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[MetaSchedule][Minor] Organize Testing Scripts #11751

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junrushao
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@junrushao junrushao marked this pull request as ready for review June 16, 2022 20:21
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CC: @zxybazh

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LGTM. Since we are organizing the tune_onnx scripts as well, could you please also add profiler to them like tune_relay? That would be a lot of help, thanks!

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@zxybazh that makes a lot of sense! let me update the script a little bit

@junrushao junrushao requested a review from zxybazh June 16, 2022 20:41
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Thanks for adding profilers!

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zxybazh commented Jun 16, 2022

Hey Junru you may want to retrigger the CI after the CI fix.

@junrushao junrushao force-pushed the feature/2022-06-16/organize-testing-scripts branch from 4f08249 to 0d4d95d Compare June 16, 2022 23:13
@junrushao junrushao merged commit 7e376e2 into apache:main Jun 17, 2022
junrushao pushed a commit that referenced this pull request Jun 18, 2022
This PR is based on #11751 and adds `describe` function for `tune_relay` and `tune_onnx` script on both AutoScheduler and MetaSchedule. It prints out very useful information for reproducibility as follows:
```
Python Environment
  TVM version    = 0.9.dev0
  Python version = 3.8.8 (default, Apr 13 2021, 19:58:26)  [GCC 7.3.0] (64 bit)
  os.uname()     = Linux 5.15.5-76051505-generic #202111250933~1638201579~21.04~09f1aa7-Ubuntu SMP Tue Nov 30 02: x86_64
CMake Options:
  {
    "BUILD_STATIC_RUNTIME": "OFF",
    "COMPILER_RT_PATH": "3rdparty/compiler-rt",
    "CUDA_VERSION": "NOT-FOUND",
    "DLPACK_PATH": "3rdparty/dlpack/include",
    "DMLC_PATH": "3rdparty/dmlc-core/include",
    "GIT_COMMIT_HASH": "3b872a0adae07b0cd60248346fd31b158cba630c",
    "GIT_COMMIT_TIME": "2022-06-15 11:27:59 -0700",
    "HIDE_PRIVATE_SYMBOLS": "OFF",
    "INDEX_DEFAULT_I64": "ON",
    "INSTALL_DEV": "OFF",
    "LLVM_VERSION": "11.0.1",
    "PICOJSON_PATH": "3rdparty/picojson",
    "RANG_PATH": "3rdparty/rang/include",
    "ROCM_PATH": "/opt/rocm",
    "SUMMARIZE": "OFF",
    "TVM_CXX_COMPILER_PATH": "/usr/lib/ccache/c++",
    "USE_ALTERNATIVE_LINKER": "AUTO",
    "USE_AOT_EXECUTOR": "ON",
    "USE_ARM_COMPUTE_LIB": "OFF",
    "USE_ARM_COMPUTE_LIB_GRAPH_EXECUTOR": "OFF",
    "USE_BLAS": "none",
    "USE_BNNS": "OFF",
    "USE_BYODT_POSIT": "OFF",
    "USE_CLML": "OFF",
    "USE_CLML_GRAPH_EXECUTOR": "OFF",
    "USE_CMSISNN": "OFF",
    "USE_COREML": "OFF",
    "USE_CPP_RPC": "OFF",
    "USE_CUBLAS": "OFF",
    "USE_CUDA": "/usr/lib/cuda-11.2",
    "USE_CUDNN": "OFF",
    "USE_CUSTOM_LOGGING": "OFF",
    "USE_CUTLASS": "OFF",
    "USE_DNNL": "OFF",
    "USE_ETHOSN": "OFF",
    "USE_FALLBACK_STL_MAP": "OFF",
    "USE_GRAPH_EXECUTOR": "ON",
    "USE_GRAPH_EXECUTOR_CUDA_GRAPH": "OFF",
    "USE_GTEST": "AUTO",
    "USE_HEXAGON": "OFF",
    "USE_HEXAGON_GTEST": "/path/to/hexagon/gtest",
    "USE_HEXAGON_RPC": "OFF",
    "USE_HEXAGON_SDK": "/path/to/sdk",
    "USE_IOS_RPC": "OFF",
    "USE_KHRONOS_SPIRV": "OFF",
    "USE_LIBBACKTRACE": "ON",
    "USE_LIBTORCH": "OFF",
    "USE_LLVM": "llvm-config-11",
    "USE_METAL": "OFF",
    "USE_MICRO": "OFF",
    "USE_MICRO_STANDALONE_RUNTIME": "OFF",
    "USE_MIOPEN": "OFF",
    "USE_MKL": "OFF",
    "USE_MSVC_MT": "OFF",
    "USE_NNPACK": "OFF",
    "USE_OPENCL": "OFF",
    "USE_OPENCL_GTEST": "/path/to/opencl/gtest",
    "USE_OPENMP": "none",
    "USE_PAPI": "OFF",
    "USE_PROFILER": "ON",
    "USE_PT_TVMDSOOP": "OFF",
    "USE_RANDOM": "ON",
    "USE_RELAY_DEBUG": "OFF",
    "USE_ROCBLAS": "OFF",
    "USE_ROCM": "OFF",
    "USE_RPC": "ON",
    "USE_RTTI": "ON",
    "USE_RUST_EXT": "OFF",
    "USE_SORT": "ON",
    "USE_SPIRV_KHR_INTEGER_DOT_PRODUCT": "OFF",
    "USE_STACKVM_RUNTIME": "OFF",
    "USE_TARGET_ONNX": "OFF",
    "USE_TENSORFLOW_PATH": "none",
    "USE_TENSORRT_CODEGEN": "OFF",
    "USE_TENSORRT_RUNTIME": "OFF",
    "USE_TFLITE": "OFF",
    "USE_TF_TVMDSOOP": "OFF",
    "USE_THREADS": "ON",
    "USE_THRUST": "OFF",
    "USE_VITIS_AI": "OFF",
    "USE_VULKAN": "OFF"
  }
```
junrushao pushed a commit to junrushao/tvm that referenced this pull request Jun 18, 2022
…e#11754)

This PR is based on apache#11751 and adds `describe` function for `tune_relay` and `tune_onnx` script on both AutoScheduler and MetaSchedule. It prints out very useful information for reproducibility as follows:
```
Python Environment
  TVM version    = 0.9.dev0
  Python version = 3.8.8 (default, Apr 13 2021, 19:58:26)  [GCC 7.3.0] (64 bit)
  os.uname()     = Linux 5.15.5-76051505-generic #202111250933~1638201579~21.04~09f1aa7-Ubuntu SMP Tue Nov 30 02: x86_64
CMake Options:
  {
    "BUILD_STATIC_RUNTIME": "OFF",
    "COMPILER_RT_PATH": "3rdparty/compiler-rt",
    "CUDA_VERSION": "NOT-FOUND",
    "DLPACK_PATH": "3rdparty/dlpack/include",
    "DMLC_PATH": "3rdparty/dmlc-core/include",
    "GIT_COMMIT_HASH": "3b872a0adae07b0cd60248346fd31b158cba630c",
    "GIT_COMMIT_TIME": "2022-06-15 11:27:59 -0700",
    "HIDE_PRIVATE_SYMBOLS": "OFF",
    "INDEX_DEFAULT_I64": "ON",
    "INSTALL_DEV": "OFF",
    "LLVM_VERSION": "11.0.1",
    "PICOJSON_PATH": "3rdparty/picojson",
    "RANG_PATH": "3rdparty/rang/include",
    "ROCM_PATH": "/opt/rocm",
    "SUMMARIZE": "OFF",
    "TVM_CXX_COMPILER_PATH": "/usr/lib/ccache/c++",
    "USE_ALTERNATIVE_LINKER": "AUTO",
    "USE_AOT_EXECUTOR": "ON",
    "USE_ARM_COMPUTE_LIB": "OFF",
    "USE_ARM_COMPUTE_LIB_GRAPH_EXECUTOR": "OFF",
    "USE_BLAS": "none",
    "USE_BNNS": "OFF",
    "USE_BYODT_POSIT": "OFF",
    "USE_CLML": "OFF",
    "USE_CLML_GRAPH_EXECUTOR": "OFF",
    "USE_CMSISNN": "OFF",
    "USE_COREML": "OFF",
    "USE_CPP_RPC": "OFF",
    "USE_CUBLAS": "OFF",
    "USE_CUDA": "/usr/lib/cuda-11.2",
    "USE_CUDNN": "OFF",
    "USE_CUSTOM_LOGGING": "OFF",
    "USE_CUTLASS": "OFF",
    "USE_DNNL": "OFF",
    "USE_ETHOSN": "OFF",
    "USE_FALLBACK_STL_MAP": "OFF",
    "USE_GRAPH_EXECUTOR": "ON",
    "USE_GRAPH_EXECUTOR_CUDA_GRAPH": "OFF",
    "USE_GTEST": "AUTO",
    "USE_HEXAGON": "OFF",
    "USE_HEXAGON_GTEST": "/path/to/hexagon/gtest",
    "USE_HEXAGON_RPC": "OFF",
    "USE_HEXAGON_SDK": "/path/to/sdk",
    "USE_IOS_RPC": "OFF",
    "USE_KHRONOS_SPIRV": "OFF",
    "USE_LIBBACKTRACE": "ON",
    "USE_LIBTORCH": "OFF",
    "USE_LLVM": "llvm-config-11",
    "USE_METAL": "OFF",
    "USE_MICRO": "OFF",
    "USE_MICRO_STANDALONE_RUNTIME": "OFF",
    "USE_MIOPEN": "OFF",
    "USE_MKL": "OFF",
    "USE_MSVC_MT": "OFF",
    "USE_NNPACK": "OFF",
    "USE_OPENCL": "OFF",
    "USE_OPENCL_GTEST": "/path/to/opencl/gtest",
    "USE_OPENMP": "none",
    "USE_PAPI": "OFF",
    "USE_PROFILER": "ON",
    "USE_PT_TVMDSOOP": "OFF",
    "USE_RANDOM": "ON",
    "USE_RELAY_DEBUG": "OFF",
    "USE_ROCBLAS": "OFF",
    "USE_ROCM": "OFF",
    "USE_RPC": "ON",
    "USE_RTTI": "ON",
    "USE_RUST_EXT": "OFF",
    "USE_SORT": "ON",
    "USE_SPIRV_KHR_INTEGER_DOT_PRODUCT": "OFF",
    "USE_STACKVM_RUNTIME": "OFF",
    "USE_TARGET_ONNX": "OFF",
    "USE_TENSORFLOW_PATH": "none",
    "USE_TENSORRT_CODEGEN": "OFF",
    "USE_TENSORRT_RUNTIME": "OFF",
    "USE_TFLITE": "OFF",
    "USE_TF_TVMDSOOP": "OFF",
    "USE_THREADS": "ON",
    "USE_THRUST": "OFF",
    "USE_VITIS_AI": "OFF",
    "USE_VULKAN": "OFF"
  }
```
blackkker pushed a commit to blackkker/tvm that referenced this pull request Jul 7, 2022
…e#11754)

This PR is based on apache#11751 and adds `describe` function for `tune_relay` and `tune_onnx` script on both AutoScheduler and MetaSchedule. It prints out very useful information for reproducibility as follows:
```
Python Environment
  TVM version    = 0.9.dev0
  Python version = 3.8.8 (default, Apr 13 2021, 19:58:26)  [GCC 7.3.0] (64 bit)
  os.uname()     = Linux 5.15.5-76051505-generic #202111250933~1638201579~21.04~09f1aa7-Ubuntu SMP Tue Nov 30 02: x86_64
CMake Options:
  {
    "BUILD_STATIC_RUNTIME": "OFF",
    "COMPILER_RT_PATH": "3rdparty/compiler-rt",
    "CUDA_VERSION": "NOT-FOUND",
    "DLPACK_PATH": "3rdparty/dlpack/include",
    "DMLC_PATH": "3rdparty/dmlc-core/include",
    "GIT_COMMIT_HASH": "3b872a0adae07b0cd60248346fd31b158cba630c",
    "GIT_COMMIT_TIME": "2022-06-15 11:27:59 -0700",
    "HIDE_PRIVATE_SYMBOLS": "OFF",
    "INDEX_DEFAULT_I64": "ON",
    "INSTALL_DEV": "OFF",
    "LLVM_VERSION": "11.0.1",
    "PICOJSON_PATH": "3rdparty/picojson",
    "RANG_PATH": "3rdparty/rang/include",
    "ROCM_PATH": "/opt/rocm",
    "SUMMARIZE": "OFF",
    "TVM_CXX_COMPILER_PATH": "/usr/lib/ccache/c++",
    "USE_ALTERNATIVE_LINKER": "AUTO",
    "USE_AOT_EXECUTOR": "ON",
    "USE_ARM_COMPUTE_LIB": "OFF",
    "USE_ARM_COMPUTE_LIB_GRAPH_EXECUTOR": "OFF",
    "USE_BLAS": "none",
    "USE_BNNS": "OFF",
    "USE_BYODT_POSIT": "OFF",
    "USE_CLML": "OFF",
    "USE_CLML_GRAPH_EXECUTOR": "OFF",
    "USE_CMSISNN": "OFF",
    "USE_COREML": "OFF",
    "USE_CPP_RPC": "OFF",
    "USE_CUBLAS": "OFF",
    "USE_CUDA": "/usr/lib/cuda-11.2",
    "USE_CUDNN": "OFF",
    "USE_CUSTOM_LOGGING": "OFF",
    "USE_CUTLASS": "OFF",
    "USE_DNNL": "OFF",
    "USE_ETHOSN": "OFF",
    "USE_FALLBACK_STL_MAP": "OFF",
    "USE_GRAPH_EXECUTOR": "ON",
    "USE_GRAPH_EXECUTOR_CUDA_GRAPH": "OFF",
    "USE_GTEST": "AUTO",
    "USE_HEXAGON": "OFF",
    "USE_HEXAGON_GTEST": "/path/to/hexagon/gtest",
    "USE_HEXAGON_RPC": "OFF",
    "USE_HEXAGON_SDK": "/path/to/sdk",
    "USE_IOS_RPC": "OFF",
    "USE_KHRONOS_SPIRV": "OFF",
    "USE_LIBBACKTRACE": "ON",
    "USE_LIBTORCH": "OFF",
    "USE_LLVM": "llvm-config-11",
    "USE_METAL": "OFF",
    "USE_MICRO": "OFF",
    "USE_MICRO_STANDALONE_RUNTIME": "OFF",
    "USE_MIOPEN": "OFF",
    "USE_MKL": "OFF",
    "USE_MSVC_MT": "OFF",
    "USE_NNPACK": "OFF",
    "USE_OPENCL": "OFF",
    "USE_OPENCL_GTEST": "/path/to/opencl/gtest",
    "USE_OPENMP": "none",
    "USE_PAPI": "OFF",
    "USE_PROFILER": "ON",
    "USE_PT_TVMDSOOP": "OFF",
    "USE_RANDOM": "ON",
    "USE_RELAY_DEBUG": "OFF",
    "USE_ROCBLAS": "OFF",
    "USE_ROCM": "OFF",
    "USE_RPC": "ON",
    "USE_RTTI": "ON",
    "USE_RUST_EXT": "OFF",
    "USE_SORT": "ON",
    "USE_SPIRV_KHR_INTEGER_DOT_PRODUCT": "OFF",
    "USE_STACKVM_RUNTIME": "OFF",
    "USE_TARGET_ONNX": "OFF",
    "USE_TENSORFLOW_PATH": "none",
    "USE_TENSORRT_CODEGEN": "OFF",
    "USE_TENSORRT_RUNTIME": "OFF",
    "USE_TFLITE": "OFF",
    "USE_TF_TVMDSOOP": "OFF",
    "USE_THREADS": "ON",
    "USE_THRUST": "OFF",
    "USE_VITIS_AI": "OFF",
    "USE_VULKAN": "OFF"
  }
```
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