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Posted to commits@tvm.apache.org by mb...@apache.org on 2021/06/15 19:42:53 UTC
[tvm] branch ci-docker-staging updated (946bdbe -> a2e0166)
This is an automated email from the ASF dual-hosted git repository.
mbrookhart pushed a change to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git.
discard 946bdbe [CI] Update to the latest version
add 27e44ee [Relay] Support dynamic indices size in gather_nd and scatter_nd (#8105)
add e26990f [AutoTVM][AutoScheduler] Add workaround to alter op layout bug in task extraction. (#8143)
add 8b5d843 Fix tvmc tuner for cases when uTVM is not enabled (#8153)
add e535ec8 [VM] Avoid round-trip Target->str->Target conversions (#8161)
add 1fe9f8d [CMake][Minor] Update CMake warning flags (#8152)
add 4bbbfe8 [Fix] Fix conv2d HWNC type strategy (#8147)
add 7316a38 [CI] Fix the CI after image update. (#8164)
add 713de0c [CI][DOCKER] Fix cuda11 nvidia-docker support for non-Tesla gpus (#8163)
add eebd5a9 [FastMath] Add cuda & x86 schedules for fast_softmax (#8150)
add bd4b14d Update auto_tuning_with_python.py (#8158)
add 06a466c allow libbacktrace to be used when cross compiling the runtime (#7917)
add 106c331 [microTVM] make RVM memory and number of cores variable (#8154)
add 6baccc1 [ONNX] [Relay] Update unique operator to match ONNX output (1D only) (#8099)
add bc785de Add function attribute for shape func for profiling (#8148)
add bb3e772 [Vulkan][Docs] Minor updates following Vulkan target query. (#8151)
add 0c83fe8 [Vulkan] Remove dependency on Target from -from_device functionality. (#8171)
add b7c98b8 [Strategy] Add group_conv2d_nchw_int8 in cuda strategy (#8167)
add cbe3dca [Relay, TOPI] Refactor strided_slice and add axes argument (#8165)
add cc3d60e [BYOC][TensorRT] Reuse TRT engines based on max_batch_size for dynamic batching, improve device buffer allocation (#8172)
add 155f669 [TVMC] Fix tvmc compile to extract target and target_host from --target (#8176)
add b753772 fix UTF (#8185)
add dd09bbb [TensorIR][M2a] ComputeInline,ReverseComputeInline (#8170)
add 7c99d83 [Vulkan][UnitTests] Compatibility fix for test_vulkan_unique(). (#8186)
add aca48d6 [Vulkan] Corrected typo in Vulkan capability error messages. (#8187)
add ae4a3be [Vulkan][Refactor] Pull out vulkan initialization into VulkanInstance and VulkanDevice (#8188)
add c7f1b45 Onnx eyelike (#8191)
add 0429c63 Complete register op from python (#8079)
add a74d0fe [Codegen] Use "target.build.$TARGET_KIND" for all codegen functions. (#8071)
add c9db3d0 [METAL] Fix the rest memory leaks in Metal runtime (#8175)
add 82cf197 Fix prelu bug in pytorch frontend (#8192)
add aa9974f [TE/TIR] Fix create_prim_func to properly handle rank 0 tensors. (#8128)
add 3e34e11 [CMake] Add compile-time check that libtvm_runtime.so has no undefined symbols. (#8178)
add a769ece [AOT] Initial implementation of --unpacked-api (#8023)
add a1cd6d5 fix py files (#8194)
add e0baf80 Run ONNX Node Tests on available targets (#8189)
add f4ec5fd [Relay, TF] Support converting TF combined_nms using Relay all_class_nms (#8174)
add 010d11b [Texture support][Part 0] Device API and runtime support (#7711)
add 5b37b4a Fix typo (#8197)
add 43387d0 fix bug in dense_nopack if dynamic input shape (#8166)
add 2cca934 [RUNTIME][REFACTOR] Re-organize Containers into SubFolders (#8183)
add cc9d5cf update python code style to 3.6 (#8199)
add f4b5e76 [CI][DOCS] Fix the sphinx doc style for sphinx4 (#8198)
add 072a3d2 Fix incorrect device name in TVMC. (#8181)
add 3ab4a6b Add thread_warp_size for Metal device in default target attributes (#8202)
add 51bbd63 Fix conv2d_nchw for opencl intel graphics (#8201)
add 364bc1b [QEMU] Add number of cores, target list for build (#8156)
add 2c67d71 [FIX] Allow tokenizer to parse numbers greater than INT_MAX. (#8120)
add 64a8e81 [Frontend, Tensorflow2] Adding TF2 frontend code with support for control flow ops (#8142)
add 9be0f4f [Relay] Convert a fake quantized or QAT graph into QNN ops (#8126)
add d1e2e0d [Fix][microTVM] QEMU RPC issue (#8021)
add f1486ef [Docker] Add external directory mount (#8144)
add bd0f5bc Support dequantizing scalar inputs (#8207)
add f646048 use an empty module for fold_constant (#8208)
add 5e006e0 [TIR] Fix data dependent indexing when lowering TE to TIR (#8217)
add 685ebda [VM] Better error messages (#8218)
add 9899f1e Auto-tuning a Convolutional Network for ARM CPU (tutorial error, bug reports) (#8103)
add 55459e7 [TVMSCRIPT] Add tir.min node in tvm script (#8219)
add 5dc9627 [Metal] Remove matching Metal to OpenCL in tophub (#8211)
add 8a04efa Graph executor: remove unnecessary unique_ptr, NFC (#8214)
add 53e4c60 [DOC] Improve "Getting Started with TVM" tutorials and fix warnings (#8221)
add 1f2ca06 Expose list of PassContext configurations to the Python APIs (#8212)
add 4d9bc9b [RUNTIME] ShapeTuple Container (#8200)
add 34e9a4f [Frontend, Tensorflow, Tensorflow2] Tensorflow frontend op refactor (#8179)
add d767659 Fix use of wrong variable (#8227)
add a468f08 Add metadata information to the listing of PassContext configuration listing function (#8226)
add d97d8d3 fake quantization to integer (#8228)
add b93e56e [CuBLAS] Support implicit broadcast in batch_matmul (#8229)
add b895f2e [COMMUNITY] Egor Churaev -> reviewer (#8231)
add 4079ffd [LLVM] Fix CodeGenLLVM::LinkParameters (#8213)
add 217555f [AutoTVM] Added @functools.wraps to function decorators (#8237)
add 8ea6a30 [Metal] Reduce number of threads for reduction layers (#8206)
add 4e9760b support matching attributes with more complext objects (#8240)
add c29301e [µTVM] Zephyr: Fix missing board-specific config file in build dir (#8230)
add 657af3a Fix compile time and runtime errors of EdgeTPURuntime (#8133)
add f906fa8 [Vulkan][Refactor] Move ownership of per-CPU-thread objects to VulkanDeviceAPI (#8196)
add 8a0472f [BYOC][ACL] Prevent dilated pooling (#8149)
add d69011d [ETHOSN] Removed support for 20.08 version of the driver stack. (#7858)
add 959e39a [microTVM] Add QEMU build to RVM image (#8190)
add ab16685 [TOPI][batch_matmul] Allow cblas batch_matmul implicit batch_size broadcast (#8250)
add 3972c29 doc: fixes to dataflow_pattern (#8247)
add 9dd1286 Unify Python and C++ TIR lower API (#8110)
add f4b95ab Move Micro TVM top level page (#8249)
add 90fb626 [CI] [ComputeLibrary] Use pre-built binaries instead of compiled (#8245)
add 1c251f5 Fix build break in android_rpc (#8252)
add 24c2f5c make simplify inference iterative (#8246)
add 6b72dc7 [BUG FIX] Add _type_has_method_sequal_reduce to Span and SourceNode (#8248)
add 84e94e9 [Target] Allow 'true' and 'false' strings in conversions to integer (#8254)
add b85ac0e Update parsed kernel sources check. (#8257)
add 75d9b78 Add check to only cast opaque handles to cl::BufferDescriptor at runtime. (#8256)
add 5df25cf [microTVM] Add wait to QEMU Setup (#8236)
add e4c7623 Fix compilation of tvm runtime for iOS (#8242)
add c74f4b8 [WIP] Update ONNX versions
add a2e0166 add failing onnx tets
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Summary of changes:
CMakeLists.txt | 16 +
CONTRIBUTORS.md | 41 +-
Jenkinsfile | 4 +-
apps/android_rpc/app/src/main/jni/tvm_runtime.h | 1 +
apps/extension/python/tvm_ext/__init__.py | 2 +-
apps/microtvm/reference-vm/README.md | 8 +-
apps/microtvm/reference-vm/base-box-tool.py | 72 +-
apps/microtvm/reference-vm/zephyr/Vagrantfile | 20 +-
.../zephyr/base-box/Vagrantfile.packer-template | 4 +-
.../zephyr/base-box/base_box_provision.sh | 28 +-
.../base-box/{setup.sh => base_box_setup.sh} | 3 +-
.../reference-vm/zephyr/base-box/base_box_test.sh | 39 +-
.../reference-vm/zephyr/base-box/test-config.json | 10 +-
.../zephyr/{setup.sh => provision_setup.sh} | 3 +-
apps/microtvm/reference-vm/zephyr/rebuild-tvm.sh | 10 +-
apps/microtvm/zephyr/host_driven/crt/crt_config.h | 2 +-
apps/microtvm/zephyr/host_driven/src/main.c | 72 +-
cmake/libs/Libbacktrace.cmake | 27 +-
cmake/modules/ClangFlags.cmake | 2 +-
docker/Dockerfile.ci_cpu | 6 +-
docker/Dockerfile.ci_gpu | 4 +
docker/bash.sh | 11 +-
...=> ubuntu_download_arm_compute_lib_binaries.sh} | 74 +-
docker/install/ubuntu_init_zephyr_project.sh | 27 +-
docker/install/ubuntu_install_onnx.sh | 7 +-
docker/install/ubuntu_install_qemu.sh | 42 +-
docs/api/python/graph_executor.rst | 2 +-
docs/conf.py | 8 +-
docs/contribute/code_guide.rst | 2 +-
docs/deploy/bnns.rst | 3 +-
docs/deploy/index.rst | 115 +-
docs/deploy/tensorrt.rst | 8 +
docs/dev/device_target_interactions.rst | 2 +-
docs/dev/index.rst | 10 +-
docs/dev/runtime.rst | 10 +
docs/dev/runtimes/vulkan.rst | 207 ++
docs/index.rst | 2 +-
docs/install/from_source.rst | 28 +-
docs/langref/relay_pattern.rst | 11 +
include/tvm/arith/bound.h | 1 -
include/tvm/arith/pattern.h | 1 -
include/tvm/auto_scheduler/loop_state.h | 1 -
include/tvm/driver/driver_api.h | 60 +-
include/tvm/ir/adt.h | 4 +-
include/tvm/ir/expr.h | 2 +-
include/tvm/ir/function.h | 4 +-
include/tvm/ir/instrument.h | 2 +-
include/tvm/ir/module.h | 4 +-
include/tvm/ir/op.h | 14 +-
include/tvm/ir/span.h | 3 +
include/tvm/ir/transform.h | 9 +-
include/tvm/ir/type.h | 2 +-
include/tvm/node/attr_registry_map.h | 2 +-
include/tvm/node/node.h | 1 -
include/tvm/node/structural_equal.h | 2 +-
include/tvm/node/structural_hash.h | 1 -
include/tvm/relay/attrs/nn.h | 2 -
include/tvm/relay/attrs/transform.h | 11 +
include/tvm/relay/attrs/vision.h | 12 +-
include/tvm/relay/feature.h | 1 -
include/tvm/relay/interpreter.h | 2 +-
include/tvm/relay/transform.h | 1 -
include/tvm/runtime/container.h | 3124 --------------------
include/tvm/runtime/container/adt.h | 146 +
include/tvm/runtime/container/array.h | 739 +++++
include/tvm/runtime/container/base.h | 302 ++
.../write_stream.h => container/closure.h} | 36 +-
include/tvm/runtime/container/map.h | 1441 +++++++++
include/tvm/runtime/container/optional.h | 158 +
include/tvm/runtime/container/shape_tuple.h | 180 ++
include/tvm/runtime/container/string.h | 523 ++++
include/tvm/runtime/device_api.h | 2 -
include/tvm/runtime/ndarray.h | 21 +-
include/tvm/runtime/object.h | 2 +
include/tvm/runtime/packed_func.h | 3 +-
include/tvm/runtime/vm/executable.h | 3 +-
include/tvm/runtime/vm/vm.h | 2 +-
include/tvm/te/schedule_pass.h | 12 -
include/tvm/te/tensor.h | 1 -
include/tvm/tir/buffer.h | 3 +-
include/tvm/tir/expr.h | 4 +-
include/tvm/tir/op_attr_types.h | 2 +-
include/tvm/tir/schedule/schedule.h | 29 +
include/tvm/tir/stmt_functor.h | 1 -
include/tvm/tir/transform.h | 16 +-
include/tvm/topi/cuda/reduction.h | 2 +-
include/tvm/topi/detail/strided_slice.h | 156 +
include/tvm/topi/nn.h | 2 +-
include/tvm/topi/transform.h | 279 +-
python/tvm/__init__.py | 2 +-
python/tvm/_ffi/_ctypes/packed_func.py | 2 +-
python/tvm/_ffi/runtime_ctypes.py | 2 -
python/tvm/arith/analyzer.py | 2 +-
python/tvm/auto_scheduler/loop_state.py | 8 +-
python/tvm/auto_scheduler/measure.py | 8 +-
python/tvm/auto_scheduler/relay_integration.py | 15 +-
python/tvm/auto_scheduler/search_policy.py | 2 +-
python/tvm/auto_scheduler/task_scheduler.py | 2 +-
python/tvm/auto_scheduler/utils.py | 4 +-
python/tvm/autotvm/feature.py | 2 +-
python/tvm/autotvm/measure/measure_methods.py | 2 -
python/tvm/autotvm/task/code_hash.py | 3 +
python/tvm/autotvm/task/relay_integration.py | 9 +-
python/tvm/autotvm/task/task.py | 3 +
python/tvm/autotvm/task/topi_integration.py | 4 +
python/tvm/autotvm/tophub.py | 3 +-
python/tvm/contrib/cblas.py | 2 +-
python/tvm/contrib/cc.py | 2 +-
python/tvm/contrib/mkl.py | 2 +-
python/tvm/contrib/peak.py | 2 +-
python/tvm/contrib/tedd.py | 2 +-
python/tvm/{arith => driver}/_ffi_api.py | 5 +-
python/tvm/driver/build_module.py | 155 +-
python/tvm/driver/tvmc/autotuner.py | 2 +-
python/tvm/driver/tvmc/common.py | 27 +-
python/tvm/driver/tvmc/compiler.py | 2 +-
python/tvm/driver/tvmc/frontends.py | 12 +-
python/tvm/driver/tvmc/main.py | 2 +-
python/tvm/driver/tvmc/model.py | 11 +-
python/tvm/driver/tvmc/runner.py | 4 +-
python/tvm/ir/__init__.py | 2 +-
python/tvm/ir/op.py | 70 +-
python/tvm/ir/transform.py | 11 +
python/tvm/micro/contrib/zephyr.py | 55 +
python/tvm/relay/analysis/feature.py | 2 +-
python/tvm/relay/backend/_backend.py | 39 -
python/tvm/relay/backend/executor_factory.py | 4 +-
python/tvm/relay/backend/vm.py | 24 +-
python/tvm/relay/dataflow_pattern/__init__.py | 14 +-
python/tvm/relay/frontend/caffe.py | 46 +-
python/tvm/relay/frontend/common.py | 2 +-
python/tvm/relay/frontend/onnx.py | 105 +-
python/tvm/relay/frontend/pytorch.py | 18 +-
python/tvm/relay/frontend/tensorflow.py | 2872 +-----------------
python/tvm/relay/frontend/tensorflow2.py | 658 +++++
.../frontend/{tensorflow.py => tensorflow_ops.py} | 1318 +--------
python/tvm/relay/frontend/tflite_flexbuffer.py | 10 +-
python/tvm/relay/op/__init__.py | 1 +
python/tvm/relay/op/_transform.py | 95 +-
python/tvm/relay/op/contrib/arm_compute_lib.py | 14 +-
python/tvm/relay/op/image/_image.py | 2 +-
python/tvm/relay/op/nn/nn.py | 1 +
python/tvm/relay/op/op.py | 56 +
python/tvm/relay/op/strategy/cuda.py | 67 +-
python/tvm/relay/op/strategy/generic.py | 10 +-
python/tvm/relay/op/strategy/x86.py | 12 +
python/tvm/relay/op/transform.py | 39 +-
python/tvm/relay/op/vision/_vision.py | 22 +-
python/tvm/relay/op/vision/nms.py | 41 +-
python/tvm/relay/testing/temp_op_attr.py | 2 +-
python/tvm/relay/transform/__init__.py | 1 +
.../transform/fake_quantization_to_integer.py | 166 ++
python/tvm/relay/transform/transform.py | 28 +
python/tvm/runtime/__init__.py | 2 +-
python/tvm/runtime/container.py | 24 +
python/tvm/runtime/module.py | 3 -
python/tvm/runtime/ndarray.py | 27 +-
python/tvm/script/intrin.py | 5 +
python/tvm/script/node.py | 2 +-
python/tvm/script/scope_handler.py | 28 +-
python/tvm/script/special_stmt.py | 4 +-
python/tvm/te/hybrid/module.py | 2 +-
python/tvm/tir/schedule/schedule.py | 115 +
python/tvm/tir/transform/transform.py | 11 +
python/tvm/topi/arm_cpu/arm_utils.py | 6 +-
python/tvm/topi/arm_cpu/bitserial_conv2d.py | 2 +-
python/tvm/topi/arm_cpu/conv2d.py | 2 +-
python/tvm/topi/arm_cpu/conv2d_gemm.py | 6 +-
python/tvm/topi/arm_cpu/conv2d_int8.py | 12 +-
python/tvm/topi/bifrost/dense.py | 2 +-
python/tvm/topi/bifrost/depthwise_conv2d.py | 2 +-
python/tvm/topi/cuda/conv2d_hwnc_tensorcore.py | 2 +-
python/tvm/topi/cuda/group_conv2d_nchw.py | 26 +-
python/tvm/topi/cuda/nms.py | 115 +-
python/tvm/topi/cuda/reduction.py | 2 +-
python/tvm/topi/cuda/scan.py | 2 +-
python/tvm/topi/cuda/softmax.py | 21 +-
python/tvm/topi/cuda/sparse_reshape.py | 1 +
python/tvm/topi/cuda/unique.py | 84 +-
python/tvm/topi/cuda/vision.py | 4 +-
python/tvm/topi/image/resize.py | 6 +-
python/tvm/topi/intel_graphics/conv2d.py | 4 +-
python/tvm/topi/mali/dense.py | 2 +-
python/tvm/topi/mali/depthwise_conv2d.py | 2 +-
python/tvm/topi/nn/bitserial_conv2d.py | 14 +-
python/tvm/topi/nn/conv2d.py | 2 +-
python/tvm/topi/nn/depthwise_conv2d.py | 2 +-
python/tvm/topi/scatter.py | 6 +-
python/tvm/topi/sparse_reshape.py | 1 +
python/tvm/topi/testing/adaptive_pool_python.py | 6 +-
python/tvm/topi/testing/bilinear_resize_python.py | 2 +-
python/tvm/topi/testing/strided_slice_python.py | 21 +-
.../tvm/topi/testing/trilinear_resize3d_python.py | 2 +-
python/tvm/topi/testing/upsampling_python.py | 8 +-
python/tvm/topi/transform.py | 11 +-
python/tvm/topi/unique.py | 64 +-
python/tvm/topi/utils.py | 2 +-
python/tvm/topi/vision/nms.py | 113 +-
python/tvm/topi/vision/nms_util.py | 126 +-
python/tvm/topi/x86/batch_matmul.py | 6 +-
python/tvm/topi/x86/bitserial_conv2d.py | 4 +-
python/tvm/topi/x86/conv3d.py | 2 +-
python/tvm/topi/x86/dense.py | 3 +-
python/tvm/topi/x86/nn.py | 11 +
src/README.md | 19 +-
src/arith/iter_affine_map.cc | 4 +-
src/driver/driver_api.cc | 271 +-
src/ir/expr.cc | 33 -
src/ir/op.cc | 66 +-
src/ir/transform.cc | 17 +-
src/node/attr_registry.h | 1 -
src/node/container_printing.cc | 75 +
src/node/reflection.cc | 1 -
src/node/serialization.cc | 1 -
src/node/structural_hash.cc | 1 +
src/parser/op_table.h | 1 -
src/parser/parser.cc | 25 +-
src/parser/span_check.h | 1 -
src/parser/token.h | 1 -
src/parser/tokenizer.h | 67 +-
src/printer/meta_data.h | 1 -
src/relay/analysis/annotated_region_set.cc | 1 -
src/relay/analysis/annotated_region_set.h | 1 -
src/relay/analysis/context_analysis.cc | 1 -
src/relay/backend/aot_executor_codegen.cc | 84 +-
src/relay/backend/compile_engine.cc | 15 +-
src/relay/backend/contrib/codegen_c/codegen_c.h | 1 -
.../backend/contrib/codegen_json/codegen_json.h | 1 -
src/relay/backend/contrib/dnnl/codegen.cc | 1 -
src/relay/backend/contrib/ethosn/capabilities.h | 138 -
src/relay/backend/contrib/ethosn/codegen.cc | 74 +-
src/relay/backend/contrib/ethosn/codegen_ethosn.h | 16 +-
.../backend/contrib/ethosn/ethosn_api_version.h | 4 +-
src/relay/backend/vm/compiler.cc | 24 +-
src/relay/ir/dataflow_matcher.cc | 9 +
src/relay/op/make_op.h | 3 +-
src/relay/op/nn/nn.h | 1 -
src/relay/op/tensor/transform.cc | 357 +--
src/relay/op/vision/nms.cc | 35 +-
src/relay/qnn/op/dequantize.cc | 17 +-
src/relay/transforms/annotate_target.cc | 1 -
.../transforms/fake_quantization_to_integer.cc | 300 ++
src/relay/transforms/fold_constant.cc | 1 -
src/relay/transforms/label_ops.cc | 1 -
src/relay/transforms/partition_graph.cc | 1 -
src/relay/transforms/simplify_inference.cc | 8 +-
src/runtime/container.cc | 104 +-
src/runtime/contrib/arm_compute_lib/acl_runtime.cc | 4 +-
src/runtime/contrib/cblas/gemm_common.h | 38 +-
src/runtime/contrib/cublas/cublas.cc | 30 +-
src/runtime/contrib/edgetpu/edgetpu_runtime.h | 9 +
src/runtime/contrib/json/json_runtime.h | 1 -
src/runtime/contrib/onnx/onnx_module.cc | 1 -
src/runtime/contrib/tensorrt/tensorrt_builder.cc | 23 +-
src/runtime/contrib/tensorrt/tensorrt_builder.h | 8 -
src/runtime/contrib/tensorrt/tensorrt_runtime.cc | 148 +-
src/runtime/file_utils.h | 3 +-
.../graph_executor/debug/graph_executor_debug.cc | 2 +-
src/runtime/graph_executor/graph_executor.cc | 9 +-
.../graph_executor/graph_executor_factory.cc | 2 +-
src/runtime/metadata_module.cc | 3 +-
src/runtime/metal/metal_common.h | 56 +
src/runtime/metal/metal_device_api.mm | 40 +-
src/runtime/metal/metal_module.mm | 26 +-
src/runtime/module.cc | 2 -
src/runtime/ndarray.cc | 23 +-
src/runtime/opencl/opencl_common.h | 64 +-
src/runtime/opencl/opencl_device_api.cc | 215 +-
src/runtime/opencl/opencl_module.cc | 12 +-
src/runtime/opencl/texture_pool.cc | 166 ++
src/runtime/rpc/rpc_module.cc | 2 +-
src/runtime/rpc/rpc_socket_impl.cc | 1 -
src/runtime/texture.h | 144 +
src/runtime/thread_map.h | 175 ++
src/runtime/vm/profiler/vm.cc | 5 +
src/runtime/vm/vm.cc | 4 +-
src/runtime/vulkan/vulkan_buffer.cc | 124 +-
src/runtime/vulkan/vulkan_buffer.h | 118 +-
.../vulkan/{vulkan_buffer.cc => vulkan_common.cc} | 38 +-
src/runtime/vulkan/vulkan_common.h | 4 +
src/runtime/vulkan/vulkan_context.cc | 183 --
src/runtime/vulkan/vulkan_context.h | 95 -
src/runtime/vulkan/vulkan_device.cc | 589 ++++
src/runtime/vulkan/vulkan_device.h | 297 ++
src/runtime/vulkan/vulkan_device_api.cc | 818 ++---
src/runtime/vulkan/vulkan_device_api.h | 74 +-
src/runtime/vulkan/vulkan_instance.cc | 147 +
src/runtime/vulkan/vulkan_instance.h | 90 +
src/runtime/vulkan/vulkan_stream.cc | 36 +-
src/runtime/vulkan/vulkan_stream.h | 11 +-
src/runtime/vulkan/vulkan_thread_entry.cc | 84 -
src/runtime/vulkan/vulkan_thread_entry.h | 67 -
src/runtime/vulkan/vulkan_wrapped_func.cc | 88 +-
src/runtime/vulkan/vulkan_wrapped_func.h | 4 +-
src/support/array.h | 72 +
src/support/libinfo.cc | 1 -
src/support/utils.h | 2 +-
src/target/build_common.h | 1 -
src/target/codegen.cc | 9 +-
src/target/func_registry_generator.h | 3 +-
src/target/generic_func.cc | 1 -
src/target/llvm/codegen_llvm.cc | 76 +-
src/target/llvm/codegen_llvm.h | 1 -
src/target/llvm/codegen_params.h | 1 -
src/target/llvm/llvm_common.h | 2 +-
src/target/llvm/llvm_module.h | 1 -
src/target/metadata_module.h | 1 -
src/target/source/codegen_aocl.cc | 2 +-
src/target/source/codegen_c.h | 1 -
src/target/source/codegen_c_host.cc | 1 -
src/target/source/source_module.cc | 50 +-
src/target/source/source_module.h | 1 -
src/target/spirv/codegen_spirv.cc | 1 -
src/target/spirv/ir_builder.cc | 44 +-
src/target/stackvm/codegen_stackvm.cc | 1 -
src/target/target.cc | 13 +-
src/target/target_kind.cc | 59 +-
src/te/operation/create_primfunc.cc | 11 +-
.../schedule_postproc_rewrite_for_tensor_core.cc | 1124 -------
src/te/schedule/schedule_postproc_to_primfunc.cc | 1 -
src/tir/schedule/analysis.h | 59 +-
src/tir/schedule/analysis/analysis.cc | 140 +
src/tir/schedule/concrete_schedule.cc | 29 +-
src/tir/schedule/concrete_schedule.h | 8 +
src/tir/schedule/error.cc | 4 +-
src/tir/schedule/error.h | 4 +-
src/tir/schedule/primitive.h | 67 +
src/tir/schedule/primitive/compute_inline.cc | 677 +++++
src/tir/schedule/schedule.cc | 10 +
src/tir/schedule/utils.h | 45 +-
src/tir/transforms/make_packed_api.cc | 1 -
src/tir/transforms/make_unpacked_api.cc | 134 +
src/tir/transforms/split_host_device.cc | 1 -
src/topi/transform.cc | 24 +-
tests/cpp/auto_scheduler_test.cc | 2 +-
tests/cpp/build_module_test.cc | 6 +-
tests/cpp/container_test.cc | 5 +-
tests/cpp/packed_func_test.cc | 1 -
tests/cpp/relay_transform_sequential_test.cc | 8 +
tests/cpp/texture_copy_test.cc | 142 +
tests/lint/git-black.sh | 6 +-
tests/micro/test_runtime_micro_on_arm.py | 370 ---
tests/micro/zephyr/conftest.py | 21 +
tests/micro/zephyr/test_zephyr.py | 86 +-
tests/micro/zephyr/test_zephyr_aot.py | 65 +-
.../contrib/test_arm_compute_lib/test_pooling.py | 95 +-
tests/python/contrib/test_cblas.py | 53 +-
tests/python/contrib/test_cublas.py | 55 +-
tests/python/contrib/test_ethosn/infrastructure.py | 4 +-
tests/python/contrib/test_ethosn/test_conv2d.py | 4 -
tests/python/contrib/test_ethosn/test_networks.py | 34 +-
tests/python/contrib/test_tensorrt.py | 20 +-
tests/python/driver/tvmc/test_tvmc_common.py | 17 +
tests/python/frontend/onnx/test_forward.py | 295 +-
tests/python/frontend/pytorch/test_forward.py | 4 +
tests/python/frontend/tensorflow/test_forward.py | 5 +-
tests/python/frontend/tensorflow2/common.py | 27 +-
.../frontend/tensorflow2/test_functional_models.py | 102 +-
tests/python/relay/aot/aot_test_utils.py | 10 +-
tests/python/relay/aot/test_crt_aot.py | 74 +-
tests/python/relay/test_any.py | 116 +-
tests/python/relay/test_dataflow_pattern.py | 11 +
tests/python/relay/test_ir_op.py | 20 +-
tests/python/relay/test_ir_parser.py | 1 +
tests/python/relay/test_op_fast_math.py | 11 +-
tests/python/relay/test_op_level3.py | 49 +-
tests/python/relay/test_op_level4.py | 87 +-
tests/python/relay/test_op_qnn_dequantize.py | 10 +
tests/python/relay/test_pass_alter_op_layout.py | 56 +
tests/python/relay/test_pass_convert_op_layout.py | 50 +-
.../test_pass_fake_quantization_to_integer.py | 279 ++
tests/python/relay/test_pass_instrument.py | 8 +
tests/python/relay/test_pass_legalize.py | 2 +-
tests/python/relay/test_type_infer.py | 129 +
tests/python/relay/utils/ref_funcs.py | 48 +
tests/python/topi/python/test_topi_conv2d_nchw.py | 2 +
tests/python/topi/python/test_topi_group_conv2d.py | 189 +-
tests/python/topi/python/test_topi_transform.py | 9 +-
tests/python/topi/python/test_topi_unique.py | 73 +-
.../unittest/test_autotvm_flop_calculator.py | 2 +-
tests/python/unittest/test_runtime_container.py | 10 +
.../python/unittest/test_target_codegen_vulkan.py | 2 +-
tests/python/unittest/test_target_target.py | 11 +
tests/python/unittest/test_te_create_primfunc.py | 35 +
.../unittest/test_tir_schedule_compute_inline.py | 373 +++
.../unittest/test_tir_transform_bf16_legalize.py | 8 +-
.../python/unittest/test_tir_transform_hoist_if.py | 4 +-
.../test_tir_transform_make_unpacked_api.py | 155 +
tests/scripts/task_ci_setup.sh | 2 +-
tutorials/auto_scheduler/tune_network_arm.py | 2 +-
tutorials/autotvm/tune_conv2d_cuda.py | 2 +-
tutorials/autotvm/tune_relay_arm.py | 6 +-
tutorials/dev/low_level_custom_pass.py | 4 +-
..._matmul_x86.py => auto_scheduler_matmul_x86.py} | 2 +-
.../{autotvm_matmul.py => autotvm_matmul_x86.py} | 17 +-
..._tuning_with_python.py => autotvm_relay_x86.py} | 7 +-
tutorials/get_started/install.py | 4 +-
tutorials/get_started/introduction.py | 94 +-
tutorials/get_started/tensor_expr_get_started.py | 33 +-
tutorials/get_started/tvmc_command_line_driver.py | 2 +-
vta/python/vta/top/graphpack.py | 6 +-
vta/python/vta/top/op.py | 2 +-
vta/python/vta/top/vta_conv2d.py | 2 +-
vta/python/vta/top/vta_group_conv2d.py | 2 +-
vta/python/vta/transform.py | 2 +-
vta/tutorials/frontend/deploy_classification.py | 2 +-
web/emcc/tvmjs_support.cc | 1 -
407 files changed, 15058 insertions(+), 12261 deletions(-)
copy tests/lint/cppdocs.sh => apps/microtvm/reference-vm/zephyr/base-box/base_box_provision.sh (64%)
mode change 100755 => 100644
rename apps/microtvm/reference-vm/zephyr/base-box/{setup.sh => base_box_setup.sh} (97%)
copy .asf.yaml => apps/microtvm/reference-vm/zephyr/base-box/base_box_test.sh (63%)
mode change 100644 => 100755
rename apps/microtvm/reference-vm/zephyr/{setup.sh => provision_setup.sh} (95%)
rename docker/install/{ubuntu_install_arm_compute_lib.sh => ubuntu_download_arm_compute_lib_binaries.sh} (53%)
create mode 100644 docs/dev/runtimes/vulkan.rst
delete mode 100644 include/tvm/runtime/container.h
create mode 100644 include/tvm/runtime/container/adt.h
create mode 100644 include/tvm/runtime/container/array.h
create mode 100644 include/tvm/runtime/container/base.h
copy include/tvm/runtime/{crt/rpc_common/write_stream.h => container/closure.h} (56%)
create mode 100644 include/tvm/runtime/container/map.h
create mode 100644 include/tvm/runtime/container/optional.h
create mode 100644 include/tvm/runtime/container/shape_tuple.h
create mode 100644 include/tvm/runtime/container/string.h
create mode 100644 include/tvm/topi/detail/strided_slice.h
copy python/tvm/{arith => driver}/_ffi_api.py (92%)
create mode 100644 python/tvm/relay/frontend/tensorflow2.py
copy python/tvm/relay/frontend/{tensorflow.py => tensorflow_ops.py} (69%)
create mode 100644 python/tvm/relay/transform/fake_quantization_to_integer.py
create mode 100644 src/node/container_printing.cc
delete mode 100644 src/relay/backend/contrib/ethosn/capabilities.h
create mode 100644 src/relay/transforms/fake_quantization_to_integer.cc
create mode 100644 src/runtime/opencl/texture_pool.cc
create mode 100644 src/runtime/texture.h
create mode 100644 src/runtime/thread_map.h
copy src/runtime/vulkan/{vulkan_buffer.cc => vulkan_common.cc} (52%)
delete mode 100644 src/runtime/vulkan/vulkan_context.cc
delete mode 100644 src/runtime/vulkan/vulkan_context.h
create mode 100644 src/runtime/vulkan/vulkan_device.cc
create mode 100644 src/runtime/vulkan/vulkan_device.h
create mode 100644 src/runtime/vulkan/vulkan_instance.cc
create mode 100644 src/runtime/vulkan/vulkan_instance.h
delete mode 100644 src/runtime/vulkan/vulkan_thread_entry.cc
delete mode 100644 src/runtime/vulkan/vulkan_thread_entry.h
create mode 100644 src/support/array.h
delete mode 100644 src/te/schedule/schedule_postproc_rewrite_for_tensor_core.cc
create mode 100644 src/tir/schedule/primitive.h
create mode 100644 src/tir/schedule/primitive/compute_inline.cc
create mode 100644 src/tir/transforms/make_unpacked_api.cc
create mode 100644 tests/cpp/texture_copy_test.cc
delete mode 100644 tests/micro/test_runtime_micro_on_arm.py
create mode 100644 tests/python/relay/test_pass_fake_quantization_to_integer.py
create mode 100644 tests/python/relay/utils/ref_funcs.py
create mode 100644 tests/python/unittest/test_tir_schedule_compute_inline.py
create mode 100644 tests/python/unittest/test_tir_transform_make_unpacked_api.py
rename tutorials/get_started/{tune_matmul_x86.py => auto_scheduler_matmul_x86.py} (99%)
rename tutorials/get_started/{autotvm_matmul.py => autotvm_matmul_x86.py} (96%)
rename tutorials/get_started/{auto_tuning_with_python.py => autotvm_relay_x86.py} (98%)