onnxruntime/cmake/onnxruntime_optimizer.cmake
pengwa 516c8e95fa
Optimize SCE loss compute (#15401)
### Optimize SCE loss compute

Compute optimization based on label data sparsity:
- Insert ShrunkenGather before SCELoss node, to filter out invalid
labels for compute.
- Support ShrunkenGather upstream.
- Added test for the above.
- Added flag to enable label sparsity optimization with env var, by
default disabled now. Will enable after comprehensive benchmarking
later.
- Extract common logic into test_optimizer_utils.h/cc from
core/optimizer/compute_optimzier_test.cc, then the common functions can
be shared by both core/optimizer/compute_optimzier_test.cc and
orttraining/core/optimizer/compute_optimzier_test.cc
- Extract common logic into shared_utils.h/cc: `GetONNXOpSetVersion` and
`Create1DInitializerFromVector`


### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
2023-04-13 13:02:12 +08:00

117 lines
6.7 KiB
CMake

# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
set(onnxruntime_optimizer_src_patterns)
if (onnxruntime_MINIMAL_BUILD)
# we include a couple of files so a library is produced and we minimize other changes to the build setup.
# if the transformer base class is unused it will be excluded from the final binary size
list(APPEND onnxruntime_optimizer_src_patterns
"${ONNXRUNTIME_INCLUDE_DIR}/core/optimizer/graph_transformer.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/graph_transformer.cc"
)
if (onnxruntime_EXTENDED_MINIMAL_BUILD)
list(APPEND onnxruntime_optimizer_src_patterns
"${ONNXRUNTIME_INCLUDE_DIR}/core/optimizer/graph_transformer_utils.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/conv_activation_fusion.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/conv_activation_fusion.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/graph_transformer_utils.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/initializer.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/initializer.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/nhwc_transformer.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/nhwc_transformer.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/qdq_final_cleanup.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/qdq_final_cleanup.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/qdq_util.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/qdq_util.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/qdq_actions.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/qdq_actions.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/qdq_selector_action_transformer.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/qdq_selector_action_transformer.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/qdq_selectors.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/qdq_selectors.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/shared/utils.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/shared/utils.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/selectors_actions/actions.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/selectors_actions/actions.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/selectors_actions/helpers.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/selectors_actions/helpers.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/selectors_actions/helpers.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/selectors_actions/helpers.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/selectors_actions/selector_action_transformer_apply_contexts.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/selectors_actions/selector_action_transformer.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/selectors_actions/selector_action_transformer.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/transpose_optimizer/optimizer_api_impl.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/transpose_optimizer/optimizer_api.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/transpose_optimizer/optimizer_utils.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/transpose_optimizer/ort_transpose_optimizer.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/transpose_optimizer/ort_transpose_optimizer.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/transpose_optimizer/transpose_optimizer.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/utils.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/utils.h"
)
endif()
else()
list(APPEND onnxruntime_optimizer_src_patterns
"${ONNXRUNTIME_INCLUDE_DIR}/core/optimizer/*.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/*.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/*.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/compute_optimizer/*.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/compute_optimizer/*.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/*.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/*.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/*.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/*.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/shared/utils.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/qdq_transformer/selectors_actions/shared/utils.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/selectors_actions/*.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/selectors_actions/*.cc"
"${ONNXRUNTIME_ROOT}/core/optimizer/transpose_optimizer/*.h"
"${ONNXRUNTIME_ROOT}/core/optimizer/transpose_optimizer/*.cc"
)
endif()
if (onnxruntime_ENABLE_TRAINING_APIS)
# we need optimizers for both full build as well as training api only build.
# Using onnxruntime_ENABLE_TRAINING_APIS since it is always ON in a full training build.
list(APPEND onnxruntime_optimizer_src_patterns
"${ORTTRAINING_SOURCE_DIR}/core/optimizer/*.h"
"${ORTTRAINING_SOURCE_DIR}/core/optimizer/*.cc"
"${ORTTRAINING_SOURCE_DIR}/core/optimizer/compute_optimizer/*.h"
"${ORTTRAINING_SOURCE_DIR}/core/optimizer/compute_optimizer/*.cc"
)
endif()
file(GLOB onnxruntime_optimizer_srcs CONFIGURE_DEPENDS ${onnxruntime_optimizer_src_patterns})
source_group(TREE ${REPO_ROOT} FILES ${onnxruntime_optimizer_srcs})
if (onnxruntime_EXTERNAL_TRANSFORMER_SRC_PATH)
set(onnxruntime_external_transformer_src_patterns)
list(APPEND onnxruntime_external_transformer_src_patterns
"${onnxruntime_EXTERNAL_TRANSFORMER_SRC_PATH}/*.cc"
"${onnxruntime_EXTERNAL_TRANSFORMER_SRC_PATH}/*.cpp"
)
file(GLOB onnxruntime_external_transformer_src ${onnxruntime_external_transformer_src_patterns})
list(APPEND onnxruntime_optimizer_srcs ${onnxruntime_external_transformer_src})
endif()
onnxruntime_add_static_library(onnxruntime_optimizer ${onnxruntime_optimizer_srcs})
install(DIRECTORY ${PROJECT_SOURCE_DIR}/../include/onnxruntime/core/optimizer DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}/onnxruntime/core)
onnxruntime_add_include_to_target(onnxruntime_optimizer onnxruntime_common onnxruntime_framework onnx onnx_proto ${PROTOBUF_LIB} flatbuffers::flatbuffers Boost::mp11 safeint_interface)
target_include_directories(onnxruntime_optimizer PRIVATE ${ONNXRUNTIME_ROOT})
if (onnxruntime_ENABLE_TRAINING_APIS)
target_include_directories(onnxruntime_optimizer PRIVATE ${ORTTRAINING_ROOT})
endif()
add_dependencies(onnxruntime_optimizer ${onnxruntime_EXTERNAL_DEPENDENCIES})
set_target_properties(onnxruntime_optimizer PROPERTIES FOLDER "ONNXRuntime")
if (NOT onnxruntime_BUILD_SHARED_LIB)
install(TARGETS onnxruntime_optimizer
ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR}
FRAMEWORK DESTINATION ${CMAKE_INSTALL_BINDIR})
endif()