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Posted to commits@tvm.apache.org by ar...@apache.org on 2022/02/14 03:37:26 UTC
[tvm] branch ci-docker-staging updated (5418e9a -> 38c7ba9)
This is an automated email from the ASF dual-hosted git repository.
areusch pushed a change to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git.
omit 5418e9a Fix pytest invocations
omit c76ea66 trigger ci
omit 2154516 Add try..finally everywhere
omit fa07581 Fix spacing
omit 8c125ca [RPC] Take PageAllocator out of MinRPCServer, make it template parameter (#10219)
omit 6dece18 Adding support for Hexagon User DMA Engine (#10217)
omit c20cbc5 Fixes for follow up on PR #9631 (#10205)
omit 2ac6cfe Fix more ONNX URLs (#10220)
omit 8aeb722 fix an index out of bound problem of cache write block (#10203)
omit 4654718 [microNPU] Use TFLite tests for strided_slice (#10165)
omit 146cdc2 [skip ci] Fix onnx/models URLs (#10218)
omit cdd494a [ci] Invoke tensorflow tests individually (#10198)
omit 61b66cd PackedFunction to return params from the .so module, show warning when no params are set (#9811)
omit 7c22f3f [Conda] Fix a compatibility bug in conda scripts (#10201)
omit 09f7be2 Implementation of Common Subexpression Elimination for TIR (#9482)
omit 222152b [ci] Add more details when showing node info (#10195)
omit 7a00843 [RPC] Add Missing Command Line Option "through-proxy" of RPC Server (#10188)
omit e50a923 Add FreeRTOS variant of NPU demo (#10004)
omit 345eb09 resolve issue #10107 by setting eps larger (#10176)
omit 9f7f4c6 Disable tensorflow v2 behavior in all unit tests (#10204)
omit 3b2780a [microTVM][Tutorials] Add tutorials to run on ci_qemu (#10154)
omit 5e4e239 [QNN] Lookup operations for hard to implement operators (#10053)
omit 1571112 [USMP] Register hill climb algorithm (#10182)
omit 69403f1 [OpenCL] Fix vthread_extent for warp size 1 case (#10199)
omit 26a5d81 Add scripts for automated build and testing (#10194)
omit 4d2cc29 [CMSIS-NN] Fix extension detection for CPUs (#10200)
omit b0783b0 [TVMC] Add codegen args to tvmc (#10190)
omit 6ce7e59 [microTVM] TVMCon 2021 Zephyr Demo with CMSIS-NN (#10144)
omit 2a1cc09 [ETHOSN] Per-channel int8 quantization for conv2d (#10131)
omit 8133048 [ETHOSN] Fix quantization parameters in test (#10178)
omit e23999e [Torch] Run torch JIT pass lower_all_tuples before conversion. (#10186)
omit 86e1e56 [microNPU] Refactor type inference data type checks (#10060)
omit 9282367 [microNPU] Add support for pack and unpack (#9960)
omit 345dc37 [ETHOSN] Add support for mean on Ethos-N78 (#10130)
omit de8fdec3 [cleanup] Remove task_sphinx_precheck.sh (#10196)
omit 8c53f62 [TIR] Allow compute_at create block predicate for non-trivial bounds and support floordiv pattern (#9527)
omit 8247724 [FQ2I] Add topk to FQ2I (#10170)
omit 35a7992 [CUTLASS] Add parallel split-k support to wgrad (#10185)
omit 470a1c7 [BugFix][TVMScript] Use operator `is` when recognizing TIR Module (#10175)
omit afa0870 [MetaSchedule] bug fix ApplyHistoryBest. Previously, ApplyHistoryBest returned the incoming module without applying the tuning history. (#10183)
omit 98fcca1 Support PyTorch grid_sample (#10184)
omit 51ee04b [TIR] Canonical simplify the intset before region cover proof (#9941)
omit 7fd73b2 [CUTLASS] Initial support for conv2d wgrad (#10177)
omit 2ea2f5a [skip ci] Fix scipy intersphinx link (#10181)
omit 22c488e [MetaSchedule] Add target field to MetaScheduleContext (#10169)
omit 774df1d TVMC: Don't divide trials by zero tasks (#10164)
omit 63377f2 Fix broadcast InferCorrectLayout (#10156)
omit 34d70de [Relay][VM] Relay VM memory liveness/lifetime analysis (#10026)
omit 1b71cae gitignore build-* folders (#10168)
omit 1821acb [skip ci] Fail silently in ping_reviewers GitHub actions. (#10173)
omit 95aac92 [Torch] Experimental support for FX-quantized models (#10091)
omit 3ca5c2b [Meta Schedule] Allow Non-strict Population Size in Evolutionary Search (#10163)
omit 6942b36 [Pass] Simplify consecutive casts in Relay (#10133)
omit cbf6468 [Relay] Align strided slice shape functions (#10155)
omit e94e83d [ETHOSN] Drop back to Ethos(TM)-N release 21.08 (#10157)
omit bec72f1 [microNPU] Enable network tests for U65 256 mac variant (#10159)
omit 0482cdc OpenCL debug runtime timer handler added. (#10140)
omit cfc8db0 remove async tst (#10160)
omit 96416c4 [TIR][Schedule] Update compact_dataflow constraint (#10158)
omit a8741e2 [microNPU] Fix layout assignment in layout optimizer pass (#10143)
omit 8736593 [CI] Update ci_arm and ci_lint (#10146)
omit 455c02a [TVMScript] Support T.buffer_decl using data pointer from Let/Allocate (#10099)
omit f2b7e82 [microNPU][3] Plan generation for the cascader (#9890)
omit 9518b7e Remove javah support (#10104)
omit f929b0f [Runtime][PackedFunc] Bring `PackedFunc` into TVM Object System (#10032)
omit 506bc3c [microTVM][Zephyr] Update RVM to Zephyr 2.7 (#10138)
omit d436a10 fix corner case when relay return empty tuple (#10128)
omit a45aa3e [CMSIS-NN] Moved all asserts in tests under a single utils function (#10148)
omit 2e6702c [microNPU] Add support for transpose convolution (#9855)
omit 95e466e [BugFix] Linker: undefined reference to kTargetPoolReadWriteAccess (#10147)
omit e53cbe4 Fix LayoutRewriter (#10118)
omit 8ce1b6c [skip ci] Fix for ping_reviewers wait time (#10149)
omit a91b518 Add bot to ping reviewers after no activity (#9973)
omit 8727c60 [onnx] fix onnx where broadcast (#10106)
omit ded4065 [Misc] typo and nit fixes (#10145)
omit cb3d7e2 [CMSIS-NN] Convert scalar constants to tensor constants (#10100)
omit 565e6b4 Add more logging information to ReshapeLikeRel (#10125)
omit efe662f [Relay][Pass] Add a relay pass to extract fake quantized ops (#10089)
omit ac4815c [AutoScheduler] Allow device specification for AutoScheduler Runners. (#10123)
omit faf63f9 Update ethos-u-vela for demo app (#10129)
omit 780f88a [FIX,AUTOTVM] Add backtraces to tuning errors (#9901)
omit a1f51aa [CUTLASS] Conv2d dgrad (#10110)
omit 72b22f8 [Relay][VM] Fix loading late bound consts when none exist (#10087)
omit 339f888 [USMP] Add performance characteristics to PoolInfo (#10005)
omit 9ef374f [CUDA] Support float16 erf,tan,atan (#10122)
omit d576f3d [CMSIS-NN] Moved test_cnn_small to the latest version (#9962)
omit 2af42ba Update ci_qemu to v0.10 and Zephyr project generator for Zephyr 2.7 (#10117)
omit 8aff6f1 [CI] Further open up Rust permissions (#10115)
omit 187aeb5 [AUTOTVM] Use opt level 3 when extracting tasks (#10065)
omit f9ddcdb [Ansor] Improve OpenCL support (#10108)
omit 24d2a38 [LLVM,TIR] Print LLVM intrinsic names instead of ids (#9964)
omit daaa2ca [CI] Use Python 3.6 variant of pypa.io (#10114)
omit c130ea3 [ETHOSN] Ethos(TM)-N 21.11 update (#10061)
omit 36b48a5 [VirtualMachine] fix raw pointer using by VirtualMachine (#9980)
omit dad8f62 [Bugfix][Op] Fix shape inference of adv_index (#9717)
omit 02a7a41 [microNPU] Add support for nearest neighbor and bilinear upsampling (#9841)
omit 1d01e28 [CI] Update DGL in gpu image (#10111)
omit 3de25b8 [ETHOSN] Per-tensor support for int8 operations (#10018)
omit 3b20c21 [microTVM] Include standalone_crt dependencies in MLF (#10095)
omit b365586 Use ci.py explicitly in docs building instructions (#9971)
omit f2d60fe [Caffe Frontend] Add support for Power layer (#9655)
omit d8d0053 [Fix Bug]fix the bugs of keras frontend when parsing LSTM, GRU, RNN layers. (#9850)
omit 5029c9d Update nn.rs (#10063)
omit 779dc51 [MetaSchedule][M4a] User-API: Tune-TE/TIR/Relay (#10079)
omit 1f9c76b [Op][Topi] 5 ops can accept unsigned integers as indices (#10098)
omit 538347e [MetaSchedule] postproc: rewrite_cooperative_fetch (#10081)
omit ba65197 [MetaSchedule][M4b] Testcases for TensorRT builder/runner (#10055)
omit 0fb5ae2 [Op][Topi] Gather, GatherND, Take can accept unsigned integers as indices (#10080)
omit 21154c2 [TE] Fix Const Int bound analysis to handle uints for division (#10102)
omit 4d0dac3 [MetaSchedule][M4a] Mutator: Mutate-Tile-Size (#10092)
omit 6a274af [Hexagon] Update hexagon API build instruction and cleanup hexagon_proxy_rpc (#10068)
omit 85d42f8 [MetaSchedule][M4a] Mutator: Mutate Parallel (#10096)
omit 80d4d05 [Runtime][PipelineExecutor] Pipeline Executor Sequential execution (#10082)
omit 3af9c30 [microTVM] Update Zephyr to 2.7 (#10094)
omit 82d4d0f [Relay] fix incorrect binding of Lets in ANF conversion (#10078)
omit 7b9fd1e [microNPU] Removing constant args from PrimFunc (#9951)
omit e6af874 [PyTorch] Fix rsub type (#10090)
add 08c8d51 Add @slow decorator to run tests on `main`
add 38c7ba9 cleanup
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No new revisions were added by this update.
Summary of changes:
.github/workflows/ping_reviewers.yml | 22 -
.gitignore | 1 -
CMakeLists.txt | 1 -
Jenkinsfile | 311 ++++----
apps/android_camera/app/src/main/jni/build.sh | 3 +-
apps/android_deploy/app/src/main/jni/build.sh | 3 +-
apps/android_rpc/app/src/main/jni/build.sh | 3 +-
apps/extension/src/tvm_ext.cc | 2 +-
apps/hexagon_api/CMakeLists.txt | 2 -
apps/hexagon_proxy_rpc/Readme.md | 82 ++
.../cmake/HexagonRPC.cmake} | 12 +-
.../cmake/android/CMakeLists.txt | 58 +-
.../cmake/hexagon/CMakeLists.txt | 24 +-
.../runtime.cc => hexagon_proxy_rpc/common.h} | 54 +-
apps/hexagon_proxy_rpc/hexagon_core.cc | 204 +++++
.../hexagon_proxy_rpc/hexagon_proxy_rpc.idl | 13 +-
apps/hexagon_proxy_rpc/rpc_env.cc | 326 ++++++++
apps/microtvm/arduino/template_project/boards.json | 36 +-
apps/microtvm/ethosu/.gitignore | 3 -
apps/microtvm/ethosu/Makefile | 23 +-
apps/microtvm/ethosu/README.md | 7 +-
apps/microtvm/ethosu/include/FreeRTOSConfig.h | 112 ---
apps/microtvm/ethosu/include/tvm_runtime.h | 2 +-
apps/microtvm/ethosu/requirements.txt | 4 +-
apps/microtvm/ethosu/run_demo.sh | 20 +-
.../ethosu/src/{demo_bare_metal.c => demo.c} | 0
apps/microtvm/ethosu/src/demo_freertos.c | 131 ----
.../reference-vm/arduino/base-box/test-config.json | 30 +
apps/microtvm/reference-vm/base-box-tool.py | 77 +-
.../reference-vm/scripts/reference_vm_build.sh | 34 -
.../reference-vm/scripts/reference_vm_release.sh | 43 --
.../reference-vm/scripts/reference_vm_test.sh | 37 -
apps/microtvm/reference-vm/scripts/utils.sh | 26 -
apps/microtvm/reference-vm/zephyr/Vagrantfile | 2 +-
.../zephyr/base-box/base_box_provision.sh | 6 +-
.../reference-vm/zephyr/base-box/base_box_setup.sh | 11 +-
.../reference-vm/zephyr/base-box/base_box_test.sh | 7 +-
.../reference-vm/zephyr/base-box/test-config.json | 18 +
apps/microtvm/zephyr/template_project/boards.json | 40 +-
.../zephyr/template_project/microtvm_api_server.py | 19 +-
apps/microtvm/zephyr_cmsisnn/.gitignore | 2 -
apps/microtvm/zephyr_cmsisnn/CMakeLists.txt | 92 ---
apps/microtvm/zephyr_cmsisnn/README.md | 43 --
apps/microtvm/zephyr_cmsisnn/include/crt_config.h | 54 --
.../microtvm/zephyr_cmsisnn/model/convert_input.py | 67 --
.../zephyr_cmsisnn/model/convert_labels.py | 43 --
apps/microtvm/zephyr_cmsisnn/model/input.txt | 1 -
apps/microtvm/zephyr_cmsisnn/model/labels.txt | 12 -
apps/microtvm/zephyr_cmsisnn/prj.conf | 22 -
apps/microtvm/zephyr_cmsisnn/run_demo.sh | 53 --
apps/microtvm/zephyr_cmsisnn/src/main.c | 83 --
apps/topi_recipe/gemm/cuda_gemm_square.py | 21 +
.../wasm-graph/tools/build_graph_lib.py | 10 +-
cmake/modules/Hexagon.cmake | 16 +-
conda/recipe/meta.yaml | 4 +-
docker/Dockerfile.ci_qemu | 1 -
docker/install/ubuntu1804_install_python.sh | 2 +-
docker/install/ubuntu_init_zephyr_project.sh | 51 +-
docker/install/ubuntu_install_rust.sh | 2 +-
docker/install/ubuntu_install_sccache.sh | 2 +-
docker/install/ubuntu_install_wasmtime.sh | 2 +-
docker/install/ubuntu_install_zephyr.sh | 15 +-
docker/install/ubuntu_install_zephyr_sdk.sh | 51 --
docs/Makefile | 2 +-
docs/README.md | 67 +-
docs/arch/benchmark.rst | 2 +-
docs/conf.py | 2 +-
docs/contribute/code_review.rst | 8 -
.../how_to/work_with_microtvm/micro_autotune.py | 125 ++-
gallery/how_to/work_with_microtvm/micro_ethosu.py | 15 +-
gallery/how_to/work_with_relay/build_gcn.py | 6 +
gallery/tutorial/autotvm_relay_x86.py | 10 +-
gallery/tutorial/tvmc_command_line_driver.py | 2 +-
gallery/tutorial/tvmc_python.py | 2 +-
include/tvm/arith/int_set.h | 5 -
include/tvm/auto_scheduler/measure.h | 8 +-
include/tvm/meta_schedule/integration.h | 15 +-
include/tvm/meta_schedule/mutator.h | 2 +-
include/tvm/meta_schedule/search_strategy.h | 4 +-
include/tvm/relay/attrs/image.h | 6 -
include/tvm/relay/transform.h | 8 -
include/tvm/runtime/object.h | 7 -
include/tvm/runtime/packed_func.h | 203 ++---
include/tvm/runtime/registry.h | 7 +-
include/tvm/runtime/vm/bytecode.h | 3 -
include/tvm/runtime/vm/vm.h | 4 +-
include/tvm/tir/schedule/instruction.h | 3 -
include/tvm/tir/transform.h | 8 -
include/tvm/tir/usmp/algorithms.h | 11 -
include/tvm/tir/usmp/utils.h | 88 +--
include/tvm/topi/transform.h | 40 +-
jvm/native/linux-x86_64/pom.xml | 65 +-
jvm/native/osx-x86_64/pom.xml | 64 +-
.../src/main/native/org_apache_tvm_native_c_api.cc | 2 +-
python/tvm/auto_scheduler/measure.py | 28 +-
python/tvm/autotvm/measure/measure_methods.py | 59 +-
python/tvm/autotvm/task/relay_integration.py | 15 +-
python/tvm/autotvm/tuner/tuner.py | 6 +-
python/tvm/contrib/cudnn.py | 14 +-
python/tvm/contrib/cutlass/build.py | 45 +-
python/tvm/contrib/cutlass/conv2d_operation.py | 82 +-
python/tvm/contrib/cutlass/conv2d_profiler.py | 74 +-
python/tvm/contrib/cutlass/gen_conv2d.py | 154 +---
python/tvm/contrib/cutlass/gen_gemm.py | 4 -
python/tvm/contrib/cutlass/gen_tensor_op.py | 23 +-
python/tvm/contrib/cutlass/library.py | 12 -
python/tvm/contrib/debugger/debug_executor.py | 14 +-
python/tvm/contrib/ethosu/cascader/__init__.py | 3 -
.../contrib/ethosu/cascader/cascader_options.py | 61 --
python/tvm/contrib/ethosu/cascader/pareto.py | 39 -
python/tvm/contrib/ethosu/cascader/plan.py | 167 ----
.../tvm/contrib/ethosu/cascader/plan_generator.py | 51 --
.../tvm/contrib/ethosu/cascader/tensor_config.py | 206 -----
python/tvm/contrib/hexagon/build.py | 2 +-
python/tvm/contrib/pipeline_executor.py | 10 -
python/tvm/driver/tvmc/autotuner.py | 2 +-
python/tvm/driver/tvmc/target.py | 57 +-
python/tvm/exec/rpc_server.py | 10 -
python/tvm/meta_schedule/__init__.py | 13 +-
python/tvm/meta_schedule/integration.py | 16 +-
python/tvm/meta_schedule/mutator/__init__.py | 2 -
.../tvm/meta_schedule/mutator/mutate_parallel.py | 33 -
.../tvm/meta_schedule/mutator/mutate_tile_size.py | 31 -
python/tvm/meta_schedule/postproc/__init__.py | 1 -
.../postproc/rewrite_cooperative_fetch.py | 34 -
python/tvm/meta_schedule/schedule_rule/__init__.py | 3 -
.../search_strategy/evolutionary_search.py | 14 +-
python/tvm/meta_schedule/testing/__init__.py | 3 +-
python/tvm/meta_schedule/testing/byoc_trt.py | 53 --
python/tvm/meta_schedule/testing/relay_workload.py | 80 --
python/tvm/meta_schedule/tune.py | 719 ------------------
python/tvm/meta_schedule/utils.py | 28 -
python/tvm/micro/model_library_format.py | 19 +-
python/tvm/relay/analysis/analysis.py | 16 -
python/tvm/relay/backend/contrib/ethosu/codegen.py | 153 ++--
.../tvm/relay/backend/contrib/ethosu/legalize.py | 244 ------
.../contrib/ethosu/te/binary_elementwise.py | 10 +-
.../relay/backend/contrib/ethosu/te/convolution.py | 14 +-
.../relay/backend/contrib/ethosu/te/depthwise.py | 5 +-
python/tvm/relay/backend/contrib/ethosu/te/dma.py | 38 +-
.../tvm/relay/backend/contrib/ethosu/te/pooling.py | 10 +-
.../backend/contrib/ethosu/te/unary_elementwise.py | 5 +-
.../relay/backend/contrib/ethosu/tir/compiler.py | 1 -
.../backend/contrib/ethosu/tir/convolution.py | 2 +-
python/tvm/relay/backend/contrib/ethosu/tir/dma.py | 27 -
.../tvm/relay/backend/contrib/ethosu/tir/passes.py | 37 -
.../relay/backend/contrib/ethosu/tir/pooling.py | 2 +-
.../relay/backend/contrib/ethosu/tir/scheduler.py | 3 +-
.../backend/contrib/ethosu/tir_to_cs_translator.py | 14 +-
python/tvm/relay/backend/contrib/ethosu/util.py | 14 -
python/tvm/relay/backend/executor_factory.py | 4 -
python/tvm/relay/build_module.py | 1 -
python/tvm/relay/frontend/caffe.py | 14 -
python/tvm/relay/frontend/keras.py | 21 +-
python/tvm/relay/frontend/onnx.py | 29 +-
python/tvm/relay/frontend/pytorch.py | 118 +--
python/tvm/relay/frontend/pytorch_utils.py | 6 -
python/tvm/relay/frontend/qnn_torch.py | 84 +--
python/tvm/relay/op/_transform.py | 124 ++-
python/tvm/relay/op/contrib/cmsisnn.py | 19 +-
python/tvm/relay/op/contrib/cutlass.py | 45 +-
python/tvm/relay/op/contrib/ethosn.py | 19 +-
python/tvm/relay/op/contrib/ethosu.py | 338 +--------
python/tvm/relay/op/image/_image.py | 3 +-
python/tvm/relay/op/image/image.py | 10 +-
python/tvm/relay/op/nn/_nn.py | 35 -
python/tvm/relay/op/strategy/cuda.py | 31 +-
python/tvm/relay/op/strategy/generic.py | 4 +-
python/tvm/relay/qnn/op/__init__.py | 4 +-
python/tvm/relay/qnn/op/canonicalizations.py | 160 ----
python/tvm/relay/qnn/op/legalizations.py | 20 +-
python/tvm/relay/qnn/op/op.py | 25 +-
.../transform/fake_quantization_to_integer.py | 14 -
python/tvm/relay/transform/transform.py | 8 -
python/tvm/runtime/object.py | 2 +-
python/tvm/script/parser.py | 34 +-
python/tvm/script/tir/ty.py | 23 +-
python/tvm/target/codegen.py | 16 -
python/tvm/testing/utils.py | 13 +
python/tvm/tir/transform/transform.py | 11 -
python/tvm/tir/usmp/utils.py | 47 +-
python/tvm/topi/cuda/__init__.py | 2 +-
python/tvm/topi/cuda/conv2d.py | 8 +-
...onv2d_transpose.py => conv2d_transpose_nchw.py} | 14 +-
python/tvm/topi/image/grid_sample.py | 24 +-
python/tvm/topi/nn/conv2d_transpose.py | 6 -
.../topi/testing/conv2d_backcward_weight_python.py | 43 +-
python/tvm/topi/testing/grid_sample_python.py | 73 +-
rust/tvm/src/ir/relay/attrs/nn.rs | 1 -
src/arith/const_int_bound.cc | 6 +-
src/arith/int_set.cc | 14 -
src/arith/iter_affine_map.cc | 1 -
src/auto_scheduler/measure.cc | 18 +-
src/auto_scheduler/search_task.cc | 28 +-
src/contrib/ethosu/cascader/cascader_options.cc | 59 --
src/contrib/ethosu/cascader/cascader_options.h | 71 --
src/contrib/ethosu/cascader/pareto.cc | 140 ----
src/contrib/ethosu/cascader/pareto.h | 73 --
src/contrib/ethosu/cascader/plan.cc | 112 ---
src/contrib/ethosu/cascader/plan.h | 187 -----
src/contrib/ethosu/cascader/plan_generator.cc | 529 -------------
src/contrib/ethosu/cascader/plan_generator.h | 108 ---
src/contrib/ethosu/cascader/tensor_config.cc | 177 -----
src/contrib/ethosu/cascader/tensor_config.h | 226 ------
src/driver/driver_api.cc | 5 -
src/ir/op.cc | 8 +-
src/meta_schedule/integration.cc | 27 +-
src/meta_schedule/mutator/mutate_parallel.cc | 312 --------
src/meta_schedule/mutator/mutate_tile_size.cc | 273 -------
src/meta_schedule/mutator/mutate_unroll.cc | 1 +
.../postproc/rewrite_cooperative_fetch.cc | 156 ----
src/meta_schedule/schedule_rule/auto_inline.cc | 5 +-
.../schedule_rule/random_compute_location.cc | 5 +-
.../search_strategy/evolutionary_search.cc | 46 +-
src/meta_schedule/task_scheduler/task_scheduler.cc | 4 +-
src/meta_schedule/utils.h | 16 +
src/printer/tir_text_printer.cc | 23 +-
src/printer/tvmscript_printer.cc | 126 +---
src/relay/analysis/extract_fake_quantized_ops.cc | 80 --
.../backend/contrib/cmsisnn/compiler_attrs.cc | 2 +-
.../backend/contrib/cmsisnn/extract_constants.cc | 125 +--
.../contrib/cmsisnn/scalar_to_tensor_constant.cc | 204 -----
src/relay/backend/contrib/cutlass/codegen.cc | 225 ++----
src/relay/backend/contrib/ethosn/codegen.cc | 119 +--
src/relay/backend/contrib/ethosn/codegen_ethosn.h | 1 -
src/relay/backend/contrib/ethosn/ethosn_api.cc | 147 +---
src/relay/backend/contrib/ethosn/ethosn_api.h | 16 +-
.../backend/contrib/ethosn/ethosn_api_version.h | 6 -
src/relay/backend/te_compiler.cc | 2 +-
src/relay/backend/te_compiler_cache.cc | 2 +-
src/relay/backend/vm/compiler.cc | 10 +-
src/relay/backend/vm/manifest_lifetimes.cc | 644 ----------------
src/relay/op/contrib/ethosu/binary_elementwise.cc | 102 ++-
src/relay/op/contrib/ethosu/common.cc | 98 ---
src/relay/op/contrib/ethosu/common.h | 52 --
src/relay/op/contrib/ethosu/convolution.cc | 34 +-
src/relay/op/contrib/ethosu/depthwise.cc | 50 +-
src/relay/op/contrib/ethosu/identity.cc | 10 +-
src/relay/op/contrib/ethosu/pooling.cc | 27 +-
src/relay/op/contrib/ethosu/unary_elementwise.cc | 28 +-
src/relay/op/image/grid_sample.cc | 3 +-
src/relay/op/memory/memory.cc | 10 +-
src/relay/op/nn/convolution.cc | 25 +-
src/relay/op/nn/nn.cc | 12 +
src/relay/op/tensor/transform.cc | 63 +-
src/relay/qnn/op/rsqrt.cc | 42 +-
.../transforms/fake_quantization_to_integer.cc | 109 +--
.../transforms/fake_quantization_to_integer.h | 54 --
src/relay/transforms/infer_layout_utils.cc | 265 -------
src/relay/transforms/infer_layout_utils.h | 135 +++-
src/relay/transforms/simplify_expr.cc | 63 +-
src/relay/transforms/to_a_normal_form.cc | 11 -
src/relay/transforms/transform_layout.h | 37 +-
src/runtime/c_runtime_api.cc | 32 +-
src/runtime/contrib/ethosn/ethosn_device.cc | 24 +-
src/runtime/contrib/sort/sort.cc | 28 -
.../graph_executor/graph_executor_factory.cc | 9 -
src/runtime/hexagon/hexagon/hexagon_buffer.cc | 19 +-
src/runtime/hexagon/hexagon/hexagon_user_dma.cc | 118 ---
.../hexagon/hexagon/hexagon_user_dma_descriptors.h | 310 --------
.../hexagon/hexagon_user_dma_instructions.h | 79 --
.../hexagon/hexagon/hexagon_user_dma_registers.h | 278 -------
src/runtime/hexagon/rpc/android/session.cc | 2 +-
src/runtime/hexagon/rpc/hexagon/rpc_server.cc | 68 +-
src/runtime/minrpc/minrpc_server.h | 82 +-
src/runtime/opencl/opencl_common.h | 48 --
src/runtime/opencl/opencl_device_api.cc | 19 +-
src/runtime/opencl/opencl_module.cc | 7 -
src/runtime/pipeline/pipeline_executor.cc | 34 +-
src/runtime/pipeline/pipeline_executor.h | 12 -
src/runtime/pipeline/pipeline_scheduler.cc | 80 --
src/runtime/pipeline/pipeline_scheduler.h | 25 -
src/runtime/pipeline/pipeline_struct.h | 82 +-
src/runtime/registry.cc | 12 +-
src/runtime/rpc/rpc_local_session.cc | 9 +-
src/runtime/vm/bytecode.cc | 16 -
src/runtime/vm/executable.cc | 15 +-
src/runtime/vm/profiler/vm.cc | 9 +-
src/runtime/vm/profiler/vm.h | 2 +-
src/runtime/vm/vm.cc | 14 +-
src/target/generic_func.cc | 18 +-
src/target/llvm/llvm_module.cc | 15 -
src/target/source/intrin_rule_cuda.cc | 2 +-
src/target/source/literal/cuda_half_t.h | 67 +-
src/tir/analysis/block_access_region_detector.cc | 16 +-
src/tir/analysis/check_contains.cc | 98 ---
src/tir/analysis/check_contains.h | 60 --
src/tir/schedule/analysis.h | 72 +-
src/tir/schedule/analysis/analysis.cc | 114 ++-
src/tir/schedule/concrete_schedule.cc | 4 +-
src/tir/schedule/concrete_schedule.h | 6 +-
src/tir/schedule/instruction.cc | 5 -
src/tir/schedule/instruction_traits.h | 4 +-
src/tir/schedule/primitive.h | 1 -
src/tir/schedule/primitive/blockize_tensorize.cc | 6 +-
src/tir/schedule/primitive/cache_read_write.cc | 20 +-
src/tir/schedule/primitive/compute_at.cc | 178 ++---
src/tir/schedule/primitive/compute_inline.cc | 8 +-
src/tir/schedule/primitive/for_kind.cc | 9 +-
src/tir/schedule/primitive/get_block_loop.cc | 6 +-
src/tir/schedule/primitive/reduction.cc | 6 +-
src/tir/schedule/state.cc | 17 +-
src/tir/schedule/trace.cc | 13 +-
src/tir/schedule/traced_schedule.h | 4 +-
src/tir/transforms/common_subexpr_elim.cc | 619 ---------------
src/tir/transforms/common_subexpr_elim.h | 89 ---
src/tir/transforms/common_subexpr_elim_tools.cc | 836 ---------------------
src/tir/transforms/common_subexpr_elim_tools.h | 217 ------
src/tir/transforms/replace_selected_expr.cc | 109 ---
src/tir/transforms/replace_selected_expr.h | 75 --
src/tir/usmp/algo/greedy.cc | 2 +-
src/tir/usmp/transform/assign_pool_info.cc | 9 +-
src/tir/usmp/unified_static_memory_planner.cc | 5 +-
src/tir/usmp/utils.cc | 32 +-
.../backend/contrib/cmsisnn/compiler_attrs_test.cc | 4 +-
.../contrib/test_bnns/test_onnx_topologies.py | 2 +-
.../python/contrib/test_cmsisnn/test_binary_ops.py | 175 +----
tests/python/contrib/test_cmsisnn/test_conv2d.py | 60 +-
.../contrib/test_cmsisnn/test_extract_constants.py | 67 +-
.../contrib/test_cmsisnn/test_fully_connected.py | 26 +-
.../test_cmsisnn/test_generate_constants.py | 1 +
tests/python/contrib/test_cmsisnn/test_networks.py | 9 +-
tests/python/contrib/test_cmsisnn/test_pooling.py | 28 +-
.../test_cmsisnn/test_scalar_to_tensor_constant.py | 187 -----
tests/python/contrib/test_cmsisnn/test_softmax.py | 27 +-
tests/python/contrib/test_cmsisnn/utils.py | 23 -
tests/python/contrib/test_cutlass.py | 388 ++--------
tests/python/contrib/test_ethosn/infrastructure.py | 41 +-
tests/python/contrib/test_ethosn/test_addition.py | 34 +-
.../python/contrib/test_ethosn/test_concatenate.py | 19 +-
.../test_ethosn/test_constant_duplication.py | 1 -
tests/python/contrib/test_ethosn/test_conv2d.py | 166 ++--
.../contrib/test_ethosn/test_depth_to_space.py | 25 +-
.../contrib/test_ethosn/test_fullyconnected.py | 38 +-
tests/python/contrib/test_ethosn/test_mean.py | 57 --
tests/python/contrib/test_ethosn/test_networks.py | 48 +-
tests/python/contrib/test_ethosn/test_pooling.py | 21 +-
tests/python/contrib/test_ethosn/test_relu.py | 47 +-
tests/python/contrib/test_ethosn/test_reshape.py | 21 +-
tests/python/contrib/test_ethosn/test_sigmoid.py | 48 +-
tests/python/contrib/test_ethosn/test_split.py | 20 +-
.../python/contrib/test_ethosn/test_topologies.py | 137 ++--
.../contrib/test_ethosu/cascader/conftest.py | 69 --
tests/python/contrib/test_ethosu/cascader/infra.py | 224 +++---
.../contrib/test_ethosu/cascader/test_pareto.py | 149 ----
.../contrib/test_ethosu/cascader/test_plan.py | 244 ------
.../test_ethosu/cascader/test_plan_generator.py | 180 -----
.../test_ethosu/cascader/test_tensor_config.py | 110 ---
tests/python/contrib/test_ethosu/infra.py | 6 +-
tests/python/contrib/test_ethosu/test_codegen.py | 162 +---
tests/python/contrib/test_ethosu/test_compiler.py | 55 +-
.../contrib/test_ethosu/test_encode_constants.py | 200 ++---
.../contrib/test_ethosu/test_layout_optimizer.py | 85 ---
tests/python/contrib/test_ethosu/test_legalize.py | 738 +-----------------
tests/python/contrib/test_ethosu/test_networks.py | 5 +-
.../test_ethosu/test_remove_concatenates.py | 37 +-
.../contrib/test_ethosu/test_replace_conv2d.py | 515 +++++--------
.../contrib/test_ethosu/test_replace_copy.py | 32 +-
.../contrib/test_ethosu/test_replace_pooling.py | 46 +-
tests/python/contrib/test_ethosu/test_scheduler.py | 36 +-
.../test_ethosu/test_tir_to_cs_translator.py | 316 ++++----
.../contrib/test_ethosu/test_type_inference.py | 43 --
.../test_hexagon/{ => proxy_rpc}/__init__.py | 2 +-
.../contrib/test_hexagon/proxy_rpc/test_matmul.py | 73 ++
.../contrib/test_hexagon/rpc/test_launcher.md | 45 +-
tests/python/contrib/test_popen_pool.py | 18 +
tests/python/driver/tvmc/conftest.py | 4 +-
tests/python/driver/tvmc/test_target_options.py | 44 --
tests/python/frontend/caffe/test_forward.py | 19 -
tests/python/frontend/keras/test_forward.py | 17 -
tests/python/frontend/onnx/test_forward.py | 6 -
tests/python/frontend/pytorch/qnn_test.py | 107 +--
tests/python/frontend/pytorch/test_forward.py | 56 +-
tests/python/frontend/pytorch/test_fx_quant.py | 85 ---
.../python/frontend/tensorflow/test_bn_dynamic.py | 2 -
tests/python/frontend/tensorflow/test_forward.py | 2 -
tests/python/frontend/tensorflow/test_no_op.py | 2 -
tests/python/relay/aot/test_crt_aot_usmp.py | 3 +-
tests/python/relay/qnn/test_canonicalizations.py | 231 ------
.../test_analysis_extract_fake_quantized_ops.py | 133 ----
tests/python/relay/test_any.py | 69 +-
tests/python/relay/test_auto_scheduler_tuning.py | 2 +-
tests/python/relay/test_backend_graph_executor.py | 8 -
tests/python/relay/test_ir_nodes.py | 22 +-
tests/python/relay/test_ir_text_printer.py | 19 +-
tests/python/relay/test_op_grad_level2.py | 27 +-
tests/python/relay/test_op_level1.py | 30 +-
tests/python/relay/test_op_level2.py | 38 +-
tests/python/relay/test_op_level3.py | 194 +++--
tests/python/relay/test_op_level5.py | 12 +-
tests/python/relay/test_op_qnn_rsqrt.py | 4 +-
tests/python/relay/test_pass_alter_op_layout.py | 184 -----
.../relay/test_pass_dead_code_elimination.py | 16 +-
.../test_pass_fake_quantization_to_integer.py | 27 +-
tests/python/relay/test_pass_manifest_lifetimes.py | 147 ----
tests/python/relay/test_pass_simplify_expr.py | 32 +-
tests/python/relay/test_pass_to_a_normal_form.py | 40 +-
tests/python/relay/test_pipeline_executor.py | 120 +--
tests/python/relay/test_vm.py | 62 --
tests/python/topi/python/test_topi_image.py | 11 +-
tests/python/topi/python/test_topi_relu.py | 15 +-
tests/python/topi/python/test_topi_transform.py | 38 +-
.../python/unittest/test_arith_const_int_bound.py | 8 -
.../python/unittest/test_arith_iter_affine_map.py | 8 -
tests/python/unittest/test_ci.py | 134 +---
tests/python/unittest/test_crt.py | 2 +-
tests/python/unittest/test_lower_build.py | 20 +-
.../unittest/test_meta_schedule_byoc_tensorrt.py | 228 ------
.../unittest/test_meta_schedule_integration.py | 10 +-
.../test_meta_schedule_mutator_mutate_parallel.py | 113 ---
.../test_meta_schedule_mutator_mutate_tile_size.py | 93 ---
..._schedule_postproc_rewrite_cooperative_fetch.py | 155 ----
.../unittest/test_meta_schedule_search_strategy.py | 2 +-
.../unittest/test_meta_schedule_tune_relay.py | 151 ----
.../python/unittest/test_meta_schedule_tune_te.py | 52 --
.../python/unittest/test_meta_schedule_tune_tir.py | 218 ------
.../test_runtime_module_based_interface.py | 63 --
tests/python/unittest/test_target_codegen_llvm.py | 9 -
tests/python/unittest/test_te_tensor.py | 8 +-
.../test_tir_analysis_get_block_access_region.py | 20 +-
.../unittest/test_tir_schedule_cache_read_write.py | 102 ---
.../unittest/test_tir_schedule_compute_at.py | 263 +------
.../python/unittest/test_tir_schedule_for_kind.py | 61 --
.../python/unittest/test_tir_schedule_sampling.py | 3 +-
.../test_tir_schedule_state_cached_flags.py | 2 +-
.../test_tir_transform_common_subexpr_elim.py | 312 --------
.../test_tir_transform_lower_warp_memory.py | 28 +-
tests/python/unittest/test_tvmscript_regression.py | 49 --
tests/python/unittest/test_tvmscript_roundtrip.py | 47 --
tests/scripts/ci.py | 8 +-
tests/scripts/ping_reviewers.py | 232 ------
tests/scripts/pytest_ids.py | 43 --
tests/scripts/should_run_slow_tests.py | 104 +++
tests/scripts/task_cpp_unittest.sh | 14 +
tests/scripts/task_demo_microtvm.sh | 32 -
tests/scripts/task_python_docs.sh | 93 +--
tests/scripts/task_python_frontend.sh | 12 +-
tests/scripts/task_python_integration.sh | 13 +-
tests/scripts/task_python_microtvm.sh | 10 -
tests/scripts/task_python_unittest.sh | 11 +-
tests/scripts/task_python_unittest_gpuonly.sh | 6 +-
tests/scripts/task_show_node_info.sh | 43 --
...hon_frontend_cpu.sh => task_sphinx_precheck.sh} | 43 +-
.../integration/test_benchmark_topi_conv2d.py | 13 +-
.../test_benchmark_topi_conv2d_transpose.py | 15 +-
.../test_benchmark_topi_group_conv2d.py | 13 +-
vta/tests/python/unittest/test_vta_insn.py | 4 +-
vta/tutorials/frontend/deploy_classification.py | 4 +-
vta/tutorials/frontend/deploy_detection.py | 2 +-
vta/tutorials/optimize/convolution_opt.py | 7 +-
web/emcc/tvmjs_support.cc | 14 +-
451 files changed, 4558 insertions(+), 22508 deletions(-)
delete mode 100644 .github/workflows/ping_reviewers.yml
create mode 100644 apps/hexagon_proxy_rpc/Readme.md
copy apps/{hexagon_launcher/cmake/HexagonLauncher.cmake => hexagon_proxy_rpc/cmake/HexagonRPC.cmake} (86%)
copy apps/{hexagon_launcher => hexagon_proxy_rpc}/cmake/android/CMakeLists.txt (60%)
copy apps/{hexagon_launcher => hexagon_proxy_rpc}/cmake/hexagon/CMakeLists.txt (77%)
copy apps/{bundle_deploy/runtime.cc => hexagon_proxy_rpc/common.h} (50%)
create mode 100644 apps/hexagon_proxy_rpc/hexagon_core.cc
copy src/runtime/hexagon/rpc/hexagon_rpc.idl => apps/hexagon_proxy_rpc/hexagon_proxy_rpc.idl (58%)
create mode 100644 apps/hexagon_proxy_rpc/rpc_env.cc
delete mode 100644 apps/microtvm/ethosu/.gitignore
delete mode 100644 apps/microtvm/ethosu/include/FreeRTOSConfig.h
rename apps/microtvm/ethosu/src/{demo_bare_metal.c => demo.c} (100%)
delete mode 100644 apps/microtvm/ethosu/src/demo_freertos.c
create mode 100644 apps/microtvm/reference-vm/arduino/base-box/test-config.json
delete mode 100755 apps/microtvm/reference-vm/scripts/reference_vm_build.sh
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create mode 100644 apps/microtvm/reference-vm/zephyr/base-box/test-config.json
delete mode 100644 apps/microtvm/zephyr_cmsisnn/.gitignore
delete mode 100644 apps/microtvm/zephyr_cmsisnn/CMakeLists.txt
delete mode 100644 apps/microtvm/zephyr_cmsisnn/README.md
delete mode 100644 apps/microtvm/zephyr_cmsisnn/include/crt_config.h
delete mode 100644 apps/microtvm/zephyr_cmsisnn/model/convert_input.py
delete mode 100644 apps/microtvm/zephyr_cmsisnn/model/convert_labels.py
delete mode 100644 apps/microtvm/zephyr_cmsisnn/model/input.txt
delete mode 100644 apps/microtvm/zephyr_cmsisnn/model/labels.txt
delete mode 100644 apps/microtvm/zephyr_cmsisnn/prj.conf
delete mode 100755 apps/microtvm/zephyr_cmsisnn/run_demo.sh
delete mode 100644 apps/microtvm/zephyr_cmsisnn/src/main.c
delete mode 100755 docker/install/ubuntu_install_zephyr_sdk.sh
delete mode 100644 python/tvm/contrib/ethosu/cascader/cascader_options.py
delete mode 100644 python/tvm/contrib/ethosu/cascader/pareto.py
delete mode 100644 python/tvm/contrib/ethosu/cascader/plan.py
delete mode 100644 python/tvm/contrib/ethosu/cascader/plan_generator.py
delete mode 100644 python/tvm/contrib/ethosu/cascader/tensor_config.py
delete mode 100644 python/tvm/meta_schedule/mutator/mutate_parallel.py
delete mode 100644 python/tvm/meta_schedule/mutator/mutate_tile_size.py
delete mode 100644 python/tvm/meta_schedule/postproc/rewrite_cooperative_fetch.py
delete mode 100644 python/tvm/meta_schedule/testing/byoc_trt.py
delete mode 100644 python/tvm/meta_schedule/tune.py
delete mode 100644 python/tvm/relay/qnn/op/canonicalizations.py
rename python/tvm/topi/cuda/{conv2d_transpose.py => conv2d_transpose_nchw.py} (97%)
delete mode 100644 src/contrib/ethosu/cascader/cascader_options.cc
delete mode 100644 src/contrib/ethosu/cascader/cascader_options.h
delete mode 100644 src/contrib/ethosu/cascader/pareto.cc
delete mode 100644 src/contrib/ethosu/cascader/pareto.h
delete mode 100644 src/contrib/ethosu/cascader/plan.cc
delete mode 100644 src/contrib/ethosu/cascader/plan.h
delete mode 100644 src/contrib/ethosu/cascader/plan_generator.cc
delete mode 100644 src/contrib/ethosu/cascader/plan_generator.h
delete mode 100644 src/contrib/ethosu/cascader/tensor_config.cc
delete mode 100644 src/contrib/ethosu/cascader/tensor_config.h
delete mode 100644 src/meta_schedule/mutator/mutate_parallel.cc
delete mode 100644 src/meta_schedule/mutator/mutate_tile_size.cc
delete mode 100644 src/meta_schedule/postproc/rewrite_cooperative_fetch.cc
delete mode 100644 src/relay/analysis/extract_fake_quantized_ops.cc
delete mode 100644 src/relay/backend/contrib/cmsisnn/scalar_to_tensor_constant.cc
delete mode 100644 src/relay/backend/vm/manifest_lifetimes.cc
delete mode 100644 src/relay/transforms/fake_quantization_to_integer.h
delete mode 100644 src/relay/transforms/infer_layout_utils.cc
delete mode 100644 src/runtime/hexagon/hexagon/hexagon_user_dma.cc
delete mode 100644 src/runtime/hexagon/hexagon/hexagon_user_dma_descriptors.h
delete mode 100644 src/runtime/hexagon/hexagon/hexagon_user_dma_instructions.h
delete mode 100644 src/runtime/hexagon/hexagon/hexagon_user_dma_registers.h
delete mode 100644 src/tir/analysis/check_contains.cc
delete mode 100644 src/tir/analysis/check_contains.h
delete mode 100644 src/tir/transforms/common_subexpr_elim.cc
delete mode 100644 src/tir/transforms/common_subexpr_elim.h
delete mode 100644 src/tir/transforms/common_subexpr_elim_tools.cc
delete mode 100644 src/tir/transforms/common_subexpr_elim_tools.h
delete mode 100644 src/tir/transforms/replace_selected_expr.cc
delete mode 100644 src/tir/transforms/replace_selected_expr.h
delete mode 100644 tests/python/contrib/test_cmsisnn/test_scalar_to_tensor_constant.py
delete mode 100644 tests/python/contrib/test_ethosn/test_mean.py
delete mode 100644 tests/python/contrib/test_ethosu/cascader/test_pareto.py
delete mode 100644 tests/python/contrib/test_ethosu/cascader/test_plan.py
delete mode 100644 tests/python/contrib/test_ethosu/cascader/test_plan_generator.py
delete mode 100644 tests/python/contrib/test_ethosu/cascader/test_tensor_config.py
copy tests/python/contrib/test_hexagon/{ => proxy_rpc}/__init__.py (93%)
create mode 100644 tests/python/contrib/test_hexagon/proxy_rpc/test_matmul.py
delete mode 100644 tests/python/frontend/pytorch/test_fx_quant.py
delete mode 100644 tests/python/relay/qnn/test_canonicalizations.py
delete mode 100644 tests/python/relay/test_analysis_extract_fake_quantized_ops.py
delete mode 100644 tests/python/relay/test_pass_manifest_lifetimes.py
delete mode 100644 tests/python/unittest/test_meta_schedule_byoc_tensorrt.py
delete mode 100644 tests/python/unittest/test_meta_schedule_mutator_mutate_parallel.py
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delete mode 100644 tests/python/unittest/test_meta_schedule_postproc_rewrite_cooperative_fetch.py
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delete mode 100644 tests/python/unittest/test_meta_schedule_tune_tir.py
delete mode 100644 tests/python/unittest/test_tir_transform_common_subexpr_elim.py
delete mode 100644 tests/python/unittest/test_tvmscript_regression.py
delete mode 100755 tests/scripts/ping_reviewers.py
delete mode 100755 tests/scripts/pytest_ids.py
create mode 100644 tests/scripts/should_run_slow_tests.py
delete mode 100755 tests/scripts/task_demo_microtvm.sh
delete mode 100755 tests/scripts/task_show_node_info.sh
copy tests/scripts/{task_python_frontend_cpu.sh => task_sphinx_precheck.sh} (50%)