[MetaSchedule][Minor] Add Describe Function For Tuning Scripts #11754
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PR #11751 is merged. Let’s rebase and get this in |
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well...i think you forgot |
junrushao
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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
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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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This PR is based on #11751 and adds
describefunction fortune_relayandtune_onnxscript on both AutoScheduler and MetaSchedule. It prints out very useful information for reproducibility as follows:CC @junrushao1994 Will rebase after the previous PR merges.