr id="row_160_7_46_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_46_" class="arrow" onclick="toggleFolder('160_7_46_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< GlobalPool2DAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_46_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GlobalPool2DAttrs.html" target="_self">tvm::relay::GlobalPool2DAttrs</a></td><td class="desc">Attributes for global pool operator </td></tr>
+<tr id="row_160_7_47_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_47_" class="arrow" onclick="toggleFolder('160_7_47_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< GridSampleAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_47_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GridSampleAttrs.html" target="_self">tvm::relay::GridSampleAttrs</a></td><td class="desc">Attributes used in image grid_sample operator </td></tr>
+<tr id="row_160_7_48_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_48_" class="arrow" onclick="toggleFolder('160_7_48_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< GroupNormAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_48_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1GroupNormAttrs.html" target="_self">tvm::relay::GroupNormAttrs</a></td><td class="desc">Attributes used in group_norm operator </td></tr>
+<tr id="row_160_7_49_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_49_" class="arrow" onclick="toggleFolder('160_7_49_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< InitOpAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_49_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1InitOpAttrs.html" target="_self">tvm::relay::InitOpAttrs</a></td><td class="desc">Attributes that specify a tensor </td></tr>
+<tr id="row_160_7_50_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_50_" class="arrow" onclick="toggleFolder('160_7_50_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< InstanceNormAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_50_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1InstanceNormAttrs.html" target="_self">tvm::relay::InstanceNormAttrs</a></td><td class="desc">Attributes used in instance_norm operator </td></tr>
+<tr id="row_160_7_51_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_51_" class="arrow" onclick="toggleFolder('160_7_51_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< L2NormalizeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_51_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1L2NormalizeAttrs.html" target="_self">tvm::relay::L2NormalizeAttrs</a></td><td class="desc">Attributes for L2Normalize operator </td></tr>
+<tr id="row_160_7_52_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_52_" class="arrow" onclick="toggleFolder('160_7_52_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< LayerNormAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_52_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LayerNormAttrs.html" target="_self">tvm::relay::LayerNormAttrs</a></td><td class="desc">Attributes used in layer_norm operator </td></tr>
+<tr id="row_160_7_53_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_53_" class="arrow" onclick="toggleFolder('160_7_53_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< LayoutTransformAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_53_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LayoutTransformAttrs.html" target="_self">tvm::relay::LayoutTransformAttrs</a></td><td class="desc">Attributes for LayoutTransform operator </td></tr>
+<tr id="row_160_7_54_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_54_" class="arrow" onclick="toggleFolder('160_7_54_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< LeakyReluAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_54_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LeakyReluAttrs.html" target="_self">tvm::relay::LeakyReluAttrs</a></td><td class="desc">Attributes for leaky relu operator </td></tr>
+<tr id="row_160_7_55_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_55_" class="arrow" onclick="toggleFolder('160_7_55_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< LRNAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_55_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1LRNAttrs.html" target="_self">tvm::relay::LRNAttrs</a></td><td class="desc">Attributes for LRN operator </td></tr>
+<tr id="row_160_7_56_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_56_" class="arrow" onclick="toggleFolder('160_7_56_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MaxPool1DAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_56_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool1DAttrs.html" target="_self">tvm::relay::MaxPool1DAttrs</a></td><td class="desc">Attributes for 1D max pool operator </td></tr>
+<tr id="row_160_7_57_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_57_" class="arrow" onclick="toggleFolder('160_7_57_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MaxPool2DAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_57_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool2DAttrs.html" target="_self">tvm::relay::MaxPool2DAttrs</a></td><td class="desc">Attributes for max pool operator </td></tr>
+<tr id="row_160_7_58_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_58_" class="arrow" onclick="toggleFolder('160_7_58_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MaxPool3DAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_58_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MaxPool3DAttrs.html" target="_self">tvm::relay::MaxPool3DAttrs</a></td><td class="desc">Attributes for 3D max pool operator </td></tr>
+<tr id="row_160_7_59_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_59_" class="arrow" onclick="toggleFolder('160_7_59_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MeshgridAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_59_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MeshgridAttrs.html" target="_self">tvm::relay::MeshgridAttrs</a></td><td class="desc">Attributes used in meshgrid operators </td></tr>
+<tr id="row_160_7_60_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_60_" class="arrow" onclick="toggleFolder('160_7_60_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MirrorPadAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_60_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MirrorPadAttrs.html" target="_self">tvm::relay::MirrorPadAttrs</a></td><td class="desc">Attributes used for the MirrorPadding operator </td></tr>
+<tr id="row_160_7_61_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_61_" class="arrow" onclick="toggleFolder('160_7_61_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MultiBoxPriorAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_61_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MultiBoxPriorAttrs.html" target="_self">tvm::relay::MultiBoxPriorAttrs</a></td><td class="desc">Attributes used in multibox_prior operators </td></tr>
+<tr id="row_160_7_62_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_62_" class="arrow" onclick="toggleFolder('160_7_62_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< MultiBoxTransformLocAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_62_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1MultiBoxTransformLocAttrs.html" target="_self">tvm::relay::MultiBoxTransformLocAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_160_7_63_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_63_" class="arrow" onclick="toggleFolder('160_7_63_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< NdarraySizeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_63_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1NdarraySizeAttrs.html" target="_self">tvm::relay::NdarraySizeAttrs</a></td><td class="desc">Attributes for ndarray_size operator </td></tr>
+<tr id="row_160_7_64_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_64_" class="arrow" onclick="toggleFolder('160_7_64_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< NonMaximumSuppressionAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_64_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1NonMaximumSuppressionAttrs.html" target="_self">tvm::relay::NonMaximumSuppressionAttrs</a></td><td class="desc">Attributes used in non_maximum_suppression operator </td></tr>
+<tr id="row_160_7_65_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_65_" class="arrow" onclick="toggleFolder('160_7_65_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< OnDeviceAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_65_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1OnDeviceAttrs.html" target="_self">tvm::relay::OnDeviceAttrs</a></td><td class="desc">Options for the device annotation operators </td></tr>
+<tr id="row_160_7_66_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_66_" class="arrow" onclick="toggleFolder('160_7_66_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< OneHotAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_66_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1OneHotAttrs.html" target="_self">tvm::relay::OneHotAttrs</a></td><td class="desc">Attributes used in one-hot operator </td></tr>
+<tr id="row_160_7_67_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_67_" class="arrow" onclick="toggleFolder('160_7_67_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< PadAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_67_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1PadAttrs.html" target="_self">tvm::relay::PadAttrs</a></td><td class="desc">Attributes used for the padding operator </td></tr>
+<tr id="row_160_7_68_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_68_" class="arrow" onclick="toggleFolder('160_7_68_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< PReluAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_68_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1PReluAttrs.html" target="_self">tvm::relay::PReluAttrs</a></td><td class="desc">Attributes for prelu operator </td></tr>
+<tr id="row_160_7_69_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_69_" class="arrow" onclick="toggleFolder('160_7_69_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ProposalAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_69_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ProposalAttrs.html" target="_self">tvm::relay::ProposalAttrs</a></td><td class="desc">Attributes used in proposal operators </td></tr>
+<tr id="row_160_7_70_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_70_" class="arrow" onclick="toggleFolder('160_7_70_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< QuantizeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_70_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1qnn_1_1QuantizeAttrs.html" target="_self">tvm::relay::qnn::QuantizeAttrs</a></td><td class="desc">Attribute for quantize operator </td></tr>
+<tr id="row_160_7_71_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_71_" class="arrow" onclick="toggleFolder('160_7_71_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ReduceAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_71_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReduceAttrs.html" target="_self">tvm::relay::ReduceAttrs</a></td><td class="desc">Attributes for Reduce operators </td></tr>
+<tr id="row_160_7_72_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_72_" class="arrow" onclick="toggleFolder('160_7_72_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< RepeatAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_72_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1RepeatAttrs.html" target="_self">tvm::relay::RepeatAttrs</a></td><td class="desc">Attributes used in repeat operators </td></tr>
+<tr id="row_160_7_73_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_73_" class="arrow" onclick="toggleFolder('160_7_73_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< RequantizeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_73_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1qnn_1_1RequantizeAttrs.html" target="_self">tvm::relay::qnn::RequantizeAttrs</a></td><td class="desc">Attribute for requantize operator </td></tr>
+<tr id="row_160_7_74_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_74_" class="arrow" onclick="toggleFolder('160_7_74_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ReshapeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_74_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReshapeAttrs.html" target="_self">tvm::relay::ReshapeAttrs</a></td><td class="desc">Attributes used in reshape operators </td></tr>
+<tr id="row_160_7_75_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_75_" class="arrow" onclick="toggleFolder('160_7_75_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ReshapeTensorAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_75_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReshapeTensorAttrs.html" target="_self">tvm::relay::ReshapeTensorAttrs</a></td><td class="desc">Attributes for VM reshape_tensor operator </td></tr>
+<tr id="row_160_7_76_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_76_" class="arrow" onclick="toggleFolder('160_7_76_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< Resize3dAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_76_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1Resize3dAttrs.html" target="_self">tvm::relay::Resize3dAttrs</a></td><td class="desc">Attributes used in image resize3d operator </td></tr>
+<tr id="row_160_7_77_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_77_" class="arrow" onclick="toggleFolder('160_7_77_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ResizeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_77_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ResizeAttrs.html" target="_self">tvm::relay::ResizeAttrs</a></td><td class="desc">Attributes used in image resize operator </td></tr>
+<tr id="row_160_7_78_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_78_" class="arrow" onclick="toggleFolder('160_7_78_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ReverseAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_78_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReverseAttrs.html" target="_self">tvm::relay::ReverseAttrs</a></td><td class="desc">Attributes used in reverse operators </td></tr>
+<tr id="row_160_7_79_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_79_" class="arrow" onclick="toggleFolder('160_7_79_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ReverseSequenceAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_79_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html" target="_self">tvm::relay::ReverseSequenceAttrs</a></td><td class="desc">Attributes used in reverse_sequence operators </td></tr>
+<tr id="row_160_7_80_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_80_" class="arrow" onclick="toggleFolder('160_7_80_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ROIAlignAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_80_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ROIAlignAttrs.html" target="_self">tvm::relay::ROIAlignAttrs</a></td><td class="desc">Attributes used in roi_align operators </td></tr>
+<tr id="row_160_7_81_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_81_" class="arrow" onclick="toggleFolder('160_7_81_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ROIPoolAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_81_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ROIPoolAttrs.html" target="_self">tvm::relay::ROIPoolAttrs</a></td><td class="desc">Attributes used in roi_pool operators </td></tr>
+<tr id="row_160_7_82_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_82_" class="arrow" onclick="toggleFolder('160_7_82_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ScatterAddAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_82_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ScatterAddAttrs.html" target="_self">tvm::relay::ScatterAddAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_160_7_83_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_83_" class="arrow" onclick="toggleFolder('160_7_83_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ScatterAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_83_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ScatterAttrs.html" target="_self">tvm::relay::ScatterAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_160_7_84_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_84_" class="arrow" onclick="toggleFolder('160_7_84_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SequenceMaskAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_84_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SequenceMaskAttrs.html" target="_self">tvm::relay::SequenceMaskAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_160_7_85_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_85_" class="arrow" onclick="toggleFolder('160_7_85_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ShapeFuncAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_85_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ShapeFuncAttrs.html" target="_self">tvm::relay::ShapeFuncAttrs</a></td><td class="desc">Options for the shape function operator </td></tr>
+<tr id="row_160_7_86_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_86_" class="arrow" onclick="toggleFolder('160_7_86_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< ShapeOfAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_86_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1ShapeOfAttrs.html" target="_self">tvm::relay::ShapeOfAttrs</a></td><td class="desc">Attributes for ShapeOf operator </td></tr>
+<tr id="row_160_7_87_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_87_" class="arrow" onclick="toggleFolder('160_7_87_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SliceLikeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_87_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SliceLikeAttrs.html" target="_self">tvm::relay::SliceLikeAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_160_7_88_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_88_" class="arrow" onclick="toggleFolder('160_7_88_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SoftmaxAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_88_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SoftmaxAttrs.html" target="_self">tvm::relay::SoftmaxAttrs</a></td><td class="desc">Attributes used in softmax operators </td></tr>
+<tr id="row_160_7_89_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_89_" class="arrow" onclick="toggleFolder('160_7_89_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SparseDenseAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_89_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseDenseAttrs.html" target="_self">tvm::relay::SparseDenseAttrs</a></td><td class="desc">Attributes for sparse_dense operator </td></tr>
+<tr id="row_160_7_90_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_90_" class="arrow" onclick="toggleFolder('160_7_90_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SparseToDenseAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_90_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseToDenseAttrs.html" target="_self">tvm::relay::SparseToDenseAttrs</a></td><td class="desc">Attributes used in sparse_to_dense operator </td></tr>
+<tr id="row_160_7_91_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_91_" class="arrow" onclick="toggleFolder('160_7_91_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SparseTransposeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_91_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SparseTransposeAttrs.html" target="_self">tvm::relay::SparseTransposeAttrs</a></td><td class="desc">Attributes for sparse_transpose operator </td></tr>
+<tr id="row_160_7_92_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_92_" class="arrow" onclick="toggleFolder('160_7_92_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SplitAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_92_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SplitAttrs.html" target="_self">tvm::relay::SplitAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_160_7_93_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_93_" class="arrow" onclick="toggleFolder('160_7_93_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SqueezeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_93_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SqueezeAttrs.html" target="_self">tvm::relay::SqueezeAttrs</a></td><td class="desc">Attributes used in squeeze operators </td></tr>
+<tr id="row_160_7_94_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_94_" class="arrow" onclick="toggleFolder('160_7_94_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< StackAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_94_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1StackAttrs.html" target="_self">tvm::relay::StackAttrs</a></td><td class="desc">Attributes used in stack operators </td></tr>
+<tr id="row_160_7_95_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_95_" class="arrow" onclick="toggleFolder('160_7_95_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< StridedSliceAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_95_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1StridedSliceAttrs.html" target="_self">tvm::relay::StridedSliceAttrs</a></td><td class="desc">Attributes for StridedSlice operator </td></tr>
+<tr id="row_160_7_96_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_96_" class="arrow" onclick="toggleFolder('160_7_96_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< SubPixelAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_96_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1SubPixelAttrs.html" target="_self">tvm::relay::SubPixelAttrs</a></td><td class="desc">Attributes used in subpixel operators </td></tr>
+<tr id="row_160_7_97_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_97_" class="arrow" onclick="toggleFolder('160_7_97_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< TakeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_97_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TakeAttrs.html" target="_self">tvm::relay::TakeAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_160_7_98_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_98_" class="arrow" onclick="toggleFolder('160_7_98_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< TileAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_98_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TileAttrs.html" target="_self">tvm::relay::TileAttrs</a></td><td class="desc">Attributes used in tile operators </td></tr>
+<tr id="row_160_7_99_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_99_" class="arrow" onclick="toggleFolder('160_7_99_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< TopKAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_99_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TopKAttrs.html" target="_self">tvm::relay::TopKAttrs</a></td><td class="desc"></td></tr>
+<tr id="row_160_7_100_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_100_" class="arrow" onclick="toggleFolder('160_7_100_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< TransposeAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_100_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1TransposeAttrs.html" target="_self">tvm::relay::TransposeAttrs</a></td><td class="desc">Attributes used in transpose operators </td></tr>
+<tr id="row_160_7_101_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_101_" class="arrow" onclick="toggleFolder('160_7_101_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< UpSampling3DAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_101_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1UpSampling3DAttrs.html" target="_self">tvm::relay::UpSampling3DAttrs</a></td><td class="desc">Attributes for upsampling3d operator </td></tr>
+<tr id="row_160_7_102_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_102_" class="arrow" onclick="toggleFolder('160_7_102_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< UpSamplingAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_102_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1UpSamplingAttrs.html" target="_self">tvm::relay::UpSamplingAttrs</a></td><td class="desc">Attributes for upsampling operator </td></tr>
+<tr id="row_160_7_103_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_7_103_" class="arrow" onclick="toggleFolder('160_7_103_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< YoloReorgAttrs ></a></td><td class="desc"></td></tr>
+<tr id="row_160_7_103_0_" style="display:none;"><td class="entry"><span style="width:64px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="structtvm_1_1relay_1_1YoloReorgAttrs.html" target="_self">tvm::relay::YoloReorgAttrs</a></td><td class="desc">Attributes used in yolo reorg operators </td></tr>
+<tr id="row_160_7_104_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1AttrsNode.html" target="_self">tvm::AttrsNode< DerivedType ></a></td><td class="desc">The base class of the all the Use "curiously recurring template pattern" </td></tr>
+<tr id="row_160_7_105_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1DictAttrsNode.html" target="_self">tvm::DictAttrsNode</a></td><td class="desc">Specialized attribute type that is backed by a map. The <a class="el" href="classtvm_1_1DictAttrsNode.html" title="Specialized attribute type that is backed by a map. The DictAttrsNode implements the Att [...]
<tr id="row_160_8_" style="display:none;"><td class="entry"><span style="width:16px;display:inline-block;"> </span><span id="arr_160_8_" class="arrow" onclick="toggleFolder('160_8_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1BaseExprNode.html" target="_self">tvm::BaseExprNode</a></td><td class="desc">Base type of all the expressions </td></tr>
<tr id="row_160_8_0_" style="display:none;"><td class="entry"><span style="width:32px;display:inline-block;"> </span><span id="arr_160_8_0_" class="arrow" onclick="toggleFolder('160_8_0_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1PrimExprNode.html" target="_self">tvm::PrimExprNode</a></td><td class="desc">Base node of all primitive expressions </td></tr>
<tr id="row_160_8_0_0_" style="display:none;"><td class="entry"><span style="width:48px;display:inline-block;"> </span><span id="arr_160_8_0_0_" class="arrow" onclick="toggleFolder('160_8_0_0_')">►</span><span class="icona"><span class="icon">C</span></span><a class="el" href="classtvm_1_1tir_1_1BinaryOpNode.html" target="_self">tvm::tir::BinaryOpNode< AddNode ></a></td><td class="desc"></td></tr>
diff --git a/docs/api/doxygen/include_2tvm_2relay_2attrs_2transform_8h.html b/docs/api/doxygen/include_2tvm_2relay_2attrs_2transform_8h.html
index d6e724a..9f20e3b 100644
--- a/docs/api/doxygen/include_2tvm_2relay_2attrs_2transform_8h.html
+++ b/docs/api/doxygen/include_2tvm_2relay_2attrs_2transform_8h.html
@@ -133,6 +133,8 @@ Classes</h2></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structtvm_1_1relay_1_1ScatterAttrs.html">tvm::relay::ScatterAttrs</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structtvm_1_1relay_1_1ScatterAddAttrs.html">tvm::relay::ScatterAddAttrs</a></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structtvm_1_1relay_1_1GatherAttrs.html">tvm::relay::GatherAttrs</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structtvm_1_1relay_1_1TakeAttrs.html">tvm::relay::TakeAttrs</a></td></tr>
@@ -174,6 +176,9 @@ Classes</h2></td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structtvm_1_1relay_1_1ClipAttrs.html">tvm::relay::ClipAttrs</a></td></tr>
<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Attributes for Clip operator. <a href="structtvm_1_1relay_1_1ClipAttrs.html#details">More...</a><br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html">tvm::relay::FixedPointMultiplyAttrs</a></td></tr>
+<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Attributes for FixedPointMultiply operator. <a href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html#details">More...</a><br /></td></tr>
+<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structtvm_1_1relay_1_1LayoutTransformAttrs.html">tvm::relay::LayoutTransformAttrs</a></td></tr>
<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Attributes for LayoutTransform operator. <a href="structtvm_1_1relay_1_1LayoutTransformAttrs.html#details">More...</a><br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
diff --git a/docs/api/doxygen/include_2tvm_2relay_2attrs_2transform_8h_source.html b/docs/api/doxygen/include_2tvm_2relay_2attrs_2transform_8h_source.html
index b6d0908..8fa85af 100644
--- a/docs/api/doxygen/include_2tvm_2relay_2attrs_2transform_8h_source.html
+++ b/docs/api/doxygen/include_2tvm_2relay_2attrs_2transform_8h_source.html
@@ -89,115 +89,122 @@ var searchBox = new SearchBox("searchBox", "search",false,'Search');
<div class="title">transform.h</div> </div>
</div><!--header-->
<div class="contents">
-<a href="include_2tvm_2relay_2attrs_2transform_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span [...]
+<a href="include_2tvm_2relay_2attrs_2transform_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span [...]
<div class="ttc" id="structtvm_1_1relay_1_1ReshapeAttrs_html_a02ca8a36e60dfcd523df035af8b6c006"><div class="ttname"><a href="structtvm_1_1relay_1_1ReshapeAttrs.html#a02ca8a36e60dfcd523df035af8b6c006">tvm::relay::ReshapeAttrs::reverse</a></div><div class="ttdeci">bool reverse</div><div class="ttdef"><b>Definition:</b> transform.h:86</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ClipAttrs_html_af469a6f2f29cca8b0780e3feb7ed0502"><div class="ttname"><a href="structtvm_1_1relay_1_1ClipAttrs.html#af469a6f2f29cca8b0780e3feb7ed0502">tvm::relay::ClipAttrs::a_max</a></div><div class="ttdeci">double a_max</div><div class="ttdef"><b>Definition:</b> transform.h:293</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1InitOpAttrs_html_a42b2fdeafe5dd5da210743121c7d376b"><div class="ttname"><a href="structtvm_1_1relay_1_1InitOpAttrs.html#a42b2fdeafe5dd5da210743121c7d376b">tvm::relay::InitOpAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(InitOpAttrs,"relay.attrs.InitOpAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:135</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ReverseAttrs_html_a0fe0a352985941489400e211799f1b8a"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseAttrs.html#a0fe0a352985941489400e211799f1b8a">tvm::relay::ReverseAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:202</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ClipAttrs_html_af469a6f2f29cca8b0780e3feb7ed0502"><div class="ttname"><a href="structtvm_1_1relay_1_1ClipAttrs.html#af469a6f2f29cca8b0780e3feb7ed0502">tvm::relay::ClipAttrs::a_max</a></div><div class="ttdeci">double a_max</div><div class="ttdef"><b>Definition:</b> transform.h:301</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1InitOpAttrs_html_a42b2fdeafe5dd5da210743121c7d376b"><div class="ttname"><a href="structtvm_1_1relay_1_1InitOpAttrs.html#a42b2fdeafe5dd5da210743121c7d376b">tvm::relay::InitOpAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(InitOpAttrs,"relay.attrs.InitOpAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:143</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ReverseAttrs_html_a0fe0a352985941489400e211799f1b8a"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseAttrs.html#a0fe0a352985941489400e211799f1b8a">tvm::relay::ReverseAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:210</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ConcatenateAttrs_html_ab12dc6de2e0bd0804ef0a12670cefa50"><div class="ttname"><a href="structtvm_1_1relay_1_1ConcatenateAttrs.html#ab12dc6de2e0bd0804ef0a12670cefa50">tvm::relay::ConcatenateAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ConcatenateAttrs,"relay.attrs.ConcatenateAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:66</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SliceLikeAttrs_html_a51c18ba5f84813d9d48f3c09a61a58d1"><div class="ttname"><a href="structtvm_1_1relay_1_1SliceLikeAttrs.html#a51c18ba5f84813d9d48f3c09a61a58d1">tvm::relay::SliceLikeAttrs::axes</a></div><div class="ttdeci">Array< Integer > axes</div><div class="ttdef"><b>Definition:</b> transform.h:280</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SliceLikeAttrs_html_a51c18ba5f84813d9d48f3c09a61a58d1"><div class="ttname"><a href="structtvm_1_1relay_1_1SliceLikeAttrs.html#a51c18ba5f84813d9d48f3c09a61a58d1">tvm::relay::SliceLikeAttrs::axes</a></div><div class="ttdeci">Array< Integer > axes</div><div class="ttdef"><b>Definition:</b> transform.h:288</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1CastAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1CastAttrs.html">tvm::relay::CastAttrs</a></div><div class="ttdoc">data type cast </div><div class="ttdef"><b>Definition:</b> transform.h:37</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1FixedPointMultiplyAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html">tvm::relay::FixedPointMultiplyAttrs</a></div><div class="ttdoc">Attributes for FixedPointMultiply operator. </div><div class="ttdef"><b>Definition:</b> transform.h:310</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ExpandDimsAttrs_html_a289f19d5f47a1242a04a909c73ca34ac"><div class="ttname"><a href="structtvm_1_1relay_1_1ExpandDimsAttrs.html#a289f19d5f47a1242a04a909c73ca34ac">tvm::relay::ExpandDimsAttrs::axis</a></div><div class="ttdeci">int axis</div><div class="ttdef"><b>Definition:</b> transform.h:47</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SliceLikeAttrs_html_a52e285a2e6f505d2b198dfb49c2705cc"><div class="ttname"><a href="structtvm_1_1relay_1_1SliceLikeAttrs.html#a52e285a2e6f505d2b198dfb49c2705cc">tvm::relay::SliceLikeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(SliceLikeAttrs,"relay.attrs.SliceLikeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:282</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1TakeAttrs_html_ac7fd604371e248cce170a05be605bd43"><div class="ttname"><a href="structtvm_1_1relay_1_1TakeAttrs.html#ac7fd604371e248cce170a05be605bd43">tvm::relay::TakeAttrs::mode</a></div><div class="ttdeci">std::string mode</div><div class="ttdef"><b>Definition:</b> transform.h:116</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ShapeOfAttrs_html_a6e8f4295faa69f31eaf7e8c6f3961e89"><div class="ttname"><a href="structtvm_1_1relay_1_1ShapeOfAttrs.html#a6e8f4295faa69f31eaf7e8c6f3961e89">tvm::relay::ShapeOfAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ShapeOfAttrs,"relay.attrs.ShapeOfAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:316</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1LayoutTransformAttrs_html_ad0f658bf9e6ac538840fc71b1d312f3b"><div class="ttname"><a href="structtvm_1_1relay_1_1LayoutTransformAttrs.html#ad0f658bf9e6ac538840fc71b1d312f3b">tvm::relay::LayoutTransformAttrs::src_layout</a></div><div class="ttdeci">std::string src_layout</div><div class="ttdef"><b>Definition:</b> transform.h:303</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ReverseSequenceAttrs_html_a06773daa80357364ded0fbc9613a2b14"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html#a06773daa80357364ded0fbc9613a2b14">tvm::relay::ReverseSequenceAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ReverseSequenceAttrs,"relay.attrs.ReverseSequenceAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:215</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1OneHotAttrs_html_a8287fc14b2ad6671f6ab51ba77134aa1"><div class="ttname"><a href="structtvm_1_1relay_1_1OneHotAttrs.html#a8287fc14b2ad6671f6ab51ba77134aa1">tvm::relay::OneHotAttrs::axis</a></div><div class="ttdeci">int axis</div><div class="ttdef"><b>Definition:</b> transform.h:353</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SliceLikeAttrs_html_a52e285a2e6f505d2b198dfb49c2705cc"><div class="ttname"><a href="structtvm_1_1relay_1_1SliceLikeAttrs.html#a52e285a2e6f505d2b198dfb49c2705cc">tvm::relay::SliceLikeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(SliceLikeAttrs,"relay.attrs.SliceLikeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:290</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1TakeAttrs_html_ac7fd604371e248cce170a05be605bd43"><div class="ttname"><a href="structtvm_1_1relay_1_1TakeAttrs.html#ac7fd604371e248cce170a05be605bd43">tvm::relay::TakeAttrs::mode</a></div><div class="ttdeci">std::string mode</div><div class="ttdef"><b>Definition:</b> transform.h:124</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ShapeOfAttrs_html_a6e8f4295faa69f31eaf7e8c6f3961e89"><div class="ttname"><a href="structtvm_1_1relay_1_1ShapeOfAttrs.html#a6e8f4295faa69f31eaf7e8c6f3961e89">tvm::relay::ShapeOfAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ShapeOfAttrs,"relay.attrs.ShapeOfAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:337</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1LayoutTransformAttrs_html_ad0f658bf9e6ac538840fc71b1d312f3b"><div class="ttname"><a href="structtvm_1_1relay_1_1LayoutTransformAttrs.html#ad0f658bf9e6ac538840fc71b1d312f3b">tvm::relay::LayoutTransformAttrs::src_layout</a></div><div class="ttdeci">std::string src_layout</div><div class="ttdef"><b>Definition:</b> transform.h:324</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ReverseSequenceAttrs_html_a06773daa80357364ded0fbc9613a2b14"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html#a06773daa80357364ded0fbc9613a2b14">tvm::relay::ReverseSequenceAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ReverseSequenceAttrs,"relay.attrs.ReverseSequenceAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:223</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1OneHotAttrs_html_a8287fc14b2ad6671f6ab51ba77134aa1"><div class="ttname"><a href="structtvm_1_1relay_1_1OneHotAttrs.html#a8287fc14b2ad6671f6ab51ba77134aa1">tvm::relay::OneHotAttrs::axis</a></div><div class="ttdeci">int axis</div><div class="ttdef"><b>Definition:</b> transform.h:374</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ExpandDimsAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ExpandDimsAttrs.html">tvm::relay::ExpandDimsAttrs</a></div><div class="ttdoc">Attributes used in expand_dims operators. </div><div class="ttdef"><b>Definition:</b> transform.h:46</div></div>
<div class="ttc" id="relay_2expr_8h_html"><div class="ttname"><a href="relay_2expr_8h.html">expr.h</a></div><div class="ttdoc">Relay expression language. </div></div>
<div class="ttc" id="namespacetvm_html"><div class="ttname"><a href="namespacetvm.html">tvm</a></div><div class="ttdef"><b>Definition:</b> analyzer.h:36</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1TransposeAttrs_html_a69ccef64142afaab9a5fc6015714ab55"><div class="ttname"><a href="structtvm_1_1relay_1_1TransposeAttrs.html#a69ccef64142afaab9a5fc6015714ab55">tvm::relay::TransposeAttrs::axes</a></div><div class="ttdeci">Array< Integer > axes</div><div class="ttdef"><b>Definition:</b> transform.h:77</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1OneHotAttrs_html_ae77cd5a12123839e40c9ff43cfe26d12"><div class="ttname"><a href="structtvm_1_1relay_1_1OneHotAttrs.html#ae77cd5a12123839e40c9ff43cfe26d12">tvm::relay::OneHotAttrs::dtype</a></div><div class="ttdeci">DataType dtype</div><div class="ttdef"><b>Definition:</b> transform.h:354</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SplitAttrs_html_aa7f0e8e2bab7a0726918fa9ea5d3258f"><div class="ttname"><a href="structtvm_1_1relay_1_1SplitAttrs.html#aa7f0e8e2bab7a0726918fa9ea5d3258f">tvm::relay::SplitAttrs::axis</a></div><div class="ttdeci">int axis</div><div class="ttdef"><b>Definition:</b> transform.h:242</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1TileAttrs_html_a75c0e110298aad35ad7697b6f17740ae"><div class="ttname"><a href="structtvm_1_1relay_1_1TileAttrs.html#a75c0e110298aad35ad7697b6f17740ae">tvm::relay::TileAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(TileAttrs,"relay.attrs.TileAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:193</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1OneHotAttrs_html_ae77cd5a12123839e40c9ff43cfe26d12"><div class="ttname"><a href="structtvm_1_1relay_1_1OneHotAttrs.html#ae77cd5a12123839e40c9ff43cfe26d12">tvm::relay::OneHotAttrs::dtype</a></div><div class="ttdeci">DataType dtype</div><div class="ttdef"><b>Definition:</b> transform.h:375</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SplitAttrs_html_aa7f0e8e2bab7a0726918fa9ea5d3258f"><div class="ttname"><a href="structtvm_1_1relay_1_1SplitAttrs.html#aa7f0e8e2bab7a0726918fa9ea5d3258f">tvm::relay::SplitAttrs::axis</a></div><div class="ttdeci">int axis</div><div class="ttdef"><b>Definition:</b> transform.h:250</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1TileAttrs_html_a75c0e110298aad35ad7697b6f17740ae"><div class="ttname"><a href="structtvm_1_1relay_1_1TileAttrs.html#a75c0e110298aad35ad7697b6f17740ae">tvm::relay::TileAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(TileAttrs,"relay.attrs.TileAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:201</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1FixedPointMultiplyAttrs_html_a0c430aab7815a0c2d2a26e2d1826c2eb"><div class="ttname"><a href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html#a0c430aab7815a0c2d2a26e2d1826c2eb">tvm::relay::FixedPointMultiplyAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(FixedPointMultiplyAttrs,"relay.attrs.FixedPointMultiplyAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:314</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1CastAttrs_html_a0ba181c2c6c542448a841f3a87e360c7"><div class="ttname"><a href="structtvm_1_1relay_1_1CastAttrs.html#a0ba181c2c6c542448a841f3a87e360c7">tvm::relay::CastAttrs::dtype</a></div><div class="ttdeci">DataType dtype</div><div class="ttdef"><b>Definition:</b> transform.h:38</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1TakeAttrs_html_aa848b10dddc041c3620bc823046b04ca"><div class="ttname"><a href="structtvm_1_1relay_1_1TakeAttrs.html#aa848b10dddc041c3620bc823046b04ca">tvm::relay::TakeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(TakeAttrs,"relay.attrs.TakeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:118</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1StackAttrs_html_a5200ebdce837b988b49b03d062c987d3"><div class="ttname"><a href="structtvm_1_1relay_1_1StackAttrs.html#a5200ebdce837b988b49b03d062c987d3">tvm::relay::StackAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(StackAttrs,"relay.attrs.StackAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:172</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1InitOpAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1InitOpAttrs.html">tvm::relay::InitOpAttrs</a></div><div class="ttdoc">Attributes that specify a tensor. </div><div class="ttdef"><b>Definition:</b> transform.h:131</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SequenceMaskAttrs_html_a7273f14f80b4dbaf455b47d7a2f6ad46"><div class="ttname"><a href="structtvm_1_1relay_1_1SequenceMaskAttrs.html#a7273f14f80b4dbaf455b47d7a2f6ad46">tvm::relay::SequenceMaskAttrs::axis</a></div><div class="ttdeci">int axis</div><div class="ttdef"><b>Definition:</b> transform.h:323</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1RepeatAttrs_html_ade3005a90c1ff77a1f583c4a7ba898e0"><div class="ttname"><a href="structtvm_1_1relay_1_1RepeatAttrs.html#ade3005a90c1ff77a1f583c4a7ba898e0">tvm::relay::RepeatAttrs::repeats</a></div><div class="ttdeci">Integer repeats</div><div class="ttdef"><b>Definition:</b> transform.h:180</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1TakeAttrs_html_aa848b10dddc041c3620bc823046b04ca"><div class="ttname"><a href="structtvm_1_1relay_1_1TakeAttrs.html#aa848b10dddc041c3620bc823046b04ca">tvm::relay::TakeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(TakeAttrs,"relay.attrs.TakeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:126</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1StackAttrs_html_a5200ebdce837b988b49b03d062c987d3"><div class="ttname"><a href="structtvm_1_1relay_1_1StackAttrs.html#a5200ebdce837b988b49b03d062c987d3">tvm::relay::StackAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(StackAttrs,"relay.attrs.StackAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:180</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1InitOpAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1InitOpAttrs.html">tvm::relay::InitOpAttrs</a></div><div class="ttdoc">Attributes that specify a tensor. </div><div class="ttdef"><b>Definition:</b> transform.h:139</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SequenceMaskAttrs_html_a7273f14f80b4dbaf455b47d7a2f6ad46"><div class="ttname"><a href="structtvm_1_1relay_1_1SequenceMaskAttrs.html#a7273f14f80b4dbaf455b47d7a2f6ad46">tvm::relay::SequenceMaskAttrs::axis</a></div><div class="ttdeci">int axis</div><div class="ttdef"><b>Definition:</b> transform.h:344</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1RepeatAttrs_html_ade3005a90c1ff77a1f583c4a7ba898e0"><div class="ttname"><a href="structtvm_1_1relay_1_1RepeatAttrs.html#ade3005a90c1ff77a1f583c4a7ba898e0">tvm::relay::RepeatAttrs::repeats</a></div><div class="ttdeci">Integer repeats</div><div class="ttdef"><b>Definition:</b> transform.h:188</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ScatterAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ScatterAttrs.html">tvm::relay::ScatterAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:96</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ReshapeAttrs_html_a9bca32c3acff2ed8fd6bc63a50f82051"><div class="ttname"><a href="structtvm_1_1relay_1_1ReshapeAttrs.html#a9bca32c3acff2ed8fd6bc63a50f82051">tvm::relay::ReshapeAttrs::newshape</a></div><div class="ttdeci">Array< Integer > newshape</div><div class="ttdef"><b>Definition:</b> transform.h:85</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1TransposeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1TransposeAttrs.html">tvm::relay::TransposeAttrs</a></div><div class="ttdoc">Attributes used in transpose operators. </div><div class="ttdef"><b>Definition:</b> transform.h:76</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1OneHotAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1OneHotAttrs.html">tvm::relay::OneHotAttrs</a></div><div class="ttdoc">Attributes used in one-hot operator. </div><div class="ttdef"><b>Definition:</b> transform.h:351</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1GatherAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1GatherAttrs.html">tvm::relay::GatherAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:104</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ClipAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ClipAttrs.html">tvm::relay::ClipAttrs</a></div><div class="ttdoc">Attributes for Clip operator. </div><div class="ttdef"><b>Definition:</b> transform.h:291</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1NdarraySizeAttrs_html_a827a1ea4525dba657390f53afe85e4c5"><div class="ttname"><a href="structtvm_1_1relay_1_1NdarraySizeAttrs.html#a827a1ea4525dba657390f53afe85e4c5">tvm::relay::NdarraySizeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(NdarraySizeAttrs,"relay.attrs.NdarraySizeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:345</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1OneHotAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1OneHotAttrs.html">tvm::relay::OneHotAttrs</a></div><div class="ttdoc">Attributes used in one-hot operator. </div><div class="ttdef"><b>Definition:</b> transform.h:372</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1FixedPointMultiplyAttrs_html_a317374d804a576b50d9a51e4a8ee3ff2"><div class="ttname"><a href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html#a317374d804a576b50d9a51e4a8ee3ff2">tvm::relay::FixedPointMultiplyAttrs::multiplier</a></div><div class="ttdeci">int32_t multiplier</div><div class="ttdef"><b>Definition:</b> transform.h:311</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1GatherAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1GatherAttrs.html">tvm::relay::GatherAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:112</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ClipAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ClipAttrs.html">tvm::relay::ClipAttrs</a></div><div class="ttdoc">Attributes for Clip operator. </div><div class="ttdef"><b>Definition:</b> transform.h:299</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1NdarraySizeAttrs_html_a827a1ea4525dba657390f53afe85e4c5"><div class="ttname"><a href="structtvm_1_1relay_1_1NdarraySizeAttrs.html#a827a1ea4525dba657390f53afe85e4c5">tvm::relay::NdarraySizeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(NdarraySizeAttrs,"relay.attrs.NdarraySizeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:366</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ScatterAddAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ScatterAddAttrs.html">tvm::relay::ScatterAddAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:104</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ExpandDimsAttrs_html_af2885538e2f74029ecad343a9844fc8a"><div class="ttname"><a href="structtvm_1_1relay_1_1ExpandDimsAttrs.html#af2885538e2f74029ecad343a9844fc8a">tvm::relay::ExpandDimsAttrs::num_newaxis</a></div><div class="ttdeci">int num_newaxis</div><div class="ttdef"><b>Definition:</b> transform.h:48</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html">tvm::relay::StridedSliceAttrs</a></div><div class="ttdoc">Attributes for StridedSlice operator. </div><div class="ttdef"><b>Definition:</b> transform.h:257</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html_ade582278d58f236cccf69167cdd961f1"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html#ade582278d58f236cccf69167cdd961f1">tvm::relay::StridedSliceAttrs::begin</a></div><div class="ttdeci">Optional< Array< Integer > > begin</div><div class="ttdef"><b>Definition:</b> transform.h:258</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html">tvm::relay::StridedSliceAttrs</a></div><div class="ttdoc">Attributes for StridedSlice operator. </div><div class="ttdef"><b>Definition:</b> transform.h:265</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html_ade582278d58f236cccf69167cdd961f1"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html#ade582278d58f236cccf69167cdd961f1">tvm::relay::StridedSliceAttrs::begin</a></div><div class="ttdeci">Optional< Array< Integer > > begin</div><div class="ttdef"><b>Definition:</b> transform.h:266</div></div>
<div class="ttc" id="ir_2attrs_8h_html"><div class="ttname"><a href="ir_2attrs_8h.html">attrs.h</a></div><div class="ttdoc">Helpers for attribute objects. </div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SplitAttrs_html_a285b0073659f6403fb5ef3808347f3c9"><div class="ttname"><a href="structtvm_1_1relay_1_1SplitAttrs.html#a285b0073659f6403fb5ef3808347f3c9">tvm::relay::SplitAttrs::indices_or_sections</a></div><div class="ttdeci">ObjectRef indices_or_sections</div><div class="ttdef"><b>Definition:</b> transform.h:241</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SliceLikeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1SliceLikeAttrs.html">tvm::relay::SliceLikeAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:279</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1InitOpAttrs_html_aaaec76cc5ea9a543c4ea174a6b38bf5e"><div class="ttname"><a href="structtvm_1_1relay_1_1InitOpAttrs.html#aaaec76cc5ea9a543c4ea174a6b38bf5e">tvm::relay::InitOpAttrs::shape</a></div><div class="ttdeci">Optional< Array< Integer > > shape</div><div class="ttdef"><b>Definition:</b> transform.h:132</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html_ae8ae5bc1551b406a4f52395af343c2ce"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html#ae8ae5bc1551b406a4f52395af343c2ce">tvm::relay::ArangeAttrs::start</a></div><div class="ttdeci">Expr start</div><div class="ttdef"><b>Definition:</b> transform.h:143</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SplitAttrs_html_a285b0073659f6403fb5ef3808347f3c9"><div class="ttname"><a href="structtvm_1_1relay_1_1SplitAttrs.html#a285b0073659f6403fb5ef3808347f3c9">tvm::relay::SplitAttrs::indices_or_sections</a></div><div class="ttdeci">ObjectRef indices_or_sections</div><div class="ttdef"><b>Definition:</b> transform.h:249</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SliceLikeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1SliceLikeAttrs.html">tvm::relay::SliceLikeAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:287</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1InitOpAttrs_html_aaaec76cc5ea9a543c4ea174a6b38bf5e"><div class="ttname"><a href="structtvm_1_1relay_1_1InitOpAttrs.html#aaaec76cc5ea9a543c4ea174a6b38bf5e">tvm::relay::InitOpAttrs::shape</a></div><div class="ttdeci">Optional< Array< Integer > > shape</div><div class="ttdef"><b>Definition:</b> transform.h:140</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html_ae8ae5bc1551b406a4f52395af343c2ce"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html#ae8ae5bc1551b406a4f52395af343c2ce">tvm::relay::ArangeAttrs::start</a></div><div class="ttdeci">Expr start</div><div class="ttdef"><b>Definition:</b> transform.h:151</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ReshapeAttrs_html_a62263922c82212f2ca5864b10e1958b7"><div class="ttname"><a href="structtvm_1_1relay_1_1ReshapeAttrs.html#a62263922c82212f2ca5864b10e1958b7">tvm::relay::ReshapeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ReshapeAttrs,"relay.attrs.ReshapeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:87</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1OneHotAttrs_html_a4814ce0d6608d11371480abe0826ee02"><div class="ttname"><a href="structtvm_1_1relay_1_1OneHotAttrs.html#a4814ce0d6608d11371480abe0826ee02">tvm::relay::OneHotAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(OneHotAttrs,"relay.attrs.OneHotAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:356</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1OneHotAttrs_html_a4814ce0d6608d11371480abe0826ee02"><div class="ttname"><a href="structtvm_1_1relay_1_1OneHotAttrs.html#a4814ce0d6608d11371480abe0826ee02">tvm::relay::OneHotAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(OneHotAttrs,"relay.attrs.OneHotAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:377</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ScatterAddAttrs_html_a3070751866037d6e9a3899ed8fc73b58"><div class="ttname"><a href="structtvm_1_1relay_1_1ScatterAddAttrs.html#a3070751866037d6e9a3899ed8fc73b58">tvm::relay::ScatterAddAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ScatterAddAttrs,"relay.attrs.ScatterAddAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:107</div></div>
<div class="ttc" id="classtvm_1_1runtime_1_1DataType_html"><div class="ttname"><a href="classtvm_1_1runtime_1_1DataType.html">tvm::runtime::DataType</a></div><div class="ttdoc">Runtime primitive data type. </div><div class="ttdef"><b>Definition:</b> data_type.h:41</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ReverseAttrs_html_a590ab4ec8765ba7b26e2914abc8fdb4b"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseAttrs.html#a590ab4ec8765ba7b26e2914abc8fdb4b">tvm::relay::ReverseAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ReverseAttrs,"relay.attrs.ReverseAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:203</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1LayoutTransformAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1LayoutTransformAttrs.html">tvm::relay::LayoutTransformAttrs</a></div><div class="ttdoc">Attributes for LayoutTransform operator. </div><div class="ttdef"><b>Definition:</b> transform.h:302</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html">tvm::relay::ArangeAttrs</a></div><div class="ttdoc">Attributes used in arange operators. </div><div class="ttdef"><b>Definition:</b> transform.h:142</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ReverseAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseAttrs.html">tvm::relay::ReverseAttrs</a></div><div class="ttdoc">Attributes used in reverse operators. </div><div class="ttdef"><b>Definition:</b> transform.h:201</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SplitAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1SplitAttrs.html">tvm::relay::SplitAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:240</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ClipAttrs_html_a8a9a5b34513d0e9b46cae1ac436c6917"><div class="ttname"><a href="structtvm_1_1relay_1_1ClipAttrs.html#a8a9a5b34513d0e9b46cae1ac436c6917">tvm::relay::ClipAttrs::a_min</a></div><div class="ttdeci">double a_min</div><div class="ttdef"><b>Definition:</b> transform.h:292</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1OneHotAttrs_html_a698ab8a2112fff60a95425155e015a78"><div class="ttname"><a href="structtvm_1_1relay_1_1OneHotAttrs.html#a698ab8a2112fff60a95425155e015a78">tvm::relay::OneHotAttrs::depth</a></div><div class="ttdeci">int depth</div><div class="ttdef"><b>Definition:</b> transform.h:352</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1MeshgridAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1MeshgridAttrs.html">tvm::relay::MeshgridAttrs</a></div><div class="ttdoc">Attributes used in meshgrid operators. </div><div class="ttdef"><b>Definition:</b> transform.h:157</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ReverseAttrs_html_a590ab4ec8765ba7b26e2914abc8fdb4b"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseAttrs.html#a590ab4ec8765ba7b26e2914abc8fdb4b">tvm::relay::ReverseAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ReverseAttrs,"relay.attrs.ReverseAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:211</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1LayoutTransformAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1LayoutTransformAttrs.html">tvm::relay::LayoutTransformAttrs</a></div><div class="ttdoc">Attributes for LayoutTransform operator. </div><div class="ttdef"><b>Definition:</b> transform.h:323</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html">tvm::relay::ArangeAttrs</a></div><div class="ttdoc">Attributes used in arange operators. </div><div class="ttdef"><b>Definition:</b> transform.h:150</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ReverseAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseAttrs.html">tvm::relay::ReverseAttrs</a></div><div class="ttdoc">Attributes used in reverse operators. </div><div class="ttdef"><b>Definition:</b> transform.h:209</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SplitAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1SplitAttrs.html">tvm::relay::SplitAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:248</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ClipAttrs_html_a8a9a5b34513d0e9b46cae1ac436c6917"><div class="ttname"><a href="structtvm_1_1relay_1_1ClipAttrs.html#a8a9a5b34513d0e9b46cae1ac436c6917">tvm::relay::ClipAttrs::a_min</a></div><div class="ttdeci">double a_min</div><div class="ttdef"><b>Definition:</b> transform.h:300</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1OneHotAttrs_html_a698ab8a2112fff60a95425155e015a78"><div class="ttname"><a href="structtvm_1_1relay_1_1OneHotAttrs.html#a698ab8a2112fff60a95425155e015a78">tvm::relay::OneHotAttrs::depth</a></div><div class="ttdeci">int depth</div><div class="ttdef"><b>Definition:</b> transform.h:373</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1MeshgridAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1MeshgridAttrs.html">tvm::relay::MeshgridAttrs</a></div><div class="ttdoc">Attributes used in meshgrid operators. </div><div class="ttdef"><b>Definition:</b> transform.h:165</div></div>
<div class="ttc" id="ir_2attrs_8h_html_a578da113eb199bad72e26c03ad24832f"><div class="ttname"><a href="ir_2attrs_8h.html#a578da113eb199bad72e26c03ad24832f">TVM_ATTR_FIELD</a></div><div class="ttdeci">#define TVM_ATTR_FIELD(FieldName)</div><div class="ttdoc">Declare an attribute field. </div><div class="ttdef"><b>Definition:</b> attrs.h:76</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1TileAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1TileAttrs.html">tvm::relay::TileAttrs</a></div><div class="ttdoc">Attributes used in tile operators. </div><div class="ttdef"><b>Definition:</b> transform.h:191</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html_a405dbeb1c77da2690c40606c980f388d"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html#a405dbeb1c77da2690c40606c980f388d">tvm::relay::ArangeAttrs::dtype</a></div><div class="ttdeci">DataType dtype</div><div class="ttdef"><b>Definition:</b> transform.h:146</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1TileAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1TileAttrs.html">tvm::relay::TileAttrs</a></div><div class="ttdoc">Attributes used in tile operators. </div><div class="ttdef"><b>Definition:</b> transform.h:199</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html_a405dbeb1c77da2690c40606c980f388d"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html#a405dbeb1c77da2690c40606c980f388d">tvm::relay::ArangeAttrs::dtype</a></div><div class="ttdeci">DataType dtype</div><div class="ttdef"><b>Definition:</b> transform.h:154</div></div>
<div class="ttc" id="classtvm_1_1RelayExpr_html"><div class="ttname"><a href="classtvm_1_1RelayExpr.html">tvm::RelayExpr</a></div><div class="ttdoc">Managed reference to RelayExprNode. </div><div class="ttdef"><b>Definition:</b> expr.h:176</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html_a1eadf1f3964ca83dade8edeae7d6d7cf"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html#a1eadf1f3964ca83dade8edeae7d6d7cf">tvm::relay::ArangeAttrs::stop</a></div><div class="ttdeci">Expr stop</div><div class="ttdef"><b>Definition:</b> transform.h:144</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SparseToDenseAttrs_html_ab9518ca799abb54900f22e907b7b0fd6"><div class="ttname"><a href="structtvm_1_1relay_1_1SparseToDenseAttrs.html#ab9518ca799abb54900f22e907b7b0fd6">tvm::relay::SparseToDenseAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(SparseToDenseAttrs,"relay.attrs.SparseToDenseAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:336</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SplitAttrs_html_a7eed8fdadb552057795ce0bf983f77e9"><div class="ttname"><a href="structtvm_1_1relay_1_1SplitAttrs.html#a7eed8fdadb552057795ce0bf983f77e9">tvm::relay::SplitAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(SplitAttrs,"relay.attrs.SplitAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:244</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html_aba74338460adf3c6fc0c7f8739d0248f"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html#aba74338460adf3c6fc0c7f8739d0248f">tvm::relay::StridedSliceAttrs::slice_mode</a></div><div class="ttdeci">std::string slice_mode</div><div class="ttdef"><b>Definition:</b> transform.h:261</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1TileAttrs_html_acac0351f86c23beb264227981424022e"><div class="ttname"><a href="structtvm_1_1relay_1_1TileAttrs.html#acac0351f86c23beb264227981424022e">tvm::relay::TileAttrs::reps</a></div><div class="ttdeci">Array< Integer > reps</div><div class="ttdef"><b>Definition:</b> transform.h:192</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html_a1eadf1f3964ca83dade8edeae7d6d7cf"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html#a1eadf1f3964ca83dade8edeae7d6d7cf">tvm::relay::ArangeAttrs::stop</a></div><div class="ttdeci">Expr stop</div><div class="ttdef"><b>Definition:</b> transform.h:152</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SparseToDenseAttrs_html_ab9518ca799abb54900f22e907b7b0fd6"><div class="ttname"><a href="structtvm_1_1relay_1_1SparseToDenseAttrs.html#ab9518ca799abb54900f22e907b7b0fd6">tvm::relay::SparseToDenseAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(SparseToDenseAttrs,"relay.attrs.SparseToDenseAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:357</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SplitAttrs_html_a7eed8fdadb552057795ce0bf983f77e9"><div class="ttname"><a href="structtvm_1_1relay_1_1SplitAttrs.html#a7eed8fdadb552057795ce0bf983f77e9">tvm::relay::SplitAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(SplitAttrs,"relay.attrs.SplitAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:252</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html_aba74338460adf3c6fc0c7f8739d0248f"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html#aba74338460adf3c6fc0c7f8739d0248f">tvm::relay::StridedSliceAttrs::slice_mode</a></div><div class="ttdeci">std::string slice_mode</div><div class="ttdef"><b>Definition:</b> transform.h:269</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1TileAttrs_html_acac0351f86c23beb264227981424022e"><div class="ttname"><a href="structtvm_1_1relay_1_1TileAttrs.html#acac0351f86c23beb264227981424022e">tvm::relay::TileAttrs::reps</a></div><div class="ttdeci">Array< Integer > reps</div><div class="ttdef"><b>Definition:</b> transform.h:200</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ExpandDimsAttrs_html_a81d264f861cabf1c5478e254b7f85f15"><div class="ttname"><a href="structtvm_1_1relay_1_1ExpandDimsAttrs.html#a81d264f861cabf1c5478e254b7f85f15">tvm::relay::ExpandDimsAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ExpandDimsAttrs,"relay.attrs.ExpandDimsAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:50</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ReverseSequenceAttrs_html_ab107432fff56dfd9ef4a0600ee616ade"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html#ab107432fff56dfd9ef4a0600ee616ade">tvm::relay::ReverseSequenceAttrs::seq_axis</a></div><div class="ttdeci">Integer seq_axis</div><div class="ttdef"><b>Definition:</b> transform.h:212</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ReverseSequenceAttrs_html_ab107432fff56dfd9ef4a0600ee616ade"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html#ab107432fff56dfd9ef4a0600ee616ade">tvm::relay::ReverseSequenceAttrs::seq_axis</a></div><div class="ttdeci">Integer seq_axis</div><div class="ttdef"><b>Definition:</b> transform.h:220</div></div>
<div class="ttc" id="namespacetvm_html_a28c693333c2b15702b1a9a57dec0fbf5"><div class="ttname"><a href="namespacetvm.html#a28c693333c2b15702b1a9a57dec0fbf5">tvm::NullValue< DataType ></a></div><div class="ttdeci">DataType NullValue< DataType >()</div><div class="ttdef"><b>Definition:</b> attrs.h:90</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ScatterAttrs_html_a5ada9836e19157a53637c14f9318fb64"><div class="ttname"><a href="structtvm_1_1relay_1_1ScatterAttrs.html#a5ada9836e19157a53637c14f9318fb64">tvm::relay::ScatterAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:97</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SparseToDenseAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1SparseToDenseAttrs.html">tvm::relay::SparseToDenseAttrs</a></div><div class="ttdoc">Attributes used in sparse_to_dense operator. </div><div class="ttdef"><b>Definition:</b> transform.h:333</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1MeshgridAttrs_html_ab623ebb33e110ab0eeefbf30528a5be3"><div class="ttname"><a href="structtvm_1_1relay_1_1MeshgridAttrs.html#ab623ebb33e110ab0eeefbf30528a5be3">tvm::relay::MeshgridAttrs::indexing</a></div><div class="ttdeci">std::string indexing</div><div class="ttdef"><b>Definition:</b> transform.h:158</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1GatherAttrs_html_af4f634e6ea9308be4ec06c126513b685"><div class="ttname"><a href="structtvm_1_1relay_1_1GatherAttrs.html#af4f634e6ea9308be4ec06c126513b685">tvm::relay::GatherAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(GatherAttrs,"relay.attrs.GatherAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:107</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1NdarraySizeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1NdarraySizeAttrs.html">tvm::relay::NdarraySizeAttrs</a></div><div class="ttdoc">Attributes for ndarray_size operator. </div><div class="ttdef"><b>Definition:</b> transform.h:342</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1StackAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1StackAttrs.html">tvm::relay::StackAttrs</a></div><div class="ttdoc">Attributes used in stack operators. </div><div class="ttdef"><b>Definition:</b> transform.h:170</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1TakeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1TakeAttrs.html">tvm::relay::TakeAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:114</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SparseToDenseAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1SparseToDenseAttrs.html">tvm::relay::SparseToDenseAttrs</a></div><div class="ttdoc">Attributes used in sparse_to_dense operator. </div><div class="ttdef"><b>Definition:</b> transform.h:354</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1MeshgridAttrs_html_ab623ebb33e110ab0eeefbf30528a5be3"><div class="ttname"><a href="structtvm_1_1relay_1_1MeshgridAttrs.html#ab623ebb33e110ab0eeefbf30528a5be3">tvm::relay::MeshgridAttrs::indexing</a></div><div class="ttdeci">std::string indexing</div><div class="ttdef"><b>Definition:</b> transform.h:166</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1GatherAttrs_html_af4f634e6ea9308be4ec06c126513b685"><div class="ttname"><a href="structtvm_1_1relay_1_1GatherAttrs.html#af4f634e6ea9308be4ec06c126513b685">tvm::relay::GatherAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(GatherAttrs,"relay.attrs.GatherAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:115</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1NdarraySizeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1NdarraySizeAttrs.html">tvm::relay::NdarraySizeAttrs</a></div><div class="ttdoc">Attributes for ndarray_size operator. </div><div class="ttdef"><b>Definition:</b> transform.h:363</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1StackAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1StackAttrs.html">tvm::relay::StackAttrs</a></div><div class="ttdoc">Attributes used in stack operators. </div><div class="ttdef"><b>Definition:</b> transform.h:178</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1FixedPointMultiplyAttrs_html_ac5095656867b0bad8cd53d0f957a1d9d"><div class="ttname"><a href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html#ac5095656867b0bad8cd53d0f957a1d9d">tvm::relay::FixedPointMultiplyAttrs::shift</a></div><div class="ttdeci">int32_t shift</div><div class="ttdef"><b>Definition:</b> transform.h:312</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1TakeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1TakeAttrs.html">tvm::relay::TakeAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:122</div></div>
<div class="ttc" id="base_8h_html"><div class="ttname"><a href="base_8h.html">base.h</a></div><div class="ttdoc">Base classes for the Relay IR. </div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html_ad71dfaf2cb9b1afad1757681aa51b412"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html#ad71dfaf2cb9b1afad1757681aa51b412">tvm::relay::StridedSliceAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(StridedSliceAttrs,"relay.attrs.StridedSliceAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:263</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SequenceMaskAttrs_html_a89976b047aa6fa83747077ed0260a5aa"><div class="ttname"><a href="structtvm_1_1relay_1_1SequenceMaskAttrs.html#a89976b047aa6fa83747077ed0260a5aa">tvm::relay::SequenceMaskAttrs::mask_value</a></div><div class="ttdeci">double mask_value</div><div class="ttdef"><b>Definition:</b> transform.h:322</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1NdarraySizeAttrs_html_a58d630300fa3ce26c47a6ba7a7362fab"><div class="ttname"><a href="structtvm_1_1relay_1_1NdarraySizeAttrs.html#a58d630300fa3ce26c47a6ba7a7362fab">tvm::relay::NdarraySizeAttrs::dtype</a></div><div class="ttdeci">DataType dtype</div><div class="ttdef"><b>Definition:</b> transform.h:343</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html_ad71dfaf2cb9b1afad1757681aa51b412"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html#ad71dfaf2cb9b1afad1757681aa51b412">tvm::relay::StridedSliceAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(StridedSliceAttrs,"relay.attrs.StridedSliceAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:271</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SequenceMaskAttrs_html_a89976b047aa6fa83747077ed0260a5aa"><div class="ttname"><a href="structtvm_1_1relay_1_1SequenceMaskAttrs.html#a89976b047aa6fa83747077ed0260a5aa">tvm::relay::SequenceMaskAttrs::mask_value</a></div><div class="ttdeci">double mask_value</div><div class="ttdef"><b>Definition:</b> transform.h:343</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1NdarraySizeAttrs_html_a58d630300fa3ce26c47a6ba7a7362fab"><div class="ttname"><a href="structtvm_1_1relay_1_1NdarraySizeAttrs.html#a58d630300fa3ce26c47a6ba7a7362fab">tvm::relay::NdarraySizeAttrs::dtype</a></div><div class="ttdeci">DataType dtype</div><div class="ttdef"><b>Definition:</b> transform.h:364</div></div>
<div class="ttc" id="classtvm_1_1AttrsNode_html"><div class="ttname"><a href="classtvm_1_1AttrsNode.html">tvm::AttrsNode</a></div><div class="ttdoc">The base class of the all the Use "curiously recurring template pattern". </div><div class="ttdef"><b>Definition:</b> attrs.h:634</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ShapeOfAttrs_html_a4971bcf217d49330d12c48997274f264"><div class="ttname"><a href="structtvm_1_1relay_1_1ShapeOfAttrs.html#a4971bcf217d49330d12c48997274f264">tvm::relay::ShapeOfAttrs::dtype</a></div><div class="ttdeci">DataType dtype</div><div class="ttdef"><b>Definition:</b> transform.h:314</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ShapeOfAttrs_html_a4971bcf217d49330d12c48997274f264"><div class="ttname"><a href="structtvm_1_1relay_1_1ShapeOfAttrs.html#a4971bcf217d49330d12c48997274f264">tvm::relay::ShapeOfAttrs::dtype</a></div><div class="ttdeci">DataType dtype</div><div class="ttdef"><b>Definition:</b> transform.h:335</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1TransposeAttrs_html_a19f1372f9f3c5dbdc5ce5c0efc42d08b"><div class="ttname"><a href="structtvm_1_1relay_1_1TransposeAttrs.html#a19f1372f9f3c5dbdc5ce5c0efc42d08b">tvm::relay::TransposeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(TransposeAttrs,"relay.attrs.TransposeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:78</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html_aabe51ead537f676d53ffedf91b16ae66"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html#aabe51ead537f676d53ffedf91b16ae66">tvm::relay::ArangeAttrs::step</a></div><div class="ttdeci">Expr step</div><div class="ttdef"><b>Definition:</b> transform.h:145</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1RepeatAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1RepeatAttrs.html">tvm::relay::RepeatAttrs</a></div><div class="ttdoc">Attributes used in repeat operators. </div><div class="ttdef"><b>Definition:</b> transform.h:179</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html_ab8c4942d4242425714b21488bae72fec"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html#ab8c4942d4242425714b21488bae72fec">tvm::relay::StridedSliceAttrs::strides</a></div><div class="ttdeci">Optional< Array< Integer > > strides</div><div class="ttdef"><b>Definition:</b> transform.h:260</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SqueezeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1SqueezeAttrs.html">tvm::relay::SqueezeAttrs</a></div><div class="ttdoc">Attributes used in squeeze operators. </div><div class="ttdef"><b>Definition:</b> transform.h:225</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1LayoutTransformAttrs_html_ab7f5ccbb4c1f408da1f7a9d76c35fcf4"><div class="ttname"><a href="structtvm_1_1relay_1_1LayoutTransformAttrs.html#ab7f5ccbb4c1f408da1f7a9d76c35fcf4">tvm::relay::LayoutTransformAttrs::dst_layout</a></div><div class="ttdeci">std::string dst_layout</div><div class="ttdef"><b>Definition:</b> transform.h:304</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SqueezeAttrs_html_ad683cfe14b5df05aa38a2a3824b5d882"><div class="ttname"><a href="structtvm_1_1relay_1_1SqueezeAttrs.html#ad683cfe14b5df05aa38a2a3824b5d882">tvm::relay::SqueezeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(SqueezeAttrs,"relay.attrs.SqueezeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:229</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SqueezeAttrs_html_ac12e95580d7c77a3f7221c528ab3bcb2"><div class="ttname"><a href="structtvm_1_1relay_1_1SqueezeAttrs.html#ac12e95580d7c77a3f7221c528ab3bcb2">tvm::relay::SqueezeAttrs::axis</a></div><div class="ttdeci">Array< Integer > axis</div><div class="ttdef"><b>Definition:</b> transform.h:227</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1MeshgridAttrs_html_a5b1496dab20d06f658984b4fcb8a3d42"><div class="ttname"><a href="structtvm_1_1relay_1_1MeshgridAttrs.html#a5b1496dab20d06f658984b4fcb8a3d42">tvm::relay::MeshgridAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(MeshgridAttrs,"relay.attrs.MeshgridAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:160</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html_aabe51ead537f676d53ffedf91b16ae66"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html#aabe51ead537f676d53ffedf91b16ae66">tvm::relay::ArangeAttrs::step</a></div><div class="ttdeci">Expr step</div><div class="ttdef"><b>Definition:</b> transform.h:153</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1RepeatAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1RepeatAttrs.html">tvm::relay::RepeatAttrs</a></div><div class="ttdoc">Attributes used in repeat operators. </div><div class="ttdef"><b>Definition:</b> transform.h:187</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html_ab8c4942d4242425714b21488bae72fec"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html#ab8c4942d4242425714b21488bae72fec">tvm::relay::StridedSliceAttrs::strides</a></div><div class="ttdeci">Optional< Array< Integer > > strides</div><div class="ttdef"><b>Definition:</b> transform.h:268</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SqueezeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1SqueezeAttrs.html">tvm::relay::SqueezeAttrs</a></div><div class="ttdoc">Attributes used in squeeze operators. </div><div class="ttdef"><b>Definition:</b> transform.h:233</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1LayoutTransformAttrs_html_ab7f5ccbb4c1f408da1f7a9d76c35fcf4"><div class="ttname"><a href="structtvm_1_1relay_1_1LayoutTransformAttrs.html#ab7f5ccbb4c1f408da1f7a9d76c35fcf4">tvm::relay::LayoutTransformAttrs::dst_layout</a></div><div class="ttdeci">std::string dst_layout</div><div class="ttdef"><b>Definition:</b> transform.h:325</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SqueezeAttrs_html_ad683cfe14b5df05aa38a2a3824b5d882"><div class="ttname"><a href="structtvm_1_1relay_1_1SqueezeAttrs.html#ad683cfe14b5df05aa38a2a3824b5d882">tvm::relay::SqueezeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(SqueezeAttrs,"relay.attrs.SqueezeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:237</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SqueezeAttrs_html_ac12e95580d7c77a3f7221c528ab3bcb2"><div class="ttname"><a href="structtvm_1_1relay_1_1SqueezeAttrs.html#ac12e95580d7c77a3f7221c528ab3bcb2">tvm::relay::SqueezeAttrs::axis</a></div><div class="ttdeci">Array< Integer > axis</div><div class="ttdef"><b>Definition:</b> transform.h:235</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1MeshgridAttrs_html_a5b1496dab20d06f658984b4fcb8a3d42"><div class="ttname"><a href="structtvm_1_1relay_1_1MeshgridAttrs.html#a5b1496dab20d06f658984b4fcb8a3d42">tvm::relay::MeshgridAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(MeshgridAttrs,"relay.attrs.MeshgridAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:168</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ConcatenateAttrs_html_adfcdf16b2e6e74b0e88b3886384e8077"><div class="ttname"><a href="structtvm_1_1relay_1_1ConcatenateAttrs.html#adfcdf16b2e6e74b0e88b3886384e8077">tvm::relay::ConcatenateAttrs::axis</a></div><div class="ttdeci">int axis</div><div class="ttdef"><b>Definition:</b> transform.h:65</div></div>
<div class="ttc" id="namespacetvm_html_ab6c242e8ac09beb463fba306948b7f15"><div class="ttname"><a href="namespacetvm.html#ab6c242e8ac09beb463fba306948b7f15">tvm::NullValue</a></div><div class="ttdeci">TObjectRef NullValue()</div><div class="ttdoc">Create a NodeRef type that represents null. </div><div class="ttdef"><b>Definition:</b> attrs.h:84</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SequenceMaskAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1SequenceMaskAttrs.html">tvm::relay::SequenceMaskAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:321</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html_ae6c7574b378953c4491e9ac6c618d43c"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html#ae6c7574b378953c4491e9ac6c618d43c">tvm::relay::ArangeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ArangeAttrs,"relay.attrs.ArangeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:148</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1LayoutTransformAttrs_html_a9e39ae3c7dccea1087b6caaed7563b94"><div class="ttname"><a href="structtvm_1_1relay_1_1LayoutTransformAttrs.html#a9e39ae3c7dccea1087b6caaed7563b94">tvm::relay::LayoutTransformAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(LayoutTransformAttrs,"relay.attrs.LayoutTransformAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:306</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SequenceMaskAttrs_html_a15f8fc5585e9bba5c2587963213681d4"><div class="ttname"><a href="structtvm_1_1relay_1_1SequenceMaskAttrs.html#a15f8fc5585e9bba5c2587963213681d4">tvm::relay::SequenceMaskAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(SequenceMaskAttrs,"relay.attrs.SequenceMaskAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:325</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1RepeatAttrs_html_a9beb4e18ba35d6323f7463dbb4f95c1b"><div class="ttname"><a href="structtvm_1_1relay_1_1RepeatAttrs.html#a9beb4e18ba35d6323f7463dbb4f95c1b">tvm::relay::RepeatAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(RepeatAttrs,"relay.attrs.RepeatAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:182</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ReverseSequenceAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html">tvm::relay::ReverseSequenceAttrs</a></div><div class="ttdoc">Attributes used in reverse_sequence operators. </div><div class="ttdef"><b>Definition:</b> transform.h:211</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SequenceMaskAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1SequenceMaskAttrs.html">tvm::relay::SequenceMaskAttrs</a></div><div class="ttdef"><b>Definition:</b> transform.h:342</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ArangeAttrs_html_ae6c7574b378953c4491e9ac6c618d43c"><div class="ttname"><a href="structtvm_1_1relay_1_1ArangeAttrs.html#ae6c7574b378953c4491e9ac6c618d43c">tvm::relay::ArangeAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ArangeAttrs,"relay.attrs.ArangeAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:156</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1LayoutTransformAttrs_html_a9e39ae3c7dccea1087b6caaed7563b94"><div class="ttname"><a href="structtvm_1_1relay_1_1LayoutTransformAttrs.html#a9e39ae3c7dccea1087b6caaed7563b94">tvm::relay::LayoutTransformAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(LayoutTransformAttrs,"relay.attrs.LayoutTransformAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:327</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SequenceMaskAttrs_html_a15f8fc5585e9bba5c2587963213681d4"><div class="ttname"><a href="structtvm_1_1relay_1_1SequenceMaskAttrs.html#a15f8fc5585e9bba5c2587963213681d4">tvm::relay::SequenceMaskAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(SequenceMaskAttrs,"relay.attrs.SequenceMaskAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:346</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1RepeatAttrs_html_a9beb4e18ba35d6323f7463dbb4f95c1b"><div class="ttname"><a href="structtvm_1_1relay_1_1RepeatAttrs.html#a9beb4e18ba35d6323f7463dbb4f95c1b">tvm::relay::RepeatAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(RepeatAttrs,"relay.attrs.RepeatAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:190</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ReverseSequenceAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html">tvm::relay::ReverseSequenceAttrs</a></div><div class="ttdoc">Attributes used in reverse_sequence operators. </div><div class="ttdef"><b>Definition:</b> transform.h:219</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ReshapeAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ReshapeAttrs.html">tvm::relay::ReshapeAttrs</a></div><div class="ttdoc">Attributes used in reshape operators. </div><div class="ttdef"><b>Definition:</b> transform.h:84</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ClipAttrs_html_a751c6dbf39793d4657a81619393f7a20"><div class="ttname"><a href="structtvm_1_1relay_1_1ClipAttrs.html#a751c6dbf39793d4657a81619393f7a20">tvm::relay::ClipAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ClipAttrs,"relay.attrs.ClipAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:295</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ShapeOfAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ShapeOfAttrs.html">tvm::relay::ShapeOfAttrs</a></div><div class="ttdoc">Attributes for ShapeOf operator. </div><div class="ttdef"><b>Definition:</b> transform.h:313</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1GatherAttrs_html_afebf3efdcef2b99e2515056a464dcdc0"><div class="ttname"><a href="structtvm_1_1relay_1_1GatherAttrs.html#afebf3efdcef2b99e2515056a464dcdc0">tvm::relay::GatherAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:105</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1SparseToDenseAttrs_html_a96725ff7c8a481e81a2fd0ad163b4ecf"><div class="ttname"><a href="structtvm_1_1relay_1_1SparseToDenseAttrs.html#a96725ff7c8a481e81a2fd0ad163b4ecf">tvm::relay::SparseToDenseAttrs::output_shape</a></div><div class="ttdeci">Array< Integer > output_shape</div><div class="ttdef"><b>Definition:</b> transform.h:334</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html_a2492ceafc309edf983ba8c78fae5afe2"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html#a2492ceafc309edf983ba8c78fae5afe2">tvm::relay::StridedSliceAttrs::end</a></div><div class="ttdeci">Optional< Array< Integer > > end</div><div class="ttdef"><b>Definition:</b> transform.h:259</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1RepeatAttrs_html_a91f67f0c8914efd2b7359eea9074b43f"><div class="ttname"><a href="structtvm_1_1relay_1_1RepeatAttrs.html#a91f67f0c8914efd2b7359eea9074b43f">tvm::relay::RepeatAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:181</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1StackAttrs_html_a5baf92c2303bbdabf5aa90f1ab66ad12"><div class="ttname"><a href="structtvm_1_1relay_1_1StackAttrs.html#a5baf92c2303bbdabf5aa90f1ab66ad12">tvm::relay::StackAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:171</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ClipAttrs_html_a751c6dbf39793d4657a81619393f7a20"><div class="ttname"><a href="structtvm_1_1relay_1_1ClipAttrs.html#a751c6dbf39793d4657a81619393f7a20">tvm::relay::ClipAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ClipAttrs,"relay.attrs.ClipAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:303</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ScatterAddAttrs_html_a641f7409b6194a04a6a9889fe19dc3fb"><div class="ttname"><a href="structtvm_1_1relay_1_1ScatterAddAttrs.html#a641f7409b6194a04a6a9889fe19dc3fb">tvm::relay::ScatterAddAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:105</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ShapeOfAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ShapeOfAttrs.html">tvm::relay::ShapeOfAttrs</a></div><div class="ttdoc">Attributes for ShapeOf operator. </div><div class="ttdef"><b>Definition:</b> transform.h:334</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1GatherAttrs_html_afebf3efdcef2b99e2515056a464dcdc0"><div class="ttname"><a href="structtvm_1_1relay_1_1GatherAttrs.html#afebf3efdcef2b99e2515056a464dcdc0">tvm::relay::GatherAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:113</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1SparseToDenseAttrs_html_a96725ff7c8a481e81a2fd0ad163b4ecf"><div class="ttname"><a href="structtvm_1_1relay_1_1SparseToDenseAttrs.html#a96725ff7c8a481e81a2fd0ad163b4ecf">tvm::relay::SparseToDenseAttrs::output_shape</a></div><div class="ttdeci">Array< Integer > output_shape</div><div class="ttdef"><b>Definition:</b> transform.h:355</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1StridedSliceAttrs_html_a2492ceafc309edf983ba8c78fae5afe2"><div class="ttname"><a href="structtvm_1_1relay_1_1StridedSliceAttrs.html#a2492ceafc309edf983ba8c78fae5afe2">tvm::relay::StridedSliceAttrs::end</a></div><div class="ttdeci">Optional< Array< Integer > > end</div><div class="ttdef"><b>Definition:</b> transform.h:267</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1RepeatAttrs_html_a91f67f0c8914efd2b7359eea9074b43f"><div class="ttname"><a href="structtvm_1_1relay_1_1RepeatAttrs.html#a91f67f0c8914efd2b7359eea9074b43f">tvm::relay::RepeatAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:189</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1StackAttrs_html_a5baf92c2303bbdabf5aa90f1ab66ad12"><div class="ttname"><a href="structtvm_1_1relay_1_1StackAttrs.html#a5baf92c2303bbdabf5aa90f1ab66ad12">tvm::relay::StackAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:179</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1CastAttrs_html_a267b6de7f8e6aaf6329b60d86204e897"><div class="ttname"><a href="structtvm_1_1relay_1_1CastAttrs.html#a267b6de7f8e6aaf6329b60d86204e897">tvm::relay::CastAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(CastAttrs,"relay.attrs.CastAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:40</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ConcatenateAttrs_html"><div class="ttname"><a href="structtvm_1_1relay_1_1ConcatenateAttrs.html">tvm::relay::ConcatenateAttrs</a></div><div class="ttdoc">Attributes used in concatenate operators. </div><div class="ttdef"><b>Definition:</b> transform.h:64</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1ReverseSequenceAttrs_html_a922eb49dd420d3a148f206efca0e0b48"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html#a922eb49dd420d3a148f206efca0e0b48">tvm::relay::ReverseSequenceAttrs::batch_axis</a></div><div class="ttdeci">Integer batch_axis</div><div class="ttdef"><b>Definition:</b> transform.h:213</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1ReverseSequenceAttrs_html_a922eb49dd420d3a148f206efca0e0b48"><div class="ttname"><a href="structtvm_1_1relay_1_1ReverseSequenceAttrs.html#a922eb49dd420d3a148f206efca0e0b48">tvm::relay::ReverseSequenceAttrs::batch_axis</a></div><div class="ttdeci">Integer batch_axis</div><div class="ttdef"><b>Definition:</b> transform.h:221</div></div>
<div class="ttc" id="classtvm_1_1Integer_html"><div class="ttname"><a href="classtvm_1_1Integer.html">tvm::Integer</a></div><div class="ttdoc">Container of constant int that adds more constructors. </div><div class="ttdef"><b>Definition:</b> expr.h:351</div></div>
-<div class="ttc" id="structtvm_1_1relay_1_1TakeAttrs_html_a5d4f821c5541cb9deb71d835b144cb22"><div class="ttname"><a href="structtvm_1_1relay_1_1TakeAttrs.html#a5d4f821c5541cb9deb71d835b144cb22">tvm::relay::TakeAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:115</div></div>
+<div class="ttc" id="structtvm_1_1relay_1_1TakeAttrs_html_a5d4f821c5541cb9deb71d835b144cb22"><div class="ttname"><a href="structtvm_1_1relay_1_1TakeAttrs.html#a5d4f821c5541cb9deb71d835b144cb22">tvm::relay::TakeAttrs::axis</a></div><div class="ttdeci">Integer axis</div><div class="ttdef"><b>Definition:</b> transform.h:123</div></div>
<div class="ttc" id="structtvm_1_1relay_1_1ScatterAttrs_html_a5cbbb8d7a8d05eeb6847f75637f260fd"><div class="ttname"><a href="structtvm_1_1relay_1_1ScatterAttrs.html#a5cbbb8d7a8d05eeb6847f75637f260fd">tvm::relay::ScatterAttrs::TVM_DECLARE_ATTRS</a></div><div class="ttdeci">TVM_DECLARE_ATTRS(ScatterAttrs,"relay.attrs.ScatterAttrs")</div><div class="ttdef"><b>Definition:</b> transform.h:99</div></div>
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diff --git a/docs/api/doxygen/include_2tvm_2relay_2transform_8h.html b/docs/api/doxygen/include_2tvm_2relay_2transform_8h.html
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@@ -234,6 +234,9 @@ Functions</h2></td></tr>
<tr class="memitem:afbbf5f3e5ffb775fafb9c48473dbfa24"><td class="memItemLeft" align="right" valign="top">Pass </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1relay_1_1transform.html#afbbf5f3e5ffb775fafb9c48473dbfa24">tvm::relay::transform::RemoveUnusedFunctions</a> (Array< runtime::String > entry_functions)</td></tr>
<tr class="memdesc:afbbf5f3e5ffb775fafb9c48473dbfa24"><td class="mdescLeft"> </td><td class="mdescRight">Remove the unused functions in the Relay <a class="el" href="classtvm_1_1IRModule.html" title="Managed reference class to IRModuleNode. ">IRModule</a>. <a href="namespacetvm_1_1relay_1_1transform.html#afbbf5f3e5ffb775fafb9c48473dbfa24">More...</a><br /></td></tr>
<tr class="separator:afbbf5f3e5ffb775fafb9c48473dbfa24"><td class="memSeparator" colspan="2"> </td></tr>
+<tr class="memitem:a42d4de119382b9457742433bc7109ffe"><td class="memItemLeft" align="right" valign="top">Pass </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1relay_1_1transform.html#a42d4de119382b9457742433bc7109ffe">tvm::relay::transform::SimplifyExpr</a> ()</td></tr>
+<tr class="memdesc:a42d4de119382b9457742433bc7109ffe"><td class="mdescLeft"> </td><td class="mdescRight">Simplify the Relay expression. <a href="namespacetvm_1_1relay_1_1transform.html#a42d4de119382b9457742433bc7109ffe">More...</a><br /></td></tr>
+<tr class="separator:a42d4de119382b9457742433bc7109ffe"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:ad7cfa0b6a4537989b886d47767526726"><td class="memItemLeft" align="right" valign="top">Expr </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacetvm_1_1relay.html#ad7cfa0b6a4537989b886d47767526726">tvm::relay::Bind</a> (const Expr &expr, const <a class="el" href="classtvm_1_1Map.html">tvm::Map</a>< Var, Expr > &binds)</td></tr>
<tr class="memdesc:ad7cfa0b6a4537989b886d47767526726"><td class="mdescLeft"> </td><td class="mdescRight">Bind the free variables to a Relay expression. This is a helper function usually called by other pass functions to help optimizations. <a href="namespacetvm_1_1relay.html#ad7cfa0b6a4537989b886d47767526726">More...</a><br /></td></tr>
<tr class="separator:ad7cfa0b6a4537989b886d47767526726"><td class="memSeparator" colspan="2"> </td></tr>
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<div class="title">transform.h</div> </div>
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-<a href="include_2tvm_2relay_2transform_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class=" [...]
+<a href="include_2tvm_2relay_2transform_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class=" [...]
<div class="ttc" id="namespacetvm_1_1relay_1_1transform_html_a93bbf7ab3f612d4f38a6832d6b53b4fd"><div class="ttname"><a href="namespacetvm_1_1relay_1_1transform.html#a93bbf7ab3f612d4f38a6832d6b53b4fd">tvm::relay::transform::CanonicalizeCast</a></div><div class="ttdeci">Pass CanonicalizeCast()</div><div class="ttdoc">Canonicalize cast expressions to make operator fusion more efficient. </div></div>
<div class="ttc" id="namespacetvm_1_1relay_1_1transform_html_aac0bfdaf6d09b360602243c81abe05a1"><div class="ttname"><a href="namespacetvm_1_1relay_1_1transform.html#aac0bfdaf6d09b360602243c81abe05a1">tvm::relay::transform::PartitionGraph</a></div><div class="ttdeci">Pass PartitionGraph()</div><div class="ttdoc">Partition a Relay program into regions that can be executed on different backends. </div></div>
<div class="ttc" id="namespacetvm_1_1relay_1_1transform_html_a2cfef0e02cca22f3e0e85e0a10a82f5b"><div class="ttname"><a href="namespacetvm_1_1relay_1_1transform.html#a2cfef0e02cca22f3e0e85e0a10a82f5b">tvm::relay::transform::ToGraphNormalForm</a></div><div class="ttdeci">Pass ToGraphNormalForm()</div><div class="ttdoc">Remove let binding and directly share via pointer instead. </div></div>
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<div class="ttc" id="namespacetvm_1_1relay_1_1transform_html_a41656c71a440f1f9c9eae0aa409d2b22"><div class="ttname"><a href="namespacetvm_1_1relay_1_1transform.html#a41656c71a440f1f9c9eae0aa409d2b22">tvm::relay::transform::FoldConstant</a></div><div class="ttdeci">Pass FoldConstant()</div><div class="ttdoc">Fold constant expressions. </div></div>
<div class="ttc" id="namespacetvm_1_1relay_1_1transform_html_aa405b5f11938fb8c4fa2ca21926edc9d"><div class="ttname"><a href="namespacetvm_1_1relay_1_1transform.html#aa405b5f11938fb8c4fa2ca21926edc9d">tvm::relay::transform::PassInfo</a></div><div class="ttdeci">tvm::transform::PassInfo PassInfo</div><div class="ttdef"><b>Definition:</b> transform.h:43</div></div>
<div class="ttc" id="classtvm_1_1transform_1_1Sequential_html"><div class="ttname"><a href="classtvm_1_1transform_1_1Sequential.html">tvm::transform::Sequential</a></div><div class="ttdef"><b>Definition:</b> transform.h:371</div></div>
+<div class="ttc" id="namespacetvm_1_1relay_1_1transform_html_a42d4de119382b9457742433bc7109ffe"><div class="ttname"><a href="namespacetvm_1_1relay_1_1transform.html#a42d4de119382b9457742433bc7109ffe">tvm::relay::transform::SimplifyExpr</a></div><div class="ttdeci">Pass SimplifyExpr()</div><div class="ttdoc">Simplify the Relay expression. </div></div>
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+<g id="a_node324"><a xlink:href="classtvm_1_1relay_1_1RelayNode.html" target="_top" xlink:title="This is the base node container of all relay structures. ">
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<text text-anchor="middle" x="175.5" y="-1451.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::RelayNode</text>
</a>
</g>
</g>
-<!-- Node1->Node316 -->
-<g id="edge315" class="edge"><title>Node1->Node316</title>
+<!-- Node1->Node324 -->
+<g id="edge323" class="edge"><title>Node1->Node324</title>
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-<g id="node322" class="node"><title>Node322</title>
-<g id="a_node322"><a xlink:href="classtvm_1_1SourceNameNode.html" target="_top" xlink:title="The name of a source fragment. ">
+<!-- Node330 -->
+<g id="node330" class="node"><title>Node330</title>
+<g id="a_node330"><a xlink:href="classtvm_1_1SourceNameNode.html" target="_top" xlink:title="The name of a source fragment. ">
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<text text-anchor="middle" x="175.5" y="-1413.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::SourceNameNode</text>
</a>
</g>
</g>
-<!-- Node1->Node322 -->
-<g id="edge321" class="edge"><title>Node1->Node322</title>
+<!-- Node1->Node330 -->
+<g id="edge329" class="edge"><title>Node1->Node330</title>
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-<!-- Node323 -->
-<g id="node323" class="node"><title>Node323</title>
-<g id="a_node323"><a xlink:href="classtvm_1_1SpanNode.html" target="_top" xlink:title="Stores locations in frontend source that generated a node. ">
+<!-- Node331 -->
+<g id="node331" class="node"><title>Node331</title>
+<g id="a_node331"><a xlink:href="classtvm_1_1SpanNode.html" target="_top" xlink:title="Stores locations in frontend source that generated a node. ">
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<text text-anchor="middle" x="175.5" y="-1375.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::SpanNode</text>
</a>
</g>
</g>
-<!-- Node1->Node323 -->
-<g id="edge322" class="edge"><title>Node1->Node323</title>
+<!-- Node1->Node331 -->
+<g id="edge330" class="edge"><title>Node1->Node331</title>
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-<!-- Node324 -->
-<g id="node324" class="node"><title>Node324</title>
-<g id="a_node324"><a xlink:href="classtvm_1_1TargetIdNode.html" target="_top" xlink:title="Target Id, specifies the kind of the target. ">
+<!-- Node332 -->
+<g id="node332" class="node"><title>Node332</title>
+<g id="a_node332"><a xlink:href="classtvm_1_1TargetIdNode.html" target="_top" xlink:title="Target Id, specifies the kind of the target. ">
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<text text-anchor="middle" x="175.5" y="-1337.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::TargetIdNode</text>
</a>
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</g>
-<!-- Node1->Node324 -->
-<g id="edge323" class="edge"><title>Node1->Node324</title>
+<!-- Node1->Node332 -->
+<g id="edge331" class="edge"><title>Node1->Node332</title>
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-<g id="node325" class="node"><title>Node325</title>
-<g id="a_node325"><a xlink:href="classtvm_1_1TargetNode.html" target="_top" xlink:title="Compilation target. ">
+<!-- Node333 -->
+<g id="node333" class="node"><title>Node333</title>
+<g id="a_node333"><a xlink:href="classtvm_1_1TargetNode.html" target="_top" xlink:title="Compilation target. ">
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<text text-anchor="middle" x="175.5" y="-1299.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::TargetNode</text>
</a>
</g>
</g>
-<!-- Node1->Node325 -->
-<g id="edge324" class="edge"><title>Node1->Node325</title>
+<!-- Node1->Node333 -->
+<g id="edge332" class="edge"><title>Node1->Node333</title>
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-<!-- Node326 -->
-<g id="node326" class="node"><title>Node326</title>
-<g id="a_node326"><a xlink:href="classtvm_1_1te_1_1IterVarAttrNode.html" target="_top" xlink:title="node container for IterVar attr ">
+<!-- Node334 -->
+<g id="node334" class="node"><title>Node334</title>
+<g id="a_node334"><a xlink:href="classtvm_1_1te_1_1IterVarAttrNode.html" target="_top" xlink:title="node container for IterVar attr ">
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<text text-anchor="middle" x="175.5" y="-1261.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::te::IterVarAttrNode</text>
</a>
</g>
</g>
-<!-- Node1->Node326 -->
-<g id="edge325" class="edge"><title>Node1->Node326</title>
+<!-- Node1->Node334 -->
+<g id="edge333" class="edge"><title>Node1->Node334</title>
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-<!-- Node327 -->
-<g id="node327" class="node"><title>Node327</title>
-<g id="a_node327"><a xlink:href="classtvm_1_1te_1_1IterVarRelationNode.html" target="_top" xlink:title="base node of iteration var ">
+<!-- Node335 -->
+<g id="node335" class="node"><title>Node335</title>
+<g id="a_node335"><a xlink:href="classtvm_1_1te_1_1IterVarRelationNode.html" target="_top" xlink:title="base node of iteration var ">
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<text text-anchor="middle" x="175.5" y="-1223.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::te::IterVarRelationNode</text>
</a>
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</g>
-<!-- Node1->Node327 -->
-<g id="edge326" class="edge"><title>Node1->Node327</title>
+<!-- Node1->Node335 -->
+<g id="edge334" class="edge"><title>Node1->Node335</title>
<path fill="none" stroke="midnightblue" d="M26.8862,-1453.26C33.3222,-1403.35 52.629,-1273.99 83,-1245 87.8115,-1240.41 93.4289,-1236.8 99.4704,-1233.97"/>
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-<g id="node332" class="node"><title>Node332</title>
-<g id="a_node332"><a xlink:href="classtvm_1_1te_1_1OperationNode.html" target="_top" xlink:title="Base class of all operation nodes. ">
+<!-- Node340 -->
+<g id="node340" class="node"><title>Node340</title>
+<g id="a_node340"><a xlink:href="classtvm_1_1te_1_1OperationNode.html" target="_top" xlink:title="Base class of all operation nodes. ">
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<text text-anchor="middle" x="175.5" y="-1185.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::te::OperationNode</text>
</a>
</g>
</g>
-<!-- Node1->Node332 -->
-<g id="edge331" class="edge"><title>Node1->Node332</title>
+<!-- Node1->Node340 -->
+<g id="edge339" class="edge"><title>Node1->Node340</title>
<path fill="none" stroke="midnightblue" d="M26.1288,-1453.01C31.0842,-1397.23 47.835,-1241.75 83,-1207 90.5006,-1199.59 100.091,-1194.71 110.227,-1191.57"/>
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-<!-- Node340 -->
-<g id="node340" class="node"><title>Node340</title>
-<g id="a_node340"><a xlink:href="classtvm_1_1te_1_1ScheduleNode.html" target="_top" xlink:title="node container for schedule ">
+<!-- Node348 -->
+<g id="node348" class="node"><title>Node348</title>
+<g id="a_node348"><a xlink:href="classtvm_1_1te_1_1ScheduleNode.html" target="_top" xlink:title="node container for schedule ">
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<text text-anchor="middle" x="175.5" y="-1147.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::te::ScheduleNode</text>
</a>
</g>
</g>
-<!-- Node1->Node340 -->
-<g id="edge339" class="edge"><title>Node1->Node340</title>
+<!-- Node1->Node348 -->
+<g id="edge347" class="edge"><title>Node1->Node348</title>
<path fill="none" stroke="midnightblue" d="M25.5305,-1453.02C29.0937,-1391.97 42.9516,-1209.64 83,-1169 90.8578,-1161.03 101.127,-1155.97 111.937,-1152.84"/>
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-<g id="node341" class="node"><title>Node341</title>
-<g id="a_node341"><a xlink:href="classtvm_1_1te_1_1SpecializedConditionNode.html" target="_top" xlink:title="Container for specialization conditions. ">
+<!-- Node349 -->
+<g id="node349" class="node"><title>Node349</title>
+<g id="a_node349"><a xlink:href="classtvm_1_1te_1_1SpecializedConditionNode.html" target="_top" xlink:title="Container for specialization conditions. ">
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<text text-anchor="middle" x="175.5" y="-1109.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::te::SpecializedConditionNode</text>
</a>
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</g>
-<!-- Node1->Node341 -->
-<g id="edge340" class="edge"><title>Node1->Node341</title>
+<!-- Node1->Node349 -->
+<g id="edge348" class="edge"><title>Node1->Node349</title>
<path fill="none" stroke="midnightblue" d="M25.0576,-1453.16C27.3238,-1387.32 38.0091,-1177.61 83,-1131 86.6057,-1127.26 90.7397,-1124.17 95.2135,-1121.6"/>
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-<!-- Node342 -->
-<g id="node342" class="node"><title>Node342</title>
-<g id="a_node342"><a xlink:href="classtvm_1_1te_1_1StageNode.html" target="_top" xlink:title="represents a stage. ">
+<!-- Node350 -->
+<g id="node350" class="node"><title>Node350</title>
+<g id="a_node350"><a xlink:href="classtvm_1_1te_1_1StageNode.html" target="_top" xlink:title="represents a stage. ">
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<text text-anchor="middle" x="175.5" y="-1071.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::te::StageNode</text>
</a>
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</g>
-<!-- Node1->Node342 -->
-<g id="edge341" class="edge"><title>Node1->Node342</title>
+<!-- Node1->Node350 -->
+<g id="edge349" class="edge"><title>Node1->Node350</title>
<path fill="none" stroke="midnightblue" d="M24.6818,-1453.27C25.7472,-1382.91 33.0462,-1145.62 83,-1093 92.6064,-1082.88 106.085,-1077.42 119.749,-1074.62"/>
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-<!-- Node343 -->
-<g id="node343" class="node"><title>Node343</title>
-<g id="a_node343"><a xlink:href="classtvm_1_1te_1_1TensorIntrinCallNode.html" target="_top" xlink:title="tvm::te::TensorIntrinCallNode">
+<!-- Node351 -->
+<g id="node351" class="node"><title>Node351</title>
+<g id="a_node351"><a xlink:href="classtvm_1_1te_1_1TensorIntrinCallNode.html" target="_top" xlink:title="tvm::te::TensorIntrinCallNode">
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<text text-anchor="middle" x="175.5" y="-1033.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::te::TensorIntrinCallNode</text>
</a>
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</g>
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-<g id="edge342" class="edge"><title>Node1->Node343</title>
+<!-- Node1->Node351 -->
+<g id="edge350" class="edge"><title>Node1->Node351</title>
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-<g id="node344" class="node"><title>Node344</title>
-<g id="a_node344"><a xlink:href="classtvm_1_1te_1_1TensorIntrinNode.html" target="_top" xlink:title="Node to represent a Tensor intrinsic operator. ">
+<!-- Node352 -->
+<g id="node352" class="node"><title>Node352</title>
+<g id="a_node352"><a xlink:href="classtvm_1_1te_1_1TensorIntrinNode.html" target="_top" xlink:title="Node to represent a Tensor intrinsic operator. ">
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<text text-anchor="middle" x="175.5" y="-995.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::te::TensorIntrinNode</text>
</a>
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</g>
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-<g id="edge343" class="edge"><title>Node1->Node344</title>
+<!-- Node1->Node352 -->
+<g id="edge351" class="edge"><title>Node1->Node352</title>
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-<g id="node345" class="node"><title>Node345</title>
-<g id="a_node345"><a xlink:href="classtvm_1_1tir_1_1BijectiveLayoutNode.html" target="_top" xlink:title="tvm::tir::BijectiveLayoutNode">
+<!-- Node353 -->
+<g id="node353" class="node"><title>Node353</title>
+<g id="a_node353"><a xlink:href="classtvm_1_1tir_1_1BijectiveLayoutNode.html" target="_top" xlink:title="tvm::tir::BijectiveLayoutNode">
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<text text-anchor="middle" x="175.5" y="-957.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::tir::BijectiveLayoutNode</text>
</a>
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-<g id="edge344" class="edge"><title>Node1->Node345</title>
+<!-- Node1->Node353 -->
+<g id="edge352" class="edge"><title>Node1->Node353</title>
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-<g id="node346" class="node"><title>Node346</title>
-<g id="a_node346"><a xlink:href="classtvm_1_1tir_1_1BufferNode.html" target="_top" xlink:title="Node to represent a buffer. ">
+<!-- Node354 -->
+<g id="node354" class="node"><title>Node354</title>
+<g id="a_node354"><a xlink:href="classtvm_1_1tir_1_1BufferNode.html" target="_top" xlink:title="Node to represent a buffer. ">
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<text text-anchor="middle" x="175.5" y="-919.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::tir::BufferNode</text>
</a>
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-<g id="edge345" class="edge"><title>Node1->Node346</title>
+<!-- Node1->Node354 -->
+<g id="edge353" class="edge"><title>Node1->Node354</title>
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-<g id="node347" class="node"><title>Node347</title>
-<g id="a_node347"><a xlink:href="classtvm_1_1tir_1_1CommReducerNode.html" target="_top" xlink:title="A commutative reducer node to represent a commutative binary operator with identity element...">
+<!-- Node355 -->
+<g id="node355" class="node"><title>Node355</title>
+<g id="a_node355"><a xlink:href="classtvm_1_1tir_1_1CommReducerNode.html" target="_top" xlink:title="A commutative reducer node to represent a commutative binary operator with identity element...">
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<text text-anchor="middle" x="175.5" y="-881.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::tir::CommReducerNode</text>
</a>
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-<g id="edge346" class="edge"><title>Node1->Node347</title>
+<!-- Node1->Node355 -->
+<g id="edge354" class="edge"><title>Node1->Node355</title>
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-<g id="node348" class="node"><title>Node348</title>
-<g id="a_node348"><a xlink:href="classtvm_1_1tir_1_1DataProducerNode.html" target="_top" xlink:title="Base node for data producers. ">
+<!-- Node356 -->
+<g id="node356" class="node"><title>Node356</title>
+<g id="a_node356"><a xlink:href="classtvm_1_1tir_1_1DataProducerNode.html" target="_top" xlink:title="Base node for data producers. ">
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<text text-anchor="middle" x="175.5" y="-843.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::tir::DataProducerNode</text>
</a>
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+<!-- Node1->Node356 -->
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<!-- Node22 -->
<g id="node22" class="node"><title>Node22</title>
<g id="a_node22"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ArgsortAttrs \>">
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-<text text-anchor="middle" x="397.5" y="-7855.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ArgsortAttrs ></text>
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+<text text-anchor="middle" x="397.5" y="-8053.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ArgsortAttrs ></text>
</a>
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<g id="edge21" class="edge"><title>Node9->Node22</title>
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<g id="node24" class="node"><title>Node24</title>
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-<text text-anchor="start" x="333" y="-7817" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< AvgPool1</text>
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+<text text-anchor="start" x="333" y="-8015" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< AvgPool1</text>
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<g id="node26" class="node"><title>Node26</title>
<g id="a_node26"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< AvgPool2\lDAttrs \>">
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-<text text-anchor="start" x="333" y="-7768" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< AvgPool2</text>
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+<text text-anchor="start" x="333" y="-7966" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< AvgPool2</text>
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</a>
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<!-- Node28 -->
<g id="node28" class="node"><title>Node28</title>
<g id="a_node28"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< AvgPool3\lDAttrs \>">
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+<text text-anchor="start" x="333" y="-7917" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< AvgPool3</text>
+<text text-anchor="middle" x="397.5" y="-7906" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs ></text>
</a>
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<g id="edge27" class="edge"><title>Node9->Node28</title>
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<!-- Node30 -->
<g id="node30" class="node"><title>Node30</title>
<g id="a_node30"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< BatchNorm\lAttrs \>">
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+<text text-anchor="start" x="327.5" y="-7868" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< BatchNorm</text>
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<g id="edge29" class="edge"><title>Node9->Node30</title>
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<g id="node32" class="node"><title>Node32</title>
<g id="a_node32"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< BiasAddAttrs \>">
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-<text text-anchor="middle" x="397.5" y="-7620.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< BiasAddAttrs ></text>
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+<text text-anchor="middle" x="397.5" y="-7818.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< BiasAddAttrs ></text>
</a>
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<g id="edge31" class="edge"><title>Node9->Node32</title>
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<g id="node34" class="node"><title>Node34</title>
<g id="a_node34"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< BinaryConv2\lDAttrs \>">
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+<text text-anchor="start" x="325" y="-7780" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< BinaryConv2</text>
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</a>
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<g id="node36" class="node"><title>Node36</title>
<g id="a_node36"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< BinaryDense\lAttrs \>">
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<g id="node38" class="node"><title>Node38</title>
<g id="a_node38"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< BitPackAttrs \>">
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</a>
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<!-- Node9->Node38 -->
<g id="edge37" class="edge"><title>Node9->Node38</title>
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<g id="node40" class="node"><title>Node40</title>
<g id="a_node40"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< CastAttrs \>">
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</a>
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<g id="node42" class="node"><title>Node42</title>
<g id="a_node42"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< CastHint\lAttrs \>">
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</a>
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<g id="edge41" class="edge"><title>Node9->Node42</title>
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<g id="node44" class="node"><title>Node44</title>
<g id="a_node44"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ClipAttrs \>">
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<g id="node68" class="node"><title>Node68</title>
<g id="a_node68"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ConvGemm\lWeightTransformAttrs \>">
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-<text text-anchor="start" x="326.5" y="-6810" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ConvGemm</text>
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+<text text-anchor="start" x="326.5" y="-7008" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ConvGemm</text>
+<text text-anchor="middle" x="397.5" y="-6997" font-family="Helvetica,sans-Serif" font-size="10.00">WeightTransformAttrs ></text>
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<!-- Node70 -->
<g id="node70" class="node"><title>Node70</title>
<g id="a_node70"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ConvWinograd\lWeightTransformAttrs \>">
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-<text text-anchor="start" x="320.5" y="-6761" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ConvWinograd</text>
-<text text-anchor="middle" x="397.5" y="-6750" font-family="Helvetica,sans-Serif" font-size="10.00">WeightTransformAttrs ></text>
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+<text text-anchor="start" x="320.5" y="-6959" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ConvWinograd</text>
+<text text-anchor="middle" x="397.5" y="-6948" font-family="Helvetica,sans-Serif" font-size="10.00">WeightTransformAttrs ></text>
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<!-- Node72 -->
<g id="node72" class="node"><title>Node72</title>
<g id="a_node72"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Correlation\lAttrs \>">
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-<text text-anchor="start" x="328.5" y="-6712" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Correlation</text>
-<text text-anchor="middle" x="397.5" y="-6701" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<polygon fill="white" stroke="black" points="320.5,-6892 320.5,-6922 474.5,-6922 474.5,-6892 320.5,-6892"/>
+<text text-anchor="start" x="328.5" y="-6910" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Correlation</text>
+<text text-anchor="middle" x="397.5" y="-6899" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
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<!-- Node9->Node72 -->
<g id="edge71" class="edge"><title>Node9->Node72</title>
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+<path fill="none" stroke="midnightblue" d="M242.239,-5729.55C252.144,-5732.82 261.277,-5738 268,-5746 349.316,-5842.77 225.085,-6784.27 304,-6883 308.454,-6888.57 314.022,-6892.95 320.203,-6896.38"/>
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<!-- Node74 -->
<g id="node74" class="node"><title>Node74</title>
<g id="a_node74"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< CropAndResize\lAttrs \>">
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-<text text-anchor="start" x="319" y="-6663" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< CropAndResize</text>
-<text text-anchor="middle" x="397.5" y="-6652" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<polygon fill="white" stroke="black" points="311,-6843 311,-6873 484,-6873 484,-6843 311,-6843"/>
+<text text-anchor="start" x="319" y="-6861" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< CropAndResize</text>
+<text text-anchor="middle" x="397.5" y="-6850" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
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<!-- Node9->Node74 -->
<g id="edge73" class="edge"><title>Node9->Node74</title>
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+<path fill="none" stroke="midnightblue" d="M242.23,-5729.56C252.135,-5732.83 261.271,-5738 268,-5746 345.811,-5838.46 228.96,-6738.28 304,-6833 306.996,-6836.78 310.5,-6840.03 314.358,-6842.81"/>
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<!-- Node76 -->
<g id="node76" class="node"><title>Node76</title>
<g id="a_node76"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< DebugAttrs \>">
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-<text text-anchor="middle" x="397.5" y="-6613.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DebugAttrs ></text>
+<polygon fill="white" stroke="black" points="314,-6804.5 314,-6823.5 481,-6823.5 481,-6804.5 314,-6804.5"/>
+<text text-anchor="middle" x="397.5" y="-6811.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DebugAttrs ></text>
</a>
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</g>
<!-- Node9->Node76 -->
<g id="edge75" class="edge"><title>Node9->Node76</title>
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<!-- Node78 -->
<g id="node78" class="node"><title>Node78</title>
<g id="a_node78"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Deformable\lConv2DAttrs \>">
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-<text text-anchor="start" x="326.5" y="-6575" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Deformable</text>
-<text text-anchor="middle" x="397.5" y="-6564" font-family="Helvetica,sans-Serif" font-size="10.00">Conv2DAttrs ></text>
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+<text text-anchor="start" x="326.5" y="-6773" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Deformable</text>
+<text text-anchor="middle" x="397.5" y="-6762" font-family="Helvetica,sans-Serif" font-size="10.00">Conv2DAttrs ></text>
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<!-- Node9->Node78 -->
<g id="edge77" class="edge"><title>Node9->Node78</title>
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<!-- Node80 -->
<g id="node80" class="node"><title>Node80</title>
<g id="a_node80"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< DenseAttrs \>">
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-<text text-anchor="middle" x="397.5" y="-6525.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DenseAttrs ></text>
+<polygon fill="white" stroke="black" points="314,-6716.5 314,-6735.5 481,-6735.5 481,-6716.5 314,-6716.5"/>
+<text text-anchor="middle" x="397.5" y="-6723.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DenseAttrs ></text>
</a>
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<!-- Node9->Node80 -->
<g id="edge79" class="edge"><title>Node9->Node80</title>
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<!-- Node82 -->
<g id="node82" class="node"><title>Node82</title>
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-<text text-anchor="start" x="326.5" y="-6487" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DeviceCopy</text>
-<text text-anchor="middle" x="397.5" y="-6476" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node82"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Dequantize\lAttrs \>">
+<polygon fill="white" stroke="black" points="319.5,-6667 319.5,-6697 475.5,-6697 475.5,-6667 319.5,-6667"/>
+<text text-anchor="start" x="327.5" y="-6685" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Dequantize</text>
+<text text-anchor="middle" x="397.5" y="-6674" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
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<!-- Node9->Node82 -->
<g id="edge81" class="edge"><title>Node9->Node82</title>
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<g id="node84" class="node"><title>Node84</title>
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-<text text-anchor="middle" x="397.5" y="-6437.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DilateAttrs ></text>
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+<text text-anchor="start" x="326.5" y="-6636" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DeviceCopy</text>
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</a>
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<!-- Node9->Node84 -->
<g id="edge83" class="edge"><title>Node9->Node84</title>
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<g id="node86" class="node"><title>Node86</title>
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-<text text-anchor="start" x="334" y="-6399" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Dilation2</text>
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+<text text-anchor="middle" x="397.5" y="-6586.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DilateAttrs ></text>
</a>
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<g id="edge85" class="edge"><title>Node9->Node86</title>
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-<text text-anchor="middle" x="397.5" y="-6349.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DropoutAttrs ></text>
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+<text text-anchor="start" x="334" y="-6548" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Dilation2</text>
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</a>
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<!-- Node9->Node88 -->
<g id="edge87" class="edge"><title>Node9->Node88</title>
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<!-- Node90 -->
<g id="node90" class="node"><title>Node90</title>
-<g id="a_node90"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ExpandDims\lAttrs \>">
-<polygon fill="white" stroke="black" points="317,-6293 317,-6323 478,-6323 478,-6293 317,-6293"/>
-<text text-anchor="start" x="325" y="-6311" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ExpandDims</text>
-<text text-anchor="middle" x="397.5" y="-6300" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node90"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< DropoutAttrs \>">
+<polygon fill="white" stroke="black" points="310,-6491.5 310,-6510.5 485,-6510.5 485,-6491.5 310,-6491.5"/>
+<text text-anchor="middle" x="397.5" y="-6498.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DropoutAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node90 -->
<g id="edge89" class="edge"><title>Node9->Node90</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="243.432,-5626.48 232.863,-5627.22 241.592,-5633.23 243.432,-5626.48"/>
+<path fill="none" stroke="midnightblue" d="M242.776,-5729.87C252.442,-5733.14 261.357,-5738.23 268,-5746 374.423,-5870.45 197.443,-6357.66 304,-6482 307.2,-6485.73 310.921,-6488.85 314.996,-6491.45"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.484,-5726.43 232.916,-5727.18 241.642,-5733.19 243.484,-5726.43"/>
</g>
<!-- Node92 -->
<g id="node92" class="node"><title>Node92</title>
-<g id="a_node92"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< FIFOBuffer\lAttrs \>">
-<polygon fill="white" stroke="black" points="322.5,-6244 322.5,-6274 472.5,-6274 472.5,-6244 322.5,-6244"/>
-<text text-anchor="start" x="330.5" y="-6262" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< FIFOBuffer</text>
-<text text-anchor="middle" x="397.5" y="-6251" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node92"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ExpandDims\lAttrs \>">
+<polygon fill="white" stroke="black" points="317,-6442 317,-6472 478,-6472 478,-6442 317,-6442"/>
+<text text-anchor="start" x="325" y="-6460" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ExpandDims</text>
+<text text-anchor="middle" x="397.5" y="-6449" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node92 -->
<g id="edge91" class="edge"><title>Node9->Node92</title>
-<path fill="none" stroke="midnightblue" d="M242.695,-5629.94C252.371,-5633.2 261.31,-5638.27 268,-5646 353.689,-5744.97 221.278,-6132.54 304,-6234 308.94,-6240.06 315.185,-6244.74 322.088,-6248.34"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="243.398,-5626.5 232.83,-5627.25 241.559,-5633.26 243.398,-5626.5"/>
+<path fill="none" stroke="midnightblue" d="M242.753,-5729.89C252.422,-5733.15 261.344,-5738.24 268,-5746 367.558,-5862.01 207.322,-6314.58 304,-6433 307.672,-6437.5 312.069,-6441.21 316.924,-6444.28"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.46,-5726.45 232.891,-5727.2 241.619,-5733.21 243.46,-5726.45"/>
</g>
<!-- Node94 -->
<g id="node94" class="node"><title>Node94</title>
-<g id="a_node94"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< GatherAttrs \>">
-<polygon fill="white" stroke="black" points="313,-6205.5 313,-6224.5 482,-6224.5 482,-6205.5 313,-6205.5"/>
-<text text-anchor="middle" x="397.5" y="-6212.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< GatherAttrs ></text>
+<g id="a_node94"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< FIFOBuffer\lAttrs \>">
+<polygon fill="white" stroke="black" points="322.5,-6393 322.5,-6423 472.5,-6423 472.5,-6393 322.5,-6393"/>
+<text text-anchor="start" x="330.5" y="-6411" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< FIFOBuffer</text>
+<text text-anchor="middle" x="397.5" y="-6400" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node94 -->
<g id="edge93" class="edge"><title>Node9->Node94</title>
-<path fill="none" stroke="midnightblue" d="M242.667,-5629.96C252.346,-5633.22 261.293,-5638.29 268,-5646 348.368,-5738.43 223.533,-6103.66 304,-6196 307.231,-6199.71 310.975,-6202.81 315.068,-6205.39"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="243.369,-5626.53 232.801,-5627.28 241.531,-5633.28 243.369,-5626.53"/>
+<path fill="none" stroke="midnightblue" d="M242.727,-5729.91C252.398,-5733.17 261.328,-5738.26 268,-5746 360.693,-5853.58 213.977,-6274.18 304,-6384 308.943,-6390.03 315.189,-6394.66 322.093,-6398.19"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.432,-5726.48 232.863,-5727.22 241.592,-5733.23 243.432,-5726.48"/>
</g>
<!-- Node96 -->
<g id="node96" class="node"><title>Node96</title>
-<g id="a_node96"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< GetValid\lCountsAttrs \>">
-<polygon fill="white" stroke="black" points="327,-6156 327,-6186 468,-6186 468,-6156 327,-6156"/>
-<text text-anchor="start" x="335" y="-6174" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< GetValid</text>
-<text text-anchor="middle" x="397.5" y="-6163" font-family="Helvetica,sans-Serif" font-size="10.00">CountsAttrs ></text>
+<g id="a_node96"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< FixedPoint\lMultiplyAttrs \>">
+<polygon fill="white" stroke="black" points="323,-6344 323,-6374 472,-6374 472,-6344 323,-6344"/>
+<text text-anchor="start" x="331" y="-6362" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< FixedPoint</text>
+<text text-anchor="middle" x="397.5" y="-6351" font-family="Helvetica,sans-Serif" font-size="10.00">MultiplyAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node96 -->
<g id="edge95" class="edge"><title>Node9->Node96</title>
-<path fill="none" stroke="midnightblue" d="M242.625,-5630C252.309,-5633.25 261.269,-5638.31 268,-5646 341.508,-5730 232.577,-6061.22 304,-6147 310.051,-6154.27 317.993,-6159.49 326.685,-6163.21"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="243.324,-5626.56 232.756,-5627.32 241.488,-5633.32 243.324,-5626.56"/>
+<path fill="none" stroke="midnightblue" d="M242.695,-5729.94C252.371,-5733.2 261.31,-5738.27 268,-5746 353.689,-5844.97 221.278,-6232.54 304,-6334 309.151,-6340.32 315.719,-6345.13 322.972,-6348.79"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.398,-5726.5 232.83,-5727.25 241.559,-5733.26 243.398,-5726.5"/>
</g>
<!-- Node98 -->
<g id="node98" class="node"><title>Node98</title>
-<g id="a_node98"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< GlobalPool2\lDAttrs \>">
-<polygon fill="white" stroke="black" points="318.5,-6107 318.5,-6137 476.5,-6137 476.5,-6107 318.5,-6107"/>
-<text text-anchor="start" x="326.5" y="-6125" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< GlobalPool2</text>
-<text text-anchor="middle" x="397.5" y="-6114" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs ></text>
+<g id="a_node98"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< GatherAttrs \>">
+<polygon fill="white" stroke="black" points="313,-6305.5 313,-6324.5 482,-6324.5 482,-6305.5 313,-6305.5"/>
+<text text-anchor="middle" x="397.5" y="-6312.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< GatherAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node98 -->
<g id="edge97" class="edge"><title>Node9->Node98</title>
-<path fill="none" stroke="midnightblue" d="M242.575,-5630.04C252.264,-5633.29 261.239,-5638.33 268,-5646 334.651,-5721.57 239.225,-6020.82 304,-6098 308.053,-6102.83 312.941,-6106.75 318.326,-6109.94"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="243.27,-5626.61 232.703,-5627.36 241.437,-5633.36 243.27,-5626.61"/>
+<path fill="none" stroke="midnightblue" d="M242.667,-5729.96C252.346,-5733.22 261.293,-5738.29 268,-5746 348.368,-5838.43 223.533,-6203.66 304,-6296 307.231,-6299.71 310.975,-6302.81 315.068,-6305.39"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.369,-5726.53 232.801,-5727.28 241.531,-5733.28 243.369,-5726.53"/>
</g>
<!-- Node100 -->
<g id="node100" class="node"><title>Node100</title>
-<g id="a_node100"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< GridSample\lAttrs \>">
-<polygon fill="white" stroke="black" points="318.5,-6058 318.5,-6088 476.5,-6088 476.5,-6058 318.5,-6058"/>
-<text text-anchor="start" x="326.5" y="-6076" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< GridSample</text>
-<text text-anchor="middle" x="397.5" y="-6065" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node100"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< GetValid\lCountsAttrs \>">
+<polygon fill="white" stroke="black" points="327,-6256 327,-6286 468,-6286 468,-6256 327,-6256"/>
+<text text-anchor="start" x="335" y="-6274" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< GetValid</text>
+<text text-anchor="middle" x="397.5" y="-6263" font-family="Helvetica,sans-Serif" font-size="10.00">CountsAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node100 -->
<g id="edge99" class="edge"><title>Node9->Node100</title>
-<path fill="none" stroke="midnightblue" d="M242.512,-5630.1C252.209,-5633.34 261.202,-5638.37 268,-5646 327.797,-5713.15 245.87,-5980.41 304,-6049 308.076,-6053.81 312.98,-6057.72 318.376,-6060.89"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="243.204,-5626.66 232.636,-5627.42 241.373,-5633.42 243.204,-5626.66"/>
+<path fill="none" stroke="midnightblue" d="M242.625,-5730C252.309,-5733.25 261.269,-5738.31 268,-5746 341.508,-5830 232.577,-6161.22 304,-6247 310.051,-6254.27 317.993,-6259.49 326.685,-6263.21"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.324,-5726.56 232.756,-5727.32 241.488,-5733.32 243.324,-5726.56"/>
</g>
<!-- Node102 -->
<g id="node102" class="node"><title>Node102</title>
-<g id="a_node102"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< GroupNorm\lAttrs \>">
-<polygon fill="white" stroke="black" points="318.5,-6009 318.5,-6039 476.5,-6039 476.5,-6009 318.5,-6009"/>
-<text text-anchor="start" x="326.5" y="-6027" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< GroupNorm</text>
-<text text-anchor="middle" x="397.5" y="-6016" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node102"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< GlobalPool2\lDAttrs \>">
+<polygon fill="white" stroke="black" points="318.5,-6207 318.5,-6237 476.5,-6237 476.5,-6207 318.5,-6207"/>
+<text text-anchor="start" x="326.5" y="-6225" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< GlobalPool2</text>
+<text text-anchor="middle" x="397.5" y="-6214" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node102 -->
<g id="edge101" class="edge"><title>Node9->Node102</title>
-<path fill="none" stroke="midnightblue" d="M242.431,-5630.17C252.137,-5633.4 261.155,-5638.41 268,-5646 373.618,-5763.11 201.896,-5878.81 304,-5999 308.093,-6003.82 313.009,-6007.76 318.413,-6010.97"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="243.117,-5626.73 232.55,-5627.5 241.29,-5633.49 243.117,-5626.73"/>
+<path fill="none" stroke="midnightblue" d="M242.575,-5730.04C252.264,-5733.29 261.239,-5738.33 268,-5746 334.651,-5821.57 239.225,-6120.82 304,-6198 308.053,-6202.83 312.941,-6206.75 318.326,-6209.94"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.27,-5726.61 232.703,-5727.36 241.437,-5733.36 243.27,-5726.61"/>
</g>
<!-- Node104 -->
<g id="node104" class="node"><title>Node104</title>
-<g id="a_node104"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< InitOpAttrs \>">
-<polygon fill="white" stroke="black" points="315.5,-5970.5 315.5,-5989.5 479.5,-5989.5 479.5,-5970.5 315.5,-5970.5"/>
-<text text-anchor="middle" x="397.5" y="-5977.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< InitOpAttrs ></text>
+<g id="a_node104"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< GridSample\lAttrs \>">
+<polygon fill="white" stroke="black" points="318.5,-6158 318.5,-6188 476.5,-6188 476.5,-6158 318.5,-6158"/>
+<text text-anchor="start" x="326.5" y="-6176" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< GridSample</text>
+<text text-anchor="middle" x="397.5" y="-6165" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node104 -->
<g id="edge103" class="edge"><title>Node9->Node104</title>
-<path fill="none" stroke="midnightblue" d="M242.699,-5630.36C252.282,-5633.59 261.191,-5638.54 268,-5646 363.007,-5750.07 208.881,-5857.04 304,-5961 307.431,-5964.75 311.387,-5967.87 315.691,-5970.46"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="243.513,-5626.95 232.943,-5627.68 241.658,-5633.7 243.513,-5626.95"/>
+<path fill="none" stroke="midnightblue" d="M242.512,-5730.1C252.209,-5733.34 261.202,-5738.37 268,-5746 327.797,-5813.15 245.87,-6080.41 304,-6149 308.076,-6153.81 312.98,-6157.72 318.376,-6160.89"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.204,-5726.66 232.636,-5727.42 241.373,-5733.42 243.204,-5726.66"/>
</g>
<!-- Node106 -->
<g id="node106" class="node"><title>Node106</title>
-<g id="a_node106"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Instance\lNormAttrs \>">
-<polygon fill="white" stroke="black" points="326.5,-5921 326.5,-5951 468.5,-5951 468.5,-5921 326.5,-5921"/>
-<text text-anchor="start" x="334.5" y="-5939" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Instance</text>
-<text text-anchor="middle" x="397.5" y="-5928" font-family="Helvetica,sans-Serif" font-size="10.00">NormAttrs ></text>
+<g id="a_node106"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< GroupNorm\lAttrs \>">
+<polygon fill="white" stroke="black" points="318.5,-6109 318.5,-6139 476.5,-6139 476.5,-6109 318.5,-6109"/>
+<text text-anchor="start" x="326.5" y="-6127" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< GroupNorm</text>
+<text text-anchor="middle" x="397.5" y="-6116" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node106 -->
<g id="edge105" class="edge"><title>Node9->Node106</title>
-<path fill="none" stroke="midnightblue" d="M242.567,-5630.48C252.166,-5633.69 261.114,-5638.61 268,-5646 349.345,-5733.27 224.823,-5822.76 304,-5912 310.056,-5918.83 317.779,-5923.83 326.174,-5927.47"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="243.372,-5627.07 232.802,-5627.81 241.523,-5633.82 243.372,-5627.07"/>
+<path fill="none" stroke="midnightblue" d="M242.431,-5730.17C252.137,-5733.4 261.155,-5738.41 268,-5746 373.618,-5863.11 201.896,-5978.81 304,-6099 308.093,-6103.82 313.009,-6107.76 318.413,-6110.97"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.117,-5726.73 232.55,-5727.5 241.29,-5733.49 243.117,-5726.73"/>
</g>
<!-- Node108 -->
<g id="node108" class="node"><title>Node108</title>
-<g id="a_node108"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< L2Normalize\lAttrs \>">
-<polygon fill="white" stroke="black" points="317,-5872 317,-5902 478,-5902 478,-5872 317,-5872"/>
-<text text-anchor="start" x="325" y="-5890" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< L2Normalize</text>
-<text text-anchor="middle" x="397.5" y="-5879" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node108"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< InitOpAttrs \>">
+<polygon fill="white" stroke="black" points="315.5,-6070.5 315.5,-6089.5 479.5,-6089.5 479.5,-6070.5 315.5,-6070.5"/>
+<text text-anchor="middle" x="397.5" y="-6077.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< InitOpAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node108 -->
<g id="edge107" class="edge"><title>Node9->Node108</title>
-<path fill="none" stroke="midnightblue" d="M242.378,-5630.66C252,-5633.85 261.004,-5638.72 268,-5646 335.72,-5716.51 238.032,-5790.85 304,-5863 307.694,-5867.04 311.973,-5870.44 316.625,-5873.29"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="243.17,-5627.25 232.602,-5628 241.332,-5634 243.17,-5627.25"/>
+<path fill="none" stroke="midnightblue" d="M242.699,-5730.36C252.282,-5733.59 261.191,-5738.54 268,-5746 363.007,-5850.07 208.881,-5957.04 304,-6061 307.431,-6064.75 311.387,-6067.87 315.691,-6070.46"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.513,-5726.95 232.943,-5727.68 241.658,-5733.7 243.513,-5726.95"/>
</g>
<!-- Node110 -->
<g id="node110" class="node"><title>Node110</title>
-<g id="a_node110"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< LayerNorm\lAttrs \>">
-<polygon fill="white" stroke="black" points="320,-5823 320,-5853 475,-5853 475,-5823 320,-5823"/>
-<text text-anchor="start" x="328" y="-5841" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< LayerNorm</text>
-<text text-anchor="middle" x="397.5" y="-5830" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node110"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Instance\lNormAttrs \>">
+<polygon fill="white" stroke="black" points="326.5,-6021 326.5,-6051 468.5,-6051 468.5,-6021 326.5,-6021"/>
+<text text-anchor="start" x="334.5" y="-6039" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Instance</text>
+<text text-anchor="middle" x="397.5" y="-6028" font-family="Helvetica,sans-Serif" font-size="10.00">NormAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node110 -->
<g id="edge109" class="edge"><title>Node9->Node110</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="243.341,-5627.68 232.771,-5628.4 241.488,-5634.43 243.341,-5627.68"/>
+<path fill="none" stroke="midnightblue" d="M242.567,-5730.48C252.166,-5733.69 261.114,-5738.61 268,-5746 349.345,-5833.27 224.823,-5922.76 304,-6012 310.056,-6018.83 317.779,-6023.83 326.174,-6027.47"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.372,-5727.07 232.802,-5727.81 241.523,-5733.82 243.372,-5727.07"/>
</g>
<!-- Node112 -->
<g id="node112" class="node"><title>Node112</title>
-<g id="a_node112"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< LayoutTransform\lAttrs \>">
-<polygon fill="white" stroke="black" points="307,-5774 307,-5804 488,-5804 488,-5774 307,-5774"/>
-<text text-anchor="start" x="315" y="-5792" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< LayoutTransform</text>
-<text text-anchor="middle" x="397.5" y="-5781" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node112"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< L2Normalize\lAttrs \>">
+<polygon fill="white" stroke="black" points="317,-5972 317,-6002 478,-6002 478,-5972 317,-5972"/>
+<text text-anchor="start" x="325" y="-5990" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< L2Normalize</text>
+<text text-anchor="middle" x="397.5" y="-5979" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node112 -->
<g id="edge111" class="edge"><title>Node9->Node112</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="243.292,-5628.35 232.722,-5629.06 241.43,-5635.1 243.292,-5628.35"/>
+<path fill="none" stroke="midnightblue" d="M242.378,-5730.66C252,-5733.85 261.004,-5738.72 268,-5746 335.72,-5816.51 238.032,-5890.85 304,-5963 307.694,-5967.04 311.973,-5970.44 316.625,-5973.29"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.17,-5727.25 232.602,-5728 241.332,-5734 243.17,-5727.25"/>
</g>
<!-- Node114 -->
<g id="node114" class="node"><title>Node114</title>
-<g id="a_node114"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< LeakyRelu\lAttrs \>">
-<polygon fill="white" stroke="black" points="323,-5725 323,-5755 472,-5755 472,-5725 323,-5725"/>
-<text text-anchor="start" x="331" y="-5743" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< LeakyRelu</text>
-<text text-anchor="middle" x="397.5" y="-5732" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node114"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< LayerNorm\lAttrs \>">
+<polygon fill="white" stroke="black" points="320,-5923 320,-5953 475,-5953 475,-5923 320,-5923"/>
+<text text-anchor="start" x="328" y="-5941" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< LayerNorm</text>
+<text text-anchor="middle" x="397.5" y="-5930" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node114 -->
<g id="edge113" class="edge"><title>Node9->Node114</title>
-<path fill="none" stroke="midnightblue" d="M242.268,-5633.24C251.5,-5636.16 260.412,-5640.26 268,-5646 295.592,-5666.86 277.038,-5693.33 304,-5715 309.706,-5719.58 316.182,-5723.33 322.997,-5726.39"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="243.142,-5629.85 232.574,-5630.6 241.307,-5636.6 243.142,-5629.85"/>
+<path fill="none" stroke="midnightblue" d="M242.438,-5731.06C251.964,-5734.22 260.922,-5738.97 268,-5746 322.167,-5799.82 251.171,-5858.86 304,-5914 308.591,-5918.79 314.006,-5922.67 319.875,-5925.81"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.341,-5727.68 232.771,-5728.4 241.488,-5734.43 243.341,-5727.68"/>
</g>
<!-- Node116 -->
<g id="node116" class="node"><title>Node116</title>
-<g id="a_node116"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< LRNAttrs \>">
-<polygon fill="white" stroke="black" points="320,-5686.5 320,-5705.5 475,-5705.5 475,-5686.5 320,-5686.5"/>
-<text text-anchor="middle" x="397.5" y="-5693.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< LRNAttrs ></text>
+<g id="a_node116"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< LayoutTransform\lAttrs \>">
+<polygon fill="white" stroke="black" points="307,-5874 307,-5904 488,-5904 488,-5874 307,-5874"/>
+<text text-anchor="start" x="315" y="-5892" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< LayoutTransform</text>
+<text text-anchor="middle" x="397.5" y="-5881" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node116 -->
<g id="edge115" class="edge"><title>Node9->Node116</title>
-<path fill="none" stroke="midnightblue" d="M242.587,-5636.52C251.369,-5638.99 260.07,-5642.09 268,-5646 286.94,-5655.33 285.05,-5667.69 304,-5677 311.945,-5680.9 320.655,-5684.01 329.452,-5686.47"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="243.226,-5633.07 232.672,-5634 241.5,-5639.86 243.226,-5633.07"/>
+<path fill="none" stroke="midnightblue" d="M242.591,-5731.79C251.94,-5734.88 260.803,-5739.42 268,-5746 308.772,-5783.29 264.156,-5826.72 304,-5865 307.589,-5868.45 311.607,-5871.42 315.904,-5873.97"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.292,-5728.35 232.722,-5729.06 241.43,-5735.1 243.292,-5728.35"/>
</g>
<!-- Node118 -->
<g id="node118" class="node"><title>Node118</title>
-<g id="a_node118"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MaxPool1\lDAttrs \>">
-<polygon fill="white" stroke="black" points="324,-5637 324,-5667 471,-5667 471,-5637 324,-5637"/>
-<text text-anchor="start" x="332" y="-5655" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MaxPool1</text>
-<text text-anchor="middle" x="397.5" y="-5644" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs ></text>
+<g id="a_node118"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< LeakyRelu\lAttrs \>">
+<polygon fill="white" stroke="black" points="323,-5825 323,-5855 472,-5855 472,-5825 323,-5825"/>
+<text text-anchor="start" x="331" y="-5843" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< LeakyRelu</text>
+<text text-anchor="middle" x="397.5" y="-5832" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node118 -->
<g id="edge117" class="edge"><title>Node9->Node118</title>
-<path fill="none" stroke="midnightblue" d="M242.575,-5634.51C268.211,-5637.42 297.654,-5640.77 323.88,-5643.75"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="242.916,-5631.02 232.585,-5633.37 242.125,-5637.98 242.916,-5631.02"/>
+<path fill="none" stroke="midnightblue" d="M242.268,-5733.24C251.5,-5736.16 260.412,-5740.26 268,-5746 295.592,-5766.86 277.038,-5793.33 304,-5815 309.706,-5819.58 316.182,-5823.33 322.997,-5826.39"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.142,-5729.85 232.574,-5730.6 241.307,-5736.6 243.142,-5729.85"/>
</g>
<!-- Node120 -->
<g id="node120" class="node"><title>Node120</title>
-<g id="a_node120"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MaxPool2\lDAttrs \>">
-<polygon fill="white" stroke="black" points="324,-5588 324,-5618 471,-5618 471,-5588 324,-5588"/>
-<text text-anchor="start" x="332" y="-5606" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MaxPool2</text>
-<text text-anchor="middle" x="397.5" y="-5595" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs ></text>
+<g id="a_node120"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< LRNAttrs \>">
+<polygon fill="white" stroke="black" points="320,-5786.5 320,-5805.5 475,-5805.5 475,-5786.5 320,-5786.5"/>
+<text text-anchor="middle" x="397.5" y="-5793.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< LRNAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node120 -->
<g id="edge119" class="edge"><title>Node9->Node120</title>
-<path fill="none" stroke="midnightblue" d="M242.575,-5619.79C268.211,-5617 297.654,-5613.78 323.88,-5610.92"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="242.146,-5616.32 232.585,-5620.88 242.905,-5623.28 242.146,-5616.32"/>
+<path fill="none" stroke="midnightblue" d="M242.587,-5736.52C251.369,-5738.99 260.07,-5742.09 268,-5746 286.94,-5755.33 285.05,-5767.69 304,-5777 311.945,-5780.9 320.655,-5784.01 329.452,-5786.47"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="243.226,-5733.07 232.672,-5734 241.5,-5739.86 243.226,-5733.07"/>
</g>
<!-- Node122 -->
<g id="node122" class="node"><title>Node122</title>
-<g id="a_node122"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MaxPool3\lDAttrs \>">
-<polygon fill="white" stroke="black" points="324,-5539 324,-5569 471,-5569 471,-5539 324,-5539"/>
-<text text-anchor="start" x="332" y="-5557" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MaxPool3</text>
-<text text-anchor="middle" x="397.5" y="-5546" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs ></text>
+<g id="a_node122"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MaxPool1\lDAttrs \>">
+<polygon fill="white" stroke="black" points="324,-5737 324,-5767 471,-5767 471,-5737 324,-5737"/>
+<text text-anchor="start" x="332" y="-5755" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MaxPool1</text>
+<text text-anchor="middle" x="397.5" y="-5744" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node122 -->
<g id="edge121" class="edge"><title>Node9->Node122</title>
-<path fill="none" stroke="midnightblue" d="M209.331,-5613.64C234.902,-5603.49 271.41,-5589.51 304,-5579 314.766,-5575.53 326.339,-5572.14 337.53,-5569.03"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="207.747,-5610.51 199.761,-5617.47 210.346,-5617.01 207.747,-5610.51"/>
+<path fill="none" stroke="midnightblue" d="M242.575,-5734.51C268.211,-5737.42 297.654,-5740.77 323.88,-5743.75"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="242.916,-5731.02 232.585,-5733.37 242.125,-5737.98 242.916,-5731.02"/>
</g>
<!-- Node124 -->
<g id="node124" class="node"><title>Node124</title>
-<g id="a_node124"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Meshgrid\lAttrs \>">
-<polygon fill="white" stroke="black" points="325,-5490 325,-5520 470,-5520 470,-5490 325,-5490"/>
-<text text-anchor="start" x="333" y="-5508" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Meshgrid</text>
-<text text-anchor="middle" x="397.5" y="-5497" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node124"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MaxPool2\lDAttrs \>">
+<polygon fill="white" stroke="black" points="324,-5688 324,-5718 471,-5718 471,-5688 324,-5688"/>
+<text text-anchor="start" x="332" y="-5706" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MaxPool2</text>
+<text text-anchor="middle" x="397.5" y="-5695" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node124 -->
<g id="edge123" class="edge"><title>Node9->Node124</title>
-<path fill="none" stroke="midnightblue" d="M193.468,-5610.59C216.618,-5589.06 260.243,-5551.52 304,-5530 311.762,-5526.18 320.187,-5522.88 328.686,-5520.05"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="191.037,-5608.07 186.167,-5617.48 195.842,-5613.16 191.037,-5608.07"/>
+<path fill="none" stroke="midnightblue" d="M242.575,-5719.79C268.211,-5717 297.654,-5713.78 323.88,-5710.92"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="242.146,-5716.32 232.585,-5720.88 242.905,-5723.28 242.146,-5716.32"/>
</g>
<!-- Node126 -->
<g id="node126" class="node"><title>Node126</title>
-<g id="a_node126"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MirrorPad\lAttrs \>">
-<polygon fill="white" stroke="black" points="324.5,-5441 324.5,-5471 470.5,-5471 470.5,-5441 324.5,-5441"/>
-<text text-anchor="start" x="332.5" y="-5459" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MirrorPad</text>
-<text text-anchor="middle" x="397.5" y="-5448" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node126"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MaxPool3\lDAttrs \>">
+<polygon fill="white" stroke="black" points="324,-5639 324,-5669 471,-5669 471,-5639 324,-5639"/>
+<text text-anchor="start" x="332" y="-5657" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MaxPool3</text>
+<text text-anchor="middle" x="397.5" y="-5646" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node126 -->
<g id="edge125" class="edge"><title>Node9->Node126</title>
-<path fill="none" stroke="midnightblue" d="M187.449,-5608.51C206.88,-5577.34 250.435,-5514.47 304,-5481 310.207,-5477.12 317.014,-5473.84 324.029,-5471.06"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="184.222,-5607.08 182.006,-5617.44 190.199,-5610.72 184.222,-5607.08"/>
+<path fill="none" stroke="midnightblue" d="M209.331,-5713.64C234.902,-5703.49 271.41,-5689.51 304,-5679 314.766,-5675.53 326.339,-5672.14 337.53,-5669.03"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="207.747,-5710.51 199.761,-5717.47 210.346,-5717.01 207.747,-5710.51"/>
</g>
<!-- Node128 -->
<g id="node128" class="node"><title>Node128</title>
-<g id="a_node128"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MultiBox\lPriorAttrs \>">
-<polygon fill="white" stroke="black" points="326.5,-5392 326.5,-5422 468.5,-5422 468.5,-5392 326.5,-5392"/>
-<text text-anchor="start" x="334.5" y="-5410" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MultiBox</text>
-<text text-anchor="middle" x="397.5" y="-5399" font-family="Helvetica,sans-Serif" font-size="10.00">PriorAttrs ></text>
+<g id="a_node128"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Meshgrid\lAttrs \>">
+<polygon fill="white" stroke="black" points="325,-5590 325,-5620 470,-5620 470,-5590 325,-5590"/>
+<text text-anchor="start" x="333" y="-5608" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Meshgrid</text>
+<text text-anchor="middle" x="397.5" y="-5597" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node128 -->
<g id="edge127" class="edge"><title>Node9->Node128</title>
-<path fill="none" stroke="midnightblue" d="M183.649,-5607.58C199.175,-5568.16 239.831,-5478.58 304,-5432 310.731,-5427.11 318.362,-5423.18 326.284,-5420.02"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="180.317,-5606.49 180.013,-5617.08 186.855,-5608.99 180.317,-5606.49"/>
+<path fill="none" stroke="midnightblue" d="M193.468,-5710.59C216.618,-5689.06 260.243,-5651.52 304,-5630 311.762,-5626.18 320.187,-5622.88 328.686,-5620.05"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="191.037,-5708.07 186.167,-5717.48 195.842,-5713.16 191.037,-5708.07"/>
</g>
<!-- Node130 -->
<g id="node130" class="node"><title>Node130</title>
-<g id="a_node130"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MultiBox\lTransformLocAttrs \>">
-<polygon fill="white" stroke="black" points="326.5,-5343 326.5,-5373 468.5,-5373 468.5,-5343 326.5,-5343"/>
-<text text-anchor="start" x="334.5" y="-5361" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MultiBox</text>
-<text text-anchor="middle" x="397.5" y="-5350" font-family="Helvetica,sans-Serif" font-size="10.00">TransformLocAttrs ></text>
+<g id="a_node130"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MirrorPad\lAttrs \>">
+<polygon fill="white" stroke="black" points="324.5,-5541 324.5,-5571 470.5,-5571 470.5,-5541 324.5,-5541"/>
+<text text-anchor="start" x="332.5" y="-5559" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MirrorPad</text>
+<text text-anchor="middle" x="397.5" y="-5548" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node130 -->
<g id="edge129" class="edge"><title>Node9->Node130</title>
-<path fill="none" stroke="midnightblue" d="M181.022,-5607.3C192.745,-5560.79 228.604,-5443.55 304,-5383 310.615,-5377.69 318.265,-5373.5 326.276,-5370.2"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="177.555,-5606.75 178.606,-5617.29 184.359,-5608.39 177.555,-5606.75"/>
+<path fill="none" stroke="midnightblue" d="M187.449,-5708.51C206.88,-5677.34 250.435,-5614.47 304,-5581 310.207,-5577.12 317.014,-5573.84 324.029,-5571.06"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="184.222,-5707.08 182.006,-5717.44 190.199,-5710.72 184.222,-5707.08"/>
</g>
<!-- Node132 -->
<g id="node132" class="node"><title>Node132</title>
-<g id="a_node132"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< NdarraySize\lAttrs \>">
-<polygon fill="white" stroke="black" points="317.5,-5294 317.5,-5324 477.5,-5324 477.5,-5294 317.5,-5294"/>
-<text text-anchor="start" x="325.5" y="-5312" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< NdarraySize</text>
-<text text-anchor="middle" x="397.5" y="-5301" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node132"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MultiBox\lPriorAttrs \>">
+<polygon fill="white" stroke="black" points="326.5,-5492 326.5,-5522 468.5,-5522 468.5,-5492 326.5,-5492"/>
+<text text-anchor="start" x="334.5" y="-5510" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MultiBox</text>
+<text text-anchor="middle" x="397.5" y="-5499" font-family="Helvetica,sans-Serif" font-size="10.00">PriorAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node132 -->
<g id="edge131" class="edge"><title>Node9->Node132</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="175.654,-5607.01 177.679,-5617.4 182.581,-5608.01 175.654,-5607.01"/>
+<path fill="none" stroke="midnightblue" d="M183.649,-5707.58C199.175,-5668.16 239.831,-5578.58 304,-5532 310.731,-5527.11 318.362,-5523.18 326.284,-5520.02"/>
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<!-- Node134 -->
<g id="node134" class="node"><title>Node134</title>
-<g id="a_node134"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< NonMaximum\lSuppressionAttrs \>">
-<polygon fill="white" stroke="black" points="313.5,-5245 313.5,-5275 481.5,-5275 481.5,-5245 313.5,-5245"/>
-<text text-anchor="start" x="321.5" y="-5263" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< NonMaximum</text>
-<text text-anchor="middle" x="397.5" y="-5252" font-family="Helvetica,sans-Serif" font-size="10.00">SuppressionAttrs ></text>
+<g id="a_node134"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< MultiBox\lTransformLocAttrs \>">
+<polygon fill="white" stroke="black" points="326.5,-5443 326.5,-5473 468.5,-5473 468.5,-5443 326.5,-5443"/>
+<text text-anchor="start" x="334.5" y="-5461" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< MultiBox</text>
+<text text-anchor="middle" x="397.5" y="-5450" font-family="Helvetica,sans-Serif" font-size="10.00">TransformLocAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node134 -->
<g id="edge133" class="edge"><title>Node9->Node134</title>
-<path fill="none" stroke="midnightblue" d="M177.777,-5607.31C182.653,-5548.89 205.199,-5375.03 304,-5285 308.181,-5281.19 312.883,-5277.95 317.893,-5275.2"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="174.278,-5607.16 177.02,-5617.39 181.259,-5607.68 174.278,-5607.16"/>
+<path fill="none" stroke="midnightblue" d="M181.022,-5707.3C192.745,-5660.79 228.604,-5543.55 304,-5483 310.615,-5477.69 318.265,-5473.5 326.276,-5470.2"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="177.555,-5706.75 178.606,-5717.29 184.359,-5708.39 177.555,-5706.75"/>
</g>
<!-- Node136 -->
<g id="node136" class="node"><title>Node136</title>
-<g id="a_node136"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< OnDevice\lAttrs \>">
-<polygon fill="white" stroke="black" points="324,-5196 324,-5226 471,-5226 471,-5196 324,-5196"/>
-<text text-anchor="start" x="332" y="-5214" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< OnDevice</text>
-<text text-anchor="middle" x="397.5" y="-5203" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node136"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< NdarraySize\lAttrs \>">
+<polygon fill="white" stroke="black" points="317.5,-5394 317.5,-5424 477.5,-5424 477.5,-5394 317.5,-5394"/>
+<text text-anchor="start" x="325.5" y="-5412" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< NdarraySize</text>
+<text text-anchor="middle" x="397.5" y="-5401" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node136 -->
<g id="edge135" class="edge"><title>Node9->Node136</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="173.227,-5607.31 176.514,-5617.38 180.226,-5607.46 173.227,-5607.31"/>
+<path fill="none" stroke="midnightblue" d="M179.137,-5707.38C187.279,-5654.7 216.954,-5509.15 304,-5434 308.407,-5430.2 313.338,-5426.96 318.568,-5424.22"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="175.654,-5707.01 177.679,-5717.4 182.581,-5708.01 175.654,-5707.01"/>
</g>
<!-- Node138 -->
<g id="node138" class="node"><title>Node138</title>
-<g id="a_node138"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< OneHotAttrs \>">
-<polygon fill="white" stroke="black" points="311,-5157.5 311,-5176.5 484,-5176.5 484,-5157.5 311,-5157.5"/>
-<text text-anchor="middle" x="397.5" y="-5164.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< OneHotAttrs ></text>
+<g id="a_node138"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< NonMaximum\lSuppressionAttrs \>">
+<polygon fill="white" stroke="black" points="313.5,-5345 313.5,-5375 481.5,-5375 481.5,-5345 313.5,-5345"/>
+<text text-anchor="start" x="321.5" y="-5363" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< NonMaximum</text>
+<text text-anchor="middle" x="397.5" y="-5352" font-family="Helvetica,sans-Serif" font-size="10.00">SuppressionAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node138 -->
<g id="edge137" class="edge"><title>Node9->Node138</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="176.002,-5606.99 177.93,-5617.41 182.92,-5608.06 176.002,-5606.99"/>
+<path fill="none" stroke="midnightblue" d="M177.777,-5707.31C182.653,-5648.89 205.199,-5475.03 304,-5385 308.181,-5381.19 312.883,-5377.95 317.893,-5375.2"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="174.278,-5707.16 177.02,-5717.39 181.259,-5707.68 174.278,-5707.16"/>
</g>
<!-- Node140 -->
<g id="node140" class="node"><title>Node140</title>
-<g id="a_node140"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< PadAttrs \>">
-<polygon fill="white" stroke="black" points="321,-5119.5 321,-5138.5 474,-5138.5 474,-5119.5 321,-5119.5"/>
-<text text-anchor="middle" x="397.5" y="-5126.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< PadAttrs ></text>
+<g id="a_node140"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< OnDevice\lAttrs \>">
+<polygon fill="white" stroke="black" points="324,-5296 324,-5326 471,-5326 471,-5296 324,-5296"/>
+<text text-anchor="start" x="332" y="-5314" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< OnDevice</text>
+<text text-anchor="middle" x="397.5" y="-5303" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node140 -->
<g id="edge139" class="edge"><title>Node9->Node140</title>
-<path fill="none" stroke="midnightblue" d="M178.966,-5607.43C189.646,-5525.79 234.523,-5213.59 304,-5148 308.888,-5143.39 314.582,-5139.76 320.7,-5136.93"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="175.492,-5607 177.687,-5617.37 182.435,-5607.9 175.492,-5607"/>
+<path fill="none" stroke="midnightblue" d="M176.732,-5707.11C178.597,-5643.19 193.38,-5441.09 304,-5336 309.668,-5330.61 316.373,-5326.36 323.543,-5323.01"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.227,-5707.31 176.514,-5717.38 180.226,-5707.46 173.227,-5707.31"/>
</g>
<!-- Node142 -->
<g id="node142" class="node"><title>Node142</title>
-<g id="a_node142"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< PReluAttrs \>">
-<polygon fill="white" stroke="black" points="317,-5081.5 317,-5100.5 478,-5100.5 478,-5081.5 317,-5081.5"/>
-<text text-anchor="middle" x="397.5" y="-5088.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< PReluAttrs ></text>
+<g id="a_node142"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< OneHotAttrs \>">
+<polygon fill="white" stroke="black" points="311,-5257.5 311,-5276.5 484,-5276.5 484,-5257.5 311,-5257.5"/>
+<text text-anchor="middle" x="397.5" y="-5264.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< OneHotAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node142 -->
<g id="edge141" class="edge"><title>Node9->Node142</title>
-<path fill="none" stroke="midnightblue" d="M178.575,-5607.28C188.008,-5521.45 229.619,-5181.52 304,-5110 307.9,-5106.25 312.331,-5103.15 317.092,-5100.6"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="175.071,-5607.14 177.479,-5617.45 182.03,-5607.89 175.071,-5607.14"/>
+<path fill="none" stroke="midnightblue" d="M179.528,-5707.09C191.763,-5629.24 239.982,-5346.74 304,-5287 308.565,-5282.74 313.812,-5279.3 319.44,-5276.54"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="176.002,-5706.99 177.93,-5717.41 182.92,-5708.06 176.002,-5706.99"/>
</g>
<!-- Node144 -->
<g id="node144" class="node"><title>Node144</title>
-<g id="a_node144"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Proposal\lAttrs \>">
-<polygon fill="white" stroke="black" points="326,-5032 326,-5062 469,-5062 469,-5032 326,-5032"/>
-<text text-anchor="start" x="334" y="-5050" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Proposal</text>
-<text text-anchor="middle" x="397.5" y="-5039" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node144"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< PadAttrs \>">
+<polygon fill="white" stroke="black" points="321,-5219.5 321,-5238.5 474,-5238.5 474,-5219.5 321,-5219.5"/>
+<text text-anchor="middle" x="397.5" y="-5226.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< PadAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node144 -->
<g id="edge143" class="edge"><title>Node9->Node144</title>
-<path fill="none" stroke="midnightblue" d="M178.359,-5607.1C187.124,-5517.43 227.152,-5151.84 304,-5072 310.114,-5065.65 317.662,-5060.85 325.786,-5057.25"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="174.856,-5606.97 177.386,-5617.25 181.824,-5607.63 174.856,-5606.97"/>
+<path fill="none" stroke="midnightblue" d="M178.966,-5707.43C189.646,-5625.79 234.523,-5313.59 304,-5248 308.888,-5243.39 314.582,-5239.76 320.7,-5236.93"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="175.492,-5707 177.687,-5717.37 182.435,-5707.9 175.492,-5707"/>
</g>
<!-- Node146 -->
<g id="node146" class="node"><title>Node146</title>
-<g id="a_node146"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Quantize\lAttrs \>">
-<polygon fill="white" stroke="black" points="325.5,-4983 325.5,-5013 469.5,-5013 469.5,-4983 325.5,-4983"/>
-<text text-anchor="start" x="333.5" y="-5001" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Quantize</text>
-<text text-anchor="middle" x="397.5" y="-4990" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node146"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< PReluAttrs \>">
+<polygon fill="white" stroke="black" points="317,-5181.5 317,-5200.5 478,-5200.5 478,-5181.5 317,-5181.5"/>
+<text text-anchor="middle" x="397.5" y="-5188.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< PReluAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node146 -->
<g id="edge145" class="edge"><title>Node9->Node146</title>
-<path fill="none" stroke="midnightblue" d="M177.954,-5607.18C185.26,-5512.9 220.945,-5110.84 304,-5023 309.943,-5016.71 317.289,-5011.95 325.221,-5008.35"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="174.451,-5607.09 177.187,-5617.32 181.431,-5607.61 174.451,-5607.09"/>
+<path fill="none" stroke="midnightblue" d="M178.575,-5707.28C188.008,-5621.45 229.619,-5281.52 304,-5210 307.9,-5206.25 312.331,-5203.15 317.092,-5200.6"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="175.071,-5707.14 177.479,-5717.45 182.03,-5707.89 175.071,-5707.14"/>
</g>
<!-- Node148 -->
<g id="node148" class="node"><title>Node148</title>
-<g id="a_node148"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ReduceAttrs \>">
-<polygon fill="white" stroke="black" points="312.5,-4944.5 312.5,-4963.5 482.5,-4963.5 482.5,-4944.5 312.5,-4944.5"/>
-<text text-anchor="middle" x="397.5" y="-4951.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ReduceAttrs ></text>
+<g id="a_node148"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Proposal\lAttrs \>">
+<polygon fill="white" stroke="black" points="326,-5132 326,-5162 469,-5162 469,-5132 326,-5132"/>
+<text text-anchor="start" x="334" y="-5150" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Proposal</text>
+<text text-anchor="middle" x="397.5" y="-5139" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node148 -->
<g id="edge147" class="edge"><title>Node9->Node148</title>
-<path fill="none" stroke="midnightblue" d="M177.504,-5607.38C182.957,-5508.69 212.229,-5067.64 304,-4974 308.14,-4969.78 312.945,-4966.34 318.146,-4963.57"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="174.005,-5607.28 176.966,-5617.45 180.995,-5607.65 174.005,-5607.28"/>
+<path fill="none" stroke="midnightblue" d="M178.359,-5707.1C187.124,-5617.43 227.152,-5251.84 304,-5172 310.114,-5165.65 317.662,-5160.85 325.786,-5157.25"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="174.856,-5706.97 177.386,-5717.25 181.824,-5707.63 174.856,-5706.97"/>
</g>
<!-- Node150 -->
<g id="node150" class="node"><title>Node150</title>
-<g id="a_node150"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< RepeatAttrs \>">
-<polygon fill="white" stroke="black" points="313,-4906.5 313,-4925.5 482,-4925.5 482,-4906.5 313,-4906.5"/>
-<text text-anchor="middle" x="397.5" y="-4913.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< RepeatAttrs ></text>
+<g id="a_node150"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Quantize\lAttrs \>">
+<polygon fill="white" stroke="black" points="325.5,-5083 325.5,-5113 469.5,-5113 469.5,-5083 325.5,-5083"/>
+<text text-anchor="start" x="333.5" y="-5101" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Quantize</text>
+<text text-anchor="middle" x="397.5" y="-5090" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node150 -->
<g id="edge149" class="edge"><title>Node9->Node150</title>
-<path fill="none" stroke="midnightblue" d="M177.26,-5607.17C181.605,-5504.52 206.653,-5034.35 304,-4935 307.672,-4931.25 311.871,-4928.15 316.408,-4925.58"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.755,-5607.23 176.847,-5617.36 180.749,-5607.51 173.755,-5607.23"/>
+<path fill="none" stroke="midnightblue" d="M177.954,-5707.18C185.26,-5612.9 220.945,-5210.84 304,-5123 309.943,-5116.71 317.289,-5111.95 325.221,-5108.35"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="174.451,-5707.09 177.187,-5717.32 181.431,-5707.61 174.451,-5707.09"/>
</g>
<!-- Node152 -->
<g id="node152" class="node"><title>Node152</title>
-<g id="a_node152"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Requantize\lAttrs \>">
-<polygon fill="white" stroke="black" points="320.5,-4857 320.5,-4887 474.5,-4887 474.5,-4857 320.5,-4857"/>
-<text text-anchor="start" x="328.5" y="-4875" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Requantize</text>
-<text text-anchor="middle" x="397.5" y="-4864" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node152"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ReduceAttrs \>">
+<polygon fill="white" stroke="black" points="312.5,-5044.5 312.5,-5063.5 482.5,-5063.5 482.5,-5044.5 312.5,-5044.5"/>
+<text text-anchor="middle" x="397.5" y="-5051.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ReduceAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node152 -->
<g id="edge151" class="edge"><title>Node9->Node152</title>
-<path fill="none" stroke="midnightblue" d="M177.17,-5607.21C181.144,-5501.64 204.929,-5005.53 304,-4897 308.598,-4891.96 314.096,-4887.9 320.088,-4884.62"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.666,-5607.27 176.804,-5617.39 180.661,-5607.53 173.666,-5607.27"/>
+<path fill="none" stroke="midnightblue" d="M177.504,-5707.38C182.957,-5608.69 212.229,-5167.64 304,-5074 308.14,-5069.78 312.945,-5066.34 318.146,-5063.57"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="174.005,-5707.28 176.966,-5717.45 180.995,-5707.65 174.005,-5707.28"/>
</g>
<!-- Node154 -->
<g id="node154" class="node"><title>Node154</title>
-<g id="a_node154"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ReshapeAttrs \>">
-<polygon fill="white" stroke="black" points="309.5,-4818.5 309.5,-4837.5 485.5,-4837.5 485.5,-4818.5 309.5,-4818.5"/>
-<text text-anchor="middle" x="397.5" y="-4825.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ReshapeAttrs ></text>
+<g id="a_node154"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< RepeatAttrs \>">
+<polygon fill="white" stroke="black" points="313,-5006.5 313,-5025.5 482,-5025.5 482,-5006.5 313,-5006.5"/>
+<text text-anchor="middle" x="397.5" y="-5013.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< RepeatAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node154 -->
<g id="edge153" class="edge"><title>Node9->Node154</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="173.331,-5607.42 176.64,-5617.49 180.33,-5607.56 173.331,-5607.42"/>
+<path fill="none" stroke="midnightblue" d="M177.26,-5707.17C181.605,-5604.52 206.653,-5134.35 304,-5035 307.672,-5031.25 311.871,-5028.15 316.408,-5025.58"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.755,-5707.23 176.847,-5717.36 180.749,-5707.51 173.755,-5707.23"/>
</g>
<!-- Node156 -->
<g id="node156" class="node"><title>Node156</title>
-<g id="a_node156"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Resize3d\lAttrs \>">
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-<text text-anchor="start" x="334" y="-4787" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Resize3d</text>
-<text text-anchor="middle" x="397.5" y="-4776" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node156"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Requantize\lAttrs \>">
+<polygon fill="white" stroke="black" points="320.5,-4957 320.5,-4987 474.5,-4987 474.5,-4957 320.5,-4957"/>
+<text text-anchor="start" x="328.5" y="-4975" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Requantize</text>
+<text text-anchor="middle" x="397.5" y="-4964" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
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<g id="edge155" class="edge"><title>Node9->Node156</title>
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+<path fill="none" stroke="midnightblue" d="M177.17,-5707.21C181.144,-5601.64 204.929,-5105.53 304,-4997 308.598,-4991.96 314.096,-4987.9 320.088,-4984.62"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.666,-5707.27 176.804,-5717.39 180.661,-5707.53 173.666,-5707.27"/>
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<!-- Node158 -->
<g id="node158" class="node"><title>Node158</title>
-<g id="a_node158"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ResizeAttrs \>">
-<polygon fill="white" stroke="black" points="314.5,-4730.5 314.5,-4749.5 480.5,-4749.5 480.5,-4730.5 314.5,-4730.5"/>
-<text text-anchor="middle" x="397.5" y="-4737.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ResizeAttrs ></text>
+<g id="a_node158"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ReshapeAttrs \>">
+<polygon fill="white" stroke="black" points="309.5,-4918.5 309.5,-4937.5 485.5,-4937.5 485.5,-4918.5 309.5,-4918.5"/>
+<text text-anchor="middle" x="397.5" y="-4925.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ReshapeAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node158 -->
<g id="edge157" class="edge"><title>Node9->Node158</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="172.977,-5607.25 176.469,-5617.26 179.977,-5607.26 172.977,-5607.25"/>
+<path fill="none" stroke="midnightblue" d="M176.836,-5707.19C179.116,-5597.16 195.709,-5061.93 304,-4948 307.962,-4943.83 312.569,-4940.43 317.572,-4937.66"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.331,-5707.42 176.64,-5717.49 180.33,-5707.56 173.331,-5707.42"/>
</g>
<!-- Node160 -->
<g id="node160" class="node"><title>Node160</title>
-<g id="a_node160"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ReverseAttrs \>">
-<polygon fill="white" stroke="black" points="311,-4692.5 311,-4711.5 484,-4711.5 484,-4692.5 311,-4692.5"/>
-<text text-anchor="middle" x="397.5" y="-4699.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ReverseAttrs ></text>
+<g id="a_node160"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ReshapeTensor\lAttrs \>">
+<polygon fill="white" stroke="black" points="311,-4869 311,-4899 484,-4899 484,-4869 311,-4869"/>
+<text text-anchor="start" x="319" y="-4887" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ReshapeTensor</text>
+<text text-anchor="middle" x="397.5" y="-4876" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
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<g id="edge159" class="edge"><title>Node9->Node160</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="172.822,-5607.4 176.393,-5617.38 179.822,-5607.35 172.822,-5607.4"/>
+<path fill="none" stroke="midnightblue" d="M176.768,-5707.01C178.693,-5593.62 193.749,-5032.02 304,-4909 307.442,-4905.16 311.406,-4901.88 315.717,-4899.09"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.264,-5707.27 176.609,-5717.33 180.263,-5707.38 173.264,-5707.27"/>
</g>
<!-- Node162 -->
<g id="node162" class="node"><title>Node162</title>
-<g id="a_node162"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ReverseSequence\lAttrs \>">
-<polygon fill="white" stroke="black" points="304,-4643 304,-4673 491,-4673 491,-4643 304,-4643"/>
-<text text-anchor="start" x="312" y="-4661" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ReverseSequence</text>
-<text text-anchor="middle" x="397.5" y="-4650" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node162"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Resize3d\lAttrs \>">
+<polygon fill="white" stroke="black" points="326,-4820 326,-4850 469,-4850 469,-4820 326,-4820"/>
+<text text-anchor="start" x="334" y="-4838" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Resize3d</text>
+<text text-anchor="middle" x="397.5" y="-4827" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node162 -->
<g id="edge161" class="edge"><title>Node9->Node162</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="172.814,-5607.34 176.39,-5617.31 179.813,-5607.29 172.814,-5607.34"/>
+<path fill="none" stroke="midnightblue" d="M176.573,-5707.29C177.407,-5590.62 187.38,-4991.26 304,-4860 309.967,-4853.28 317.532,-4848.29 325.756,-4844.59"/>
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<!-- Node164 -->
<g id="node164" class="node"><title>Node164</title>
-<g id="a_node164"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ROIAlign\lAttrs \>">
-<polygon fill="white" stroke="black" points="327.5,-4594 327.5,-4624 467.5,-4624 467.5,-4594 327.5,-4594"/>
-<text text-anchor="start" x="335.5" y="-4612" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ROIAlign</text>
-<text text-anchor="middle" x="397.5" y="-4601" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node164"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ResizeAttrs \>">
+<polygon fill="white" stroke="black" points="314.5,-4781.5 314.5,-4800.5 480.5,-4800.5 480.5,-4781.5 314.5,-4781.5"/>
+<text text-anchor="middle" x="397.5" y="-4788.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ResizeAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node164 -->
<g id="edge163" class="edge"><title>Node9->Node164</title>
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+<path fill="none" stroke="midnightblue" d="M176.306,-5707.23C175.538,-5586.31 177.562,-4947.25 304,-4811 307.912,-4806.78 312.483,-4803.35 317.46,-4800.56"/>
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</g>
<!-- Node166 -->
<g id="node166" class="node"><title>Node166</title>
-<g id="a_node166"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ROIPoolAttrs \>">
-<polygon fill="white" stroke="black" points="311.5,-4555.5 311.5,-4574.5 483.5,-4574.5 483.5,-4555.5 311.5,-4555.5"/>
-<text text-anchor="middle" x="397.5" y="-4562.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ROIPoolAttrs ></text>
+<g id="a_node166"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ReverseAttrs \>">
+<polygon fill="white" stroke="black" points="311,-4743.5 311,-4762.5 484,-4762.5 484,-4743.5 311,-4743.5"/>
+<text text-anchor="middle" x="397.5" y="-4750.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ReverseAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node166 -->
<g id="edge165" class="edge"><title>Node9->Node166</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="174.063,-5607.04 177.016,-5617.21 181.052,-5607.41 174.063,-5607.04"/>
+<path fill="none" stroke="midnightblue" d="M176.163,-5707.16C174.475,-5583.03 171.665,-4913.92 304,-4772 307.466,-4768.28 311.449,-4765.19 315.773,-4762.62"/>
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<!-- Node168 -->
<g id="node168" class="node"><title>Node168</title>
-<g id="a_node168"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ScatterAttrs \>">
-<polygon fill="white" stroke="black" points="312,-4517.5 312,-4536.5 483,-4536.5 483,-4517.5 312,-4517.5"/>
-<text text-anchor="middle" x="397.5" y="-4524.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ScatterAttrs ></text>
+<g id="a_node168"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ReverseSequence\lAttrs \>">
+<polygon fill="white" stroke="black" points="304,-4694 304,-4724 491,-4724 491,-4694 304,-4694"/>
+<text text-anchor="start" x="312" y="-4712" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ReverseSequence</text>
+<text text-anchor="middle" x="397.5" y="-4701" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node168 -->
<g id="edge167" class="edge"><title>Node9->Node168</title>
-<path fill="none" stroke="midnightblue" d="M177.448,-5607.41C184.372,-5467.85 229.02,-4627.66 304,-4546 307.437,-4542.26 311.399,-4539.14 315.707,-4536.56"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.948,-5607.32 176.953,-5617.48 180.939,-5607.67 173.948,-5607.32"/>
+<path fill="none" stroke="midnightblue" d="M176.168,-5707.27C174.449,-5580.97 171.188,-4886.26 304,-4734 307.28,-4730.24 311.062,-4727.02 315.183,-4724.26"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="172.67,-5707.46 176.32,-5717.4 179.67,-5707.35 172.67,-5707.46"/>
</g>
<!-- Node170 -->
<g id="node170" class="node"><title>Node170</title>
-<g id="a_node170"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Sequence\lMaskAttrs \>">
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-<text text-anchor="start" x="331" y="-4486" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Sequence</text>
-<text text-anchor="middle" x="397.5" y="-4475" font-family="Helvetica,sans-Serif" font-size="10.00">MaskAttrs ></text>
+<g id="a_node170"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ROIAlign\lAttrs \>">
+<polygon fill="white" stroke="black" points="327.5,-4645 327.5,-4675 467.5,-4675 467.5,-4645 327.5,-4645"/>
+<text text-anchor="start" x="335.5" y="-4663" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ROIAlign</text>
+<text text-anchor="middle" x="397.5" y="-4652" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node170 -->
<g id="edge169" class="edge"><title>Node9->Node170</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="173.92,-5607.34 176.94,-5617.5 180.912,-5607.68 173.92,-5607.34"/>
+<path fill="none" stroke="midnightblue" d="M177.622,-5706.9C185.496,-5568.98 234.177,-4765.53 304,-4685 310.321,-4677.71 318.525,-4672.44 327.436,-4668.65"/>
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<!-- Node172 -->
<g id="node172" class="node"><title>Node172</title>
-<g id="a_node172"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ShapeFunc\lAttrs \>">
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-<text text-anchor="start" x="328.5" y="-4437" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ShapeFunc</text>
-<text text-anchor="middle" x="397.5" y="-4426" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node172"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ROIPoolAttrs \>">
+<polygon fill="white" stroke="black" points="311.5,-4606.5 311.5,-4625.5 483.5,-4625.5 483.5,-4606.5 311.5,-4606.5"/>
+<text text-anchor="middle" x="397.5" y="-4613.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ROIPoolAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node172 -->
<g id="edge171" class="edge"><title>Node9->Node172</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="173.826,-5607.28 176.896,-5617.42 180.819,-5607.57 173.826,-5607.28"/>
+<path fill="none" stroke="midnightblue" d="M177.443,-5707.24C184.337,-5566.45 228.807,-4718.83 304,-4636 307.755,-4631.86 312.144,-4628.47 316.932,-4625.7"/>
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<g id="node174" class="node"><title>Node174</title>
-<g id="a_node174"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ShapeOfAttrs \>">
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-<text text-anchor="middle" x="397.5" y="-4387.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ShapeOfAttrs ></text>
+<g id="a_node174"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ScatterAdd\lAttrs \>">
+<polygon fill="white" stroke="black" points="320,-4557 320,-4587 475,-4587 475,-4557 320,-4557"/>
+<text text-anchor="start" x="328" y="-4575" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ScatterAdd</text>
+<text text-anchor="middle" x="397.5" y="-4564" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node174 -->
<g id="edge173" class="edge"><title>Node9->Node174</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="173.692,-5607.22 176.832,-5617.34 180.687,-5607.47 173.692,-5607.22"/>
+<path fill="none" stroke="midnightblue" d="M177.417,-5707.02C184.201,-5562.88 228.464,-4684.95 304,-4597 308.444,-4591.83 313.837,-4587.67 319.761,-4584.33"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.902,-5707.25 176.933,-5717.41 180.895,-5707.58 173.902,-5707.25"/>
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<g id="node176" class="node"><title>Node176</title>
-<g id="a_node176"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SliceLike\lAttrs \>">
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-<text text-anchor="start" x="334" y="-4349" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SliceLike</text>
-<text text-anchor="middle" x="397.5" y="-4338" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node176"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ScatterAttrs \>">
+<polygon fill="white" stroke="black" points="312,-4518.5 312,-4537.5 483,-4537.5 483,-4518.5 312,-4518.5"/>
+<text text-anchor="middle" x="397.5" y="-4525.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ScatterAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node176 -->
<g id="edge175" class="edge"><title>Node9->Node176</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="173.669,-5607.28 176.82,-5617.39 180.665,-5607.52 173.669,-5607.28"/>
+<path fill="none" stroke="midnightblue" d="M177.271,-5707.03C183.158,-5559.19 222.958,-4638.05 304,-4548 307.737,-4543.85 312.113,-4540.45 316.892,-4537.67"/>
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<!-- Node178 -->
<g id="node178" class="node"><title>Node178</title>
-<g id="a_node178"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SoftmaxAttrs \>">
-<polygon fill="white" stroke="black" points="309.5,-4292.5 309.5,-4311.5 485.5,-4311.5 485.5,-4292.5 309.5,-4292.5"/>
-<text text-anchor="middle" x="397.5" y="-4299.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SoftmaxAttrs ></text>
+<g id="a_node178"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Sequence\lMaskAttrs \>">
+<polygon fill="white" stroke="black" points="323,-4469 323,-4499 472,-4499 472,-4469 323,-4469"/>
+<text text-anchor="start" x="331" y="-4487" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Sequence</text>
+<text text-anchor="middle" x="397.5" y="-4476" font-family="Helvetica,sans-Serif" font-size="10.00">MaskAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node178 -->
<g id="edge177" class="edge"><title>Node9->Node178</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="173.545,-5607.26 176.761,-5617.36 180.542,-5607.46 173.545,-5607.26"/>
+<path fill="none" stroke="midnightblue" d="M177.234,-5707.33C182.982,-5557.87 222.705,-4604.43 304,-4509 309.178,-4502.92 315.666,-4498.24 322.791,-4494.65"/>
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</g>
<!-- Node180 -->
<g id="node180" class="node"><title>Node180</title>
-<g id="a_node180"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SparseDense\lAttrs \>">
-<polygon fill="white" stroke="black" points="314.5,-4243 314.5,-4273 480.5,-4273 480.5,-4243 314.5,-4243"/>
-<text text-anchor="start" x="322.5" y="-4261" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SparseDense</text>
-<text text-anchor="middle" x="397.5" y="-4250" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node180"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ShapeFunc\lAttrs \>">
+<polygon fill="white" stroke="black" points="320.5,-4420 320.5,-4450 474.5,-4450 474.5,-4420 320.5,-4420"/>
+<text text-anchor="start" x="328.5" y="-4438" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ShapeFunc</text>
+<text text-anchor="middle" x="397.5" y="-4427" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node180 -->
<g id="edge179" class="edge"><title>Node9->Node180</title>
-<path fill="none" stroke="midnightblue" d="M177.033,-5607.29C181.482,-5449.08 214.529,-4389.07 304,-4283 307.218,-4279.19 310.952,-4275.92 315.036,-4273.13"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.53,-5607.35 176.752,-5617.45 180.527,-5607.55 173.53,-5607.35"/>
+<path fill="none" stroke="midnightblue" d="M177.161,-5707.02C182.428,-5553.14 219.581,-4559.5 304,-4460 308.52,-4454.67 314.047,-4450.42 320.128,-4447.03"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.653,-5707.2 176.814,-5717.31 180.649,-5707.43 173.653,-5707.2"/>
</g>
<!-- Node182 -->
<g id="node182" class="node"><title>Node182</title>
-<g id="a_node182"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SparseTo\lDenseAttrs \>">
-<polygon fill="white" stroke="black" points="325,-4194 325,-4224 470,-4224 470,-4194 325,-4194"/>
-<text text-anchor="start" x="333" y="-4212" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SparseTo</text>
-<text text-anchor="middle" x="397.5" y="-4201" font-family="Helvetica,sans-Serif" font-size="10.00">DenseAttrs ></text>
+<g id="a_node182"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< ShapeOfAttrs \>">
+<polygon fill="white" stroke="black" points="309,-4381.5 309,-4400.5 486,-4400.5 486,-4381.5 309,-4381.5"/>
+<text text-anchor="middle" x="397.5" y="-4388.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< ShapeOfAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node182 -->
<g id="edge181" class="edge"><title>Node9->Node182</title>
-<path fill="none" stroke="midnightblue" d="M176.969,-5607.08C180.962,-5444.87 211.382,-4344.17 304,-4234 309.673,-4227.25 316.962,-4222.23 324.955,-4218.5"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.461,-5607.38 176.719,-5617.46 180.459,-5607.55 173.461,-5607.38"/>
+<path fill="none" stroke="midnightblue" d="M177.032,-5707.18C181.417,-5550.29 213.746,-4512.42 304,-4411 307.714,-4406.83 312.073,-4403.41 316.84,-4400.62"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.53,-5707.18 176.754,-5717.27 180.528,-5707.37 173.53,-5707.18"/>
</g>
<!-- Node184 -->
<g id="node184" class="node"><title>Node184</title>
-<g id="a_node184"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SparseTranspose\lAttrs \>">
-<polygon fill="white" stroke="black" points="306,-4145 306,-4175 489,-4175 489,-4145 306,-4145"/>
-<text text-anchor="start" x="314" y="-4163" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SparseTranspose</text>
-<text text-anchor="middle" x="397.5" y="-4152" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node184"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SliceLike\lAttrs \>">
+<polygon fill="white" stroke="black" points="326,-4332 326,-4362 469,-4362 469,-4332 326,-4332"/>
+<text text-anchor="start" x="334" y="-4350" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SliceLike</text>
+<text text-anchor="middle" x="397.5" y="-4339" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node184 -->
<g id="edge183" class="edge"><title>Node9->Node184</title>
-<path fill="none" stroke="midnightblue" d="M176.897,-5607.39C180.397,-5443.12 208.132,-4299.39 304,-4185 307.205,-4181.18 310.93,-4177.9 315.008,-4175.11"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.396,-5607.43 176.687,-5617.5 180.395,-5607.57 173.396,-5607.43"/>
+<path fill="none" stroke="midnightblue" d="M177.021,-5707.13C181.379,-5547.63 213.844,-4478.97 304,-4372 309.896,-4365 317.529,-4359.86 325.879,-4356.1"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.516,-5707.28 176.747,-5717.37 180.514,-5707.46 173.516,-5707.28"/>
</g>
<!-- Node186 -->
<g id="node186" class="node"><title>Node186</title>
-<g id="a_node186"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SplitAttrs \>">
-<polygon fill="white" stroke="black" points="319,-4106.5 319,-4125.5 476,-4125.5 476,-4106.5 319,-4106.5"/>
-<text text-anchor="middle" x="397.5" y="-4113.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SplitAttrs ></text>
+<g id="a_node186"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SoftmaxAttrs \>">
+<polygon fill="white" stroke="black" points="309.5,-4293.5 309.5,-4312.5 485.5,-4312.5 485.5,-4293.5 309.5,-4293.5"/>
+<text text-anchor="middle" x="397.5" y="-4300.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SoftmaxAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node186 -->
<g id="edge185" class="edge"><title>Node9->Node186</title>
-<path fill="none" stroke="midnightblue" d="M176.799,-5606.94C179.503,-5437.7 202.031,-4251.89 304,-4136 308.233,-4131.19 313.323,-4127.38 318.91,-4124.38"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.296,-5607.1 176.641,-5617.16 180.295,-5607.21 173.296,-5607.1"/>
+<path fill="none" stroke="midnightblue" d="M176.912,-5706.88C180.446,-5543.08 207.893,-4431.65 304,-4323 307.701,-4318.82 312.051,-4315.39 316.811,-4312.6"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.403,-5707.3 176.691,-5717.37 180.401,-5707.44 173.403,-5707.3"/>
</g>
<!-- Node188 -->
<g id="node188" class="node"><title>Node188</title>
-<g id="a_node188"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SqueezeAttrs \>">
-<polygon fill="white" stroke="black" points="308.5,-4068.5 308.5,-4087.5 486.5,-4087.5 486.5,-4068.5 308.5,-4068.5"/>
-<text text-anchor="middle" x="397.5" y="-4075.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SqueezeAttrs ></text>
+<g id="a_node188"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SparseDense\lAttrs \>">
+<polygon fill="white" stroke="black" points="314.5,-4244 314.5,-4274 480.5,-4274 480.5,-4244 314.5,-4244"/>
+<text text-anchor="start" x="322.5" y="-4262" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SparseDense</text>
+<text text-anchor="middle" x="397.5" y="-4251" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node188 -->
<g id="edge187" class="edge"><title>Node9->Node188</title>
-<path fill="none" stroke="midnightblue" d="M176.74,-5607.2C178.993,-5436.41 198.737,-4215.65 304,-4097 307.264,-4093.32 311.033,-4090.24 315.145,-4087.68"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.24,-5607.24 176.612,-5617.28 180.239,-5607.33 173.24,-5607.24"/>
+<path fill="none" stroke="midnightblue" d="M176.897,-5707.38C180.388,-5542.99 208.07,-4398.48 304,-4284 307.205,-4280.17 310.93,-4276.9 315.008,-4274.11"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.395,-5707.42 176.686,-5717.49 180.393,-5707.57 173.395,-5707.42"/>
</g>
<!-- Node190 -->
<g id="node190" class="node"><title>Node190</title>
-<g id="a_node190"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< StackAttrs \>">
-<polygon fill="white" stroke="black" points="316,-4030.5 316,-4049.5 479,-4049.5 479,-4030.5 316,-4030.5"/>
-<text text-anchor="middle" x="397.5" y="-4037.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< StackAttrs ></text>
+<g id="a_node190"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SparseTo\lDenseAttrs \>">
+<polygon fill="white" stroke="black" points="325,-4195 325,-4225 470,-4225 470,-4195 325,-4195"/>
+<text text-anchor="start" x="333" y="-4213" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SparseTo</text>
+<text text-anchor="middle" x="397.5" y="-4202" font-family="Helvetica,sans-Serif" font-size="10.00">DenseAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node190 -->
<g id="edge189" class="edge"><title>Node9->Node190</title>
-<path fill="none" stroke="midnightblue" d="M176.698,-5607.24C178.61,-5434.26 196.151,-4180.81 304,-4059 307.478,-4055.07 311.531,-4051.83 315.962,-4049.16"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.196,-5607.39 176.59,-5617.43 180.196,-5607.47 173.196,-5607.39"/>
+<path fill="none" stroke="midnightblue" d="M176.844,-5706.97C179.922,-5537.94 204.958,-4353.54 304,-4235 309.653,-4228.23 316.93,-4223.2 324.917,-4219.47"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.341,-5707.11 176.663,-5717.17 180.34,-5707.23 173.341,-5707.11"/>
</g>
<!-- Node192 -->
<g id="node192" class="node"><title>Node192</title>
-<g id="a_node192"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< StridedSlice\lAttrs \>">
-<polygon fill="white" stroke="black" points="318.5,-3981 318.5,-4011 476.5,-4011 476.5,-3981 318.5,-3981"/>
-<text text-anchor="start" x="326.5" y="-3999" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< StridedSlice</text>
-<text text-anchor="middle" x="397.5" y="-3988" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node192"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SparseTranspose\lAttrs \>">
+<polygon fill="white" stroke="black" points="306,-4146 306,-4176 489,-4176 489,-4146 306,-4146"/>
+<text text-anchor="start" x="314" y="-4164" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SparseTranspose</text>
+<text text-anchor="middle" x="397.5" y="-4153" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node192 -->
<g id="edge191" class="edge"><title>Node9->Node192</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="173.214,-5607.18 176.6,-5617.22 180.213,-5607.26 173.214,-5607.18"/>
+<path fill="none" stroke="midnightblue" d="M176.785,-5707.1C179.415,-5535.49 201.738,-4308.73 304,-4186 307.195,-4182.17 310.911,-4178.89 314.983,-4176.09"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.283,-5707.18 176.634,-5717.23 180.283,-5707.29 173.283,-5707.18"/>
</g>
<!-- Node194 -->
<g id="node194" class="node"><title>Node194</title>
-<g id="a_node194"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SubPixel\lAttrs \>">
-<polygon fill="white" stroke="black" points="326.5,-3932 326.5,-3962 468.5,-3962 468.5,-3932 326.5,-3932"/>
-<text text-anchor="start" x="334.5" y="-3950" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SubPixel</text>
-<text text-anchor="middle" x="397.5" y="-3939" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node194"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SplitAttrs \>">
+<polygon fill="white" stroke="black" points="319,-4107.5 319,-4126.5 476,-4126.5 476,-4107.5 319,-4107.5"/>
+<text text-anchor="middle" x="397.5" y="-4114.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SplitAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node194 -->
<g id="edge193" class="edge"><title>Node9->Node194</title>
-<path fill="none" stroke="midnightblue" d="M176.664,-5607.29C178.314,-5429.41 194.262,-4104.46 304,-3972 309.943,-3964.83 317.712,-3959.59 326.225,-3955.8"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.164,-5607.29 176.575,-5617.32 180.163,-5607.36 173.164,-5607.29"/>
+<path fill="none" stroke="midnightblue" d="M176.684,-5707.24C178.483,-5532.91 195.304,-4261.2 304,-4137 308.22,-4132.18 313.301,-4128.36 318.883,-4125.36"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.184,-5707.26 176.584,-5717.3 180.183,-5707.33 173.184,-5707.26"/>
</g>
<!-- Node196 -->
<g id="node196" class="node"><title>Node196</title>
-<g id="a_node196"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< TakeAttrs \>">
-<polygon fill="white" stroke="black" points="319,-3893.5 319,-3912.5 476,-3912.5 476,-3893.5 319,-3893.5"/>
-<text text-anchor="middle" x="397.5" y="-3900.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< TakeAttrs ></text>
+<g id="a_node196"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< SqueezeAttrs \>">
+<polygon fill="white" stroke="black" points="308.5,-4069.5 308.5,-4088.5 486.5,-4088.5 486.5,-4069.5 308.5,-4069.5"/>
+<text text-anchor="middle" x="397.5" y="-4076.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SqueezeAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node196 -->
<g id="edge195" class="edge"><title>Node9->Node196</title>
-<path fill="none" stroke="midnightblue" d="M176.572,-5607.23C177.414,-5425.99 187.618,-4056.7 304,-3923 308.207,-3918.17 313.279,-3914.34 318.855,-3911.33"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.072,-5607.41 176.529,-5617.42 180.072,-5607.44 173.072,-5607.41"/>
+<path fill="none" stroke="midnightblue" d="M176.634,-5707.29C178.016,-5530.75 192.004,-4224.88 304,-4098 307.255,-4094.31 311.017,-4091.23 315.123,-4088.66"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.133,-5707.43 176.559,-5717.45 180.133,-5707.48 173.133,-5707.43"/>
</g>
<!-- Node198 -->
<g id="node198" class="node"><title>Node198</title>
-<g id="a_node198"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< TileAttrs \>">
-<polygon fill="white" stroke="black" points="321.5,-3855.5 321.5,-3874.5 473.5,-3874.5 473.5,-3855.5 321.5,-3855.5"/>
-<text text-anchor="middle" x="397.5" y="-3862.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< TileAttrs ></text>
+<g id="a_node198"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< StackAttrs \>">
+<polygon fill="white" stroke="black" points="316,-4031.5 316,-4050.5 479,-4050.5 479,-4031.5 316,-4031.5"/>
+<text text-anchor="middle" x="397.5" y="-4038.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< StackAttrs ></text>
</a>
</g>
</g>
<!-- Node9->Node198 -->
<g id="edge197" class="edge"><title>Node9->Node198</title>
-<path fill="none" stroke="midnightblue" d="M176.529,-5607.05C176.976,-5422.71 184.316,-4020.29 304,-3884 308.868,-3878.46 314.883,-3874.27 321.491,-3871.15"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="173.029,-5607.19 176.509,-5617.2 180.029,-5607.21 173.029,-5607.19"/>
+<path fill="none" stroke="midnightblue" d="M176.599,-5707.1C177.668,-5527.52 189.465,-4189.99 304,-4060 307.468,-4056.06 311.515,-4052.81 315.941,-4050.14"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.098,-5707.21 176.543,-5717.23 180.098,-5707.25 173.098,-5707.21"/>
</g>
<!-- Node200 -->
<g id="node200" class="node"><title>Node200</title>
-<g id="a_node200"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< TopKAttrs \>">
-<polygon fill="white" stroke="black" points="318.5,-3817.5 318.5,-3836.5 476.5,-3836.5 476.5,-3817.5 318.5,-3817.5"/>
-<text text-anchor="middle" x="397.5" y="-3824.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< TopKAttrs ></text>
+<g id="a_node200"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< StridedSlice\lAttrs \>">
+<polygon fill="white" stroke="black" points="318.5,-3982 318.5,-4012 476.5,-4012 476.5,-3982 318.5,-3982"/>
+<text text-anchor="start" x="326.5" y="-4000" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< StridedSlice</text>
+<text text-anchor="middle" x="397.5" y="-3989" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
</g>
</g>
<!-- Node9->Node200 -->
<g id="edge199" class="edge"><title>Node9->Node200</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="172.996,-5607.4 176.493,-5617.4 179.996,-5607.4 172.996,-5607.4"/>
+<path fill="none" stroke="midnightblue" d="M176.617,-5707.26C177.864,-5526.26 191.003,-4158.7 304,-4022 308.027,-4017.13 312.897,-4013.15 318.271,-4009.91"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="173.116,-5707.41 176.551,-5717.44 180.116,-5707.46 173.116,-5707.41"/>
</g>
<!-- Node202 -->
<g id="node202" class="node"><title>Node202</title>
-<g id="a_node202"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Transpose\lAttrs \>">
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-<text text-anchor="start" x="331" y="-3786" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Transpose</text>
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+<text text-anchor="start" x="334.5" y="-3951" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< SubPixel</text>
+<text text-anchor="middle" x="397.5" y="-3940" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
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+<path fill="none" stroke="midnightblue" d="M176.575,-5706.97C177.444,-5521.91 187.862,-4113.8 304,-3973 309.928,-3965.81 317.688,-3960.57 326.196,-3956.78"/>
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<g id="node204" class="node"><title>Node204</title>
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-<text text-anchor="start" x="322.5" y="-3737" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< UpSampling3</text>
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+<g id="a_node204"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< TakeAttrs \>">
+<polygon fill="white" stroke="black" points="319,-3894.5 319,-3913.5 476,-3913.5 476,-3894.5 319,-3894.5"/>
+<text text-anchor="middle" x="397.5" y="-3901.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< TakeAttrs ></text>
</a>
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<g id="edge203" class="edge"><title>Node9->Node204</title>
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<g id="node206" class="node"><title>Node206</title>
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-<text text-anchor="start" x="325.5" y="-3688" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< UpSampling</text>
-<text text-anchor="middle" x="397.5" y="-3677" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
+<g id="a_node206"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< TileAttrs \>">
+<polygon fill="white" stroke="black" points="321.5,-3856.5 321.5,-3875.5 473.5,-3875.5 473.5,-3856.5 321.5,-3856.5"/>
+<text text-anchor="middle" x="397.5" y="-3863.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< TileAttrs ></text>
</a>
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<g id="edge205" class="edge"><title>Node9->Node206</title>
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+<path fill="none" stroke="midnightblue" d="M176.447,-5707.38C176.114,-5518.69 177.514,-4029.61 304,-3885 308.857,-3879.45 314.865,-3875.26 321.469,-3872.13"/>
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<g id="node208" class="node"><title>Node208</title>
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-<text text-anchor="start" x="332.5" y="-3639" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< YoloReorg</text>
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+<polygon fill="white" stroke="black" points="318.5,-3818.5 318.5,-3837.5 476.5,-3837.5 476.5,-3818.5 318.5,-3818.5"/>
+<text text-anchor="middle" x="397.5" y="-3825.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< TopKAttrs ></text>
</a>
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<g id="edge207" class="edge"><title>Node9->Node208</title>
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-<text text-anchor="middle" x="397.5" y="-3589.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DerivedType ></text>
+<g id="a_node210"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< Transpose\lAttrs \>">
+<polygon fill="white" stroke="black" points="323,-3769 323,-3799 472,-3799 472,-3769 323,-3769"/>
+<text text-anchor="start" x="331" y="-3787" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< Transpose</text>
+<text text-anchor="middle" x="397.5" y="-3776" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
</a>
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-<text text-anchor="middle" x="397.5" y="-3551.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::DictAttrsNode</text>
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+<g id="node212" class="node"><title>Node212</title>
+<g id="a_node212"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< UpSampling3\lDAttrs \>">
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+<text text-anchor="start" x="322.5" y="-3738" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< UpSampling3</text>
+<text text-anchor="middle" x="397.5" y="-3727" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs ></text>
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+<!-- Node9->Node212 -->
+<g id="edge211" class="edge"><title>Node9->Node212</title>
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+<!-- Node214 -->
+<g id="node214" class="node"><title>Node214</title>
+<g id="a_node214"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< UpSampling\lAttrs \>">
+<polygon fill="white" stroke="black" points="317.5,-3671 317.5,-3701 477.5,-3701 477.5,-3671 317.5,-3671"/>
+<text text-anchor="start" x="325.5" y="-3689" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< UpSampling</text>
+<text text-anchor="middle" x="397.5" y="-3678" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
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+<!-- Node9->Node214 -->
+<g id="edge213" class="edge"><title>Node9->Node214</title>
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+<!-- Node216 -->
+<g id="node216" class="node"><title>Node216</title>
+<g id="a_node216"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="tvm::AttrsNode\< YoloReorg\lAttrs \>">
+<polygon fill="white" stroke="black" points="324.5,-3622 324.5,-3652 470.5,-3652 470.5,-3622 324.5,-3622"/>
+<text text-anchor="start" x="332.5" y="-3640" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< YoloReorg</text>
+<text text-anchor="middle" x="397.5" y="-3629" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs ></text>
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+<!-- Node9->Node216 -->
+<g id="edge215" class="edge"><title>Node9->Node216</title>
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+<!-- Node218 -->
+<g id="node218" class="node"><title>Node218</title>
+<g id="a_node218"><a xlink:href="classtvm_1_1AttrsNode.html" target="_top" xlink:title="The base class of the all the Use "curiously recurring template pattern". ">
+<polygon fill="white" stroke="black" points="312.5,-3583.5 312.5,-3602.5 482.5,-3602.5 482.5,-3583.5 312.5,-3583.5"/>
+<text text-anchor="middle" x="397.5" y="-3590.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::AttrsNode< DerivedType ></text>
</a>
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</g>
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-<g id="edge210" class="edge"><title>Node9->Node211</title>
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+<!-- Node9->Node218 -->
+<g id="edge217" class="edge"><title>Node9->Node218</title>
+<path fill="none" stroke="midnightblue" d="M177.023,-5706.8C182.575,-5495.55 231.897,-3697.05 304,-3613 307.53,-3608.88 311.687,-3605.5 316.251,-3602.72"/>
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+<!-- Node219 -->
+<g id="node219" class="node"><title>Node219</title>
+<g id="a_node219"><a xlink:href="classtvm_1_1DictAttrsNode.html" target="_top" xlink:title="Specialized attribute type that is backed by a map. The DictAttrsNode implements the Attrs behavior...">
+<polygon fill="white" stroke="black" points="343,-3545.5 343,-3564.5 452,-3564.5 452,-3545.5 343,-3545.5"/>
+<text text-anchor="middle" x="397.5" y="-3552.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::DictAttrsNode</text>
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+</g>
+<!-- Node9->Node219 -->
+<g id="edge218" class="edge"><title>Node9->Node219</title>
+<path fill="none" stroke="midnightblue" d="M176.989,-5707.07C182.275,-5494.97 230.101,-3659.34 304,-3574 313.766,-3562.72 328.277,-3557.06 342.926,-3554.45"/>
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<g id="node11" class="node"><title>Node11</title>
<g id="a_node11"><a xlink:href="structtvm_1_1relay_1_1AdaptivePool2DAttrs.html" target="_top" xlink:title="Attributes for adaptive pool operator. ">
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-<text text-anchor="start" x="564" y="-8139" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::AdaptivePool2</text>
-<text text-anchor="middle" x="625" y="-8128" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs</text>
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+<text text-anchor="start" x="564" y="-8337" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::AdaptivePool2</text>
+<text text-anchor="middle" x="625" y="-8326" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs</text>
</a>
</g>
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-<polygon fill="midnightblue" stroke="midnightblue" points="479.231,-8132.5 469.231,-8136 479.231,-8139.5 479.231,-8132.5"/>
+<path fill="none" stroke="midnightblue" d="M479.431,-8334C504.457,-8334 531.761,-8334 555.833,-8334"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="479.231,-8330.5 469.231,-8334 479.231,-8337.5 479.231,-8330.5"/>
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<g id="node13" class="node"><title>Node13</title>
<g id="a_node13"><a xlink:href="structtvm_1_1relay_1_1AdaptivePool3DAttrs.html" target="_top" xlink:title="tvm::relay::AdaptivePool3\lDAttrs">
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-<text text-anchor="start" x="564" y="-8090" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::AdaptivePool3</text>
-<text text-anchor="middle" x="625" y="-8079" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs</text>
+<polygon fill="white" stroke="black" points="556,-8270 556,-8300 694,-8300 694,-8270 556,-8270"/>
+<text text-anchor="start" x="564" y="-8288" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::AdaptivePool3</text>
+<text text-anchor="middle" x="625" y="-8277" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs</text>
</a>
</g>
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<!-- Node12->Node13 -->
<g id="edge12" class="edge"><title>Node12->Node13</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="479.231,-8083.5 469.231,-8087 479.231,-8090.5 479.231,-8083.5"/>
+<path fill="none" stroke="midnightblue" d="M479.431,-8285C504.457,-8285 531.761,-8285 555.833,-8285"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="479.231,-8281.5 469.231,-8285 479.231,-8288.5 479.231,-8281.5"/>
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<!-- Node15 -->
<g id="node15" class="node"><title>Node15</title>
<g id="a_node15"><a xlink:href="structtvm_1_1relay_1_1AffineGridAttrs.html" target="_top" xlink:title="Attributes used in image affine_grid operator. ">
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-<text text-anchor="middle" x="625" y="-8035.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::AffineGridAttrs</text>
+<polygon fill="white" stroke="black" points="555,-8226.5 555,-8245.5 695,-8245.5 695,-8226.5 555,-8226.5"/>
+<text text-anchor="middle" x="625" y="-8233.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::AffineGridAttrs</text>
</a>
</g>
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-<polygon fill="midnightblue" stroke="midnightblue" points="481.713,-8034.5 471.713,-8038 481.713,-8041.5 481.713,-8034.5"/>
+<path fill="none" stroke="midnightblue" d="M481.89,-8236C505.941,-8236 531.908,-8236 554.983,-8236"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="481.713,-8232.5 471.713,-8236 481.713,-8239.5 481.713,-8232.5"/>
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<g id="node17" class="node"><title>Node17</title>
<g id="a_node17"><a xlink:href="structtvm_1_1relay_1_1AllocStorageAttrs.html" target="_top" xlink:title="Options for allocating storage. ">
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-<text text-anchor="start" x="567.5" y="-7992" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::AllocStorage</text>
-<text text-anchor="middle" x="625" y="-7981" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
+<polygon fill="white" stroke="black" points="559.5,-8172 559.5,-8202 690.5,-8202 690.5,-8172 559.5,-8172"/>
+<text text-anchor="start" x="567.5" y="-8190" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::AllocStorage</text>
+<text text-anchor="middle" x="625" y="-8179" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
</a>
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-<text text-anchor="middle" x="625" y="-6652" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
+<polygon fill="white" stroke="black" points="554.5,-6843 554.5,-6873 695.5,-6873 695.5,-6843 554.5,-6843"/>
+<text text-anchor="start" x="562.5" y="-6861" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::CropAndResize</text>
+<text text-anchor="middle" x="625" y="-6850" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
</a>
</g>
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<g id="edge74" class="edge"><title>Node74->Node75</title>
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+<polygon fill="midnightblue" stroke="midnightblue" points="494.073,-6854.5 484.073,-6858 494.073,-6861.5 494.073,-6854.5"/>
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<!-- Node77 -->
<g id="node77" class="node"><title>Node77</title>
<g id="a_node77"><a xlink:href="structtvm_1_1relay_1_1DebugAttrs.html" target="_top" xlink:title="Options for the debug operators. ">
-<polygon fill="white" stroke="black" points="562.5,-6606.5 562.5,-6625.5 687.5,-6625.5 687.5,-6606.5 562.5,-6606.5"/>
-<text text-anchor="middle" x="625" y="-6613.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DebugAttrs</text>
+<polygon fill="white" stroke="black" points="562.5,-6804.5 562.5,-6823.5 687.5,-6823.5 687.5,-6804.5 562.5,-6804.5"/>
+<text text-anchor="middle" x="625" y="-6811.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DebugAttrs</text>
</a>
</g>
</g>
<!-- Node76->Node77 -->
<g id="edge76" class="edge"><title>Node76->Node77</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="491.187,-6612.5 481.187,-6616 491.187,-6619.5 491.187,-6612.5"/>
+<path fill="none" stroke="midnightblue" d="M491.329,-6814C515.199,-6814 540.298,-6814 562.164,-6814"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="491.187,-6810.5 481.187,-6814 491.187,-6817.5 491.187,-6810.5"/>
</g>
<!-- Node79 -->
<g id="node79" class="node"><title>Node79</title>
<g id="a_node79"><a xlink:href="structtvm_1_1relay_1_1DeformableConv2DAttrs.html" target="_top" xlink:title="Attributes for DeformableConv2D operator. ">
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-<text text-anchor="start" x="555" y="-6575" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DeformableConv2</text>
-<text text-anchor="middle" x="625" y="-6564" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs</text>
+<polygon fill="white" stroke="black" points="547,-6755 547,-6785 703,-6785 703,-6755 547,-6755"/>
+<text text-anchor="start" x="555" y="-6773" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DeformableConv2</text>
+<text text-anchor="middle" x="625" y="-6762" font-family="Helvetica,sans-Serif" font-size="10.00">DAttrs</text>
</a>
</g>
</g>
<!-- Node78->Node79 -->
<g id="edge78" class="edge"><title>Node78->Node79</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="486.736,-6568.5 476.736,-6572 486.736,-6575.5 486.736,-6568.5"/>
+<path fill="none" stroke="midnightblue" d="M486.941,-6770C506.665,-6770 527.43,-6770 546.664,-6770"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="486.736,-6766.5 476.736,-6770 486.736,-6773.5 486.736,-6766.5"/>
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<!-- Node81 -->
<g id="node81" class="node"><title>Node81</title>
<g id="a_node81"><a xlink:href="structtvm_1_1relay_1_1DenseAttrs.html" target="_top" xlink:title="Attributes for dense operator. ">
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-<text text-anchor="middle" x="625" y="-6525.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DenseAttrs</text>
+<polygon fill="white" stroke="black" points="563,-6716.5 563,-6735.5 687,-6735.5 687,-6716.5 563,-6716.5"/>
+<text text-anchor="middle" x="625" y="-6723.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DenseAttrs</text>
</a>
</g>
</g>
<!-- Node80->Node81 -->
<g id="edge80" class="edge"><title>Node80->Node81</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="491.187,-6524.5 481.187,-6528 491.187,-6531.5 491.187,-6524.5"/>
+<path fill="none" stroke="midnightblue" d="M491.425,-6726C515.522,-6726 540.867,-6726 562.867,-6726"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="491.187,-6722.5 481.187,-6726 491.187,-6729.5 491.187,-6722.5"/>
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<!-- Node83 -->
<g id="node83" class="node"><title>Node83</title>
-<g id="a_node83"><a xlink:href="structtvm_1_1relay_1_1DeviceCopyAttrs.html" target="_top" xlink:title="Options for the device copy operators. ">
-<polygon fill="white" stroke="black" points="550.5,-6474.5 550.5,-6493.5 699.5,-6493.5 699.5,-6474.5 550.5,-6474.5"/>
-<text text-anchor="middle" x="625" y="-6481.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DeviceCopyAttrs</text>
+<g id="a_node83"><a xlink:href="structtvm_1_1relay_1_1qnn_1_1DequantizeAttrs.html" target="_top" xlink:title="Attribute for dequantize operator. ">
+<polygon fill="white" stroke="black" points="550.5,-6667 550.5,-6697 699.5,-6697 699.5,-6667 550.5,-6667"/>
+<text text-anchor="start" x="558.5" y="-6685" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::qnn::Dequantize</text>
+<text text-anchor="middle" x="625" y="-6674" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
</a>
</g>
</g>
<!-- Node82->Node83 -->
<g id="edge82" class="edge"><title>Node82->Node83</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="486.736,-6480.5 476.736,-6484 486.736,-6487.5 486.736,-6480.5"/>
+<path fill="none" stroke="midnightblue" d="M485.794,-6682C507.083,-6682 529.649,-6682 550.237,-6682"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="485.789,-6678.5 475.789,-6682 485.789,-6685.5 485.789,-6678.5"/>
</g>
<!-- Node85 -->
<g id="node85" class="node"><title>Node85</title>
-<g id="a_node85"><a xlink:href="structtvm_1_1relay_1_1DilateAttrs.html" target="_top" xlink:title="Attributes used in dilate operator. ">
-<polygon fill="white" stroke="black" points="564.5,-6430.5 564.5,-6449.5 685.5,-6449.5 685.5,-6430.5 564.5,-6430.5"/>
-<text text-anchor="middle" x="625" y="-6437.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DilateAttrs</text>
+<g id="a_node85"><a xlink:href="structtvm_1_1relay_1_1DeviceCopyAttrs.html" target="_top" xlink:title="Options for the device copy operators. ">
+<polygon fill="white" stroke="black" points="550.5,-6623.5 550.5,-6642.5 699.5,-6642.5 699.5,-6623.5 550.5,-6623.5"/>
+<text text-anchor="middle" x="625" y="-6630.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DeviceCopyAttrs</text>
</a>
</g>
</g>
<!-- Node84->Node85 -->
<g id="edge84" class="edge"><title>Node84->Node85</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="489.592,-6436.5 479.592,-6440 489.592,-6443.5 489.592,-6436.5"/>
+<path fill="none" stroke="midnightblue" d="M486.948,-6633C507.97,-6633 530.176,-6633 550.451,-6633"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="486.736,-6629.5 476.736,-6633 486.736,-6636.5 486.736,-6629.5"/>
</g>
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<g id="node87" class="node"><title>Node87</title>
-<g id="a_node87"><a xlink:href="structtvm_1_1relay_1_1Dilation2DAttrs.html" target="_top" xlink:title="Attributes used in dilation operators. ">
-<polygon fill="white" stroke="black" points="553.5,-6386.5 553.5,-6405.5 696.5,-6405.5 696.5,-6386.5 553.5,-6386.5"/>
-<text text-anchor="middle" x="625" y="-6393.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::Dilation2DAttrs</text>
+<g id="a_node87"><a xlink:href="structtvm_1_1relay_1_1DilateAttrs.html" target="_top" xlink:title="Attributes used in dilate operator. ">
+<polygon fill="white" stroke="black" points="564.5,-6579.5 564.5,-6598.5 685.5,-6598.5 685.5,-6579.5 564.5,-6579.5"/>
+<text text-anchor="middle" x="625" y="-6586.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DilateAttrs</text>
</a>
</g>
</g>
<!-- Node86->Node87 -->
<g id="edge86" class="edge"><title>Node86->Node87</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="479.231,-6392.5 469.231,-6396 479.231,-6399.5 479.231,-6392.5"/>
+<path fill="none" stroke="midnightblue" d="M489.887,-6589C515.028,-6589 541.641,-6589 564.475,-6589"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="489.592,-6585.5 479.592,-6589 489.592,-6592.5 489.592,-6585.5"/>
</g>
<!-- Node89 -->
<g id="node89" class="node"><title>Node89</title>
-<g id="a_node89"><a xlink:href="structtvm_1_1relay_1_1DropoutAttrs.html" target="_top" xlink:title="Attributes used in dropout operator. ">
-<polygon fill="white" stroke="black" points="559,-6342.5 559,-6361.5 691,-6361.5 691,-6342.5 559,-6342.5"/>
-<text text-anchor="middle" x="625" y="-6349.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DropoutAttrs</text>
+<g id="a_node89"><a xlink:href="structtvm_1_1relay_1_1Dilation2DAttrs.html" target="_top" xlink:title="Attributes used in dilation operators. ">
+<polygon fill="white" stroke="black" points="553.5,-6535.5 553.5,-6554.5 696.5,-6554.5 696.5,-6535.5 553.5,-6535.5"/>
+<text text-anchor="middle" x="625" y="-6542.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::Dilation2DAttrs</text>
</a>
</g>
</g>
<!-- Node88->Node89 -->
<g id="edge88" class="edge"><title>Node88->Node89</title>
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+<polygon fill="midnightblue" stroke="midnightblue" points="479.231,-6541.5 469.231,-6545 479.231,-6548.5 479.231,-6541.5"/>
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<!-- Node91 -->
<g id="node91" class="node"><title>Node91</title>
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-<polygon fill="white" stroke="black" points="548.5,-6298.5 548.5,-6317.5 701.5,-6317.5 701.5,-6298.5 548.5,-6298.5"/>
-<text text-anchor="middle" x="625" y="-6305.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::ExpandDimsAttrs</text>
+<g id="a_node91"><a xlink:href="structtvm_1_1relay_1_1DropoutAttrs.html" target="_top" xlink:title="Attributes used in dropout operator. ">
+<polygon fill="white" stroke="black" points="559,-6491.5 559,-6510.5 691,-6510.5 691,-6491.5 559,-6491.5"/>
+<text text-anchor="middle" x="625" y="-6498.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::DropoutAttrs</text>
</a>
</g>
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<!-- Node90->Node91 -->
<g id="edge90" class="edge"><title>Node90->Node91</title>
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<g id="node93" class="node"><title>Node93</title>
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-<text text-anchor="middle" x="625" y="-6256.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::FIFOBufferAttrs</text>
+<g id="a_node93"><a xlink:href="structtvm_1_1relay_1_1ExpandDimsAttrs.html" target="_top" xlink:title="Attributes used in expand_dims operators. ">
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+<text text-anchor="middle" x="625" y="-6454.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::ExpandDimsAttrs</text>
</a>
</g>
</g>
<!-- Node92->Node93 -->
<g id="edge92" class="edge"><title>Node92->Node93</title>
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+<polygon fill="midnightblue" stroke="midnightblue" points="488.003,-6453.5 478.003,-6457 488.003,-6460.5 488.003,-6453.5"/>
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<g id="node95" class="node"><title>Node95</title>
-<g id="a_node95"><a xlink:href="structtvm_1_1relay_1_1GatherAttrs.html" target="_top" xlink:title="tvm::relay::GatherAttrs">
-<polygon fill="white" stroke="black" points="562,-6205.5 562,-6224.5 688,-6224.5 688,-6205.5 562,-6205.5"/>
-<text text-anchor="middle" x="625" y="-6212.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::GatherAttrs</text>
+<g id="a_node95"><a xlink:href="structtvm_1_1relay_1_1FIFOBufferAttrs.html" target="_top" xlink:title="Attributes for FIFO buffer operator. ">
+<polygon fill="white" stroke="black" points="554,-6398.5 554,-6417.5 696,-6417.5 696,-6398.5 554,-6398.5"/>
+<text text-anchor="middle" x="625" y="-6405.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::FIFOBufferAttrs</text>
</a>
</g>
</g>
<!-- Node94->Node95 -->
<g id="edge94" class="edge"><title>Node94->Node95</title>
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+<path fill="none" stroke="midnightblue" d="M482.869,-6408C506.176,-6408 531.213,-6408 553.634,-6408"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="482.649,-6404.5 472.649,-6408 482.649,-6411.5 482.649,-6404.5"/>
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<g id="node97" class="node"><title>Node97</title>
-<g id="a_node97"><a xlink:href="structtvm_1_1relay_1_1GetValidCountsAttrs.html" target="_top" xlink:title="Attributes used in get_valid_counts operator. ">
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-<text text-anchor="middle" x="625" y="-6163" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
+<g id="a_node97"><a xlink:href="structtvm_1_1relay_1_1FixedPointMultiplyAttrs.html" target="_top" xlink:title="Attributes for FixedPointMultiply operator. ">
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+<text text-anchor="start" x="556" y="-6362" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::FixedPointMultiply</text>
+<text text-anchor="middle" x="625" y="-6351" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
</a>
</g>
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<!-- Node96->Node97 -->
<g id="edge96" class="edge"><title>Node96->Node97</title>
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+<path fill="none" stroke="midnightblue" d="M482.13,-6359C503.669,-6359 526.73,-6359 547.865,-6359"/>
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<g id="node99" class="node"><title>Node99</title>
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-<text text-anchor="middle" x="625" y="-6119.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::GlobalPool2DAttrs</text>
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+<polygon fill="white" stroke="black" points="562,-6305.5 562,-6324.5 688,-6324.5 688,-6305.5 562,-6305.5"/>
+<text text-anchor="middle" x="625" y="-6312.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::GatherAttrs</text>
</a>
</g>
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<g id="edge98" class="edge"><title>Node98->Node99</title>
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+<path fill="none" stroke="midnightblue" d="M492.16,-6315C515.716,-6315 540.416,-6315 561.987,-6315"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="492.147,-6311.5 482.147,-6315 492.147,-6318.5 492.147,-6311.5"/>
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<g id="node101" class="node"><title>Node101</title>
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-<text text-anchor="middle" x="625" y="-6070.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::GridSampleAttrs</text>
+<g id="a_node101"><a xlink:href="structtvm_1_1relay_1_1GetValidCountsAttrs.html" target="_top" xlink:title="Attributes used in get_valid_counts operator. ">
+<polygon fill="white" stroke="black" points="553.5,-6256 553.5,-6286 696.5,-6286 696.5,-6256 553.5,-6256"/>
+<text text-anchor="start" x="561.5" y="-6274" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::GetValidCounts</text>
+<text text-anchor="middle" x="625" y="-6263" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
</a>
</g>
</g>
<!-- Node100->Node101 -->
<g id="edge100" class="edge"><title>Node100->Node101</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="486.736,-6069.5 476.736,-6073 486.736,-6076.5 486.736,-6069.5"/>
+<path fill="none" stroke="midnightblue" d="M478.61,-6271C503.007,-6271 529.635,-6271 553.359,-6271"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="478.305,-6267.5 468.305,-6271 478.305,-6274.5 478.305,-6267.5"/>
</g>
<!-- Node103 -->
<g id="node103" class="node"><title>Node103</title>
-<g id="a_node103"><a xlink:href="structtvm_1_1relay_1_1GroupNormAttrs.html" target="_top" xlink:title="Attributes used in group_norm operator. ">
-<polygon fill="white" stroke="black" points="550.5,-6014.5 550.5,-6033.5 699.5,-6033.5 699.5,-6014.5 550.5,-6014.5"/>
-<text text-anchor="middle" x="625" y="-6021.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::GroupNormAttrs</text>
+<g id="a_node103"><a xlink:href="structtvm_1_1relay_1_1GlobalPool2DAttrs.html" target="_top" xlink:title="Attributes for global pool operator. ">
+<polygon fill="white" stroke="black" points="546.5,-6212.5 546.5,-6231.5 703.5,-6231.5 703.5,-6212.5 546.5,-6212.5"/>
+<text text-anchor="middle" x="625" y="-6219.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::GlobalPool2DAttrs</text>
</a>
</g>
</g>
<!-- Node102->Node103 -->
<g id="edge102" class="edge"><title>Node102->Node103</title>
-<path fill="none" stroke="midnightblue" d="M486.948,-6024C507.97,-6024 530.176,-6024 550.451,-6024"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="486.736,-6020.5 476.736,-6024 486.736,-6027.5 486.736,-6020.5"/>
+<path fill="none" stroke="midnightblue" d="M486.883,-6222C506.494,-6222 527.137,-6222 546.283,-6222"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="486.736,-6218.5 476.736,-6222 486.736,-6225.5 486.736,-6218.5"/>
</g>
<!-- Node105 -->
<g id="node105" class="node"><title>Node105</title>
-<g id="a_node105"><a xlink:href="structtvm_1_1relay_1_1InitOpAttrs.html" target="_top" xlink:title="Attributes that specify a tensor. ">
-<polygon fill="white" stroke="black" points="564.5,-5970.5 564.5,-5989.5 685.5,-5989.5 685.5,-5970.5 564.5,-5970.5"/>
-<text text-anchor="middle" x="625" y="-5977.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::InitOpAttrs</text>
+<g id="a_node105"><a xlink:href="structtvm_1_1relay_1_1GridSampleAttrs.html" target="_top" xlink:title="Attributes used in image grid_sample operator. ">
+<polygon fill="white" stroke="black" points="550.5,-6163.5 550.5,-6182.5 699.5,-6182.5 699.5,-6163.5 550.5,-6163.5"/>
+<text text-anchor="middle" x="625" y="-6170.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::GridSampleAttrs</text>
</a>
</g>
</g>
<!-- Node104->Node105 -->
<g id="edge104" class="edge"><title>Node104->Node105</title>
-<path fill="none" stroke="midnightblue" d="M489.887,-5980C515.028,-5980 541.641,-5980 564.475,-5980"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="489.592,-5976.5 479.592,-5980 489.592,-5983.5 489.592,-5976.5"/>
+<path fill="none" stroke="midnightblue" d="M486.948,-6173C507.97,-6173 530.176,-6173 550.451,-6173"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="486.736,-6169.5 476.736,-6173 486.736,-6176.5 486.736,-6169.5"/>
</g>
<!-- Node107 -->
<g id="node107" class="node"><title>Node107</title>
-<g id="a_node107"><a xlink:href="structtvm_1_1relay_1_1InstanceNormAttrs.html" target="_top" xlink:title="Attributes used in instance_norm operator. ">
-<polygon fill="white" stroke="black" points="556.5,-5921 556.5,-5951 693.5,-5951 693.5,-5921 556.5,-5921"/>
-<text text-anchor="start" x="564.5" y="-5939" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::InstanceNorm</text>
-<text text-anchor="middle" x="625" y="-5928" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
+<g id="a_node107"><a xlink:href="structtvm_1_1relay_1_1GroupNormAttrs.html" target="_top" xlink:title="Attributes used in group_norm operator. ">
+<polygon fill="white" stroke="black" points="550.5,-6114.5 550.5,-6133.5 699.5,-6133.5 699.5,-6114.5 550.5,-6114.5"/>
+<text text-anchor="middle" x="625" y="-6121.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::GroupNormAttrs</text>
</a>
</g>
</g>
<!-- Node106->Node107 -->
<g id="edge106" class="edge"><title>Node106->Node107</title>
-<path fill="none" stroke="midnightblue" d="M478.924,-5936C504.231,-5936 531.912,-5936 556.247,-5936"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="478.614,-5932.5 468.614,-5936 478.613,-5939.5 478.614,-5932.5"/>
+<path fill="none" stroke="midnightblue" d="M486.948,-6124C507.97,-6124 530.176,-6124 550.451,-6124"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="486.736,-6120.5 476.736,-6124 486.736,-6127.5 486.736,-6120.5"/>
</g>
<!-- Node109 -->
<g id="node109" class="node"><title>Node109</title>
-<g id="a_node109"><a xlink:href="structtvm_1_1relay_1_1L2NormalizeAttrs.html" target="_top" xlink:title="Attributes for L2Normalize operator. ">
-<polygon fill="white" stroke="black" points="548.5,-5877.5 548.5,-5896.5 701.5,-5896.5 701.5,-5877.5 548.5,-5877.5"/>
-<text text-anchor="middle" x="625" y="-5884.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::L2NormalizeAttrs</text>
+<g id="a_node109"><a xlink:href="structtvm_1_1relay_1_1InitOpAttrs.html" target="_top" xlink:title="Attributes that specify a tensor. ">
+<polygon fill="white" stroke="black" points="564.5,-6070.5 564.5,-6089.5 685.5,-6089.5 685.5,-6070.5 564.5,-6070.5"/>
+<text text-anchor="middle" x="625" y="-6077.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::InitOpAttrs</text>
</a>
</g>
</g>
<!-- Node108->Node109 -->
<g id="edge108" class="edge"><title>Node108->Node109</title>
-<path fill="none" stroke="midnightblue" d="M488.012,-5887C507.955,-5887 528.913,-5887 548.24,-5887"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="488.003,-5883.5 478.003,-5887 488.003,-5890.5 488.003,-5883.5"/>
+<path fill="none" stroke="midnightblue" d="M489.887,-6080C515.028,-6080 541.641,-6080 564.475,-6080"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="489.592,-6076.5 479.592,-6080 489.592,-6083.5 489.592,-6076.5"/>
</g>
<!-- Node111 -->
<g id="node111" class="node"><title>Node111</title>
-<g id="a_node111"><a xlink:href="structtvm_1_1relay_1_1LayerNormAttrs.html" target="_top" xlink:title="Attributes used in layer_norm operator. ">
-<polygon fill="white" stroke="black" points="552,-5828.5 552,-5847.5 698,-5847.5 698,-5828.5 552,-5828.5"/>
-<text text-anchor="middle" x="625" y="-5835.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::LayerNormAttrs</text>
+<g id="a_node111"><a xlink:href="structtvm_1_1relay_1_1InstanceNormAttrs.html" target="_top" xlink:title="Attributes used in instance_norm operator. ">
+<polygon fill="white" stroke="black" points="556.5,-6021 556.5,-6051 693.5,-6051 693.5,-6021 556.5,-6021"/>
+<text text-anchor="start" x="564.5" y="-6039" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::InstanceNorm</text>
+<text text-anchor="middle" x="625" y="-6028" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
</a>
</g>
</g>
<!-- Node110->Node111 -->
<g id="edge110" class="edge"><title>Node110->Node111</title>
-<path fill="none" stroke="midnightblue" d="M485.45,-5838C507.358,-5838 530.639,-5838 551.738,-5838"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="485.159,-5834.5 475.159,-5838 485.159,-5841.5 485.159,-5834.5"/>
+<path fill="none" stroke="midnightblue" d="M478.924,-6036C504.231,-6036 531.912,-6036 556.247,-6036"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="478.614,-6032.5 468.614,-6036 478.613,-6039.5 478.614,-6032.5"/>
</g>
<!-- Node113 -->
<g id="node113" class="node"><title>Node113</title>
-<g id="a_node113"><a xlink:href="structtvm_1_1relay_1_1LayoutTransformAttrs.html" target="_top" xlink:title="Attributes for LayoutTransform operator. ">
-<polygon fill="white" stroke="black" points="550.5,-5774 550.5,-5804 699.5,-5804 699.5,-5774 550.5,-5774"/>
-<text text-anchor="start" x="558.5" y="-5792" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::LayoutTransform</text>
-<text text-anchor="middle" x="625" y="-5781" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
+<g id="a_node113"><a xlink:href="structtvm_1_1relay_1_1L2NormalizeAttrs.html" target="_top" xlink:title="Attributes for L2Normalize operator. ">
+<polygon fill="white" stroke="black" points="548.5,-5977.5 548.5,-5996.5 701.5,-5996.5 701.5,-5977.5 548.5,-5977.5"/>
+<text text-anchor="middle" x="625" y="-5984.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::L2NormalizeAttrs</text>
</a>
</g>
</g>
<!-- Node112->Node113 -->
<g id="edge112" class="edge"><title>Node112->Node113</title>
-<path fill="none" stroke="midnightblue" d="M498.501,-5789C515.978,-5789 533.869,-5789 550.465,-5789"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="498.272,-5785.5 488.272,-5789 498.271,-5792.5 498.272,-5785.5"/>
+<path fill="none" stroke="midnightblue" d="M488.012,-5987C507.955,-5987 528.913,-5987 548.24,-5987"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="488.003,-5983.5 478.003,-5987 488.003,-5990.5 488.003,-5983.5"/>
</g>
<!-- Node115 -->
<g id="node115" class="node"><title>Node115</title>
-<g id="a_node115"><a xlink:href="structtvm_1_1relay_1_1LeakyReluAttrs.html" target="_top" xlink:title="Attributes for leaky relu operator. ">
-<polygon fill="white" stroke="black" points="555,-5730.5 555,-5749.5 695,-5749.5 695,-5730.5 555,-5730.5"/>
-<text text-anchor="middle" x="625" y="-5737.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::LeakyReluAttrs</text>
+<g id="a_node115"><a xlink:href="structtvm_1_1relay_1_1LayerNormAttrs.html" target="_top" xlink:title="Attributes used in layer_norm operator. ">
+<polygon fill="white" stroke="black" points="552,-5928.5 552,-5947.5 698,-5947.5 698,-5928.5 552,-5928.5"/>
+<text text-anchor="middle" x="625" y="-5935.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::LayerNormAttrs</text>
</a>
</g>
</g>
<!-- Node114->Node115 -->
<g id="edge114" class="edge"><title>Node114->Node115</title>
-<path fill="none" stroke="midnightblue" d="M482.144,-5740C506.055,-5740 531.841,-5740 554.785,-5740"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="482.025,-5736.5 472.025,-5740 482.025,-5743.5 482.025,-5736.5"/>
+<path fill="none" stroke="midnightblue" d="M485.45,-5938C507.358,-5938 530.639,-5938 551.738,-5938"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="485.159,-5934.5 475.159,-5938 485.159,-5941.5 485.159,-5934.5"/>
</g>
<!-- Node117 -->
<g id="node117" class="node"><title>Node117</title>
-<g id="a_node117"><a xlink:href="structtvm_1_1relay_1_1LRNAttrs.html" target="_top" xlink:title="Attributes for LRN operator. ">
-<polygon fill="white" stroke="black" points="569,-5686.5 569,-5705.5 681,-5705.5 681,-5686.5 569,-5686.5"/>
-<text text-anchor="middle" x="625" y="-5693.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::LRNAttrs</text>
+<g id="a_node117"><a xlink:href="structtvm_1_1relay_1_1LayoutTransformAttrs.html" target="_top" xlink:title="Attributes for LayoutTransform operator. ">
+<polygon fill="white" stroke="black" points="550.5,-5874 550.5,-5904 699.5,-5904 699.5,-5874 550.5,-5874"/>
+<text text-anchor="start" x="558.5" y="-5892" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::LayoutTransform</text>
+<text text-anchor="middle" x="625" y="-5881" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
</a>
</g>
</g>
<!-- Node116->Node117 -->
<g id="edge116" class="edge"><title>Node116->Node117</title>
-<path fill="none" stroke="midnightblue" d="M485.385,-5696C513.459,-5696 543.794,-5696 568.908,-5696"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="485.159,-5692.5 475.159,-5696 485.159,-5699.5 485.159,-5692.5"/>
+<path fill="none" stroke="midnightblue" d="M498.501,-5889C515.978,-5889 533.869,-5889 550.465,-5889"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="498.272,-5885.5 488.272,-5889 498.271,-5892.5 498.272,-5885.5"/>
</g>
<!-- Node119 -->
<g id="node119" class="node"><title>Node119</title>
-<g id="a_node119"><a xlink:href="structtvm_1_1relay_1_1MaxPool1DAttrs.html" target="_top" xlink:title="Attributes for 1D max pool operator. ">
-<polygon fill="white" stroke="black" points="552,-5642.5 552,-5661.5 698,-5661.5 698,-5642.5 552,-5642.5"/>
-<text text-anchor="middle" x="625" y="-5649.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MaxPool1DAttrs</text>
+<g id="a_node119"><a xlink:href="structtvm_1_1relay_1_1LeakyReluAttrs.html" target="_top" xlink:title="Attributes for leaky relu operator. ">
+<polygon fill="white" stroke="black" points="555,-5830.5 555,-5849.5 695,-5849.5 695,-5830.5 555,-5830.5"/>
+<text text-anchor="middle" x="625" y="-5837.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::LeakyReluAttrs</text>
</a>
</g>
</g>
<!-- Node118->Node119 -->
<g id="edge118" class="edge"><title>Node118->Node119</title>
-<path fill="none" stroke="midnightblue" d="M481.247,-5652C504.424,-5652 529.426,-5652 551.931,-5652"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="481.091,-5648.5 471.091,-5652 481.091,-5655.5 481.091,-5648.5"/>
+<path fill="none" stroke="midnightblue" d="M482.144,-5840C506.055,-5840 531.841,-5840 554.785,-5840"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="482.025,-5836.5 472.025,-5840 482.025,-5843.5 482.025,-5836.5"/>
</g>
<!-- Node121 -->
<g id="node121" class="node"><title>Node121</title>
-<g id="a_node121"><a xlink:href="structtvm_1_1relay_1_1MaxPool2DAttrs.html" target="_top" xlink:title="Attributes for max pool operator. ">
-<polygon fill="white" stroke="black" points="552,-5593.5 552,-5612.5 698,-5612.5 698,-5593.5 552,-5593.5"/>
-<text text-anchor="middle" x="625" y="-5600.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MaxPool2DAttrs</text>
+<g id="a_node121"><a xlink:href="structtvm_1_1relay_1_1LRNAttrs.html" target="_top" xlink:title="Attributes for LRN operator. ">
+<polygon fill="white" stroke="black" points="569,-5786.5 569,-5805.5 681,-5805.5 681,-5786.5 569,-5786.5"/>
+<text text-anchor="middle" x="625" y="-5793.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::LRNAttrs</text>
</a>
</g>
</g>
<!-- Node120->Node121 -->
<g id="edge120" class="edge"><title>Node120->Node121</title>
-<path fill="none" stroke="midnightblue" d="M481.247,-5603C504.424,-5603 529.426,-5603 551.931,-5603"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="481.091,-5599.5 471.091,-5603 481.091,-5606.5 481.091,-5599.5"/>
+<path fill="none" stroke="midnightblue" d="M485.385,-5796C513.459,-5796 543.794,-5796 568.908,-5796"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="485.159,-5792.5 475.159,-5796 485.159,-5799.5 485.159,-5792.5"/>
</g>
<!-- Node123 -->
<g id="node123" class="node"><title>Node123</title>
-<g id="a_node123"><a xlink:href="structtvm_1_1relay_1_1MaxPool3DAttrs.html" target="_top" xlink:title="Attributes for 3D max pool operator. ">
-<polygon fill="white" stroke="black" points="552,-5544.5 552,-5563.5 698,-5563.5 698,-5544.5 552,-5544.5"/>
-<text text-anchor="middle" x="625" y="-5551.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MaxPool3DAttrs</text>
+<g id="a_node123"><a xlink:href="structtvm_1_1relay_1_1MaxPool1DAttrs.html" target="_top" xlink:title="Attributes for 1D max pool operator. ">
+<polygon fill="white" stroke="black" points="552,-5742.5 552,-5761.5 698,-5761.5 698,-5742.5 552,-5742.5"/>
+<text text-anchor="middle" x="625" y="-5749.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MaxPool1DAttrs</text>
</a>
</g>
</g>
<!-- Node122->Node123 -->
<g id="edge122" class="edge"><title>Node122->Node123</title>
-<path fill="none" stroke="midnightblue" d="M481.247,-5554C504.424,-5554 529.426,-5554 551.931,-5554"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="481.091,-5550.5 471.091,-5554 481.091,-5557.5 481.091,-5550.5"/>
+<path fill="none" stroke="midnightblue" d="M481.247,-5752C504.424,-5752 529.426,-5752 551.931,-5752"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="481.091,-5748.5 471.091,-5752 481.091,-5755.5 481.091,-5748.5"/>
</g>
<!-- Node125 -->
<g id="node125" class="node"><title>Node125</title>
-<g id="a_node125"><a xlink:href="structtvm_1_1relay_1_1MeshgridAttrs.html" target="_top" xlink:title="Attributes used in meshgrid operators. ">
-<polygon fill="white" stroke="black" points="556.5,-5495.5 556.5,-5514.5 693.5,-5514.5 693.5,-5495.5 556.5,-5495.5"/>
-<text text-anchor="middle" x="625" y="-5502.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MeshgridAttrs</text>
+<g id="a_node125"><a xlink:href="structtvm_1_1relay_1_1MaxPool2DAttrs.html" target="_top" xlink:title="Attributes for max pool operator. ">
+<polygon fill="white" stroke="black" points="552,-5693.5 552,-5712.5 698,-5712.5 698,-5693.5 552,-5693.5"/>
+<text text-anchor="middle" x="625" y="-5700.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MaxPool2DAttrs</text>
</a>
</g>
</g>
<!-- Node124->Node125 -->
<g id="edge124" class="edge"><title>Node124->Node125</title>
-<path fill="none" stroke="midnightblue" d="M480.339,-5505C505.302,-5505 532.456,-5505 556.368,-5505"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="480.159,-5501.5 470.159,-5505 480.159,-5508.5 480.159,-5501.5"/>
+<path fill="none" stroke="midnightblue" d="M481.247,-5703C504.424,-5703 529.426,-5703 551.931,-5703"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="481.091,-5699.5 471.091,-5703 481.091,-5706.5 481.091,-5699.5"/>
</g>
<!-- Node127 -->
<g id="node127" class="node"><title>Node127</title>
-<g id="a_node127"><a xlink:href="structtvm_1_1relay_1_1MirrorPadAttrs.html" target="_top" xlink:title="Attributes used for the MirrorPadding operator. ">
-<polygon fill="white" stroke="black" points="556,-5446.5 556,-5465.5 694,-5465.5 694,-5446.5 556,-5446.5"/>
-<text text-anchor="middle" x="625" y="-5453.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MirrorPadAttrs</text>
+<g id="a_node127"><a xlink:href="structtvm_1_1relay_1_1MaxPool3DAttrs.html" target="_top" xlink:title="Attributes for 3D max pool operator. ">
+<polygon fill="white" stroke="black" points="552,-5644.5 552,-5663.5 698,-5663.5 698,-5644.5 552,-5644.5"/>
+<text text-anchor="middle" x="625" y="-5651.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MaxPool3DAttrs</text>
</a>
</g>
</g>
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<g id="edge126" class="edge"><title>Node126->Node127</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="480.78,-5452.5 470.78,-5456 480.78,-5459.5 480.78,-5452.5"/>
+<path fill="none" stroke="midnightblue" d="M481.247,-5654C504.424,-5654 529.426,-5654 551.931,-5654"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="481.091,-5650.5 471.091,-5654 481.091,-5657.5 481.091,-5650.5"/>
</g>
<!-- Node129 -->
<g id="node129" class="node"><title>Node129</title>
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-<polygon fill="white" stroke="black" points="559,-5392 559,-5422 691,-5422 691,-5392 559,-5392"/>
-<text text-anchor="start" x="567" y="-5410" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MultiBoxPrior</text>
-<text text-anchor="middle" x="625" y="-5399" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
+<g id="a_node129"><a xlink:href="structtvm_1_1relay_1_1MeshgridAttrs.html" target="_top" xlink:title="Attributes used in meshgrid operators. ">
+<polygon fill="white" stroke="black" points="556.5,-5595.5 556.5,-5614.5 693.5,-5614.5 693.5,-5595.5 556.5,-5595.5"/>
+<text text-anchor="middle" x="625" y="-5602.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MeshgridAttrs</text>
</a>
</g>
</g>
<!-- Node128->Node129 -->
<g id="edge128" class="edge"><title>Node128->Node129</title>
-<path fill="none" stroke="midnightblue" d="M478.914,-5407C505.157,-5407 533.953,-5407 558.925,-5407"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="478.614,-5403.5 468.614,-5407 478.613,-5410.5 478.614,-5403.5"/>
+<path fill="none" stroke="midnightblue" d="M480.339,-5605C505.302,-5605 532.456,-5605 556.368,-5605"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="480.159,-5601.5 470.159,-5605 480.159,-5608.5 480.159,-5601.5"/>
</g>
<!-- Node131 -->
<g id="node131" class="node"><title>Node131</title>
-<g id="a_node131"><a xlink:href="structtvm_1_1relay_1_1MultiBoxTransformLocAttrs.html" target="_top" xlink:title="tvm::relay::MultiBoxTransform\lLocAttrs">
-<polygon fill="white" stroke="black" points="546,-5343 546,-5373 704,-5373 704,-5343 546,-5343"/>
-<text text-anchor="start" x="554" y="-5361" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MultiBoxTransform</text>
-<text text-anchor="middle" x="625" y="-5350" font-family="Helvetica,sans-Serif" font-size="10.00">LocAttrs</text>
+<g id="a_node131"><a xlink:href="structtvm_1_1relay_1_1MirrorPadAttrs.html" target="_top" xlink:title="Attributes used for the MirrorPadding operator. ">
+<polygon fill="white" stroke="black" points="556,-5546.5 556,-5565.5 694,-5565.5 694,-5546.5 556,-5546.5"/>
+<text text-anchor="middle" x="625" y="-5553.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MirrorPadAttrs</text>
</a>
</g>
</g>
<!-- Node130->Node131 -->
<g id="edge130" class="edge"><title>Node130->Node131</title>
-<path fill="none" stroke="midnightblue" d="M478.797,-5358C500.541,-5358 524.044,-5358 545.677,-5358"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="478.614,-5354.5 468.614,-5358 478.613,-5361.5 478.614,-5354.5"/>
+<path fill="none" stroke="midnightblue" d="M480.849,-5556C505.53,-5556 532.312,-5556 555.963,-5556"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="480.78,-5552.5 470.78,-5556 480.78,-5559.5 480.78,-5552.5"/>
</g>
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<g id="node133" class="node"><title>Node133</title>
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-<polygon fill="white" stroke="black" points="549,-5299.5 549,-5318.5 701,-5318.5 701,-5299.5 549,-5299.5"/>
-<text text-anchor="middle" x="625" y="-5306.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::NdarraySizeAttrs</text>
+<g id="a_node133"><a xlink:href="structtvm_1_1relay_1_1MultiBoxPriorAttrs.html" target="_top" xlink:title="Attributes used in multibox_prior operators. ">
+<polygon fill="white" stroke="black" points="559,-5492 559,-5522 691,-5522 691,-5492 559,-5492"/>
+<text text-anchor="start" x="567" y="-5510" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MultiBoxPrior</text>
+<text text-anchor="middle" x="625" y="-5499" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
</a>
</g>
</g>
<!-- Node132->Node133 -->
<g id="edge132" class="edge"><title>Node132->Node133</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="487.686,-5305.5 477.686,-5309 487.686,-5312.5 487.686,-5305.5"/>
+<path fill="none" stroke="midnightblue" d="M478.914,-5507C505.157,-5507 533.953,-5507 558.925,-5507"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="478.614,-5503.5 468.614,-5507 478.613,-5510.5 478.614,-5503.5"/>
</g>
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<g id="node135" class="node"><title>Node135</title>
-<g id="a_node135"><a xlink:href="structtvm_1_1relay_1_1NonMaximumSuppressionAttrs.html" target="_top" xlink:title="Attributes used in non_maximum_suppression operator. ">
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-<text text-anchor="start" x="535" y="-5263" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::NonMaximumSuppression</text>
-<text text-anchor="middle" x="625" y="-5252" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
+<g id="a_node135"><a xlink:href="structtvm_1_1relay_1_1MultiBoxTransformLocAttrs.html" target="_top" xlink:title="tvm::relay::MultiBoxTransform\lLocAttrs">
+<polygon fill="white" stroke="black" points="546,-5443 546,-5473 704,-5473 704,-5443 546,-5443"/>
+<text text-anchor="start" x="554" y="-5461" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::MultiBoxTransform</text>
+<text text-anchor="middle" x="625" y="-5450" font-family="Helvetica,sans-Serif" font-size="10.00">LocAttrs</text>
</a>
</g>
</g>
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<g id="edge134" class="edge"><title>Node134->Node135</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="491.507,-5256.5 481.507,-5260 491.507,-5263.5 491.507,-5256.5"/>
+<path fill="none" stroke="midnightblue" d="M478.797,-5458C500.541,-5458 524.044,-5458 545.677,-5458"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="478.614,-5454.5 468.614,-5458 478.613,-5461.5 478.614,-5454.5"/>
</g>
<!-- Node137 -->
<g id="node137" class="node"><title>Node137</title>
-<g id="a_node137"><a xlink:href="structtvm_1_1relay_1_1OnDeviceAttrs.html" target="_top" xlink:title="Options for the device annotation operators. ">
-<polygon fill="white" stroke="black" points="555.5,-5201.5 555.5,-5220.5 694.5,-5220.5 694.5,-5201.5 555.5,-5201.5"/>
-<text text-anchor="middle" x="625" y="-5208.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::OnDeviceAttrs</text>
+<g id="a_node137"><a xlink:href="structtvm_1_1relay_1_1NdarraySizeAttrs.html" target="_top" xlink:title="Attributes for ndarray_size operator. ">
+<polygon fill="white" stroke="black" points="549,-5399.5 549,-5418.5 701,-5418.5 701,-5399.5 549,-5399.5"/>
+<text text-anchor="middle" x="625" y="-5406.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::NdarraySizeAttrs</text>
</a>
</g>
</g>
<!-- Node136->Node137 -->
<g id="edge136" class="edge"><title>Node136->Node137</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="481.091,-5207.5 471.091,-5211 481.091,-5214.5 481.091,-5207.5"/>
+<path fill="none" stroke="midnightblue" d="M487.817,-5409C508.008,-5409 529.249,-5409 548.791,-5409"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="487.686,-5405.5 477.686,-5409 487.686,-5412.5 487.686,-5405.5"/>
</g>
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<g id="node139" class="node"><title>Node139</title>
-<g id="a_node139"><a xlink:href="structtvm_1_1relay_1_1OneHotAttrs.html" target="_top" xlink:title="Attributes used in one-hot operator. ">
-<polygon fill="white" stroke="black" points="560,-5157.5 560,-5176.5 690,-5176.5 690,-5157.5 560,-5157.5"/>
-<text text-anchor="middle" x="625" y="-5164.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::OneHotAttrs</text>
+<g id="a_node139"><a xlink:href="structtvm_1_1relay_1_1NonMaximumSuppressionAttrs.html" target="_top" xlink:title="Attributes used in non_maximum_suppression operator. ">
+<polygon fill="white" stroke="black" points="527,-5345 527,-5375 723,-5375 723,-5345 527,-5345"/>
+<text text-anchor="start" x="535" y="-5363" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::NonMaximumSuppression</text>
+<text text-anchor="middle" x="625" y="-5352" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
</a>
</g>
</g>
<!-- Node138->Node139 -->
<g id="edge138" class="edge"><title>Node138->Node139</title>
-<path fill="none" stroke="midnightblue" d="M494.19,-5167C516.375,-5167 539.462,-5167 559.907,-5167"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="494.073,-5163.5 484.073,-5167 494.073,-5170.5 494.073,-5163.5"/>
+<path fill="none" stroke="midnightblue" d="M491.593,-5360C503.168,-5360 515.028,-5360 526.664,-5360"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="491.507,-5356.5 481.507,-5360 491.507,-5363.5 491.507,-5356.5"/>
</g>
<!-- Node141 -->
<g id="node141" class="node"><title>Node141</title>
-<g id="a_node141"><a xlink:href="structtvm_1_1relay_1_1PadAttrs.html" target="_top" xlink:title="Attributes used for the padding operator. ">
-<polygon fill="white" stroke="black" points="570,-5119.5 570,-5138.5 680,-5138.5 680,-5119.5 570,-5119.5"/>
-<text text-anchor="middle" x="625" y="-5126.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::PadAttrs</text>
+<g id="a_node141"><a xlink:href="structtvm_1_1relay_1_1OnDeviceAttrs.html" target="_top" xlink:title="Options for the device annotation operators. ">
+<polygon fill="white" stroke="black" points="555.5,-5301.5 555.5,-5320.5 694.5,-5320.5 694.5,-5301.5 555.5,-5301.5"/>
+<text text-anchor="middle" x="625" y="-5308.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::OnDeviceAttrs</text>
</a>
</g>
</g>
<!-- Node140->Node141 -->
<g id="edge140" class="edge"><title>Node140->Node141</title>
-<path fill="none" stroke="midnightblue" d="M484.264,-5129C513.004,-5129 544.229,-5129 569.858,-5129"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="484.216,-5125.5 474.216,-5129 484.216,-5132.5 484.216,-5125.5"/>
+<path fill="none" stroke="midnightblue" d="M481.382,-5311C505.713,-5311 532.044,-5311 555.381,-5311"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="481.091,-5307.5 471.091,-5311 481.091,-5314.5 481.091,-5307.5"/>
</g>
<!-- Node143 -->
<g id="node143" class="node"><title>Node143</title>
-<g id="a_node143"><a xlink:href="structtvm_1_1relay_1_1PReluAttrs.html" target="_top" xlink:title="Attributes for prelu operator. ">
-<polygon fill="white" stroke="black" points="565.5,-5081.5 565.5,-5100.5 684.5,-5100.5 684.5,-5081.5 565.5,-5081.5"/>
-<text text-anchor="middle" x="625" y="-5088.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::PReluAttrs</text>
+<g id="a_node143"><a xlink:href="structtvm_1_1relay_1_1OneHotAttrs.html" target="_top" xlink:title="Attributes used in one-hot operator. ">
+<polygon fill="white" stroke="black" points="560,-5257.5 560,-5276.5 690,-5276.5 690,-5257.5 560,-5257.5"/>
+<text text-anchor="middle" x="625" y="-5264.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::OneHotAttrs</text>
</a>
</g>
</g>
<!-- Node142->Node143 -->
<g id="edge142" class="edge"><title>Node142->Node143</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="488.003,-5087.5 478.003,-5091 488.003,-5094.5 488.003,-5087.5"/>
+<path fill="none" stroke="midnightblue" d="M494.19,-5267C516.375,-5267 539.462,-5267 559.907,-5267"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="494.073,-5263.5 484.073,-5267 494.073,-5270.5 494.073,-5263.5"/>
</g>
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<g id="node145" class="node"><title>Node145</title>
-<g id="a_node145"><a xlink:href="structtvm_1_1relay_1_1ProposalAttrs.html" target="_top" xlink:title="Attributes used in proposal operators. ">
-<polygon fill="white" stroke="black" points="558,-5037.5 558,-5056.5 692,-5056.5 692,-5037.5 558,-5037.5"/>
-<text text-anchor="middle" x="625" y="-5044.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::ProposalAttrs</text>
+<g id="a_node145"><a xlink:href="structtvm_1_1relay_1_1PadAttrs.html" target="_top" xlink:title="Attributes used for the padding operator. ">
+<polygon fill="white" stroke="black" points="570,-5219.5 570,-5238.5 680,-5238.5 680,-5219.5 570,-5219.5"/>
+<text text-anchor="middle" x="625" y="-5226.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::PadAttrs</text>
</a>
</g>
</g>
<!-- Node144->Node145 -->
<g id="edge144" class="edge"><title>Node144->Node145</title>
-<path fill="none" stroke="midnightblue" d="M479.331,-5047C505.05,-5047 533.183,-5047 557.746,-5047"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="479.231,-5043.5 469.231,-5047 479.231,-5050.5 479.231,-5043.5"/>
+<path fill="none" stroke="midnightblue" d="M484.264,-5229C513.004,-5229 544.229,-5229 569.858,-5229"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="484.216,-5225.5 474.216,-5229 484.216,-5232.5 484.216,-5225.5"/>
</g>
<!-- Node147 -->
<g id="node147" class="node"><title>Node147</title>
-<g id="a_node147"><a xlink:href="structtvm_1_1relay_1_1qnn_1_1QuantizeAttrs.html" target="_top" xlink:title="Attribute for quantize operator. ">
-<polygon fill="white" stroke="black" points="556.5,-4983 556.5,-5013 693.5,-5013 693.5,-4983 556.5,-4983"/>
-<text text-anchor="start" x="564.5" y="-5001" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::qnn::Quantize</text>
-<text text-anchor="middle" x="625" y="-4990" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
+<g id="a_node147"><a xlink:href="structtvm_1_1relay_1_1PReluAttrs.html" target="_top" xlink:title="Attributes for prelu operator. ">
+<polygon fill="white" stroke="black" points="565.5,-5181.5 565.5,-5200.5 684.5,-5200.5 684.5,-5181.5 565.5,-5181.5"/>
+<text text-anchor="middle" x="625" y="-5188.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::PReluAttrs</text>
</a>
</g>
</g>
<!-- Node146->Node147 -->
<g id="edge146" class="edge"><title>Node146->Node147</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="479.54,-4994.5 469.54,-4998 479.54,-5001.5 479.54,-4994.5"/>
+<path fill="none" stroke="midnightblue" d="M488.239,-5191C514.205,-5191 541.87,-5191 565.407,-5191"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="488.003,-5187.5 478.003,-5191 488.003,-5194.5 488.003,-5187.5"/>
</g>
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<g id="node149" class="node"><title>Node149</title>
-<g id="a_node149"><a xlink:href="structtvm_1_1relay_1_1ReduceAttrs.html" target="_top" xlink:title="Attributes for Reduce operators. ">
-<polygon fill="white" stroke="black" points="561,-4944.5 561,-4963.5 689,-4963.5 689,-4944.5 561,-4944.5"/>
-<text text-anchor="middle" x="625" y="-4951.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::ReduceAttrs</text>
+<g id="a_node149"><a xlink:href="structtvm_1_1relay_1_1ProposalAttrs.html" target="_top" xlink:title="Attributes used in proposal operators. ">
+<polygon fill="white" stroke="black" points="558,-5137.5 558,-5156.5 692,-5156.5 692,-5137.5 558,-5137.5"/>
+<text text-anchor="middle" x="625" y="-5144.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::ProposalAttrs</text>
</a>
</g>
</g>
<!-- Node148->Node149 -->
<g id="edge148" class="edge"><title>Node148->Node149</title>
-<path fill="none" stroke="midnightblue" d="M492.897,-4954C515.849,-4954 539.844,-4954 560.938,-4954"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="492.789,-4950.5 482.789,-4954 492.789,-4957.5 492.789,-4950.5"/>
+<path fill="none" stroke="midnightblue" d="M479.331,-5147C505.05,-5147 533.183,-5147 557.746,-5147"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="479.231,-5143.5 469.231,-5147 479.231,-5150.5 479.231,-5143.5"/>
</g>
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<g id="node151" class="node"><title>Node151</title>
-<g id="a_node151"><a xlink:href="structtvm_1_1relay_1_1RepeatAttrs.html" target="_top" xlink:title="Attributes used in repeat operators. ">
-<polygon fill="white" stroke="black" points="562,-4906.5 562,-4925.5 688,-4925.5 688,-4906.5 562,-4906.5"/>
-<text text-anchor="middle" x="625" y="-4913.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::RepeatAttrs</text>
+<g id="a_node151"><a xlink:href="structtvm_1_1relay_1_1qnn_1_1QuantizeAttrs.html" target="_top" xlink:title="Attribute for quantize operator. ">
+<polygon fill="white" stroke="black" points="556.5,-5083 556.5,-5113 693.5,-5113 693.5,-5083 556.5,-5083"/>
+<text text-anchor="start" x="564.5" y="-5101" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::qnn::Quantize</text>
+<text text-anchor="middle" x="625" y="-5090" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
</a>
</g>
</g>
<!-- Node150->Node151 -->
<g id="edge150" class="edge"><title>Node150->Node151</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="492.147,-4912.5 482.147,-4916 492.147,-4919.5 492.147,-4912.5"/>
+<path fill="none" stroke="midnightblue" d="M479.782,-5098C504.907,-5098 532.298,-5098 556.394,-5098"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="479.54,-5094.5 469.54,-5098 479.54,-5101.5 479.54,-5094.5"/>
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<g id="node153" class="node"><title>Node153</title>
-<g id="a_node153"><a xlink:href="structtvm_1_1relay_1_1qnn_1_1RequantizeAttrs.html" target="_top" xlink:title="Attribute for requantize operator. ">
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-<text text-anchor="start" x="560" y="-4875" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::qnn::Requantize</text>
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+<text text-anchor="middle" x="625" y="-4832.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::Resize3dAttrs</text>
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</a>
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</a>
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+<text text-anchor="start" x="561.5" y="-4487" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::SequenceMask</text>
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<g id="node181" class="node"><title>Node181</title>
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-<text text-anchor="middle" x="625" y="-4255.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::SparseDenseAttrs</text>
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+<text text-anchor="middle" x="625" y="-4432.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::ShapeFuncAttrs</text>
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<g id="edge180" class="edge"><title>Node180->Node181</title>
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+<g id="a_node183"><a xlink:href="structtvm_1_1relay_1_1ShapeOfAttrs.html" target="_top" xlink:title="Attributes for ShapeOf operator. ">
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+<text text-anchor="middle" x="625" y="-4388.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::ShapeOfAttrs</text>
</a>
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<g id="edge182" class="edge"><title>Node182->Node183</title>
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<g id="node185" class="node"><title>Node185</title>
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+<text text-anchor="middle" x="625" y="-4344.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::SliceLikeAttrs</text>
</a>
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+<text text-anchor="middle" x="625" y="-4300.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::SoftmaxAttrs</text>
</a>
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<g id="edge186" class="edge"><title>Node186->Node187</title>
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<g id="node189" class="node"><title>Node189</title>
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-<text text-anchor="middle" x="625" y="-4075.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::SqueezeAttrs</text>
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+<text text-anchor="middle" x="625" y="-4256.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::SparseDenseAttrs</text>
</a>
</g>
</g>
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<g id="edge188" class="edge"><title>Node188->Node189</title>
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+<path fill="none" stroke="midnightblue" d="M490.627,-4259C508.932,-4259 527.986,-4259 545.773,-4259"/>
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<g id="node191" class="node"><title>Node191</title>
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-<text text-anchor="middle" x="625" y="-4037.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::StackAttrs</text>
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+<text text-anchor="start" x="561" y="-4213" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::SparseToDense</text>
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</a>
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<g id="edge190" class="edge"><title>Node190->Node191</title>
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+<polygon fill="midnightblue" stroke="midnightblue" points="480.159,-4206.5 470.159,-4210 480.159,-4213.5 480.159,-4206.5"/>
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<g id="node193" class="node"><title>Node193</title>
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-<text text-anchor="start" x="569.5" y="-3999" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::StridedSlice</text>
-<text text-anchor="middle" x="625" y="-3988" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
+<g id="a_node193"><a xlink:href="structtvm_1_1relay_1_1SparseTransposeAttrs.html" target="_top" xlink:title="Attributes for sparse_transpose operator. ">
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+<text text-anchor="start" x="557" y="-4164" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::SparseTranspose</text>
+<text text-anchor="middle" x="625" y="-4153" font-family="Helvetica,sans-Serif" font-size="10.00">Attrs</text>
</a>
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<g id="edge192" class="edge"><title>Node192->Node193</title>
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<g id="node195" class="node"><title>Node195</title>
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-<text text-anchor="middle" x="625" y="-3947.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::SubPixelAttrs</text>
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</a>
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<g id="node197" class="node"><title>Node197</title>
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-<text text-anchor="middle" x="625" y="-3909.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::TakeAttrs</text>
+<g id="a_node197"><a xlink:href="structtvm_1_1relay_1_1SqueezeAttrs.html" target="_top" xlink:title="Attributes used in squeeze operators. ">
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+<text text-anchor="middle" x="625" y="-4076.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::SqueezeAttrs</text>
</a>
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<g id="edge196" class="edge"><title>Node196->Node197</title>
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+<path fill="none" stroke="midnightblue" d="M496.91,-4079C517.28,-4079 538.285,-4079 557.207,-4079"/>
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<g id="node199" class="node"><title>Node199</title>
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+<text text-anchor="middle" x="625" y="-4038.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::StackAttrs</text>
</a>
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<g id="edge198" class="edge"><title>Node198->Node199</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="483.72,-3864.9 473.588,-3868 483.441,-3871.89 483.72,-3864.9"/>
+<path fill="none" stroke="midnightblue" d="M489.289,-4041C514.674,-4041 541.604,-4041 564.659,-4041"/>
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<g id="node201" class="node"><title>Node201</title>
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+<text text-anchor="start" x="569.5" y="-4000" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::StridedSlice</text>
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</a>
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+<text text-anchor="middle" x="625" y="-3947.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::SubPixelAttrs</text>
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<g id="edge202" class="edge"><title>Node202->Node203</title>
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-<text text-anchor="middle" x="625" y="-3757.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::UpSampling3DAttrs</text>
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+<polygon fill="white" stroke="black" points="568,-3902.5 568,-3921.5 682,-3921.5 682,-3902.5 568,-3902.5"/>
+<text text-anchor="middle" x="625" y="-3909.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::TakeAttrs</text>
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<g id="edge204" class="edge"><title>Node204->Node205</title>
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-<polygon fill="midnightblue" stroke="midnightblue" points="490.884,-3741.13 480.549,-3743.46 490.082,-3748.08 490.884,-3741.13"/>
+<path fill="none" stroke="midnightblue" d="M486.133,-3907.11C513.646,-3908.09 543.262,-3909.14 567.966,-3910.01"/>
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<g id="node207" class="node"><title>Node207</title>
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-<text text-anchor="middle" x="625" y="-3719.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::UpSamplingAttrs</text>
+<g id="a_node207"><a xlink:href="structtvm_1_1relay_1_1TileAttrs.html" target="_top" xlink:title="Attributes used in tile operators. ">
+<polygon fill="white" stroke="black" points="570.5,-3864.5 570.5,-3883.5 679.5,-3883.5 679.5,-3864.5 570.5,-3864.5"/>
+<text text-anchor="middle" x="625" y="-3871.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::TileAttrs</text>
</a>
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<g id="edge206" class="edge"><title>Node206->Node207</title>
-<path fill="none" stroke="midnightblue" d="M487.675,-3699.63C514.003,-3703.95 542.125,-3708.57 565.948,-3712.47"/>
-<polygon fill="midnightblue" stroke="midnightblue" points="488.121,-3696.16 477.686,-3697.99 486.987,-3703.07 488.121,-3696.16"/>
+<path fill="none" stroke="midnightblue" d="M483.737,-3869.02C512.773,-3870.05 544.401,-3871.18 570.262,-3872.09"/>
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-<text text-anchor="middle" x="625" y="-3681.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::YoloReorgAttrs</text>
+<g id="a_node209"><a xlink:href="structtvm_1_1relay_1_1TopKAttrs.html" target="_top" xlink:title="tvm::relay::TopKAttrs">
+<polygon fill="white" stroke="black" points="567.5,-3826.5 567.5,-3845.5 682.5,-3845.5 682.5,-3826.5 567.5,-3826.5"/>
+<text text-anchor="middle" x="625" y="-3833.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::TopKAttrs</text>
</a>
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<g id="edge208" class="edge"><title>Node208->Node209</title>
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+</g>
+<!-- Node211 -->
+<g id="node211" class="node"><title>Node211</title>
+<g id="a_node211"><a xlink:href="structtvm_1_1relay_1_1TransposeAttrs.html" target="_top" xlink:title="Attributes used in transpose operators. ">
+<polygon fill="white" stroke="black" points="554.5,-3788.5 554.5,-3807.5 695.5,-3807.5 695.5,-3788.5 554.5,-3788.5"/>
+<text text-anchor="middle" x="625" y="-3795.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::TransposeAttrs</text>
+</a>
+</g>
+</g>
+<!-- Node210->Node211 -->
+<g id="edge210" class="edge"><title>Node210->Node211</title>
+<path fill="none" stroke="midnightblue" d="M482.095,-3789.19C505.888,-3790.67 531.541,-3792.26 554.405,-3793.68"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="482.223,-3785.69 472.025,-3788.56 481.789,-3792.68 482.223,-3785.69"/>
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<g id="node213" class="node"><title>Node213</title>
-<g id="a_node213"><a xlink:href="classtvm_1_1PrimExprNode.html" target="_top" xlink:title="Base node of all primitive expressions. ">
-<polygon fill="white" stroke="black" points="342.5,-2786.5 342.5,-2805.5 452.5,-2805.5 452.5,-2786.5 342.5,-2786.5"/>
-<text text-anchor="middle" x="397.5" y="-2793.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::PrimExprNode</text>
+<g id="a_node213"><a xlink:href="structtvm_1_1relay_1_1UpSampling3DAttrs.html" target="_top" xlink:title="Attributes for upsampling3d operator. ">
+<polygon fill="white" stroke="black" points="542.5,-3750.5 542.5,-3769.5 707.5,-3769.5 707.5,-3750.5 542.5,-3750.5"/>
+<text text-anchor="middle" x="625" y="-3757.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::UpSampling3DAttrs</text>
</a>
</g>
</g>
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<g id="edge212" class="edge"><title>Node212->Node213</title>
+<path fill="none" stroke="midnightblue" d="M490.567,-3745.21C507.735,-3747.11 525.564,-3749.09 542.39,-3750.95"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="490.873,-3741.72 480.549,-3744.1 490.102,-3748.68 490.873,-3741.72"/>
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+<!-- Node215 -->
+<g id="node215" class="node"><title>Node215</title>
+<g id="a_node215"><a xlink:href="structtvm_1_1relay_1_1UpSamplingAttrs.html" target="_top" xlink:title="Attributes for upsampling operator. ">
+<polygon fill="white" stroke="black" points="549,-3712.5 549,-3731.5 701,-3731.5 701,-3712.5 549,-3712.5"/>
+<text text-anchor="middle" x="625" y="-3719.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::UpSamplingAttrs</text>
+</a>
+</g>
+</g>
+<!-- Node214->Node215 -->
+<g id="edge214" class="edge"><title>Node214->Node215</title>
+<path fill="none" stroke="midnightblue" d="M487.795,-3700.26C513.44,-3704.35 540.778,-3708.71 564.181,-3712.45"/>
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+<!-- Node217 -->
+<g id="node217" class="node"><title>Node217</title>
+<g id="a_node217"><a xlink:href="structtvm_1_1relay_1_1YoloReorgAttrs.html" target="_top" xlink:title="Attributes used in yolo reorg operators. ">
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+<text text-anchor="middle" x="625" y="-3681.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::relay::YoloReorgAttrs</text>
+</a>
+</g>
+</g>
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+<g id="edge216" class="edge"><title>Node216->Node217</title>
+<path fill="none" stroke="midnightblue" d="M475.921,-3654.15C492.746,-3657.8 510.459,-3661.58 527,-3665 542.292,-3668.16 558.969,-3671.48 574.114,-3674.44"/>
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+<g id="node221" class="node"><title>Node221</title>
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+<text text-anchor="middle" x="397.5" y="-2793.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::PrimExprNode</text>
+</a>
+</g>
+</g>
+<!-- Node220->Node221 -->
+<g id="edge220" class="edge"><title>Node220->Node221</title>
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-<g id="a_node266"><a xlink:href="classtvm_1_1RelayExprNode.html" target="_top" xlink:title="Base node of all non-primitive expressions. ">
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<text text-anchor="middle" x="397.5" y="-1995.5" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::RelayExprNode</text>
</a>
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-<g id="edge265" class="edge"><title>Node212->Node266</title>
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+<g id="edge273" class="edge"><title>Node220->Node274</title>
<path fill="none" stroke="midnightblue" d="M241.743,-2151.8C250.911,-2149.14 259.943,-2145.63 268,-2141 328.188,-2106.4 375.4,-2033.62 390.989,-2007.55"/>
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-<g id="a_node214"><a xlink:href="classtvm_1_1tir_1_1BinaryOpNode.html" target="_top" xlink:title="tvm::tir::BinaryOpNode\l\< AddNode \>">
+<!-- Node222 -->
+<g id="node222" class="node"><title>Node222</title>
+<g id="a_node222"><a xlink:href="classtvm_1_1tir_1_1BinaryOpNode.html" target="_top" xlink:title="tvm::tir::BinaryOpNode\l\< AddNode \>">
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<text text-anchor="start" x="570" y="-3643" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::tir::BinaryOpNode</text>
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</a>
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+<g id="edge221" class="edge"><title>Node221->Node222</title>
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-<g id="a_node216"><a xlink:href="classtvm_1_1tir_1_1BinaryOpNode.html" target="_top" xlink:title="tvm::tir::BinaryOpNode\l\< DivNode \>">
+<!-- Node224 -->
+<g id="node224" class="node"><title>Node224</title>
+<g id="a_node224"><a xlink:href="classtvm_1_1tir_1_1BinaryOpNode.html" target="_top" xlink:title="tvm::tir::BinaryOpNode\l\< DivNode \>">
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<text text-anchor="start" x="570" y="-3594" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::tir::BinaryOpNode</text>
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</a>
</g>
</g>
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+<g id="edge223" class="edge"><title>Node221->Node224</title>
<path fill="none" stroke="midnightblue" d="M398.959,-2815.9C401.889,-2925.31 421.396,-3452.89 527,-3567 536.191,-3576.93 548.786,-3583.04 561.858,-3586.73"/>
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-<g id="a_node218"><a xlink:href="classtvm_1_1tir_1_1BinaryOpNode.html" target="_top" xlink:title="tvm::tir::BinaryOpNode\l\< FloorDivNode \>">
+<!-- Node226 -->
+<g id="node226" class="node"><title>Node226</title>
+<g id="a_node226"><a xlink:href="classtvm_1_1tir_1_1BinaryOpNode.html" target="_top" xlink:title="tvm::tir::BinaryOpNode\l\< FloorDivNode \>">
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<text text-anchor="start" x="570" y="-3545" font-family="Helvetica,sans-Serif" font-size="10.00">tvm::tir::BinaryOpNode</text>
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</a>
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+<g id="edge225" class="edge"><title>Node221->Node226</title>
... 17584 lines suppressed ...