set(pass_file ${PADDLE_BINARY_DIR}/paddle/fluid/inference/api/paddle_inference_pass.h.tmp) set(pass_file_final ${PADDLE_BINARY_DIR}/paddle/fluid/inference/api/paddle_inference_pass.h) file( WRITE ${pass_file} "// Generated by the paddle/fluid/framework/ir/CMakeLists.txt. DO NOT EDIT!\n\n" ) file(APPEND ${pass_file} "\#pragma once\n") file(APPEND ${pass_file} "\#include \"paddle/fluid/framework/ir/pass.h\"\n") copy_if_different(${pass_file} ${pass_file_final}) add_subdirectory(fuse_optimizer_ops_pass) add_subdirectory(memory_optimize_pass) add_subdirectory(multi_devices_graph_pass) if(NOT APPLE AND NOT WIN32 AND (WITH_GPU OR WITH_ROCM)) add_subdirectory(fusion_group) endif() # Usage: pass_library(target inference) will append to paddle_inference_pass.h unset(INFER_IR_PASSES CACHE) # clear the global variable function(pass_library TARGET DEST) set(options "") set(oneValueArgs "") set(multiValueArgs SRCS DEPS DIR) set(targetPrefix "") cmake_parse_arguments(pass_library "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) if(pass_library_DIR) cc_library( ${TARGET} SRCS ${pass_library_DIR}/${TARGET}.cc DEPS graph_pattern_detector pass fuse_pass_base op_version_registry ${pass_library_DEPS}) else() cc_library( ${TARGET} SRCS ${TARGET}.cc DEPS graph_pattern_detector pass fuse_pass_base op_version_registry ${pass_library_DEPS}) endif() # add more DEST here, such as train, dist and collect USE_PASS into a file automatically. if(${DEST} STREQUAL "base" OR ${DEST} STREQUAL "inference") if(NOT CMAKE_BUILD_TYPE STREQUAL "Release") message(STATUS "add pass ${TARGET} ${DEST}") endif() file(APPEND ${pass_file} "USE_PASS(${TARGET});\n") set(INFER_IR_PASSES ${INFER_IR_PASSES} ${TARGET} CACHE INTERNAL "") endif() endfunction() cc_library( node SRCS node.cc DEPS proto_desc) cc_library( graph SRCS graph.cc DEPS node pretty_log) cc_library( graph_helper SRCS graph_helper.cc DEPS graph program_utils scale_loss_grad_op_handle) cc_library( pass SRCS pass.cc DEPS graph node graph_helper) cc_library( graph_traits SRCS graph_traits.cc DEPS graph) cc_library( cost_model SRCS cost_model.cc DEPS executor graph profiler proto_desc device_tracer) set(GRAPH_PATTERN_DETECTOR_DEPS graph graph_helper graph_traits) if(WITH_TESTING) set(GRAPH_PATTERN_DETECTOR_DEPS ${GRAPH_PATTERN_DETECTOR_DEPS} gtest) endif() cc_library( graph_pattern_detector SRCS graph_pattern_detector.cc DEPS ${GRAPH_PATTERN_DETECTOR_DEPS}) cc_library( op_compat_sensible_pass SRCS op_compat_sensible_pass.cc DEPS graph_pattern_detector op_def_api pass) cc_library( subgraph_detector SRCS subgraph_detector.cc DEPS graph_pattern_detector executor) cc_library( fuse_pass_base SRCS fuse_pass_base.cc DEPS op_compat_sensible_pass) cc_library( placement_pass_base SRCS placement_pass_base.cc DEPS pass) cc_library( coalesce_grad_tensor_pass SRCS coalesce_grad_tensor_pass.cc DEPS graph graph_helper) pass_library(graph_to_program_pass base) pass_library(graph_viz_pass base) pass_library(lock_free_optimize_pass base DEPS string_helper) pass_library(fc_fuse_pass inference) pass_library(attention_lstm_fuse_pass inference) pass_library(vit_attention_fuse_pass inference) pass_library(fc_lstm_fuse_pass inference) pass_library(embedding_fc_lstm_fuse_pass inference) pass_library(fc_gru_fuse_pass inference) pass_library(seq_concat_fc_fuse_pass inference) pass_library(multi_batch_merge_pass base) pass_library(conv_bn_fuse_pass inference) pass_library(seqconv_eltadd_relu_fuse_pass inference) pass_library(seqpool_concat_fuse_pass inference) pass_library(seqpool_cvm_concat_fuse_pass inference) pass_library(repeated_fc_relu_fuse_pass inference) pass_library(squared_mat_sub_fuse_pass inference) pass_library(is_test_pass base) pass_library(conv_elementwise_add_act_fuse_pass inference) pass_library(conv_elementwise_add2_act_fuse_pass inference) pass_library(conv_elementwise_add_fuse_pass inference) pass_library(transpose_flatten_concat_fuse_pass inference) pass_library(identity_scale_op_clean_pass base) pass_library(sync_batch_norm_pass base) pass_library(runtime_context_cache_pass base) pass_library(quant_conv2d_dequant_fuse_pass inference) pass_library(shuffle_channel_detect_pass inference) pass_library(delete_quant_dequant_op_pass inference) pass_library(delete_quant_dequant_filter_op_pass inference) pass_library(delete_weight_dequant_linear_op_pass inference) pass_library(delete_quant_dequant_linear_op_pass inference) pass_library(delete_dropout_op_pass inference) pass_library(delete_c_identity_op_pass inference) pass_library(preln_residual_bias_fuse_pass inference) pass_library(delete_fill_constant_op_pass inference) pass_library(constant_folding_pass inference) pass_library(simplify_with_basic_ops_pass base) pass_library(fc_elementwise_layernorm_fuse_pass base) pass_library(skip_layernorm_fuse_pass base) pass_library(multihead_matmul_fuse_pass inference) pass_library(fused_multi_transformer_encoder_pass inference) pass_library(fused_multi_transformer_decoder_pass inference) pass_library(adaptive_pool2d_convert_global_pass inference) pass_library(unsqueeze2_eltwise_fuse_pass inference) pass_library(yolo_box_fuse_pass inference) pass_library(layer_norm_fuse_pass inference) pass_library(add_support_int8_pass inference) pass_library(matmul_scale_fuse_pass inference) pass_library(gpu_cpu_map_matmul_to_mul_pass inference) pass_library(dense_fc_to_sparse_pass inference) pass_library(dense_multihead_matmul_to_sparse_pass inference) pass_library(generate_pass DEPS pass_desc_proto) target_link_libraries(generate_pass pass_desc_proto) if(WITH_TENSORRT) pass_library(trt_map_matmul_to_mul_pass inference) pass_library(trt_embedding_eltwise_layernorm_fuse_pass inference) pass_library(trt_multihead_matmul_fuse_pass inference) pass_library(trt_skip_layernorm_fuse_pass inference) pass_library(preln_embedding_eltwise_layernorm_fuse_pass inference) pass_library(preln_skip_layernorm_fuse_pass inference) pass_library(set_transformer_input_convert_pass inference) pass_library(remove_padding_recover_padding_pass inference) pass_library(delete_remove_padding_recover_padding_pass inference) pass_library(layernorm_shift_partition_fuse_pass inference) endif() if(WITH_GPU OR WITH_ROCM) pass_library(cudnn_placement_pass base DEPS placement_pass_base) pass_library(embedding_eltwise_layernorm_fuse_pass inference) endif() if(WITH_MKLDNN) pass_library(mkldnn_placement_pass base DEPS placement_pass_base DIR mkldnn) pass_library( mkldnn_inplace_pass inference DEPS mkldnn_placement_pass op_registry elementwise_add_op gelu_op activation_op softmax_op softmax DIR mkldnn) pass_library(depthwise_conv_mkldnn_pass base DIR mkldnn) pass_library(conv_affine_channel_mkldnn_fuse_pass inference DIR mkldnn) pass_library(conv_bias_mkldnn_fuse_pass inference DIR mkldnn) pass_library(conv_activation_mkldnn_fuse_pass inference DIR mkldnn) pass_library(conv_elementwise_add_mkldnn_fuse_pass inference DIR mkldnn) pass_library(int8_scale_calculation_mkldnn_pass inference DIR mkldnn) pass_library(params_quantization_mkldnn_pass inference DIR mkldnn) pass_library(fc_elementwise_add_mkldnn_fuse_pass inference DIR mkldnn) pass_library(scale_matmul_fuse_pass inference DIR mkldnn) pass_library(cpu_bfloat16_placement_pass inference DIR mkldnn) pass_library(cpu_bfloat16_pass inference DIR mkldnn) pass_library(fc_mkldnn_pass inference DIR mkldnn) pass_library(interpolate_mkldnn_pass inference DIR mkldnn) pass_library(softplus_activation_mkldnn_fuse_pass inference DIR mkldnn) pass_library(shuffle_channel_mkldnn_detect_pass inference DIR mkldnn) pass_library(fc_act_mkldnn_fuse_pass inference DIR mkldnn) pass_library(elt_act_mkldnn_fuse_pass inference DIR mkldnn) pass_library(matmul_elementwise_add_mkldnn_fuse_pass inference DIR mkldnn) pass_library(matmul_activation_mkldnn_fuse_pass inference DIR mkldnn) pass_library(operator_scale_onednn_fuse_pass inference DIR mkldnn) pass_library(cpu_quantize_placement_pass base DIR mkldnn) pass_library(cpu_quantize_pass inference DIR mkldnn) pass_library(cpu_quantize_squash_pass inference DIR mkldnn) pass_library(reshape_transpose_matmul_mkldnn_fuse_pass inference DIR mkldnn) pass_library(matmul_transpose_reshape_mkldnn_fuse_pass inference DIR mkldnn) pass_library(batch_norm_act_fuse_pass inference DIR mkldnn) pass_library(multi_gru_fuse_pass inference DIR mkldnn) pass_library(multi_gru_seq_fuse_pass inference DIR mkldnn) pass_library(quant_dequant_mkldnn_pass inference DIR mkldnn) pass_library(compute_propagate_scales_mkldnn_pass inference DIR mkldnn) endif() if(WITH_IPU) pass_library(forward_graph_extract_pass base DIR ipu) pass_library(optimizer_extract_pass base DIR ipu) pass_library(optimizer_state_align_pass base DIR ipu) pass_library(ipu_graph_builder_pass base DIR ipu) pass_library(ipu_runtime_replacer_pass base DIR ipu) pass_library(inference_process_pass base DIR ipu) pass_library(inference_postprocess_pass base DIR ipu) pass_library(popart_canonicalization_pass base DIR ipu) pass_library(ipu_inplace_pass base DIR ipu) pass_library(infer_shape_pass base DIR ipu) pass_library(delete_scale_op_pass base DIR ipu) pass_library(avg_shard_pass base DIR ipu) pass_library(inference_dtype_transfer_pass base DIR ipu) endif() cc_library( fuse_bn_act_pass SRCS fuse_bn_act_pass.cc DEPS pass graph_pattern_detector) cc_library( fuse_bn_add_act_pass SRCS fuse_bn_add_act_pass.cc DEPS pass graph_pattern_detector) cc_library( fuse_elewise_add_act_pass SRCS fuse_elewise_add_act_pass.cc DEPS pass graph_pattern_detector) cc_library( fuse_gemm_epilogue_pass SRCS fuse_gemm_epilogue_pass.cc DEPS pass graph_pattern_detector) cc_library( fuse_relu_depthwise_conv_pass SRCS fuse_relu_depthwise_conv_pass.cc DEPS pass graph_pattern_detector) set(GLOB_PASS_LIB ${PASS_LIBRARY} CACHE INTERNAL "Global PASS library") cc_library( pass_builder SRCS pass_builder.cc DEPS pass) cc_library( pass_test_util SRCS pass_test_util.cc DEPS graph pass) cc_test( node_test SRCS node_test.cc DEPS node) cc_test( pass_test SRCS pass_test.cc DEPS graph pass graph_helper) cc_test( graph_test SRCS graph_test.cc DEPS graph graph_helper op_registry) cc_test( graph_helper_test SRCS graph_helper_test.cc DEPS graph graph_helper op_registry) cc_test( graph_to_program_pass_test SRCS graph_to_program_pass_test.cc DEPS graph_to_program_pass) cc_test( cost_model_test SRCS cost_model_test.cc DEPS cost_model op_registry) cc_test( test_graph_pattern_detector SRCS graph_pattern_detector_tester.cc DEPS graph_pattern_detector) cc_test( test_op_compat_sensible_pass SRCS op_compat_sensible_pass_tester.cc DEPS op_compat_sensible_pass) cc_test( test_fc_fuse_pass_cc SRCS fc_fuse_pass_tester.cc DEPS fc_fuse_pass framework_proto) cc_test( test_fc_lstm_fuse_pass_cc SRCS fc_lstm_fuse_pass_tester.cc DEPS fc_lstm_fuse_pass framework_proto) cc_test( test_fc_gru_fuse_pass_cc SRCS fc_gru_fuse_pass_tester.cc DEPS fc_gru_fuse_pass framework_proto) cc_test( test_seqpool_concat_fuse_pass SRCS seqpool_concat_fuse_pass_tester.cc DEPS seqpool_concat_fuse_pass framework_proto) cc_test( test_seqpool_cvm_concat_fuse_pass SRCS seqpool_cvm_concat_fuse_pass_tester.cc DEPS seqpool_cvm_concat_fuse_pass framework_proto) cc_test( test_repeated_fc_relu_fuse_pass_cc SRCS repeated_fc_relu_fuse_pass_tester.cc DEPS repeated_fc_relu_fuse_pass framework_proto) cc_test( test_is_test_pass SRCS is_test_pass_tester.cc DEPS is_test_pass) cc_test( test_simplify_with_basic_ops_pass SRCS simplify_with_basic_ops_pass_tester.cc DEPS simplify_with_basic_ops_pass) cc_test( test_fc_elementwise_layernorm_fuse_pass_cc SRCS fc_elementwise_layernorm_fuse_pass_tester.cc DEPS fc_elementwise_layernorm_fuse_pass) cc_test( test_skip_layernorm_fuse_pass SRCS skip_layernorm_fuse_pass_tester.cc DEPS skip_layernorm_fuse_pass) cc_test( test_multihead_matmul_fuse_pass SRCS multihead_matmul_fuse_pass_tester.cc DEPS multihead_matmul_fuse_pass) cc_test( test_fused_multi_transformer_encoder_pass SRCS fused_multi_transformer_encoder_pass_tester.cc DEPS fused_multi_transformer_encoder_pass) cc_test( test_fused_multi_transformer_decoder_pass SRCS fused_multi_transformer_decoder_pass_tester.cc DEPS fused_multi_transformer_decoder_pass) cc_test( test_conv_bn_fuse_pass_cc SRCS conv_bn_fuse_pass_tester.cc DEPS conv_bn_fuse_pass) cc_test( test_adaptive_pool2d_convert_global_pass SRCS adaptive_pool2d_convert_global_pass_tester.cc DEPS adaptive_pool2d_convert_global_pass) cc_test( test_unsqueeze2_eltwise_fuse_pass_cc SRCS unsqueeze2_eltwise_fuse_pass_tester.cc DEPS unsqueeze2_eltwise_fuse_pass) cc_test( test_generate_pass_cc SRCS generate_pass_tester.cc DEPS generate_pass pass_desc_proto) cc_test( test_delete_dropout_pass_cc SRCS delete_dropout_op_pass_test.cc DEPS delete_dropout_op_pass) if(WITH_GPU OR WITH_ROCM) cc_test( test_embedding_eltwise_layernorm_fuse_pass SRCS embedding_eltwise_layernorm_fuse_pass_tester.cc DEPS embedding_eltwise_layernorm_fuse_pass) cc_test( test_cudnn_placement_pass SRCS cudnn_placement_pass_tester.cc DEPS cudnn_placement_pass) endif() if(NOT WIN32) cc_test( test_sync_batch_norm_pass SRCS sync_batch_norm_pass_tester.cc DEPS sync_batch_norm_pass) cc_test( test_dense_fc_to_sparse_pass_cc SRCS dense_fc_to_sparse_pass_tester.cc DEPS fc_fuse_pass dense_fc_to_sparse_pass framework_proto) cc_test( test_dense_multihead_matmul_to_sparse_pass SRCS dense_multihead_matmul_to_sparse_pass_tester.cc DEPS multihead_matmul_fuse_pass dense_multihead_matmul_to_sparse_pass) endif() if(WITH_MKLDNN) cc_test( test_depthwise_conv_mkldnn_pass SRCS mkldnn/depthwise_conv_mkldnn_pass_tester.cc DEPS depthwise_conv_mkldnn_pass) cc_test( test_conv_bias_mkldnn_fuse_pass_cc SRCS mkldnn/conv_bias_mkldnn_fuse_pass_tester.cc DEPS conv_bias_mkldnn_fuse_pass naive_executor) cc_test( test_conv_activation_mkldnn_fuse_pass SRCS mkldnn/conv_activation_mkldnn_fuse_pass_tester.cc DEPS conv_activation_mkldnn_fuse_pass) cc_test( test_conv_concat_relu_mkldnn_fuse_pass SRCS mkldnn/conv_concat_relu_mkldnn_fuse_pass_tester.cc DEPS conv_activation_mkldnn_fuse_pass) cc_test( test_conv_elementwise_add_mkldnn_fuse_pass SRCS mkldnn/conv_elementwise_add_mkldnn_fuse_pass_tester.cc DEPS conv_elementwise_add_mkldnn_fuse_pass pass_test_util) cc_test( test_int8_scale_calculation_mkldnn_pass SRCS mkldnn/int8_scale_calculation_mkldnn_pass_tester.cc DEPS int8_scale_calculation_mkldnn_pass pass_test_util) cc_test( test_params_quantization_mkldnn_pass SRCS mkldnn/params_quantization_mkldnn_pass_tester.cc DEPS params_quantization_mkldnn_pass) cc_test( test_fc_elementwise_add_mkldnn_fuse_pass SRCS mkldnn/fc_elementwise_add_mkldnn_fuse_pass_tester.cc DEPS fc_elementwise_add_mkldnn_fuse_pass pass_test_util) cc_test( test_fc_act_mkldnn_fuse_pass SRCS mkldnn/fc_act_mkldnn_fuse_pass_tester.cc DEPS fc_act_mkldnn_fuse_pass pass_test_util) cc_test( test_batch_norm_act_fuse_pass SRCS mkldnn/batch_norm_act_fuse_pass_tester.cc DEPS batch_norm_act_fuse_pass pass_test_util) set(TEST_CONV_BN_PASS_DEPS conv_bn_fuse_pass graph_to_program_pass conv_op conv_transpose_op math_function im2col vol2col batch_norm_op gelu_op activation_op elementwise_add_op concat_and_split naive_executor device_context eigen_function) if(WITH_GPU OR WITH_ROCM) set(TEST_CONV_BN_PASS_DEPS ${TEST_CONV_BN_PASS_DEPS} depthwise_conv) endif() cc_test( test_conv_batch_norm_mkldnn_fuse_pass SRCS mkldnn/mkldnn_conv_bn_fuse_pass_tester.cc DEPS ${TEST_CONV_BN_PASS_DEPS}) cc_test( test_scale_matmul_fuse_pass SRCS mkldnn/scale_matmul_fuse_pass_tester.cc DEPS scale_matmul_fuse_pass) cc_test( test_mkldnn_placement_pass SRCS mkldnn/mkldnn_placement_pass_tester.cc DEPS mkldnn_placement_pass) cc_test( test_mkldnn_inplace_pass SRCS mkldnn/mkldnn_inplace_pass_tester.cc DEPS mkldnn_inplace_pass) cc_test( test_compute_propagate_scales_mkldnn_pass SRCS mkldnn/compute_propagate_scales_mkldnn_pass_tester.cc DEPS compute_propagate_scales_mkldnn_pass naive_executor) if(WITH_ONNXRUNTIME AND WIN32) # Copy onnxruntime for some c++ test in Windows, since the test will # be build only in CI, so suppose the generator in Windows is Ninja. copy_onnx(test_compute_propagate_scales_mkldnn_pass) endif() cc_test( test_cpu_quantize_placement_pass SRCS mkldnn/cpu_quantize_placement_pass_tester.cc DEPS cpu_quantize_placement_pass) cc_test( test_cpu_quantize_pass SRCS mkldnn/cpu_quantize_pass_tester.cc DEPS cpu_quantize_pass naive_executor) cc_test( test_cpu_quantize_squash_pass SRCS mkldnn/cpu_quantize_squash_pass_tester.cc DEPS cpu_quantize_squash_pass naive_executor) cc_test( test_reshape_transpose_matmul_mkldnn_fuse_pass SRCS mkldnn/reshape_transpose_matmul_mkldnn_fuse_pass_tester.cc DEPS reshape_transpose_matmul_mkldnn_fuse_pass) cc_test( test_matmul_transpose_reshape_fuse_pass SRCS mkldnn/matmul_transpose_reshape_mkldnn_fuse_pass_tester.cc DEPS matmul_transpose_reshape_mkldnn_fuse_pass) cc_test( test_shuffle_channel_mkldnn_detect_pass SRCS mkldnn/shuffle_channel_mkldnn_detect_pass_tester.cc DEPS shuffle_channel_mkldnn_detect_pass) cc_test( test_cpu_bfloat16_placement_pass SRCS mkldnn/cpu_bfloat16_placement_pass_tester.cc DEPS cpu_bfloat16_placement_pass) cc_test( test_cpu_bfloat16_pass SRCS mkldnn/cpu_bfloat16_pass_tester.cc DEPS cpu_bfloat16_pass) cc_test( test_multi_gru_fuse_pass SRCS mkldnn/multi_gru_fuse_pass_tester.cc DEPS multi_gru_fuse_pass) cc_test( test_multi_gru_seq_fuse_pass SRCS mkldnn/multi_gru_seq_fuse_pass_tester.cc DEPS multi_gru_seq_fuse_pass) set(TEST_FC_RNN_PASS_DEPS fc_gru_fuse_pass fc_lstm_fuse_pass mkldnn_placement_pass) cc_test( test_fc_rnn_mkldnn_fuse_pass SRCS mkldnn/mkldnn_fc_rnn_fuse_pass_tester.cc DEPS ${TEST_FC_RNN_PASS_DEPS}) endif()