diff --git a/BCLOUD b/BCLOUD index 258e96b7f01e8c50a5a9df7a25d0a4c3301351a9..151cbed3b41dcb3bc78bbf8ef41a6641f9215ad6 100644 --- a/BCLOUD +++ b/BCLOUD @@ -1,7 +1,7 @@ WORKROOT('../../../') COMPILER('gcc482') CPPFLAGS('-D_GNU_SOURCE -DNDEBUG') -GLOBAL_CFLAGS_STR = '-g -O3 -pipe ' +GLOBAL_CFLAGS_STR = '-g -O0 -pipe -fopenmp ' CFLAGS(GLOBAL_CFLAGS_STR) GLOBAL_CXXFLAGS_STR = GLOBAL_CFLAGS_STR + ' -std=c++11 ' CXXFLAGS(GLOBAL_CXXFLAGS_STR) @@ -11,7 +11,7 @@ INCPATHS('$OUT/../') INCPATHS('../../third-party') INCPATHS('../../third-party/eigen') INCPATHS('$OUT_ROOT/baidu/third-party/python/output/include/python2.7') -LDFLAGS('-lpthread -lcrypto -lrt -ldl -lssl -lz -lrt -lgomp') +LDFLAGS('-lpthread -lcrypto -lrt -ldl -lssl -lz -lgomp -fopenmp ') CONFIGS('baidu/third-party/any@15595d8324be9e8a9a80d9ae442fdd12bd66df5d@git_branch') CONFIGS('baidu/third-party/boost@v1.41.0@git_branch') CONFIGS('baidu/third-party/c-ares@v1.13.0@git_branch') @@ -35,6 +35,7 @@ CONFIGS('baidu/third-party/gzstream@master@git_branch') CONFIGS('baidu/third-party/pybind11@v2.2.4@git_branch') CONFIGS('baidu/third-party/python@gcc482output@git_branch') CONFIGS('baidu/third-party/yaml-cpp@yaml-cpp_0-6-2-0_GEN_PD_BL@git_tag') +CONFIGS('baidu/third-party/openmpi@openmpi_1-4-5-0-feed_mlarch@git_branch') CONFIGS('third-64/gtest@base') HEADERS('paddle/fluid/memory/*.h', '$INC/paddle/fluid/memory/') @@ -58,15 +59,10 @@ HEADERS('paddle/fluid/inference/api/*.h', '$INC/paddle/fluid/inference/api/') HEADERS(GLOB_GEN_SRCS('paddle/fluid/framework/*pb.h'), '$INC/paddle/fluid/framework') HEADERS(GLOB_GEN_SRCS('paddle/fluid/platform/*pb.h'), '$INC/paddle/fluid/platform') - - - PROTOC('../../third-party/protobuf/bin/protoc') -paddle_fluid_avx_mklml_src = "paddle/fluid/memory/detail/memory_block.cc paddle/fluid/memory/detail/memory_block_desc.cc paddle/fluid/memory/detail/meta_cache.cc paddle/fluid/memory/detail/system_allocator.cc paddle/fluid/memory/detail/buddy_allocator.cc paddle/fluid/memory/allocation/allocator.cc paddle/fluid/memory/allocation/cpu_allocator.cc paddle/fluid/memory/allocation/locked_allocator.cc paddle/fluid/memory/allocation/buffered_allocator.cc paddle/fluid/memory/allocation/best_fit_allocator.cc paddle/fluid/memory/allocation/naive_best_fit_allocator.cc paddle/fluid/memory/allocation/retry_allocator.cc paddle/fluid/memory/allocation/aligned_allocator.cc paddle/fluid/memory/allocation/allocator_strategy.cc paddle/fluid/memory/allocation/allocator_facade.cc paddle/fluid/memory/allocation/auto_growth_best_fit_allocator.cc paddle/fluid/memory/malloc.cc paddle/fluid/memory/memcpy.cc paddle/fluid/platform/profiler.proto paddle/fluid/platform/enforce.cc paddle/fluid/platform/cpu_info.cc paddle/fluid/platform/place.cc paddle/fluid/platform/dynload/dynamic_loader.cc paddle/fluid/platform/dynload/warpctc.cc paddle/fluid/platform/dynload/mklml.cc paddle/fluid/platform/cpu_helper.cc paddle/fluid/platform/temporary_allocator.cc paddle/fluid/platform/device_context.cc paddle/fluid/platform/init.cc paddle/fluid/platform/timer.cc paddle/fluid/platform/lodtensor_printer.cc paddle/fluid/platform/device_tracer.cc paddle/fluid/platform/profiler.cc paddle/fluid/platform/device_memory_aligment.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_optimizer_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_adam_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_sgd_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_momentum_op_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/op_graph_view.cc paddle/fluid/framework/ir/memory_optimize_pass/while_op_eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/recurrent_op_eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/reference_count_pass_helper.cc paddle/fluid/framework/ir/memory_optimize_pass/reference_count_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_optimize_helper.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_optimize_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/inplace_op_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/record_skip_memory_opt_vars_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_reuse_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/buffer_shared_inplace_op_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/modify_op_lock_and_record_event_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_print_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_check_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/sequential_execution_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/fuse_all_reduce_op_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/all_reduce_deps_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/backward_optimizer_op_deps_pass.cc paddle/fluid/framework/ir/node.cc paddle/fluid/framework/ir/graph.cc paddle/fluid/framework/ir/graph_helper.cc paddle/fluid/framework/ir/pass.cc paddle/fluid/framework/ir/graph_traits.cc paddle/fluid/framework/ir/graph_pattern_detector.cc paddle/fluid/framework/ir/fuse_pass_base.cc paddle/fluid/framework/ir/coalesce_grad_tensor_pass.cc paddle/fluid/framework/ir/graph_to_program_pass.cc paddle/fluid/framework/ir/graph_viz_pass.cc paddle/fluid/framework/ir/lock_free_optimize_pass.cc paddle/fluid/framework/ir/fc_fuse_pass.cc paddle/fluid/framework/ir/attention_lstm_fuse_pass.cc paddle/fluid/framework/ir/infer_clean_graph_pass.cc paddle/fluid/framework/ir/fc_lstm_fuse_pass.cc paddle/fluid/framework/ir/embedding_fc_lstm_fuse_pass.cc paddle/fluid/framework/ir/fc_gru_fuse_pass.cc paddle/fluid/framework/ir/seq_concat_fc_fuse_pass.cc paddle/fluid/framework/ir/multi_batch_merge_pass.cc paddle/fluid/framework/ir/conv_bn_fuse_pass.cc paddle/fluid/framework/ir/seqconv_eltadd_relu_fuse_pass.cc paddle/fluid/framework/ir/seqpool_concat_fuse_pass.cc paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.cc paddle/fluid/framework/ir/squared_mat_sub_fuse_pass.cc paddle/fluid/framework/ir/is_test_pass.cc paddle/fluid/framework/ir/conv_elementwise_add_act_fuse_pass.cc paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc paddle/fluid/framework/ir/conv_elementwise_add_fuse_pass.cc paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc paddle/fluid/framework/ir/transpose_flatten_concat_fuse_pass.cc paddle/fluid/framework/ir/identity_scale_op_clean_pass.cc paddle/fluid/framework/ir/sync_batch_norm_pass.cc paddle/fluid/framework/ir/runtime_context_cache_pass.cc paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc paddle/fluid/framework/ir/fillconstant_elementwisemul_fuse.cc paddle/fluid/framework/ir/shuffle_channel_detect_pass.cc paddle/fluid/framework/ir/delete_quant_dequant_op_pass.cc paddle/fluid/framework/ir/fuse_elewise_add_act_pass.cc paddle/fluid/framework/ir/fuse_relu_depthwise_conv_pass.cc paddle/fluid/framework/ir/pass_builder.cc paddle/fluid/framework/details/var_handle.cc paddle/fluid/framework/details/op_handle_base.cc paddle/fluid/framework/details/scale_loss_grad_op_handle.cc paddle/fluid/framework/details/fetch_op_handle.cc paddle/fluid/framework/details/computation_op_handle.cc paddle/fluid/framework/details/rpc_op_handle.cc paddle/fluid/framework/details/fetch_barrier_op_handle.cc paddle/fluid/framework/details/multi_devices_helper.cc paddle/fluid/framework/details/variable_visitor.cc paddle/fluid/framework/details/all_reduce_op_handle.cc paddle/fluid/framework/details/fused_all_reduce_op_handle.cc paddle/fluid/framework/details/reduce_op_handle.cc paddle/fluid/framework/details/broadcast_op_handle.cc paddle/fluid/framework/details/fused_broadcast_op_handle.cc paddle/fluid/framework/details/gather_op_handle.cc paddle/fluid/framework/details/eager_deletion_op_handle.cc paddle/fluid/framework/details/share_tensor_buffer_op_handle.cc paddle/fluid/framework/details/ssa_graph_executor.cc paddle/fluid/framework/details/threaded_ssa_graph_executor.cc paddle/fluid/framework/details/parallel_ssa_graph_executor.cc paddle/fluid/framework/details/async_ssa_graph_executor.cc paddle/fluid/framework/details/scope_buffered_ssa_graph_executor.cc paddle/fluid/framework/details/fast_threaded_ssa_graph_executor.cc paddle/fluid/framework/details/build_strategy.cc paddle/fluid/framework/fleet/fleet_wrapper.cc paddle/fluid/framework/fleet/nccl_wrapper.cc paddle/fluid/framework/io/fs.cc paddle/fluid/framework/io/shell.cc paddle/fluid/framework/framework.proto paddle/fluid/framework/data_feed.proto paddle/fluid/framework/trainer_desc.proto paddle/fluid/framework/ddim.cc paddle/fluid/framework/data_type.cc paddle/fluid/framework/tensor.cc paddle/fluid/framework/tensor_util.cc paddle/fluid/framework/lod_tensor.cc paddle/fluid/framework/garbage_collector.cc paddle/fluid/framework/reader.cc paddle/fluid/framework/threadpool.cc paddle/fluid/framework/var_type_traits.cc paddle/fluid/framework/scope.cc paddle/fluid/framework/scope_pool.cc paddle/fluid/framework/data_device_transform.cc paddle/fluid/framework/data_type_transform.cc paddle/fluid/framework/data_layout_transform.cc paddle/fluid/framework/data_transform.cc paddle/fluid/framework/attribute.cc paddle/fluid/framework/op_proto_maker.cc paddle/fluid/framework/op_info.cc paddle/fluid/framework/shape_inference.cc paddle/fluid/framework/transfer_scope_cache.cc paddle/fluid/framework/op_kernel_type.cc paddle/fluid/framework/operator.cc paddle/fluid/framework/version.cc paddle/fluid/framework/var_desc.cc paddle/fluid/framework/op_desc.cc paddle/fluid/framework/block_desc.cc paddle/fluid/framework/program_desc.cc paddle/fluid/framework/op_registry.cc paddle/fluid/framework/lod_rank_table.cc paddle/fluid/framework/feed_fetch_method.cc paddle/fluid/framework/variable_helper.cc paddle/fluid/framework/naive_executor.cc paddle/fluid/framework/executor_gc_helper.cc paddle/fluid/framework/executor.cc paddle/fluid/framework/multi_trainer.cc paddle/fluid/framework/pipeline_trainer.cc paddle/fluid/framework/dataset_factory.cc paddle/fluid/framework/dist_multi_trainer.cc paddle/fluid/framework/trainer_factory.cc paddle/fluid/framework/trainer.cc paddle/fluid/framework/data_feed_factory.cc paddle/fluid/framework/data_feed.cc paddle/fluid/framework/device_worker.cc paddle/fluid/framework/hogwild_worker.cc paddle/fluid/framework/downpour_worker.cc paddle/fluid/framework/pull_dense_worker.cc paddle/fluid/framework/section_worker.cc paddle/fluid/framework/device_worker_factory.cc paddle/fluid/framework/data_set.cc paddle/fluid/framework/parallel_executor.cc paddle/fluid/framework/prune.cc paddle/fluid/framework/selected_rows.cc paddle/fluid/framework/dlpack_tensor.cc paddle/fluid/imperative/flags.cc paddle/fluid/operators/math/detail/avx_functions.cc paddle/fluid/operators/math/concat_and_split.cc paddle/fluid/operators/math/context_project.cc paddle/fluid/operators/math/cross_entropy.cc paddle/fluid/operators/math/cos_sim_functor.cc paddle/fluid/operators/math/im2col.cc paddle/fluid/operators/math/sample_prob.cc paddle/fluid/operators/math/sampler.cc paddle/fluid/operators/math/gru_compute.cc paddle/fluid/operators/math/lstm_compute.cc paddle/fluid/operators/math/blas.cc paddle/fluid/operators/math/math_function.cc paddle/fluid/operators/math/maxouting.cc paddle/fluid/operators/math/pooling.cc paddle/fluid/operators/math/selected_rows_functor.cc paddle/fluid/operators/math/sequence2batch.cc paddle/fluid/operators/math/sequence_padding.cc paddle/fluid/operators/math/sequence_pooling.cc paddle/fluid/operators/math/sequence_scale.cc paddle/fluid/operators/math/softmax.cc paddle/fluid/operators/math/beam_search.cc paddle/fluid/operators/math/matrix_bit_code.cc paddle/fluid/operators/math/unpooling.cc paddle/fluid/operators/math/vol2col.cc paddle/fluid/operators/math/tree2col.cc paddle/fluid/operators/controlflow/feed_op.cc paddle/fluid/operators/controlflow/logical_op.cc paddle/fluid/operators/controlflow/while_op.cc paddle/fluid/operators/controlflow/get_places_op.cc paddle/fluid/operators/controlflow/fetch_op.cc paddle/fluid/operators/controlflow/compare_op.cc paddle/fluid/operators/controlflow/conditional_block_infer_op.cc paddle/fluid/operators/controlflow/conditional_block_op.cc paddle/fluid/operators/controlflow/tensor_array_read_write_op.cc paddle/fluid/operators/controlflow/op_variant.cc paddle/fluid/operators/controlflow/recurrent_op_helper.cc paddle/fluid/operators/controlflow/while_op_helper.cc paddle/fluid/operators/detection/bipartite_match_op.cc paddle/fluid/operators/detection/box_coder_op.cc paddle/fluid/operators/detection/iou_similarity_op.cc paddle/fluid/operators/detection/mine_hard_examples_op.cc paddle/fluid/operators/detection/multiclass_nms_op.cc paddle/fluid/operators/detection/poly_util.cc paddle/fluid/operators/detection/gpc.cc paddle/fluid/operators/detection/prior_box_op.cc paddle/fluid/operators/detection/density_prior_box_op.cc paddle/fluid/operators/detection/anchor_generator_op.cc paddle/fluid/operators/detection/target_assign_op.cc paddle/fluid/operators/detection/polygon_box_transform_op.cc paddle/fluid/operators/detection/rpn_target_assign_op.cc paddle/fluid/operators/detection/generate_proposal_labels_op.cc paddle/fluid/operators/detection/box_clip_op.cc paddle/fluid/operators/detection/yolov3_loss_op.cc paddle/fluid/operators/detection/yolo_box_op.cc paddle/fluid/operators/detection/box_decoder_and_assign_op.cc paddle/fluid/operators/detection/sigmoid_focal_loss_op.cc paddle/fluid/operators/detection/retinanet_detection_output_op.cc paddle/fluid/operators/detection/generate_proposals_op.cc paddle/fluid/operators/detection/distribute_fpn_proposals_op.cc paddle/fluid/operators/detection/collect_fpn_proposals_op.cc paddle/fluid/operators/detection/roi_perspective_transform_op.cc paddle/fluid/operators/detection/mask_util.cc paddle/fluid/operators/detection/generate_mask_labels_op.cc paddle/fluid/operators/elementwise/elementwise_mod_op.cc paddle/fluid/operators/elementwise/elementwise_floordiv_op.cc paddle/fluid/operators/elementwise/elementwise_max_op.cc paddle/fluid/operators/elementwise/elementwise_pow_op.cc paddle/fluid/operators/elementwise/elementwise_sub_op.cc paddle/fluid/operators/elementwise/elementwise_add_op.cc paddle/fluid/operators/elementwise/elementwise_min_op.cc paddle/fluid/operators/elementwise/elementwise_div_op.cc paddle/fluid/operators/elementwise/elementwise_mul_op.cc paddle/fluid/operators/fused/fusion_squared_mat_sub_op.cc paddle/fluid/operators/fused/fusion_seqpool_concat_op.cc paddle/fluid/operators/fused/fused_embedding_fc_lstm_op.cc paddle/fluid/operators/fused/fusion_seqexpand_concat_fc_op.cc paddle/fluid/operators/fused/fused_embedding_seq_pool_op.cc paddle/fluid/operators/fused/fusion_seqconv_eltadd_relu_op.cc paddle/fluid/operators/fused/fusion_gru_op.cc paddle/fluid/operators/fused/fusion_repeated_fc_relu_op.cc paddle/fluid/operators/fused/fusion_lstm_op.cc paddle/fluid/operators/fused/fused_elemwise_activation_op.cc paddle/fluid/operators/metrics/accuracy_op.cc paddle/fluid/operators/metrics/precision_recall_op.cc paddle/fluid/operators/metrics/auc_op.cc paddle/fluid/operators/optimizers/adamax_op.cc paddle/fluid/operators/optimizers/sgd_op.cc paddle/fluid/operators/optimizers/lars_momentum_op.cc paddle/fluid/operators/optimizers/adagrad_op.cc paddle/fluid/operators/optimizers/ftrl_op.cc paddle/fluid/operators/optimizers/momentum_op.cc paddle/fluid/operators/optimizers/adadelta_op.cc paddle/fluid/operators/optimizers/rmsprop_op.cc paddle/fluid/operators/optimizers/lamb_op.cc paddle/fluid/operators/optimizers/proximal_gd_op.cc paddle/fluid/operators/optimizers/proximal_adagrad_op.cc paddle/fluid/operators/optimizers/adam_op.cc paddle/fluid/operators/optimizers/decayed_adagrad_op.cc paddle/fluid/operators/reduce_ops/reduce_all_op.cc paddle/fluid/operators/reduce_ops/reduce_min_op.cc paddle/fluid/operators/reduce_ops/reduce_sum_op.cc paddle/fluid/operators/reduce_ops/reduce_any_op.cc paddle/fluid/operators/reduce_ops/reduce_max_op.cc paddle/fluid/operators/reduce_ops/reduce_mean_op.cc paddle/fluid/operators/reduce_ops/reduce_prod_op.cc paddle/fluid/operators/sequence_ops/sequence_erase_op.cc paddle/fluid/operators/sequence_ops/sequence_unpad_op.cc paddle/fluid/operators/sequence_ops/sequence_mask_op.cc paddle/fluid/operators/sequence_ops/sequence_expand_op.cc paddle/fluid/operators/sequence_ops/sequence_pad_op.cc paddle/fluid/operators/sequence_ops/sequence_enumerate_op.cc paddle/fluid/operators/sequence_ops/sequence_slice_op.cc paddle/fluid/operators/sequence_ops/sequence_softmax_op.cc paddle/fluid/operators/sequence_ops/sequence_expand_as_op.cc paddle/fluid/operators/sequence_ops/sequence_pool_op.cc paddle/fluid/operators/sequence_ops/sequence_reverse_op.cc paddle/fluid/operators/sequence_ops/sequence_scatter_op.cc paddle/fluid/operators/sequence_ops/sequence_conv_op.cc paddle/fluid/operators/sequence_ops/sequence_concat_op.cc paddle/fluid/operators/sequence_ops/sequence_reshape_op.cc paddle/fluid/operators/jit/helper.cc paddle/fluid/operators/jit/kernel_key.cc paddle/fluid/operators/jit/gen_base.cc paddle/fluid/operators/jit/kernel_pool.cc paddle/fluid/operators/jit/refer/refer.cc paddle/fluid/operators/jit/more/mkl/mkl.cc paddle/fluid/operators/jit/more/intrinsic/layer_norm.cc paddle/fluid/operators/jit/more/intrinsic/crf_decoding.cc paddle/fluid/operators/jit/more/mix/mix.cc paddle/fluid/operators/jit/gen/sgd.cc paddle/fluid/operators/jit/gen/hopv.cc paddle/fluid/operators/jit/gen/lstm.cc paddle/fluid/operators/jit/gen/gru.cc paddle/fluid/operators/jit/gen/vbroadcast.cc paddle/fluid/operators/jit/gen/matmul.cc paddle/fluid/operators/jit/gen/seqpool.cc paddle/fluid/operators/jit/gen/embseqpool.cc paddle/fluid/operators/jit/gen/act.cc paddle/fluid/operators/jit/gen/blas.cc paddle/fluid/operators/reader/reader_op_registry.cc paddle/fluid/operators/reader/py_reader.cc paddle/fluid/operators/reader/buffered_reader.cc paddle/fluid/operators/reader/open_files_op.cc paddle/fluid/operators/reader/create_random_data_generator_op.cc paddle/fluid/operators/reader/create_shuffle_reader_op.cc paddle/fluid/operators/reader/create_batch_reader_op.cc paddle/fluid/operators/reader/create_recordio_file_reader_op.cc paddle/fluid/operators/reader/create_double_buffer_reader_op.cc paddle/fluid/operators/reader/create_multi_pass_reader_op.cc paddle/fluid/operators/reader/create_custom_reader_op.cc paddle/fluid/operators/reader/create_py_reader_op.cc paddle/fluid/operators/reader/read_op.cc paddle/fluid/operators/increment_op.cc paddle/fluid/operators/stack_op.cc paddle/fluid/operators/fc_op.cc paddle/fluid/operators/assign_op.cc paddle/fluid/operators/load_op.cc paddle/fluid/operators/fill_op.cc paddle/fluid/operators/reorder_lod_tensor_by_rank_op.cc paddle/fluid/operators/conv_shift_op.cc paddle/fluid/operators/fill_zeros_like_op.cc paddle/fluid/operators/hash_op.cc paddle/fluid/operators/dequantize_op.cc paddle/fluid/operators/fake_quantize_op.cc paddle/fluid/operators/size_op.cc paddle/fluid/operators/scatter_op.cc paddle/fluid/operators/uniform_random_op.cc paddle/fluid/operators/beam_search_op.cc paddle/fluid/operators/beam_search_decode_op.cc paddle/fluid/operators/dropout_op.cc paddle/fluid/operators/interpolate_op.cc paddle/fluid/operators/sampling_id_op.cc paddle/fluid/operators/lstm_op.cc paddle/fluid/operators/modified_huber_loss_op.cc paddle/fluid/operators/temporal_shift_op.cc paddle/fluid/operators/sum_op.cc paddle/fluid/operators/arg_min_op.cc paddle/fluid/operators/psroi_pool_op.cc paddle/fluid/operators/uniform_random_batch_size_like_op.cc paddle/fluid/operators/rnn_memory_helper_op.cc paddle/fluid/operators/crf_decoding_op.cc paddle/fluid/operators/where_op.cc paddle/fluid/operators/fake_dequantize_op.cc paddle/fluid/operators/mean_iou_op.cc paddle/fluid/operators/roi_align_op.cc paddle/fluid/operators/range_op.cc paddle/fluid/operators/edit_distance_op.cc paddle/fluid/operators/multiplex_op.cc paddle/fluid/operators/clip_op.cc paddle/fluid/operators/gaussian_random_op.cc paddle/fluid/operators/norm_op.cc paddle/fluid/operators/rank_loss_op.cc paddle/fluid/operators/detection_map_op.cc paddle/fluid/operators/lstm_unit_op.cc paddle/fluid/operators/shard_index_op.cc paddle/fluid/operators/shape_op.cc paddle/fluid/operators/arg_max_op.cc paddle/fluid/operators/average_accumulates_op.cc paddle/fluid/operators/requantize_op.cc paddle/fluid/operators/conv_op.cc paddle/fluid/operators/add_position_encoding_op.cc paddle/fluid/operators/gru_unit_op.cc paddle/fluid/operators/batch_norm_op.cc paddle/fluid/operators/chunk_eval_op.cc paddle/fluid/operators/lod_rank_table_op.cc paddle/fluid/operators/unsqueeze_op.cc paddle/fluid/operators/positive_negative_pair_op.cc paddle/fluid/operators/im2sequence_op.cc paddle/fluid/operators/margin_rank_loss_op.cc paddle/fluid/operators/hinge_loss_op.cc paddle/fluid/operators/cvm_op.cc paddle/fluid/operators/huber_loss_op.cc paddle/fluid/operators/crop_op.cc paddle/fluid/operators/activation_op.cc paddle/fluid/operators/hierarchical_sigmoid_op.cc paddle/fluid/operators/unfold_op.cc paddle/fluid/operators/max_sequence_len_op.cc paddle/fluid/operators/mul_op.cc paddle/fluid/operators/attention_lstm_op.cc paddle/fluid/operators/top_k_op.cc paddle/fluid/operators/group_norm_op.cc paddle/fluid/operators/selu_op.cc paddle/fluid/operators/lstmp_op.cc paddle/fluid/operators/merge_lod_tensor_op.cc paddle/fluid/operators/truncated_gaussian_random_op.cc paddle/fluid/operators/label_smooth_op.cc paddle/fluid/operators/matmul_op.cc paddle/fluid/operators/spp_op.cc paddle/fluid/operators/unstack_op.cc paddle/fluid/operators/conv_transpose_op.cc paddle/fluid/operators/diag_op.cc paddle/fluid/operators/unpool_op.cc paddle/fluid/operators/lod_array_length_op.cc paddle/fluid/operators/affine_channel_op.cc paddle/fluid/operators/log_loss_op.cc paddle/fluid/operators/concat_op.cc paddle/fluid/operators/lod_tensor_to_array_op.cc paddle/fluid/operators/gru_op.cc paddle/fluid/operators/coalesce_tensor_op.cc paddle/fluid/operators/fsp_op.cc paddle/fluid/operators/linspace_op.cc paddle/fluid/operators/reverse_op.cc paddle/fluid/operators/recurrent_op.cc paddle/fluid/operators/split_selected_rows_op.cc paddle/fluid/operators/dgc_clip_by_norm_op.cc paddle/fluid/operators/scale_op.cc paddle/fluid/operators/save_op.cc paddle/fluid/operators/load_combine_op.cc paddle/fluid/operators/merge_selected_rows_op.cc paddle/fluid/operators/split_op.cc paddle/fluid/operators/cumsum_op.cc paddle/fluid/operators/deformable_psroi_pooling_op.cc paddle/fluid/operators/teacher_student_sigmoid_loss_op.cc paddle/fluid/operators/transpose_op.cc paddle/fluid/operators/fill_constant_batch_size_like_op.cc paddle/fluid/operators/sigmoid_cross_entropy_with_logits_op.cc paddle/fluid/operators/shuffle_channel_op.cc paddle/fluid/operators/affine_grid_op.cc paddle/fluid/operators/split_lod_tensor_op.cc paddle/fluid/operators/grid_sampler_op.cc paddle/fluid/operators/lookup_table_op.cc paddle/fluid/operators/cos_sim_op.cc paddle/fluid/operators/quantize_op.cc paddle/fluid/operators/spectral_norm_op.cc paddle/fluid/operators/cross_entropy_op.cc paddle/fluid/operators/print_op.cc paddle/fluid/operators/lrn_op.cc paddle/fluid/operators/nce_op.cc paddle/fluid/operators/similarity_focus_op.cc paddle/fluid/operators/get_tensor_from_selected_rows_op.cc paddle/fluid/operators/squared_l2_distance_op.cc paddle/fluid/operators/cudnn_lstm_op.cc paddle/fluid/operators/tree_conv_op.cc paddle/fluid/operators/one_hot_op.cc paddle/fluid/operators/lookup_sparse_table_op.cc paddle/fluid/operators/unique_op.cc paddle/fluid/operators/mean_op.cc paddle/fluid/operators/prelu_op.cc paddle/fluid/operators/delete_var_op.cc paddle/fluid/operators/ctc_align_op.cc paddle/fluid/operators/argsort_op.cc paddle/fluid/operators/data_norm_op.cc paddle/fluid/operators/minus_op.cc paddle/fluid/operators/shrink_rnn_memory_op.cc paddle/fluid/operators/lod_reset_op.cc paddle/fluid/operators/l1_norm_op.cc paddle/fluid/operators/gaussian_random_batch_size_like_op.cc paddle/fluid/operators/is_empty_op.cc paddle/fluid/operators/bilinear_tensor_product_op.cc paddle/fluid/operators/kldiv_loss_op.cc paddle/fluid/operators/squeeze_op.cc paddle/fluid/operators/softmax_op.cc paddle/fluid/operators/clip_by_norm_op.cc paddle/fluid/operators/pool_with_index_op.cc paddle/fluid/operators/linear_chain_crf_op.cc paddle/fluid/operators/reshape_op.cc paddle/fluid/operators/fill_constant_op.cc paddle/fluid/operators/space_to_depth_op.cc paddle/fluid/operators/gather_op.cc paddle/fluid/operators/softmax_with_cross_entropy_op.cc paddle/fluid/operators/slice_op.cc paddle/fluid/operators/sign_op.cc paddle/fluid/operators/expand_op.cc paddle/fluid/operators/smooth_l1_loss_op.cc paddle/fluid/operators/tensor_array_to_tensor_op.cc paddle/fluid/operators/row_conv_op.cc paddle/fluid/operators/pad2d_op.cc paddle/fluid/operators/pixel_shuffle_op.cc paddle/fluid/operators/assign_value_op.cc paddle/fluid/operators/random_crop_op.cc paddle/fluid/operators/squared_l2_norm_op.cc paddle/fluid/operators/save_combine_op.cc paddle/fluid/operators/pool_op.cc paddle/fluid/operators/cast_op.cc paddle/fluid/operators/array_to_lod_tensor_op.cc paddle/fluid/operators/fill_any_like_op.cc paddle/fluid/operators/flatten_op.cc paddle/fluid/operators/sample_logits_op.cc paddle/fluid/operators/pad_op.cc paddle/fluid/operators/bpr_loss_op.cc paddle/fluid/operators/roi_pool_op.cc paddle/fluid/operators/pad_constant_like_op.cc paddle/fluid/operators/isfinite_op.cc paddle/fluid/operators/layer_norm_op.cc paddle/fluid/operators/maxout_op.cc paddle/fluid/operators/warpctc_op.cc paddle/fluid/string/piece.cc paddle/fluid/string/pretty_log.cc paddle/fluid/string/string_helper.cc paddle/fluid/recordio/header.cc paddle/fluid/recordio/chunk.cc paddle/fluid/recordio/writer.cc paddle/fluid/recordio/scanner.cc paddle/fluid/inference/io.cc paddle/fluid/inference/analysis/ir_passes/subgraph_detector.cc paddle/fluid/inference/analysis/ir_passes/subgraph_util.cc paddle/fluid/inference/analysis/passes/ir_graph_build_pass.cc paddle/fluid/inference/analysis/passes/ir_analysis_pass.cc paddle/fluid/inference/analysis/passes/memory_optimize_pass.cc paddle/fluid/inference/analysis/passes/ir_params_sync_among_devices_pass.cc paddle/fluid/inference/analysis/passes/ir_graph_to_program_pass.cc paddle/fluid/inference/analysis/passes/adjust_cudnn_workspace_size_pass.cc paddle/fluid/inference/analysis/passes/inference_op_replace_pass.cc paddle/fluid/inference/analysis/passes/passes.cc paddle/fluid/inference/analysis/helper.cc paddle/fluid/inference/analysis/ir_pass_manager.cc paddle/fluid/inference/analysis/argument.cc paddle/fluid/inference/analysis/analysis_pass.cc paddle/fluid/inference/analysis/analyzer.cc paddle/fluid/inference/utils/benchmark.cc paddle/fluid/inference/api/api.cc paddle/fluid/inference/api/api_impl.cc paddle/fluid/inference/api/helper.cc paddle/fluid/inference/api/analysis_predictor.cc paddle/fluid/inference/api/details/zero_copy_tensor.cc paddle/fluid/inference/api/details/reset_tensor_array.cc paddle/fluid/inference/api/analysis_config.cc paddle/fluid/inference/api/paddle_pass_builder.cc" -paddle_fluid_avx_mklml_src += ' paddle/fluid/framework/revision.cc' -StaticLibrary('paddle_fluid_avx_mklml', Sources(paddle_fluid_avx_mklml_src, CppFlags('-DHPPL_STUB_FUNC -DLAPACK_FOUND -DPADDLE_DISABLE_PROFILER -DPADDLE_NO_PYTHON -DPADDLE_ON_INFERENCE -DPADDLE_USE_DSO -DPADDLE_USE_PTHREAD_BARRIER -DPADDLE_USE_PTHREAD_SPINLOCK -DPADDLE_VERSION=0.0.0 -DPADDLE_WITH_AVX -DPADDLE_WITH_MKLML -DPADDLE_WITH_XBYAK -DXBYAK64 -DXBYAK_NO_OP_NAMES -D_GNU_SOURCE -D__STDC_LIMIT_MACROS -DPYBIND_AVX_MKLML' + r" -DPADDLE_REVISION=\"%s@%s@%s\"" % (REPO_URL(), REPO_BRANCH(), REPO_REVISION())), CFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O3 -DNDEBUG '), CxxFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O3 -DNDEBUG '))) -SharedLibrary('paddle_fluid_avx_mklml', Sources(paddle_fluid_avx_mklml_src, CppFlags('-DHPPL_STUB_FUNC -DLAPACK_FOUND -DPADDLE_DISABLE_PROFILER -DPADDLE_NO_PYTHON -DPADDLE_ON_INFERENCE -DPADDLE_USE_DSO -DPADDLE_USE_PTHREAD_BARRIER -DPADDLE_USE_PTHREAD_SPINLOCK -DPADDLE_VERSION=0.0.0 -DPADDLE_WITH_AVX -DPADDLE_WITH_MKLML -DPADDLE_WITH_XBYAK -DXBYAK64 -DXBYAK_NO_OP_NAMES -D_GNU_SOURCE -D__STDC_LIMIT_MACROS -DPYBIND_AVX_MKLML' + r" -DPADDLE_REVISION=\"%s@%s@%s\"" % (REPO_URL(), REPO_BRANCH(), REPO_REVISION())), CFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O3 -DNDEBUG '), CxxFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O3 -DNDEBUG ')), LinkDeps(True)) +#proto +StaticLibrary("fake_paddle_proto", Sources(GLOB("paddle/fluid/framework/*.proto"), GLOB("paddle/fluid/platform/*.proto"))) #feed HEADERS('paddle/fluid/train/custom_trainer/feed/*.h', '$INC/paddle/fluid/train/custom_trainer/feed/') @@ -77,33 +73,28 @@ HEADERS('paddle/fluid/train/custom_trainer/feed/dataset/*.h', '$INC/paddle/fluid HEADERS('paddle/fluid/train/custom_trainer/feed/process/*.h', '$INC/paddle/fluid/train/custom_trainer/feed/process/') HEADERS('paddle/fluid/train/custom_trainer/feed/shuffler/*.h', '$INC/paddle/fluid/train/custom_trainer/feed/shuffler/') HEADERS('paddle/fluid/train/custom_trainer/feed/accessor/*.h', '$INC/paddle/fluid/train/custom_trainer/feed/accessor/') +HEADERS('paddle/fluid/train/custom_trainer/feed/io/*.h', '$INC/paddle/fluid/train/custom_trainer/feed/io/') NEED_OUTPUT("baidu/third-party/mklml") +NEED_OUTPUT("baidu/third-party/openmpi") OUTPUT('paddle/fluid/train/custom_trainer/feed/conf', '$OUT') OUTPUT('paddle/fluid/train/custom_trainer/feed/scripts', '$OUT') +OUTPUT('paddle/fluid/train/custom_trainer/feed/so', '$OUT') def UT_FILE(filename): UT_DIR = 'paddle/fluid/train/custom_trainer/feed/unit_test' + import os return os.path.join(UT_DIR, filename) -CPPFLAGS('-DPYBIND_AVX_MKLML') # for paddle with avx and mklml - custom_trainer_src = GLOB('paddle/fluid/train/custom_trainer/feed/*/*.cc', Exclude(UT_FILE('*'))) -Application('feed_trainer', Sources('paddle/fluid/train/custom_trainer/feed/main.cc', custom_trainer_src), CppFlags('-DHPPL_STUB_FUNC -DLAPACK_FOUND -DPADDLE_DISABLE_PROFILER -DPADDLE_NO_PYTHON -DCUSTOM_TRAINER -DPADDLE_ON_INFERENCE -DPADDLE_USE_DSO -DPADDLE_USE_PTHREAD_BARRIER -DPADDLE_USE_PTHREAD_SPINLOCK -DPADDLE_VERSION=0.0.0 -DPADDLE_WITH_AVX -DPADDLE_WITH_MKLML -DPADDLE_WITH_XBYAK -DXBYAK64 -DXBYAK_NO_OP_NAMES -D_GNU_SOURCE -D__STDC_LIMIT_MACROS -DPYBIND_AVX_MKLML' + r" -DPADDLE_REVISION=\"%s@%s@%s\"" % (REPO_URL(), REPO_BRANCH(), REPO_REVISION())), CFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O3 -DNDEBUG '), CxxFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O3 -DNDEBUG '), Libraries('$OUT/lib/libpaddle_fluid_avx_mklml.a')) -#feed unit test +CPPFLAGS_STR = '-DHPPL_STUB_FUNC -DLAPACK_FOUND -DPADDLE_DISABLE_PROFILER -DPADDLE_NO_PYTHON -DCUSTOM_TRAINER -DPADDLE_ON_INFERENCE -DPADDLE_USE_DSO -DPADDLE_USE_PTHREAD_BARRIER -DPADDLE_USE_PTHREAD_SPINLOCK -DPADDLE_VERSION=0.0.0 -DPADDLE_WITH_AVX -DPADDLE_WITH_MKLML -DPADDLE_WITH_XBYAK -DXBYAK64 -DXBYAK_NO_OP_NAMES -D_GNU_SOURCE -D__STDC_LIMIT_MACROS -DPYBIND_AVX_MKLML' + r" -DPADDLE_REVISION=\"%s@%s@%s\"" % (REPO_URL(), REPO_BRANCH(), REPO_REVISION()) -UT_MAIN = UT_FILE('main.cc') -UT_CPPFLAGS_STR = '-DHPPL_STUB_FUNC -DLAPACK_FOUND -DPADDLE_DISABLE_PROFILER -DPADDLE_NO_PYTHON -DCUSTOM_TRAINER -DPADDLE_ON_INFERENCE -DPADDLE_USE_DSO -DPADDLE_USE_PTHREAD_BARRIER -DPADDLE_USE_PTHREAD_SPINLOCK -DPADDLE_VERSION=0.0.0 -DPADDLE_WITH_AVX -DPADDLE_WITH_MKLML -DPADDLE_WITH_XBYAK -DXBYAK64 -DXBYAK_NO_OP_NAMES -D_GNU_SOURCE -D__STDC_LIMIT_MACROS -DPYBIND_AVX_MKLML' + r" -DPADDLE_REVISION=\"%s@%s@%s\"" % (REPO_URL(), REPO_BRANCH(), REPO_REVISION()) -UT_CFLAGS_STR = '-m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O3 -DNDEBUG ' -UT_CXXFLAGS_STR = '-std=c++11' + UT_CFLAGS_STR -# UTApplication('test_executor', Sources(UT_MAIN, UT_FILE('test_executor.cc'), custom_trainer_src), CppFlags(UT_CPPFLAGS_STR), CFlags(UT_CFLAGS_STR), CxxFlags(UT_CXXFLAGS_STR), Libraries('$OUT/lib/libpaddle_fluid_avx_mklml.a')) +CFLAGS_STR = '-m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O0 -DNDEBUG ' +CXXFLAGS_STR = '-std=c++11 ' + CFLAGS_STR - -paddle_fluid_noavx_openblas_src = "paddle/fluid/memory/detail/memory_block.cc paddle/fluid/memory/detail/memory_block_desc.cc paddle/fluid/memory/detail/meta_cache.cc paddle/fluid/memory/detail/system_allocator.cc paddle/fluid/memory/detail/buddy_allocator.cc paddle/fluid/memory/allocation/allocator.cc paddle/fluid/memory/allocation/cpu_allocator.cc paddle/fluid/memory/allocation/locked_allocator.cc paddle/fluid/memory/allocation/buffered_allocator.cc paddle/fluid/memory/allocation/best_fit_allocator.cc paddle/fluid/memory/allocation/naive_best_fit_allocator.cc paddle/fluid/memory/allocation/retry_allocator.cc paddle/fluid/memory/allocation/aligned_allocator.cc paddle/fluid/memory/allocation/allocator_strategy.cc paddle/fluid/memory/allocation/allocator_facade.cc paddle/fluid/memory/allocation/auto_growth_best_fit_allocator.cc paddle/fluid/memory/malloc.cc paddle/fluid/memory/memcpy.cc paddle/fluid/platform/profiler.proto paddle/fluid/platform/enforce.cc paddle/fluid/platform/cpu_info.cc paddle/fluid/platform/place.cc paddle/fluid/platform/dynload/dynamic_loader.cc paddle/fluid/platform/dynload/warpctc.cc paddle/fluid/platform/cpu_helper.cc paddle/fluid/platform/temporary_allocator.cc paddle/fluid/platform/device_context.cc paddle/fluid/platform/init.cc paddle/fluid/platform/timer.cc paddle/fluid/platform/lodtensor_printer.cc paddle/fluid/platform/device_tracer.cc paddle/fluid/platform/profiler.cc paddle/fluid/platform/device_memory_aligment.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_optimizer_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_adam_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_sgd_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_momentum_op_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/op_graph_view.cc paddle/fluid/framework/ir/memory_optimize_pass/while_op_eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/recurrent_op_eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/reference_count_pass_helper.cc paddle/fluid/framework/ir/memory_optimize_pass/reference_count_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_optimize_helper.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_optimize_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/inplace_op_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/record_skip_memory_opt_vars_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_reuse_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/buffer_shared_inplace_op_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/modify_op_lock_and_record_event_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_print_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_check_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/sequential_execution_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/fuse_all_reduce_op_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/all_reduce_deps_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/backward_optimizer_op_deps_pass.cc paddle/fluid/framework/ir/node.cc paddle/fluid/framework/ir/graph.cc paddle/fluid/framework/ir/graph_helper.cc paddle/fluid/framework/ir/pass.cc paddle/fluid/framework/ir/graph_traits.cc paddle/fluid/framework/ir/graph_pattern_detector.cc paddle/fluid/framework/ir/fuse_pass_base.cc paddle/fluid/framework/ir/coalesce_grad_tensor_pass.cc paddle/fluid/framework/ir/graph_to_program_pass.cc paddle/fluid/framework/ir/graph_viz_pass.cc paddle/fluid/framework/ir/lock_free_optimize_pass.cc paddle/fluid/framework/ir/fc_fuse_pass.cc paddle/fluid/framework/ir/attention_lstm_fuse_pass.cc paddle/fluid/framework/ir/infer_clean_graph_pass.cc paddle/fluid/framework/ir/fc_lstm_fuse_pass.cc paddle/fluid/framework/ir/embedding_fc_lstm_fuse_pass.cc paddle/fluid/framework/ir/fc_gru_fuse_pass.cc paddle/fluid/framework/ir/seq_concat_fc_fuse_pass.cc paddle/fluid/framework/ir/multi_batch_merge_pass.cc paddle/fluid/framework/ir/conv_bn_fuse_pass.cc paddle/fluid/framework/ir/seqconv_eltadd_relu_fuse_pass.cc paddle/fluid/framework/ir/seqpool_concat_fuse_pass.cc paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.cc paddle/fluid/framework/ir/squared_mat_sub_fuse_pass.cc paddle/fluid/framework/ir/is_test_pass.cc paddle/fluid/framework/ir/conv_elementwise_add_act_fuse_pass.cc paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc paddle/fluid/framework/ir/conv_elementwise_add_fuse_pass.cc paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc paddle/fluid/framework/ir/transpose_flatten_concat_fuse_pass.cc paddle/fluid/framework/ir/identity_scale_op_clean_pass.cc paddle/fluid/framework/ir/sync_batch_norm_pass.cc paddle/fluid/framework/ir/runtime_context_cache_pass.cc paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc paddle/fluid/framework/ir/fillconstant_elementwisemul_fuse.cc paddle/fluid/framework/ir/shuffle_channel_detect_pass.cc paddle/fluid/framework/ir/delete_quant_dequant_op_pass.cc paddle/fluid/framework/ir/fuse_elewise_add_act_pass.cc paddle/fluid/framework/ir/fuse_relu_depthwise_conv_pass.cc paddle/fluid/framework/ir/pass_builder.cc paddle/fluid/framework/details/var_handle.cc paddle/fluid/framework/details/op_handle_base.cc paddle/fluid/framework/details/scale_loss_grad_op_handle.cc paddle/fluid/framework/details/fetch_op_handle.cc paddle/fluid/framework/details/computation_op_handle.cc paddle/fluid/framework/details/rpc_op_handle.cc paddle/fluid/framework/details/fetch_barrier_op_handle.cc paddle/fluid/framework/details/multi_devices_helper.cc paddle/fluid/framework/details/variable_visitor.cc paddle/fluid/framework/details/all_reduce_op_handle.cc paddle/fluid/framework/details/fused_all_reduce_op_handle.cc paddle/fluid/framework/details/reduce_op_handle.cc paddle/fluid/framework/details/broadcast_op_handle.cc paddle/fluid/framework/details/fused_broadcast_op_handle.cc paddle/fluid/framework/details/gather_op_handle.cc paddle/fluid/framework/details/eager_deletion_op_handle.cc paddle/fluid/framework/details/share_tensor_buffer_op_handle.cc paddle/fluid/framework/details/ssa_graph_executor.cc paddle/fluid/framework/details/threaded_ssa_graph_executor.cc paddle/fluid/framework/details/parallel_ssa_graph_executor.cc paddle/fluid/framework/details/async_ssa_graph_executor.cc paddle/fluid/framework/details/scope_buffered_ssa_graph_executor.cc paddle/fluid/framework/details/fast_threaded_ssa_graph_executor.cc paddle/fluid/framework/details/build_strategy.cc paddle/fluid/framework/fleet/fleet_wrapper.cc paddle/fluid/framework/fleet/nccl_wrapper.cc paddle/fluid/framework/io/fs.cc paddle/fluid/framework/io/shell.cc paddle/fluid/framework/framework.proto paddle/fluid/framework/data_feed.proto paddle/fluid/framework/trainer_desc.proto paddle/fluid/framework/ddim.cc paddle/fluid/framework/data_type.cc paddle/fluid/framework/tensor.cc paddle/fluid/framework/tensor_util.cc paddle/fluid/framework/lod_tensor.cc paddle/fluid/framework/garbage_collector.cc paddle/fluid/framework/reader.cc paddle/fluid/framework/threadpool.cc paddle/fluid/framework/var_type_traits.cc paddle/fluid/framework/scope.cc paddle/fluid/framework/scope_pool.cc paddle/fluid/framework/data_device_transform.cc paddle/fluid/framework/data_type_transform.cc paddle/fluid/framework/data_layout_transform.cc paddle/fluid/framework/data_transform.cc paddle/fluid/framework/attribute.cc paddle/fluid/framework/op_proto_maker.cc paddle/fluid/framework/op_info.cc paddle/fluid/framework/shape_inference.cc paddle/fluid/framework/transfer_scope_cache.cc paddle/fluid/framework/op_kernel_type.cc paddle/fluid/framework/operator.cc paddle/fluid/framework/version.cc paddle/fluid/framework/var_desc.cc paddle/fluid/framework/op_desc.cc paddle/fluid/framework/block_desc.cc paddle/fluid/framework/program_desc.cc paddle/fluid/framework/op_registry.cc paddle/fluid/framework/lod_rank_table.cc paddle/fluid/framework/feed_fetch_method.cc paddle/fluid/framework/variable_helper.cc paddle/fluid/framework/naive_executor.cc paddle/fluid/framework/executor_gc_helper.cc paddle/fluid/framework/executor.cc paddle/fluid/framework/multi_trainer.cc paddle/fluid/framework/pipeline_trainer.cc paddle/fluid/framework/dataset_factory.cc paddle/fluid/framework/dist_multi_trainer.cc paddle/fluid/framework/trainer_factory.cc paddle/fluid/framework/trainer.cc paddle/fluid/framework/data_feed_factory.cc paddle/fluid/framework/data_feed.cc paddle/fluid/framework/device_worker.cc paddle/fluid/framework/hogwild_worker.cc paddle/fluid/framework/downpour_worker.cc paddle/fluid/framework/pull_dense_worker.cc paddle/fluid/framework/section_worker.cc paddle/fluid/framework/device_worker_factory.cc paddle/fluid/framework/data_set.cc paddle/fluid/framework/parallel_executor.cc paddle/fluid/framework/prune.cc paddle/fluid/framework/selected_rows.cc paddle/fluid/framework/dlpack_tensor.cc paddle/fluid/imperative/flags.cc paddle/fluid/operators/math/detail/avx_functions.cc paddle/fluid/operators/math/concat_and_split.cc paddle/fluid/operators/math/context_project.cc paddle/fluid/operators/math/cross_entropy.cc paddle/fluid/operators/math/cos_sim_functor.cc paddle/fluid/operators/math/im2col.cc paddle/fluid/operators/math/sample_prob.cc paddle/fluid/operators/math/sampler.cc paddle/fluid/operators/math/gru_compute.cc paddle/fluid/operators/math/lstm_compute.cc paddle/fluid/operators/math/blas.cc paddle/fluid/operators/math/math_function.cc paddle/fluid/operators/math/maxouting.cc paddle/fluid/operators/math/pooling.cc paddle/fluid/operators/math/selected_rows_functor.cc paddle/fluid/operators/math/sequence2batch.cc paddle/fluid/operators/math/sequence_padding.cc paddle/fluid/operators/math/sequence_pooling.cc paddle/fluid/operators/math/sequence_scale.cc paddle/fluid/operators/math/softmax.cc paddle/fluid/operators/math/beam_search.cc paddle/fluid/operators/math/matrix_bit_code.cc paddle/fluid/operators/math/unpooling.cc paddle/fluid/operators/math/vol2col.cc paddle/fluid/operators/math/tree2col.cc paddle/fluid/operators/controlflow/feed_op.cc paddle/fluid/operators/controlflow/logical_op.cc paddle/fluid/operators/controlflow/while_op.cc paddle/fluid/operators/controlflow/get_places_op.cc paddle/fluid/operators/controlflow/fetch_op.cc paddle/fluid/operators/controlflow/compare_op.cc paddle/fluid/operators/controlflow/conditional_block_infer_op.cc paddle/fluid/operators/controlflow/conditional_block_op.cc paddle/fluid/operators/controlflow/tensor_array_read_write_op.cc paddle/fluid/operators/controlflow/op_variant.cc paddle/fluid/operators/controlflow/recurrent_op_helper.cc paddle/fluid/operators/controlflow/while_op_helper.cc paddle/fluid/operators/detection/bipartite_match_op.cc paddle/fluid/operators/detection/box_coder_op.cc paddle/fluid/operators/detection/iou_similarity_op.cc paddle/fluid/operators/detection/mine_hard_examples_op.cc paddle/fluid/operators/detection/multiclass_nms_op.cc paddle/fluid/operators/detection/poly_util.cc paddle/fluid/operators/detection/gpc.cc paddle/fluid/operators/detection/prior_box_op.cc paddle/fluid/operators/detection/density_prior_box_op.cc paddle/fluid/operators/detection/anchor_generator_op.cc paddle/fluid/operators/detection/target_assign_op.cc paddle/fluid/operators/detection/polygon_box_transform_op.cc paddle/fluid/operators/detection/rpn_target_assign_op.cc paddle/fluid/operators/detection/generate_proposal_labels_op.cc paddle/fluid/operators/detection/box_clip_op.cc paddle/fluid/operators/detection/yolov3_loss_op.cc paddle/fluid/operators/detection/yolo_box_op.cc paddle/fluid/operators/detection/box_decoder_and_assign_op.cc paddle/fluid/operators/detection/sigmoid_focal_loss_op.cc paddle/fluid/operators/detection/retinanet_detection_output_op.cc paddle/fluid/operators/detection/generate_proposals_op.cc paddle/fluid/operators/detection/distribute_fpn_proposals_op.cc paddle/fluid/operators/detection/collect_fpn_proposals_op.cc paddle/fluid/operators/detection/roi_perspective_transform_op.cc paddle/fluid/operators/detection/mask_util.cc paddle/fluid/operators/detection/generate_mask_labels_op.cc paddle/fluid/operators/elementwise/elementwise_mod_op.cc paddle/fluid/operators/elementwise/elementwise_floordiv_op.cc paddle/fluid/operators/elementwise/elementwise_max_op.cc paddle/fluid/operators/elementwise/elementwise_pow_op.cc paddle/fluid/operators/elementwise/elementwise_sub_op.cc paddle/fluid/operators/elementwise/elementwise_add_op.cc paddle/fluid/operators/elementwise/elementwise_min_op.cc paddle/fluid/operators/elementwise/elementwise_div_op.cc paddle/fluid/operators/elementwise/elementwise_mul_op.cc paddle/fluid/operators/fused/fusion_squared_mat_sub_op.cc paddle/fluid/operators/fused/fusion_seqpool_concat_op.cc paddle/fluid/operators/fused/fused_embedding_fc_lstm_op.cc paddle/fluid/operators/fused/fusion_seqexpand_concat_fc_op.cc paddle/fluid/operators/fused/fused_embedding_seq_pool_op.cc paddle/fluid/operators/fused/fusion_seqconv_eltadd_relu_op.cc paddle/fluid/operators/fused/fusion_gru_op.cc paddle/fluid/operators/fused/fusion_repeated_fc_relu_op.cc paddle/fluid/operators/fused/fusion_lstm_op.cc paddle/fluid/operators/fused/fused_elemwise_activation_op.cc paddle/fluid/operators/metrics/accuracy_op.cc paddle/fluid/operators/metrics/precision_recall_op.cc paddle/fluid/operators/metrics/auc_op.cc paddle/fluid/operators/optimizers/adamax_op.cc paddle/fluid/operators/optimizers/sgd_op.cc paddle/fluid/operators/optimizers/lars_momentum_op.cc paddle/fluid/operators/optimizers/adagrad_op.cc paddle/fluid/operators/optimizers/ftrl_op.cc paddle/fluid/operators/optimizers/momentum_op.cc paddle/fluid/operators/optimizers/adadelta_op.cc paddle/fluid/operators/optimizers/rmsprop_op.cc paddle/fluid/operators/optimizers/lamb_op.cc paddle/fluid/operators/optimizers/proximal_gd_op.cc paddle/fluid/operators/optimizers/proximal_adagrad_op.cc paddle/fluid/operators/optimizers/adam_op.cc paddle/fluid/operators/optimizers/decayed_adagrad_op.cc paddle/fluid/operators/reduce_ops/reduce_all_op.cc paddle/fluid/operators/reduce_ops/reduce_min_op.cc paddle/fluid/operators/reduce_ops/reduce_sum_op.cc paddle/fluid/operators/reduce_ops/reduce_any_op.cc paddle/fluid/operators/reduce_ops/reduce_max_op.cc paddle/fluid/operators/reduce_ops/reduce_mean_op.cc paddle/fluid/operators/reduce_ops/reduce_prod_op.cc paddle/fluid/operators/sequence_ops/sequence_erase_op.cc paddle/fluid/operators/sequence_ops/sequence_unpad_op.cc paddle/fluid/operators/sequence_ops/sequence_mask_op.cc paddle/fluid/operators/sequence_ops/sequence_expand_op.cc paddle/fluid/operators/sequence_ops/sequence_pad_op.cc paddle/fluid/operators/sequence_ops/sequence_enumerate_op.cc paddle/fluid/operators/sequence_ops/sequence_slice_op.cc paddle/fluid/operators/sequence_ops/sequence_softmax_op.cc paddle/fluid/operators/sequence_ops/sequence_expand_as_op.cc paddle/fluid/operators/sequence_ops/sequence_pool_op.cc paddle/fluid/operators/sequence_ops/sequence_reverse_op.cc paddle/fluid/operators/sequence_ops/sequence_scatter_op.cc paddle/fluid/operators/sequence_ops/sequence_conv_op.cc paddle/fluid/operators/sequence_ops/sequence_concat_op.cc paddle/fluid/operators/sequence_ops/sequence_reshape_op.cc paddle/fluid/operators/jit/helper.cc paddle/fluid/operators/jit/kernel_key.cc paddle/fluid/operators/jit/gen_base.cc paddle/fluid/operators/jit/kernel_pool.cc paddle/fluid/operators/jit/refer/refer.cc paddle/fluid/operators/jit/more/mix/mix.cc paddle/fluid/operators/jit/gen/sgd.cc paddle/fluid/operators/jit/gen/hopv.cc paddle/fluid/operators/jit/gen/lstm.cc paddle/fluid/operators/jit/gen/gru.cc paddle/fluid/operators/jit/gen/vbroadcast.cc paddle/fluid/operators/jit/gen/matmul.cc paddle/fluid/operators/jit/gen/seqpool.cc paddle/fluid/operators/jit/gen/embseqpool.cc paddle/fluid/operators/jit/gen/act.cc paddle/fluid/operators/jit/gen/blas.cc paddle/fluid/operators/reader/reader_op_registry.cc paddle/fluid/operators/reader/py_reader.cc paddle/fluid/operators/reader/buffered_reader.cc paddle/fluid/operators/reader/open_files_op.cc paddle/fluid/operators/reader/create_random_data_generator_op.cc paddle/fluid/operators/reader/create_shuffle_reader_op.cc paddle/fluid/operators/reader/create_batch_reader_op.cc paddle/fluid/operators/reader/create_recordio_file_reader_op.cc paddle/fluid/operators/reader/create_double_buffer_reader_op.cc paddle/fluid/operators/reader/create_multi_pass_reader_op.cc paddle/fluid/operators/reader/create_custom_reader_op.cc paddle/fluid/operators/reader/create_py_reader_op.cc paddle/fluid/operators/reader/read_op.cc paddle/fluid/operators/increment_op.cc paddle/fluid/operators/stack_op.cc paddle/fluid/operators/fc_op.cc paddle/fluid/operators/assign_op.cc paddle/fluid/operators/load_op.cc paddle/fluid/operators/fill_op.cc paddle/fluid/operators/reorder_lod_tensor_by_rank_op.cc paddle/fluid/operators/conv_shift_op.cc paddle/fluid/operators/fill_zeros_like_op.cc paddle/fluid/operators/hash_op.cc paddle/fluid/operators/dequantize_op.cc paddle/fluid/operators/fake_quantize_op.cc paddle/fluid/operators/size_op.cc paddle/fluid/operators/scatter_op.cc paddle/fluid/operators/uniform_random_op.cc paddle/fluid/operators/beam_search_op.cc paddle/fluid/operators/beam_search_decode_op.cc paddle/fluid/operators/dropout_op.cc paddle/fluid/operators/interpolate_op.cc paddle/fluid/operators/sampling_id_op.cc paddle/fluid/operators/lstm_op.cc paddle/fluid/operators/modified_huber_loss_op.cc paddle/fluid/operators/temporal_shift_op.cc paddle/fluid/operators/sum_op.cc paddle/fluid/operators/arg_min_op.cc paddle/fluid/operators/psroi_pool_op.cc paddle/fluid/operators/uniform_random_batch_size_like_op.cc paddle/fluid/operators/rnn_memory_helper_op.cc paddle/fluid/operators/crf_decoding_op.cc paddle/fluid/operators/where_op.cc paddle/fluid/operators/fake_dequantize_op.cc paddle/fluid/operators/mean_iou_op.cc paddle/fluid/operators/roi_align_op.cc paddle/fluid/operators/range_op.cc paddle/fluid/operators/edit_distance_op.cc paddle/fluid/operators/multiplex_op.cc paddle/fluid/operators/clip_op.cc paddle/fluid/operators/gaussian_random_op.cc paddle/fluid/operators/norm_op.cc paddle/fluid/operators/rank_loss_op.cc paddle/fluid/operators/detection_map_op.cc paddle/fluid/operators/lstm_unit_op.cc paddle/fluid/operators/shard_index_op.cc paddle/fluid/operators/shape_op.cc paddle/fluid/operators/arg_max_op.cc paddle/fluid/operators/average_accumulates_op.cc paddle/fluid/operators/requantize_op.cc paddle/fluid/operators/conv_op.cc paddle/fluid/operators/add_position_encoding_op.cc paddle/fluid/operators/gru_unit_op.cc paddle/fluid/operators/batch_norm_op.cc paddle/fluid/operators/chunk_eval_op.cc paddle/fluid/operators/lod_rank_table_op.cc paddle/fluid/operators/unsqueeze_op.cc paddle/fluid/operators/positive_negative_pair_op.cc paddle/fluid/operators/im2sequence_op.cc paddle/fluid/operators/margin_rank_loss_op.cc paddle/fluid/operators/hinge_loss_op.cc paddle/fluid/operators/cvm_op.cc paddle/fluid/operators/huber_loss_op.cc paddle/fluid/operators/crop_op.cc paddle/fluid/operators/activation_op.cc paddle/fluid/operators/hierarchical_sigmoid_op.cc paddle/fluid/operators/unfold_op.cc paddle/fluid/operators/max_sequence_len_op.cc paddle/fluid/operators/mul_op.cc paddle/fluid/operators/attention_lstm_op.cc paddle/fluid/operators/top_k_op.cc paddle/fluid/operators/group_norm_op.cc paddle/fluid/operators/selu_op.cc paddle/fluid/operators/lstmp_op.cc paddle/fluid/operators/merge_lod_tensor_op.cc paddle/fluid/operators/truncated_gaussian_random_op.cc paddle/fluid/operators/label_smooth_op.cc paddle/fluid/operators/matmul_op.cc paddle/fluid/operators/spp_op.cc paddle/fluid/operators/unstack_op.cc paddle/fluid/operators/conv_transpose_op.cc paddle/fluid/operators/diag_op.cc paddle/fluid/operators/unpool_op.cc paddle/fluid/operators/lod_array_length_op.cc paddle/fluid/operators/affine_channel_op.cc paddle/fluid/operators/log_loss_op.cc paddle/fluid/operators/concat_op.cc paddle/fluid/operators/lod_tensor_to_array_op.cc paddle/fluid/operators/gru_op.cc paddle/fluid/operators/coalesce_tensor_op.cc paddle/fluid/operators/fsp_op.cc paddle/fluid/operators/linspace_op.cc paddle/fluid/operators/reverse_op.cc paddle/fluid/operators/recurrent_op.cc paddle/fluid/operators/split_selected_rows_op.cc paddle/fluid/operators/dgc_clip_by_norm_op.cc paddle/fluid/operators/scale_op.cc paddle/fluid/operators/save_op.cc paddle/fluid/operators/load_combine_op.cc paddle/fluid/operators/merge_selected_rows_op.cc paddle/fluid/operators/split_op.cc paddle/fluid/operators/cumsum_op.cc paddle/fluid/operators/deformable_psroi_pooling_op.cc paddle/fluid/operators/teacher_student_sigmoid_loss_op.cc paddle/fluid/operators/transpose_op.cc paddle/fluid/operators/fill_constant_batch_size_like_op.cc paddle/fluid/operators/sigmoid_cross_entropy_with_logits_op.cc paddle/fluid/operators/shuffle_channel_op.cc paddle/fluid/operators/affine_grid_op.cc paddle/fluid/operators/split_lod_tensor_op.cc paddle/fluid/operators/grid_sampler_op.cc paddle/fluid/operators/lookup_table_op.cc paddle/fluid/operators/cos_sim_op.cc paddle/fluid/operators/quantize_op.cc paddle/fluid/operators/spectral_norm_op.cc paddle/fluid/operators/cross_entropy_op.cc paddle/fluid/operators/print_op.cc paddle/fluid/operators/lrn_op.cc paddle/fluid/operators/nce_op.cc paddle/fluid/operators/similarity_focus_op.cc paddle/fluid/operators/get_tensor_from_selected_rows_op.cc paddle/fluid/operators/squared_l2_distance_op.cc paddle/fluid/operators/cudnn_lstm_op.cc paddle/fluid/operators/tree_conv_op.cc paddle/fluid/operators/one_hot_op.cc paddle/fluid/operators/lookup_sparse_table_op.cc paddle/fluid/operators/unique_op.cc paddle/fluid/operators/mean_op.cc paddle/fluid/operators/prelu_op.cc paddle/fluid/operators/delete_var_op.cc paddle/fluid/operators/ctc_align_op.cc paddle/fluid/operators/argsort_op.cc paddle/fluid/operators/data_norm_op.cc paddle/fluid/operators/minus_op.cc paddle/fluid/operators/shrink_rnn_memory_op.cc paddle/fluid/operators/lod_reset_op.cc paddle/fluid/operators/l1_norm_op.cc paddle/fluid/operators/gaussian_random_batch_size_like_op.cc paddle/fluid/operators/is_empty_op.cc paddle/fluid/operators/bilinear_tensor_product_op.cc paddle/fluid/operators/kldiv_loss_op.cc paddle/fluid/operators/squeeze_op.cc paddle/fluid/operators/softmax_op.cc paddle/fluid/operators/clip_by_norm_op.cc paddle/fluid/operators/pool_with_index_op.cc paddle/fluid/operators/linear_chain_crf_op.cc paddle/fluid/operators/reshape_op.cc paddle/fluid/operators/fill_constant_op.cc paddle/fluid/operators/space_to_depth_op.cc paddle/fluid/operators/gather_op.cc paddle/fluid/operators/softmax_with_cross_entropy_op.cc paddle/fluid/operators/slice_op.cc paddle/fluid/operators/sign_op.cc paddle/fluid/operators/expand_op.cc paddle/fluid/operators/smooth_l1_loss_op.cc paddle/fluid/operators/tensor_array_to_tensor_op.cc paddle/fluid/operators/row_conv_op.cc paddle/fluid/operators/pad2d_op.cc paddle/fluid/operators/pixel_shuffle_op.cc paddle/fluid/operators/assign_value_op.cc paddle/fluid/operators/random_crop_op.cc paddle/fluid/operators/squared_l2_norm_op.cc paddle/fluid/operators/save_combine_op.cc paddle/fluid/operators/pool_op.cc paddle/fluid/operators/cast_op.cc paddle/fluid/operators/array_to_lod_tensor_op.cc paddle/fluid/operators/fill_any_like_op.cc paddle/fluid/operators/flatten_op.cc paddle/fluid/operators/sample_logits_op.cc paddle/fluid/operators/pad_op.cc paddle/fluid/operators/bpr_loss_op.cc paddle/fluid/operators/roi_pool_op.cc paddle/fluid/operators/pad_constant_like_op.cc paddle/fluid/operators/isfinite_op.cc paddle/fluid/operators/layer_norm_op.cc paddle/fluid/operators/maxout_op.cc paddle/fluid/operators/warpctc_op.cc paddle/fluid/string/piece.cc paddle/fluid/string/pretty_log.cc paddle/fluid/string/string_helper.cc paddle/fluid/recordio/header.cc paddle/fluid/recordio/chunk.cc paddle/fluid/recordio/writer.cc paddle/fluid/recordio/scanner.cc paddle/fluid/inference/io.cc paddle/fluid/inference/analysis/ir_passes/subgraph_detector.cc paddle/fluid/inference/analysis/ir_passes/subgraph_util.cc paddle/fluid/inference/analysis/passes/ir_graph_build_pass.cc paddle/fluid/inference/analysis/passes/ir_analysis_pass.cc paddle/fluid/inference/analysis/passes/memory_optimize_pass.cc paddle/fluid/inference/analysis/passes/ir_params_sync_among_devices_pass.cc paddle/fluid/inference/analysis/passes/ir_graph_to_program_pass.cc paddle/fluid/inference/analysis/passes/adjust_cudnn_workspace_size_pass.cc paddle/fluid/inference/analysis/passes/inference_op_replace_pass.cc paddle/fluid/inference/analysis/passes/passes.cc paddle/fluid/inference/analysis/helper.cc paddle/fluid/inference/analysis/ir_pass_manager.cc paddle/fluid/inference/analysis/argument.cc paddle/fluid/inference/analysis/analysis_pass.cc paddle/fluid/inference/analysis/analyzer.cc paddle/fluid/inference/utils/benchmark.cc paddle/fluid/inference/api/api.cc paddle/fluid/inference/api/api_impl.cc paddle/fluid/inference/api/helper.cc paddle/fluid/inference/api/analysis_predictor.cc paddle/fluid/inference/api/details/zero_copy_tensor.cc paddle/fluid/inference/api/details/reset_tensor_array.cc paddle/fluid/inference/api/analysis_config.cc paddle/fluid/inference/api/paddle_pass_builder.cc" -paddle_fluid_noavx_openblas_src += ' paddle/fluid/framework/revision.cc' - - -StaticLibrary('paddle_fluid_noavx_openblas', Sources(paddle_fluid_noavx_openblas_src, CppFlags('-DHPPL_STUB_FUNC -DPADDLE_DISABLE_PROFILER -DPADDLE_NO_PYTHON -DPADDLE_ON_INFERENCE -DPADDLE_USE_DSO -DPADDLE_USE_OPENBLAS -DPADDLE_USE_PTHREAD_BARRIER -DPADDLE_USE_PTHREAD_SPINLOCK -DPADDLE_VERSION=0.0.0 -DPADDLE_WITH_XBYAK -DXBYAK64 -DXBYAK_NO_OP_NAMES -D_GNU_SOURCE -D__STDC_LIMIT_MACROS -DPYBIND_NOAVX_OPENBLAS' + r" -DPADDLE_REVISION=\"%s@%s@%s\"" % (REPO_URL(), REPO_BRANCH(), REPO_REVISION())), CFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -msse3 -O3 -DNDEBUG '), CxxFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -msse3 -O3 -DNDEBUG '))) -SharedLibrary('paddle_fluid_noavx_openblas', Sources(paddle_fluid_noavx_openblas_src, CppFlags('-DHPPL_STUB_FUNC -DPADDLE_DISABLE_PROFILER -DPADDLE_NO_PYTHON -DPADDLE_ON_INFERENCE -DPADDLE_USE_DSO -DPADDLE_USE_OPENBLAS -DPADDLE_USE_PTHREAD_BARRIER -DPADDLE_USE_PTHREAD_SPINLOCK -DPADDLE_VERSION=0.0.0 -DPADDLE_WITH_XBYAK -DXBYAK64 -DXBYAK_NO_OP_NAMES -D_GNU_SOURCE -D__STDC_LIMIT_MACROS -DPYBIND_NOAVX_OPENBLAS' + r" -DPADDLE_REVISION=\"%s@%s@%s\"" % (REPO_URL(), REPO_BRANCH(), REPO_REVISION())), CFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -msse3 -O3 -DNDEBUG '), CxxFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -msse3 -O3 -DNDEBUG ')), LinkDeps(True)) +Application('feed_trainer', Sources('paddle/fluid/train/custom_trainer/feed/main.cc', custom_trainer_src), CppFlags(CPPFLAGS_STR), CFlags(CFLAGS_STR), CxxFlags(CXXFLAGS_STR), Libs(src_libs=['paddle/fluid/train/custom_trainer/feed/so/libpaddle_fluid_avx_mklml.so']), Libs(module='baidu/third-party/openmpi', libs=['libmpi.so', 'libmpi_cxx.so', 'libopen-pal.so', 'libopen-rte.so'])) +#feed unit test +UT_MAIN = UT_FILE('main.cc') +#UTApplication('unit_test', Sources(UT_MAIN, GLOB(UT_FILE('test_*.cc')), custom_trainer_src), CppFlags(CPPFLAGS_STR), CFlags(CFLAGS_STR), CxxFlags(CXXFLAGS_STR), Libs(src_libs=['paddle/fluid/train/custom_trainer/feed/so/libpaddle_fluid_avx_mklml.so'])) diff --git a/BCLOUD.paddle b/BCLOUD.paddle new file mode 100644 index 0000000000000000000000000000000000000000..3416c8d2b6905e83a519a78b9e67a1d4cbea03a9 --- /dev/null +++ b/BCLOUD.paddle @@ -0,0 +1,78 @@ +WORKROOT('../../../') +COMPILER('gcc482') +CPPFLAGS('-D_GNU_SOURCE -DNDEBUG') +GLOBAL_CFLAGS_STR = '-g -O3 -pipe ' +CFLAGS(GLOBAL_CFLAGS_STR) +GLOBAL_CXXFLAGS_STR = GLOBAL_CFLAGS_STR + ' -std=c++11 ' +CXXFLAGS(GLOBAL_CXXFLAGS_STR) + +INCPATHS('./') +INCPATHS('$OUT/../') +INCPATHS('../../third-party') +INCPATHS('../../third-party/eigen') +INCPATHS('$OUT_ROOT/baidu/third-party/python/output/include/python2.7') +LDFLAGS('-lpthread -lcrypto -lrt -ldl -lssl -lz -lrt -lgomp') +CONFIGS('baidu/third-party/any@15595d8324be9e8a9a80d9ae442fdd12bd66df5d@git_branch') +CONFIGS('baidu/third-party/boost@v1.41.0@git_branch') +CONFIGS('baidu/third-party/c-ares@v1.13.0@git_branch') +CONFIGS('baidu/third-party/eigen@917060c364181f33a735dc023818d5a54f60e54c@git_branch') +CONFIGS('baidu/third-party/gflags@77592648e3f3be87d6c7123eb81cbad75f9aef5a@git_branch') +CONFIGS('baidu/third-party/glog@v0.3.5@git_branch') +CONFIGS('baidu/third-party/leveldb@v1.18@git_branch') +CONFIGS('baidu/third-party/OpenBLAS@v0.2.20@git_branch') +CONFIGS('baidu/third-party/protobuf@9f75c5aa851cd877fb0d93ccc31b8567a6706546@git_branch') +CONFIGS('baidu/third-party/snappy@v1.1.7@git_branch') +CONFIGS('baidu/third-party/snappy_stream@0.2.8@git_branch') +CONFIGS('baidu/third-party/threadpool@9a42ec1329f259a5f4881a291db1dcb8f2ad9040@git_branch') +CONFIGS('baidu/third-party/warpctc@warp_ctc_head@git_branch') +CONFIGS('baidu/third-party/zlib@v1.2.8@git_branch') +# CONFIGS('baidu/third-party/brpc@7dc04defad1fd4173aae170c3fcbde131b65155a@git_branch') +CONFIGS('baidu/third-party/mklml@v20180406@git_branch') +CONFIGS('baidu/third-party/xbyak@v5.661@git_branch') +CONFIGS('baidu/third-party/xxhash@v0.6.5@git_branch') +CONFIGS('baidu/third-party/dlpack@v0.2@git_branch') +CONFIGS('baidu/third-party/gzstream@master@git_branch') +CONFIGS('baidu/third-party/pybind11@v2.2.4@git_branch') +CONFIGS('baidu/third-party/python@gcc482output@git_branch') +CONFIGS('baidu/third-party/yaml-cpp@yaml-cpp_0-6-2-0_GEN_PD_BL@git_tag') +CONFIGS('third-64/gtest@base') + +HEADERS('paddle/fluid/memory/*.h', '$INC/paddle/fluid/memory/') +HEADERS('paddle/fluid/memory/detail/*.h', '$INC/paddle/fluid/memory/detail/') +HEADERS('paddle/fluid/memory/allocation/*.h', '$INC/paddle/fluid/memory/allocation/') +HEADERS('paddle/fluid/inference/*.h', '$INC/paddle/fluid/inference/') +HEADERS('paddle/fluid/platform/*.h', '$INC/paddle/fluid/platform/') +HEADERS('paddle/fluid/platform/dynload/*.h', '$INC/paddle/fluid/platform/dynload/') +HEADERS('paddle/fluid/platform/details/*.h', '$INC/paddle/fluid/platform/details/') +HEADERS('paddle/fluid/string/*.h', '$INC/paddle/fluid/string/') +HEADERS('paddle/fluid/string/tinyformat/*.h', '$INC/paddle/fluid/string/tinyformat/') +HEADERS('paddle/fluid/framework/*.h', '$INC/paddle/fluid/framework/') +HEADERS('paddle/fluid/framework/details/*.h', '$INC/paddle/fluid/framework/details/') +HEADERS('paddle/fluid/framework/ir/memory_optimize_pass/*.h', '$INC/paddle/fluid/framework/ir/memory_optimize_pass/') +HEADERS('paddle/fluid/framework/ir/*.h', '$INC/paddle/fluid/framework/ir/') +HEADERS('paddle/fluid/framework/fleet/*.h', '$INC/paddle/fluid/framework/fleet/') +HEADERS('paddle/fluid/inference/*.h', '$INC/paddle/fluid/inference/') +HEADERS('paddle/fluid/inference/api/*.h', '$INC/paddle/fluid/inference/api/') +HEADERS('paddle/fluid/pybind/pybind.h', '$INC/paddle/fluid/pybind') +HEADERS('paddle/fluid/inference/api/*.h', '$INC/paddle/fluid/inference/api/') +HEADERS(GLOB_GEN_SRCS('paddle/fluid/framework/*pb.h'), '$INC/paddle/fluid/framework') +HEADERS(GLOB_GEN_SRCS('paddle/fluid/platform/*pb.h'), '$INC/paddle/fluid/platform') + + + + +PROTOC('../../third-party/protobuf/bin/protoc') +paddle_fluid_avx_mklml_src = "paddle/fluid/memory/detail/memory_block.cc paddle/fluid/memory/detail/memory_block_desc.cc paddle/fluid/memory/detail/meta_cache.cc paddle/fluid/memory/detail/system_allocator.cc paddle/fluid/memory/detail/buddy_allocator.cc paddle/fluid/memory/allocation/allocator.cc paddle/fluid/memory/allocation/cpu_allocator.cc paddle/fluid/memory/allocation/locked_allocator.cc paddle/fluid/memory/allocation/buffered_allocator.cc paddle/fluid/memory/allocation/best_fit_allocator.cc paddle/fluid/memory/allocation/naive_best_fit_allocator.cc paddle/fluid/memory/allocation/retry_allocator.cc paddle/fluid/memory/allocation/aligned_allocator.cc paddle/fluid/memory/allocation/allocator_strategy.cc paddle/fluid/memory/allocation/allocator_facade.cc paddle/fluid/memory/allocation/auto_growth_best_fit_allocator.cc paddle/fluid/memory/malloc.cc paddle/fluid/memory/memcpy.cc paddle/fluid/platform/profiler.proto paddle/fluid/platform/enforce.cc paddle/fluid/platform/cpu_info.cc paddle/fluid/platform/place.cc paddle/fluid/platform/dynload/dynamic_loader.cc paddle/fluid/platform/dynload/warpctc.cc paddle/fluid/platform/dynload/mklml.cc paddle/fluid/platform/cpu_helper.cc paddle/fluid/platform/temporary_allocator.cc paddle/fluid/platform/device_context.cc paddle/fluid/platform/init.cc paddle/fluid/platform/timer.cc paddle/fluid/platform/lodtensor_printer.cc paddle/fluid/platform/device_tracer.cc paddle/fluid/platform/profiler.cc paddle/fluid/platform/device_memory_aligment.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_optimizer_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_adam_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_sgd_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_momentum_op_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/op_graph_view.cc paddle/fluid/framework/ir/memory_optimize_pass/while_op_eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/recurrent_op_eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/reference_count_pass_helper.cc paddle/fluid/framework/ir/memory_optimize_pass/reference_count_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_optimize_helper.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_optimize_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/inplace_op_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/record_skip_memory_opt_vars_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_reuse_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/buffer_shared_inplace_op_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/modify_op_lock_and_record_event_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_print_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_check_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/sequential_execution_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/fuse_all_reduce_op_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/all_reduce_deps_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/backward_optimizer_op_deps_pass.cc paddle/fluid/framework/ir/node.cc paddle/fluid/framework/ir/graph.cc paddle/fluid/framework/ir/graph_helper.cc paddle/fluid/framework/ir/pass.cc paddle/fluid/framework/ir/graph_traits.cc paddle/fluid/framework/ir/graph_pattern_detector.cc paddle/fluid/framework/ir/fuse_pass_base.cc paddle/fluid/framework/ir/coalesce_grad_tensor_pass.cc paddle/fluid/framework/ir/graph_to_program_pass.cc paddle/fluid/framework/ir/graph_viz_pass.cc paddle/fluid/framework/ir/lock_free_optimize_pass.cc paddle/fluid/framework/ir/fc_fuse_pass.cc paddle/fluid/framework/ir/attention_lstm_fuse_pass.cc paddle/fluid/framework/ir/infer_clean_graph_pass.cc paddle/fluid/framework/ir/fc_lstm_fuse_pass.cc paddle/fluid/framework/ir/embedding_fc_lstm_fuse_pass.cc paddle/fluid/framework/ir/fc_gru_fuse_pass.cc paddle/fluid/framework/ir/seq_concat_fc_fuse_pass.cc paddle/fluid/framework/ir/multi_batch_merge_pass.cc paddle/fluid/framework/ir/conv_bn_fuse_pass.cc paddle/fluid/framework/ir/seqconv_eltadd_relu_fuse_pass.cc paddle/fluid/framework/ir/seqpool_concat_fuse_pass.cc paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.cc paddle/fluid/framework/ir/squared_mat_sub_fuse_pass.cc paddle/fluid/framework/ir/is_test_pass.cc paddle/fluid/framework/ir/conv_elementwise_add_act_fuse_pass.cc paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc paddle/fluid/framework/ir/conv_elementwise_add_fuse_pass.cc paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc paddle/fluid/framework/ir/transpose_flatten_concat_fuse_pass.cc paddle/fluid/framework/ir/identity_scale_op_clean_pass.cc paddle/fluid/framework/ir/sync_batch_norm_pass.cc paddle/fluid/framework/ir/runtime_context_cache_pass.cc paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc paddle/fluid/framework/ir/fillconstant_elementwisemul_fuse.cc paddle/fluid/framework/ir/shuffle_channel_detect_pass.cc paddle/fluid/framework/ir/delete_quant_dequant_op_pass.cc paddle/fluid/framework/ir/fuse_elewise_add_act_pass.cc paddle/fluid/framework/ir/fuse_relu_depthwise_conv_pass.cc paddle/fluid/framework/ir/pass_builder.cc paddle/fluid/framework/details/var_handle.cc paddle/fluid/framework/details/op_handle_base.cc paddle/fluid/framework/details/scale_loss_grad_op_handle.cc paddle/fluid/framework/details/fetch_op_handle.cc paddle/fluid/framework/details/computation_op_handle.cc paddle/fluid/framework/details/rpc_op_handle.cc paddle/fluid/framework/details/fetch_barrier_op_handle.cc paddle/fluid/framework/details/multi_devices_helper.cc paddle/fluid/framework/details/variable_visitor.cc paddle/fluid/framework/details/all_reduce_op_handle.cc paddle/fluid/framework/details/fused_all_reduce_op_handle.cc paddle/fluid/framework/details/reduce_op_handle.cc paddle/fluid/framework/details/broadcast_op_handle.cc paddle/fluid/framework/details/fused_broadcast_op_handle.cc paddle/fluid/framework/details/gather_op_handle.cc paddle/fluid/framework/details/eager_deletion_op_handle.cc paddle/fluid/framework/details/share_tensor_buffer_op_handle.cc paddle/fluid/framework/details/ssa_graph_executor.cc paddle/fluid/framework/details/threaded_ssa_graph_executor.cc paddle/fluid/framework/details/parallel_ssa_graph_executor.cc paddle/fluid/framework/details/async_ssa_graph_executor.cc paddle/fluid/framework/details/scope_buffered_ssa_graph_executor.cc paddle/fluid/framework/details/fast_threaded_ssa_graph_executor.cc paddle/fluid/framework/details/build_strategy.cc paddle/fluid/framework/fleet/fleet_wrapper.cc paddle/fluid/framework/fleet/nccl_wrapper.cc paddle/fluid/framework/io/fs.cc paddle/fluid/framework/io/shell.cc paddle/fluid/framework/framework.proto paddle/fluid/framework/data_feed.proto paddle/fluid/framework/trainer_desc.proto paddle/fluid/framework/ddim.cc paddle/fluid/framework/data_type.cc paddle/fluid/framework/tensor.cc paddle/fluid/framework/tensor_util.cc paddle/fluid/framework/lod_tensor.cc paddle/fluid/framework/garbage_collector.cc paddle/fluid/framework/reader.cc paddle/fluid/framework/threadpool.cc paddle/fluid/framework/var_type_traits.cc paddle/fluid/framework/scope.cc paddle/fluid/framework/scope_pool.cc paddle/fluid/framework/data_device_transform.cc paddle/fluid/framework/data_type_transform.cc paddle/fluid/framework/data_layout_transform.cc paddle/fluid/framework/data_transform.cc paddle/fluid/framework/attribute.cc paddle/fluid/framework/op_proto_maker.cc paddle/fluid/framework/op_info.cc paddle/fluid/framework/shape_inference.cc paddle/fluid/framework/transfer_scope_cache.cc paddle/fluid/framework/op_kernel_type.cc paddle/fluid/framework/operator.cc paddle/fluid/framework/version.cc paddle/fluid/framework/var_desc.cc paddle/fluid/framework/op_desc.cc paddle/fluid/framework/block_desc.cc paddle/fluid/framework/program_desc.cc paddle/fluid/framework/op_registry.cc paddle/fluid/framework/lod_rank_table.cc paddle/fluid/framework/feed_fetch_method.cc paddle/fluid/framework/variable_helper.cc paddle/fluid/framework/naive_executor.cc paddle/fluid/framework/executor_gc_helper.cc paddle/fluid/framework/executor.cc paddle/fluid/framework/multi_trainer.cc paddle/fluid/framework/pipeline_trainer.cc paddle/fluid/framework/dataset_factory.cc paddle/fluid/framework/dist_multi_trainer.cc paddle/fluid/framework/trainer_factory.cc paddle/fluid/framework/trainer.cc paddle/fluid/framework/data_feed_factory.cc paddle/fluid/framework/data_feed.cc paddle/fluid/framework/device_worker.cc paddle/fluid/framework/hogwild_worker.cc paddle/fluid/framework/downpour_worker.cc paddle/fluid/framework/pull_dense_worker.cc paddle/fluid/framework/section_worker.cc paddle/fluid/framework/device_worker_factory.cc paddle/fluid/framework/data_set.cc paddle/fluid/framework/parallel_executor.cc paddle/fluid/framework/prune.cc paddle/fluid/framework/selected_rows.cc paddle/fluid/framework/dlpack_tensor.cc paddle/fluid/imperative/flags.cc paddle/fluid/operators/math/detail/avx_functions.cc paddle/fluid/operators/math/concat_and_split.cc paddle/fluid/operators/math/context_project.cc paddle/fluid/operators/math/cross_entropy.cc paddle/fluid/operators/math/cos_sim_functor.cc paddle/fluid/operators/math/im2col.cc paddle/fluid/operators/math/sample_prob.cc paddle/fluid/operators/math/sampler.cc paddle/fluid/operators/math/gru_compute.cc paddle/fluid/operators/math/lstm_compute.cc paddle/fluid/operators/math/blas.cc paddle/fluid/operators/math/math_function.cc paddle/fluid/operators/math/maxouting.cc paddle/fluid/operators/math/pooling.cc paddle/fluid/operators/math/selected_rows_functor.cc paddle/fluid/operators/math/sequence2batch.cc paddle/fluid/operators/math/sequence_padding.cc paddle/fluid/operators/math/sequence_pooling.cc paddle/fluid/operators/math/sequence_scale.cc paddle/fluid/operators/math/softmax.cc paddle/fluid/operators/math/beam_search.cc paddle/fluid/operators/math/matrix_bit_code.cc paddle/fluid/operators/math/unpooling.cc paddle/fluid/operators/math/vol2col.cc paddle/fluid/operators/math/tree2col.cc paddle/fluid/operators/controlflow/feed_op.cc paddle/fluid/operators/controlflow/logical_op.cc paddle/fluid/operators/controlflow/while_op.cc paddle/fluid/operators/controlflow/get_places_op.cc paddle/fluid/operators/controlflow/fetch_op.cc paddle/fluid/operators/controlflow/compare_op.cc paddle/fluid/operators/controlflow/conditional_block_infer_op.cc paddle/fluid/operators/controlflow/conditional_block_op.cc paddle/fluid/operators/controlflow/tensor_array_read_write_op.cc paddle/fluid/operators/controlflow/op_variant.cc paddle/fluid/operators/controlflow/recurrent_op_helper.cc paddle/fluid/operators/controlflow/while_op_helper.cc paddle/fluid/operators/detection/bipartite_match_op.cc paddle/fluid/operators/detection/box_coder_op.cc paddle/fluid/operators/detection/iou_similarity_op.cc paddle/fluid/operators/detection/mine_hard_examples_op.cc paddle/fluid/operators/detection/multiclass_nms_op.cc paddle/fluid/operators/detection/poly_util.cc paddle/fluid/operators/detection/gpc.cc paddle/fluid/operators/detection/prior_box_op.cc paddle/fluid/operators/detection/density_prior_box_op.cc paddle/fluid/operators/detection/anchor_generator_op.cc paddle/fluid/operators/detection/target_assign_op.cc paddle/fluid/operators/detection/polygon_box_transform_op.cc paddle/fluid/operators/detection/rpn_target_assign_op.cc paddle/fluid/operators/detection/generate_proposal_labels_op.cc paddle/fluid/operators/detection/box_clip_op.cc paddle/fluid/operators/detection/yolov3_loss_op.cc paddle/fluid/operators/detection/yolo_box_op.cc paddle/fluid/operators/detection/box_decoder_and_assign_op.cc paddle/fluid/operators/detection/sigmoid_focal_loss_op.cc paddle/fluid/operators/detection/retinanet_detection_output_op.cc paddle/fluid/operators/detection/generate_proposals_op.cc paddle/fluid/operators/detection/distribute_fpn_proposals_op.cc paddle/fluid/operators/detection/collect_fpn_proposals_op.cc paddle/fluid/operators/detection/roi_perspective_transform_op.cc paddle/fluid/operators/detection/mask_util.cc paddle/fluid/operators/detection/generate_mask_labels_op.cc paddle/fluid/operators/elementwise/elementwise_mod_op.cc paddle/fluid/operators/elementwise/elementwise_floordiv_op.cc paddle/fluid/operators/elementwise/elementwise_max_op.cc paddle/fluid/operators/elementwise/elementwise_pow_op.cc paddle/fluid/operators/elementwise/elementwise_sub_op.cc paddle/fluid/operators/elementwise/elementwise_add_op.cc paddle/fluid/operators/elementwise/elementwise_min_op.cc paddle/fluid/operators/elementwise/elementwise_div_op.cc paddle/fluid/operators/elementwise/elementwise_mul_op.cc paddle/fluid/operators/fused/fusion_squared_mat_sub_op.cc paddle/fluid/operators/fused/fusion_seqpool_concat_op.cc paddle/fluid/operators/fused/fused_embedding_fc_lstm_op.cc paddle/fluid/operators/fused/fusion_seqexpand_concat_fc_op.cc paddle/fluid/operators/fused/fused_embedding_seq_pool_op.cc paddle/fluid/operators/fused/fusion_seqconv_eltadd_relu_op.cc paddle/fluid/operators/fused/fusion_gru_op.cc paddle/fluid/operators/fused/fusion_repeated_fc_relu_op.cc paddle/fluid/operators/fused/fusion_lstm_op.cc paddle/fluid/operators/fused/fused_elemwise_activation_op.cc paddle/fluid/operators/metrics/accuracy_op.cc paddle/fluid/operators/metrics/precision_recall_op.cc paddle/fluid/operators/metrics/auc_op.cc paddle/fluid/operators/optimizers/adamax_op.cc paddle/fluid/operators/optimizers/sgd_op.cc paddle/fluid/operators/optimizers/lars_momentum_op.cc paddle/fluid/operators/optimizers/adagrad_op.cc paddle/fluid/operators/optimizers/ftrl_op.cc paddle/fluid/operators/optimizers/momentum_op.cc paddle/fluid/operators/optimizers/adadelta_op.cc paddle/fluid/operators/optimizers/rmsprop_op.cc paddle/fluid/operators/optimizers/lamb_op.cc paddle/fluid/operators/optimizers/proximal_gd_op.cc paddle/fluid/operators/optimizers/proximal_adagrad_op.cc paddle/fluid/operators/optimizers/adam_op.cc paddle/fluid/operators/optimizers/decayed_adagrad_op.cc paddle/fluid/operators/reduce_ops/reduce_all_op.cc paddle/fluid/operators/reduce_ops/reduce_min_op.cc paddle/fluid/operators/reduce_ops/reduce_sum_op.cc paddle/fluid/operators/reduce_ops/reduce_any_op.cc paddle/fluid/operators/reduce_ops/reduce_max_op.cc paddle/fluid/operators/reduce_ops/reduce_mean_op.cc paddle/fluid/operators/reduce_ops/reduce_prod_op.cc paddle/fluid/operators/sequence_ops/sequence_erase_op.cc paddle/fluid/operators/sequence_ops/sequence_unpad_op.cc paddle/fluid/operators/sequence_ops/sequence_mask_op.cc paddle/fluid/operators/sequence_ops/sequence_expand_op.cc paddle/fluid/operators/sequence_ops/sequence_pad_op.cc paddle/fluid/operators/sequence_ops/sequence_enumerate_op.cc paddle/fluid/operators/sequence_ops/sequence_slice_op.cc paddle/fluid/operators/sequence_ops/sequence_softmax_op.cc paddle/fluid/operators/sequence_ops/sequence_expand_as_op.cc paddle/fluid/operators/sequence_ops/sequence_pool_op.cc paddle/fluid/operators/sequence_ops/sequence_reverse_op.cc paddle/fluid/operators/sequence_ops/sequence_scatter_op.cc paddle/fluid/operators/sequence_ops/sequence_conv_op.cc paddle/fluid/operators/sequence_ops/sequence_concat_op.cc paddle/fluid/operators/sequence_ops/sequence_reshape_op.cc paddle/fluid/operators/jit/helper.cc paddle/fluid/operators/jit/kernel_key.cc paddle/fluid/operators/jit/gen_base.cc paddle/fluid/operators/jit/kernel_pool.cc paddle/fluid/operators/jit/refer/refer.cc paddle/fluid/operators/jit/more/mkl/mkl.cc paddle/fluid/operators/jit/more/intrinsic/layer_norm.cc paddle/fluid/operators/jit/more/intrinsic/crf_decoding.cc paddle/fluid/operators/jit/more/mix/mix.cc paddle/fluid/operators/jit/gen/sgd.cc paddle/fluid/operators/jit/gen/hopv.cc paddle/fluid/operators/jit/gen/lstm.cc paddle/fluid/operators/jit/gen/gru.cc paddle/fluid/operators/jit/gen/vbroadcast.cc paddle/fluid/operators/jit/gen/matmul.cc paddle/fluid/operators/jit/gen/seqpool.cc paddle/fluid/operators/jit/gen/embseqpool.cc paddle/fluid/operators/jit/gen/act.cc paddle/fluid/operators/jit/gen/blas.cc paddle/fluid/operators/reader/reader_op_registry.cc paddle/fluid/operators/reader/py_reader.cc paddle/fluid/operators/reader/buffered_reader.cc paddle/fluid/operators/reader/open_files_op.cc paddle/fluid/operators/reader/create_random_data_generator_op.cc paddle/fluid/operators/reader/create_shuffle_reader_op.cc paddle/fluid/operators/reader/create_batch_reader_op.cc paddle/fluid/operators/reader/create_recordio_file_reader_op.cc paddle/fluid/operators/reader/create_double_buffer_reader_op.cc paddle/fluid/operators/reader/create_multi_pass_reader_op.cc paddle/fluid/operators/reader/create_custom_reader_op.cc paddle/fluid/operators/reader/create_py_reader_op.cc paddle/fluid/operators/reader/read_op.cc paddle/fluid/operators/increment_op.cc paddle/fluid/operators/stack_op.cc paddle/fluid/operators/fc_op.cc paddle/fluid/operators/assign_op.cc paddle/fluid/operators/load_op.cc paddle/fluid/operators/fill_op.cc paddle/fluid/operators/reorder_lod_tensor_by_rank_op.cc paddle/fluid/operators/conv_shift_op.cc paddle/fluid/operators/fill_zeros_like_op.cc paddle/fluid/operators/hash_op.cc paddle/fluid/operators/dequantize_op.cc paddle/fluid/operators/fake_quantize_op.cc paddle/fluid/operators/size_op.cc paddle/fluid/operators/scatter_op.cc paddle/fluid/operators/uniform_random_op.cc paddle/fluid/operators/beam_search_op.cc paddle/fluid/operators/beam_search_decode_op.cc paddle/fluid/operators/dropout_op.cc paddle/fluid/operators/interpolate_op.cc paddle/fluid/operators/sampling_id_op.cc paddle/fluid/operators/lstm_op.cc paddle/fluid/operators/modified_huber_loss_op.cc paddle/fluid/operators/temporal_shift_op.cc paddle/fluid/operators/sum_op.cc paddle/fluid/operators/arg_min_op.cc paddle/fluid/operators/psroi_pool_op.cc paddle/fluid/operators/uniform_random_batch_size_like_op.cc paddle/fluid/operators/rnn_memory_helper_op.cc paddle/fluid/operators/crf_decoding_op.cc paddle/fluid/operators/where_op.cc paddle/fluid/operators/fake_dequantize_op.cc paddle/fluid/operators/mean_iou_op.cc paddle/fluid/operators/roi_align_op.cc paddle/fluid/operators/range_op.cc paddle/fluid/operators/edit_distance_op.cc paddle/fluid/operators/multiplex_op.cc paddle/fluid/operators/clip_op.cc paddle/fluid/operators/gaussian_random_op.cc paddle/fluid/operators/norm_op.cc paddle/fluid/operators/rank_loss_op.cc paddle/fluid/operators/detection_map_op.cc paddle/fluid/operators/lstm_unit_op.cc paddle/fluid/operators/shard_index_op.cc paddle/fluid/operators/shape_op.cc paddle/fluid/operators/arg_max_op.cc paddle/fluid/operators/average_accumulates_op.cc paddle/fluid/operators/requantize_op.cc paddle/fluid/operators/conv_op.cc paddle/fluid/operators/add_position_encoding_op.cc paddle/fluid/operators/gru_unit_op.cc paddle/fluid/operators/batch_norm_op.cc paddle/fluid/operators/chunk_eval_op.cc paddle/fluid/operators/lod_rank_table_op.cc paddle/fluid/operators/unsqueeze_op.cc paddle/fluid/operators/positive_negative_pair_op.cc paddle/fluid/operators/im2sequence_op.cc paddle/fluid/operators/margin_rank_loss_op.cc paddle/fluid/operators/hinge_loss_op.cc paddle/fluid/operators/cvm_op.cc paddle/fluid/operators/huber_loss_op.cc paddle/fluid/operators/crop_op.cc paddle/fluid/operators/activation_op.cc paddle/fluid/operators/hierarchical_sigmoid_op.cc paddle/fluid/operators/unfold_op.cc paddle/fluid/operators/max_sequence_len_op.cc paddle/fluid/operators/mul_op.cc paddle/fluid/operators/attention_lstm_op.cc paddle/fluid/operators/top_k_op.cc paddle/fluid/operators/group_norm_op.cc paddle/fluid/operators/selu_op.cc paddle/fluid/operators/lstmp_op.cc paddle/fluid/operators/merge_lod_tensor_op.cc paddle/fluid/operators/truncated_gaussian_random_op.cc paddle/fluid/operators/label_smooth_op.cc paddle/fluid/operators/matmul_op.cc paddle/fluid/operators/spp_op.cc paddle/fluid/operators/unstack_op.cc paddle/fluid/operators/conv_transpose_op.cc paddle/fluid/operators/diag_op.cc paddle/fluid/operators/unpool_op.cc paddle/fluid/operators/lod_array_length_op.cc paddle/fluid/operators/affine_channel_op.cc paddle/fluid/operators/log_loss_op.cc paddle/fluid/operators/concat_op.cc paddle/fluid/operators/lod_tensor_to_array_op.cc paddle/fluid/operators/gru_op.cc paddle/fluid/operators/coalesce_tensor_op.cc paddle/fluid/operators/fsp_op.cc paddle/fluid/operators/linspace_op.cc paddle/fluid/operators/reverse_op.cc paddle/fluid/operators/recurrent_op.cc paddle/fluid/operators/split_selected_rows_op.cc paddle/fluid/operators/dgc_clip_by_norm_op.cc paddle/fluid/operators/scale_op.cc paddle/fluid/operators/save_op.cc paddle/fluid/operators/load_combine_op.cc paddle/fluid/operators/merge_selected_rows_op.cc paddle/fluid/operators/split_op.cc paddle/fluid/operators/cumsum_op.cc paddle/fluid/operators/deformable_psroi_pooling_op.cc paddle/fluid/operators/teacher_student_sigmoid_loss_op.cc paddle/fluid/operators/transpose_op.cc paddle/fluid/operators/fill_constant_batch_size_like_op.cc paddle/fluid/operators/sigmoid_cross_entropy_with_logits_op.cc paddle/fluid/operators/shuffle_channel_op.cc paddle/fluid/operators/affine_grid_op.cc paddle/fluid/operators/split_lod_tensor_op.cc paddle/fluid/operators/grid_sampler_op.cc paddle/fluid/operators/lookup_table_op.cc paddle/fluid/operators/cos_sim_op.cc paddle/fluid/operators/quantize_op.cc paddle/fluid/operators/spectral_norm_op.cc paddle/fluid/operators/cross_entropy_op.cc paddle/fluid/operators/print_op.cc paddle/fluid/operators/lrn_op.cc paddle/fluid/operators/nce_op.cc paddle/fluid/operators/similarity_focus_op.cc paddle/fluid/operators/get_tensor_from_selected_rows_op.cc paddle/fluid/operators/squared_l2_distance_op.cc paddle/fluid/operators/cudnn_lstm_op.cc paddle/fluid/operators/tree_conv_op.cc paddle/fluid/operators/one_hot_op.cc paddle/fluid/operators/lookup_sparse_table_op.cc paddle/fluid/operators/unique_op.cc paddle/fluid/operators/mean_op.cc paddle/fluid/operators/prelu_op.cc paddle/fluid/operators/delete_var_op.cc paddle/fluid/operators/ctc_align_op.cc paddle/fluid/operators/argsort_op.cc paddle/fluid/operators/data_norm_op.cc paddle/fluid/operators/minus_op.cc paddle/fluid/operators/shrink_rnn_memory_op.cc paddle/fluid/operators/lod_reset_op.cc paddle/fluid/operators/l1_norm_op.cc paddle/fluid/operators/gaussian_random_batch_size_like_op.cc paddle/fluid/operators/is_empty_op.cc paddle/fluid/operators/bilinear_tensor_product_op.cc paddle/fluid/operators/kldiv_loss_op.cc paddle/fluid/operators/squeeze_op.cc paddle/fluid/operators/softmax_op.cc paddle/fluid/operators/clip_by_norm_op.cc paddle/fluid/operators/pool_with_index_op.cc paddle/fluid/operators/linear_chain_crf_op.cc paddle/fluid/operators/reshape_op.cc paddle/fluid/operators/fill_constant_op.cc paddle/fluid/operators/space_to_depth_op.cc paddle/fluid/operators/gather_op.cc paddle/fluid/operators/softmax_with_cross_entropy_op.cc paddle/fluid/operators/slice_op.cc paddle/fluid/operators/sign_op.cc paddle/fluid/operators/expand_op.cc paddle/fluid/operators/smooth_l1_loss_op.cc paddle/fluid/operators/tensor_array_to_tensor_op.cc paddle/fluid/operators/row_conv_op.cc paddle/fluid/operators/pad2d_op.cc paddle/fluid/operators/pixel_shuffle_op.cc paddle/fluid/operators/assign_value_op.cc paddle/fluid/operators/random_crop_op.cc paddle/fluid/operators/squared_l2_norm_op.cc paddle/fluid/operators/save_combine_op.cc paddle/fluid/operators/pool_op.cc paddle/fluid/operators/cast_op.cc paddle/fluid/operators/array_to_lod_tensor_op.cc paddle/fluid/operators/fill_any_like_op.cc paddle/fluid/operators/flatten_op.cc paddle/fluid/operators/sample_logits_op.cc paddle/fluid/operators/pad_op.cc paddle/fluid/operators/bpr_loss_op.cc paddle/fluid/operators/roi_pool_op.cc paddle/fluid/operators/pad_constant_like_op.cc paddle/fluid/operators/isfinite_op.cc paddle/fluid/operators/layer_norm_op.cc paddle/fluid/operators/maxout_op.cc paddle/fluid/operators/warpctc_op.cc paddle/fluid/string/piece.cc paddle/fluid/string/pretty_log.cc paddle/fluid/string/string_helper.cc paddle/fluid/recordio/header.cc paddle/fluid/recordio/chunk.cc paddle/fluid/recordio/writer.cc paddle/fluid/recordio/scanner.cc paddle/fluid/inference/io.cc paddle/fluid/inference/analysis/ir_passes/subgraph_detector.cc paddle/fluid/inference/analysis/ir_passes/subgraph_util.cc paddle/fluid/inference/analysis/passes/ir_graph_build_pass.cc paddle/fluid/inference/analysis/passes/ir_analysis_pass.cc paddle/fluid/inference/analysis/passes/memory_optimize_pass.cc paddle/fluid/inference/analysis/passes/ir_params_sync_among_devices_pass.cc paddle/fluid/inference/analysis/passes/ir_graph_to_program_pass.cc paddle/fluid/inference/analysis/passes/adjust_cudnn_workspace_size_pass.cc paddle/fluid/inference/analysis/passes/inference_op_replace_pass.cc paddle/fluid/inference/analysis/passes/passes.cc paddle/fluid/inference/analysis/helper.cc paddle/fluid/inference/analysis/ir_pass_manager.cc paddle/fluid/inference/analysis/argument.cc paddle/fluid/inference/analysis/analysis_pass.cc paddle/fluid/inference/analysis/analyzer.cc paddle/fluid/inference/utils/benchmark.cc paddle/fluid/inference/api/api.cc paddle/fluid/inference/api/api_impl.cc paddle/fluid/inference/api/helper.cc paddle/fluid/inference/api/analysis_predictor.cc paddle/fluid/inference/api/details/zero_copy_tensor.cc paddle/fluid/inference/api/details/reset_tensor_array.cc paddle/fluid/inference/api/analysis_config.cc paddle/fluid/inference/api/paddle_pass_builder.cc" +paddle_fluid_avx_mklml_src += ' paddle/fluid/framework/revision.cc' + +StaticLibrary('paddle_fluid_avx_mklml', Sources(paddle_fluid_avx_mklml_src, CppFlags('-DHPPL_STUB_FUNC -DLAPACK_FOUND -DPADDLE_DISABLE_PROFILER -DPADDLE_NO_PYTHON -DPADDLE_ON_INFERENCE -DPADDLE_USE_DSO -DPADDLE_USE_PTHREAD_BARRIER -DPADDLE_USE_PTHREAD_SPINLOCK -DPADDLE_VERSION=0.0.0 -DPADDLE_WITH_AVX -DPADDLE_WITH_MKLML -DPADDLE_WITH_XBYAK -DXBYAK64 -DXBYAK_NO_OP_NAMES -D_GNU_SOURCE -D__STDC_LIMIT_MACROS -DPYBIND_AVX_MKLML' + r" -DPADDLE_REVISION=\"%s@%s@%s\"" % (REPO_URL(), REPO_BRANCH(), REPO_REVISION())), CFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O3 -DNDEBUG '), CxxFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O3 -DNDEBUG '))) +SharedLibrary('paddle_fluid_avx_mklml', Sources(paddle_fluid_avx_mklml_src, CppFlags('-DHPPL_STUB_FUNC -DLAPACK_FOUND -DPADDLE_DISABLE_PROFILER -DPADDLE_NO_PYTHON -DPADDLE_ON_INFERENCE -DPADDLE_USE_DSO -DPADDLE_USE_PTHREAD_BARRIER -DPADDLE_USE_PTHREAD_SPINLOCK -DPADDLE_VERSION=0.0.0 -DPADDLE_WITH_AVX -DPADDLE_WITH_MKLML -DPADDLE_WITH_XBYAK -DXBYAK64 -DXBYAK_NO_OP_NAMES -D_GNU_SOURCE -D__STDC_LIMIT_MACROS -DPYBIND_AVX_MKLML' + r" -DPADDLE_REVISION=\"%s@%s@%s\"" % (REPO_URL(), REPO_BRANCH(), REPO_REVISION())), CFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O3 -DNDEBUG '), CxxFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -fopenmp -mavx -O3 -DNDEBUG ')), LinkDeps(True)) + +paddle_fluid_noavx_openblas_src = "paddle/fluid/memory/detail/memory_block.cc paddle/fluid/memory/detail/memory_block_desc.cc paddle/fluid/memory/detail/meta_cache.cc paddle/fluid/memory/detail/system_allocator.cc paddle/fluid/memory/detail/buddy_allocator.cc paddle/fluid/memory/allocation/allocator.cc paddle/fluid/memory/allocation/cpu_allocator.cc paddle/fluid/memory/allocation/locked_allocator.cc paddle/fluid/memory/allocation/buffered_allocator.cc paddle/fluid/memory/allocation/best_fit_allocator.cc paddle/fluid/memory/allocation/naive_best_fit_allocator.cc paddle/fluid/memory/allocation/retry_allocator.cc paddle/fluid/memory/allocation/aligned_allocator.cc paddle/fluid/memory/allocation/allocator_strategy.cc paddle/fluid/memory/allocation/allocator_facade.cc paddle/fluid/memory/allocation/auto_growth_best_fit_allocator.cc paddle/fluid/memory/malloc.cc paddle/fluid/memory/memcpy.cc paddle/fluid/platform/profiler.proto paddle/fluid/platform/enforce.cc paddle/fluid/platform/cpu_info.cc paddle/fluid/platform/place.cc paddle/fluid/platform/dynload/dynamic_loader.cc paddle/fluid/platform/dynload/warpctc.cc paddle/fluid/platform/cpu_helper.cc paddle/fluid/platform/temporary_allocator.cc paddle/fluid/platform/device_context.cc paddle/fluid/platform/init.cc paddle/fluid/platform/timer.cc paddle/fluid/platform/lodtensor_printer.cc paddle/fluid/platform/device_tracer.cc paddle/fluid/platform/profiler.cc paddle/fluid/platform/device_memory_aligment.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_optimizer_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_adam_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_sgd_op_pass.cc paddle/fluid/framework/ir/fuse_optimizer_ops_pass/fuse_momentum_op_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/op_graph_view.cc paddle/fluid/framework/ir/memory_optimize_pass/while_op_eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/recurrent_op_eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/reference_count_pass_helper.cc paddle/fluid/framework/ir/memory_optimize_pass/reference_count_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_optimize_helper.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_optimize_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/inplace_op_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/eager_deletion_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/record_skip_memory_opt_vars_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/memory_reuse_pass.cc paddle/fluid/framework/ir/memory_optimize_pass/buffer_shared_inplace_op_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/modify_op_lock_and_record_event_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_print_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_check_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/multi_devices_graph_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/sequential_execution_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/fuse_all_reduce_op_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/all_reduce_deps_pass.cc paddle/fluid/framework/ir/multi_devices_graph_pass/backward_optimizer_op_deps_pass.cc paddle/fluid/framework/ir/node.cc paddle/fluid/framework/ir/graph.cc paddle/fluid/framework/ir/graph_helper.cc paddle/fluid/framework/ir/pass.cc paddle/fluid/framework/ir/graph_traits.cc paddle/fluid/framework/ir/graph_pattern_detector.cc paddle/fluid/framework/ir/fuse_pass_base.cc paddle/fluid/framework/ir/coalesce_grad_tensor_pass.cc paddle/fluid/framework/ir/graph_to_program_pass.cc paddle/fluid/framework/ir/graph_viz_pass.cc paddle/fluid/framework/ir/lock_free_optimize_pass.cc paddle/fluid/framework/ir/fc_fuse_pass.cc paddle/fluid/framework/ir/attention_lstm_fuse_pass.cc paddle/fluid/framework/ir/infer_clean_graph_pass.cc paddle/fluid/framework/ir/fc_lstm_fuse_pass.cc paddle/fluid/framework/ir/embedding_fc_lstm_fuse_pass.cc paddle/fluid/framework/ir/fc_gru_fuse_pass.cc paddle/fluid/framework/ir/seq_concat_fc_fuse_pass.cc paddle/fluid/framework/ir/multi_batch_merge_pass.cc paddle/fluid/framework/ir/conv_bn_fuse_pass.cc paddle/fluid/framework/ir/seqconv_eltadd_relu_fuse_pass.cc paddle/fluid/framework/ir/seqpool_concat_fuse_pass.cc paddle/fluid/framework/ir/repeated_fc_relu_fuse_pass.cc paddle/fluid/framework/ir/squared_mat_sub_fuse_pass.cc paddle/fluid/framework/ir/is_test_pass.cc paddle/fluid/framework/ir/conv_elementwise_add_act_fuse_pass.cc paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.cc paddle/fluid/framework/ir/conv_elementwise_add_fuse_pass.cc paddle/fluid/framework/ir/conv_affine_channel_fuse_pass.cc paddle/fluid/framework/ir/transpose_flatten_concat_fuse_pass.cc paddle/fluid/framework/ir/identity_scale_op_clean_pass.cc paddle/fluid/framework/ir/sync_batch_norm_pass.cc paddle/fluid/framework/ir/runtime_context_cache_pass.cc paddle/fluid/framework/ir/quant_conv2d_dequant_fuse_pass.cc paddle/fluid/framework/ir/fillconstant_elementwisemul_fuse.cc paddle/fluid/framework/ir/shuffle_channel_detect_pass.cc paddle/fluid/framework/ir/delete_quant_dequant_op_pass.cc paddle/fluid/framework/ir/fuse_elewise_add_act_pass.cc paddle/fluid/framework/ir/fuse_relu_depthwise_conv_pass.cc paddle/fluid/framework/ir/pass_builder.cc paddle/fluid/framework/details/var_handle.cc paddle/fluid/framework/details/op_handle_base.cc paddle/fluid/framework/details/scale_loss_grad_op_handle.cc paddle/fluid/framework/details/fetch_op_handle.cc paddle/fluid/framework/details/computation_op_handle.cc paddle/fluid/framework/details/rpc_op_handle.cc paddle/fluid/framework/details/fetch_barrier_op_handle.cc paddle/fluid/framework/details/multi_devices_helper.cc paddle/fluid/framework/details/variable_visitor.cc paddle/fluid/framework/details/all_reduce_op_handle.cc paddle/fluid/framework/details/fused_all_reduce_op_handle.cc paddle/fluid/framework/details/reduce_op_handle.cc paddle/fluid/framework/details/broadcast_op_handle.cc paddle/fluid/framework/details/fused_broadcast_op_handle.cc paddle/fluid/framework/details/gather_op_handle.cc paddle/fluid/framework/details/eager_deletion_op_handle.cc paddle/fluid/framework/details/share_tensor_buffer_op_handle.cc paddle/fluid/framework/details/ssa_graph_executor.cc paddle/fluid/framework/details/threaded_ssa_graph_executor.cc paddle/fluid/framework/details/parallel_ssa_graph_executor.cc paddle/fluid/framework/details/async_ssa_graph_executor.cc paddle/fluid/framework/details/scope_buffered_ssa_graph_executor.cc paddle/fluid/framework/details/fast_threaded_ssa_graph_executor.cc paddle/fluid/framework/details/build_strategy.cc paddle/fluid/framework/fleet/fleet_wrapper.cc paddle/fluid/framework/fleet/nccl_wrapper.cc paddle/fluid/framework/io/fs.cc paddle/fluid/framework/io/shell.cc paddle/fluid/framework/framework.proto paddle/fluid/framework/data_feed.proto paddle/fluid/framework/trainer_desc.proto paddle/fluid/framework/ddim.cc paddle/fluid/framework/data_type.cc paddle/fluid/framework/tensor.cc paddle/fluid/framework/tensor_util.cc paddle/fluid/framework/lod_tensor.cc paddle/fluid/framework/garbage_collector.cc paddle/fluid/framework/reader.cc paddle/fluid/framework/threadpool.cc paddle/fluid/framework/var_type_traits.cc paddle/fluid/framework/scope.cc paddle/fluid/framework/scope_pool.cc paddle/fluid/framework/data_device_transform.cc paddle/fluid/framework/data_type_transform.cc paddle/fluid/framework/data_layout_transform.cc paddle/fluid/framework/data_transform.cc paddle/fluid/framework/attribute.cc paddle/fluid/framework/op_proto_maker.cc paddle/fluid/framework/op_info.cc paddle/fluid/framework/shape_inference.cc paddle/fluid/framework/transfer_scope_cache.cc paddle/fluid/framework/op_kernel_type.cc paddle/fluid/framework/operator.cc paddle/fluid/framework/version.cc paddle/fluid/framework/var_desc.cc paddle/fluid/framework/op_desc.cc paddle/fluid/framework/block_desc.cc paddle/fluid/framework/program_desc.cc paddle/fluid/framework/op_registry.cc paddle/fluid/framework/lod_rank_table.cc paddle/fluid/framework/feed_fetch_method.cc paddle/fluid/framework/variable_helper.cc paddle/fluid/framework/naive_executor.cc paddle/fluid/framework/executor_gc_helper.cc paddle/fluid/framework/executor.cc paddle/fluid/framework/multi_trainer.cc paddle/fluid/framework/pipeline_trainer.cc paddle/fluid/framework/dataset_factory.cc paddle/fluid/framework/dist_multi_trainer.cc paddle/fluid/framework/trainer_factory.cc paddle/fluid/framework/trainer.cc paddle/fluid/framework/data_feed_factory.cc paddle/fluid/framework/data_feed.cc paddle/fluid/framework/device_worker.cc paddle/fluid/framework/hogwild_worker.cc paddle/fluid/framework/downpour_worker.cc paddle/fluid/framework/pull_dense_worker.cc paddle/fluid/framework/section_worker.cc paddle/fluid/framework/device_worker_factory.cc paddle/fluid/framework/data_set.cc paddle/fluid/framework/parallel_executor.cc paddle/fluid/framework/prune.cc paddle/fluid/framework/selected_rows.cc paddle/fluid/framework/dlpack_tensor.cc paddle/fluid/imperative/flags.cc paddle/fluid/operators/math/detail/avx_functions.cc paddle/fluid/operators/math/concat_and_split.cc paddle/fluid/operators/math/context_project.cc paddle/fluid/operators/math/cross_entropy.cc paddle/fluid/operators/math/cos_sim_functor.cc paddle/fluid/operators/math/im2col.cc paddle/fluid/operators/math/sample_prob.cc paddle/fluid/operators/math/sampler.cc paddle/fluid/operators/math/gru_compute.cc paddle/fluid/operators/math/lstm_compute.cc paddle/fluid/operators/math/blas.cc paddle/fluid/operators/math/math_function.cc paddle/fluid/operators/math/maxouting.cc paddle/fluid/operators/math/pooling.cc paddle/fluid/operators/math/selected_rows_functor.cc paddle/fluid/operators/math/sequence2batch.cc paddle/fluid/operators/math/sequence_padding.cc paddle/fluid/operators/math/sequence_pooling.cc paddle/fluid/operators/math/sequence_scale.cc paddle/fluid/operators/math/softmax.cc paddle/fluid/operators/math/beam_search.cc paddle/fluid/operators/math/matrix_bit_code.cc paddle/fluid/operators/math/unpooling.cc paddle/fluid/operators/math/vol2col.cc paddle/fluid/operators/math/tree2col.cc paddle/fluid/operators/controlflow/feed_op.cc paddle/fluid/operators/controlflow/logical_op.cc paddle/fluid/operators/controlflow/while_op.cc paddle/fluid/operators/controlflow/get_places_op.cc paddle/fluid/operators/controlflow/fetch_op.cc paddle/fluid/operators/controlflow/compare_op.cc paddle/fluid/operators/controlflow/conditional_block_infer_op.cc paddle/fluid/operators/controlflow/conditional_block_op.cc paddle/fluid/operators/controlflow/tensor_array_read_write_op.cc paddle/fluid/operators/controlflow/op_variant.cc paddle/fluid/operators/controlflow/recurrent_op_helper.cc paddle/fluid/operators/controlflow/while_op_helper.cc paddle/fluid/operators/detection/bipartite_match_op.cc paddle/fluid/operators/detection/box_coder_op.cc paddle/fluid/operators/detection/iou_similarity_op.cc paddle/fluid/operators/detection/mine_hard_examples_op.cc paddle/fluid/operators/detection/multiclass_nms_op.cc paddle/fluid/operators/detection/poly_util.cc paddle/fluid/operators/detection/gpc.cc paddle/fluid/operators/detection/prior_box_op.cc paddle/fluid/operators/detection/density_prior_box_op.cc paddle/fluid/operators/detection/anchor_generator_op.cc paddle/fluid/operators/detection/target_assign_op.cc paddle/fluid/operators/detection/polygon_box_transform_op.cc paddle/fluid/operators/detection/rpn_target_assign_op.cc paddle/fluid/operators/detection/generate_proposal_labels_op.cc paddle/fluid/operators/detection/box_clip_op.cc paddle/fluid/operators/detection/yolov3_loss_op.cc paddle/fluid/operators/detection/yolo_box_op.cc paddle/fluid/operators/detection/box_decoder_and_assign_op.cc paddle/fluid/operators/detection/sigmoid_focal_loss_op.cc paddle/fluid/operators/detection/retinanet_detection_output_op.cc paddle/fluid/operators/detection/generate_proposals_op.cc paddle/fluid/operators/detection/distribute_fpn_proposals_op.cc paddle/fluid/operators/detection/collect_fpn_proposals_op.cc paddle/fluid/operators/detection/roi_perspective_transform_op.cc paddle/fluid/operators/detection/mask_util.cc paddle/fluid/operators/detection/generate_mask_labels_op.cc paddle/fluid/operators/elementwise/elementwise_mod_op.cc paddle/fluid/operators/elementwise/elementwise_floordiv_op.cc paddle/fluid/operators/elementwise/elementwise_max_op.cc paddle/fluid/operators/elementwise/elementwise_pow_op.cc paddle/fluid/operators/elementwise/elementwise_sub_op.cc paddle/fluid/operators/elementwise/elementwise_add_op.cc paddle/fluid/operators/elementwise/elementwise_min_op.cc paddle/fluid/operators/elementwise/elementwise_div_op.cc paddle/fluid/operators/elementwise/elementwise_mul_op.cc paddle/fluid/operators/fused/fusion_squared_mat_sub_op.cc paddle/fluid/operators/fused/fusion_seqpool_concat_op.cc paddle/fluid/operators/fused/fused_embedding_fc_lstm_op.cc paddle/fluid/operators/fused/fusion_seqexpand_concat_fc_op.cc paddle/fluid/operators/fused/fused_embedding_seq_pool_op.cc paddle/fluid/operators/fused/fusion_seqconv_eltadd_relu_op.cc paddle/fluid/operators/fused/fusion_gru_op.cc paddle/fluid/operators/fused/fusion_repeated_fc_relu_op.cc paddle/fluid/operators/fused/fusion_lstm_op.cc paddle/fluid/operators/fused/fused_elemwise_activation_op.cc paddle/fluid/operators/metrics/accuracy_op.cc paddle/fluid/operators/metrics/precision_recall_op.cc paddle/fluid/operators/metrics/auc_op.cc paddle/fluid/operators/optimizers/adamax_op.cc paddle/fluid/operators/optimizers/sgd_op.cc paddle/fluid/operators/optimizers/lars_momentum_op.cc paddle/fluid/operators/optimizers/adagrad_op.cc paddle/fluid/operators/optimizers/ftrl_op.cc paddle/fluid/operators/optimizers/momentum_op.cc paddle/fluid/operators/optimizers/adadelta_op.cc paddle/fluid/operators/optimizers/rmsprop_op.cc paddle/fluid/operators/optimizers/lamb_op.cc paddle/fluid/operators/optimizers/proximal_gd_op.cc paddle/fluid/operators/optimizers/proximal_adagrad_op.cc paddle/fluid/operators/optimizers/adam_op.cc paddle/fluid/operators/optimizers/decayed_adagrad_op.cc paddle/fluid/operators/reduce_ops/reduce_all_op.cc paddle/fluid/operators/reduce_ops/reduce_min_op.cc paddle/fluid/operators/reduce_ops/reduce_sum_op.cc paddle/fluid/operators/reduce_ops/reduce_any_op.cc paddle/fluid/operators/reduce_ops/reduce_max_op.cc paddle/fluid/operators/reduce_ops/reduce_mean_op.cc paddle/fluid/operators/reduce_ops/reduce_prod_op.cc paddle/fluid/operators/sequence_ops/sequence_erase_op.cc paddle/fluid/operators/sequence_ops/sequence_unpad_op.cc paddle/fluid/operators/sequence_ops/sequence_mask_op.cc paddle/fluid/operators/sequence_ops/sequence_expand_op.cc paddle/fluid/operators/sequence_ops/sequence_pad_op.cc paddle/fluid/operators/sequence_ops/sequence_enumerate_op.cc paddle/fluid/operators/sequence_ops/sequence_slice_op.cc paddle/fluid/operators/sequence_ops/sequence_softmax_op.cc paddle/fluid/operators/sequence_ops/sequence_expand_as_op.cc paddle/fluid/operators/sequence_ops/sequence_pool_op.cc paddle/fluid/operators/sequence_ops/sequence_reverse_op.cc paddle/fluid/operators/sequence_ops/sequence_scatter_op.cc paddle/fluid/operators/sequence_ops/sequence_conv_op.cc paddle/fluid/operators/sequence_ops/sequence_concat_op.cc paddle/fluid/operators/sequence_ops/sequence_reshape_op.cc paddle/fluid/operators/jit/helper.cc paddle/fluid/operators/jit/kernel_key.cc paddle/fluid/operators/jit/gen_base.cc paddle/fluid/operators/jit/kernel_pool.cc paddle/fluid/operators/jit/refer/refer.cc paddle/fluid/operators/jit/more/mix/mix.cc paddle/fluid/operators/jit/gen/sgd.cc paddle/fluid/operators/jit/gen/hopv.cc paddle/fluid/operators/jit/gen/lstm.cc paddle/fluid/operators/jit/gen/gru.cc paddle/fluid/operators/jit/gen/vbroadcast.cc paddle/fluid/operators/jit/gen/matmul.cc paddle/fluid/operators/jit/gen/seqpool.cc paddle/fluid/operators/jit/gen/embseqpool.cc paddle/fluid/operators/jit/gen/act.cc paddle/fluid/operators/jit/gen/blas.cc paddle/fluid/operators/reader/reader_op_registry.cc paddle/fluid/operators/reader/py_reader.cc paddle/fluid/operators/reader/buffered_reader.cc paddle/fluid/operators/reader/open_files_op.cc paddle/fluid/operators/reader/create_random_data_generator_op.cc paddle/fluid/operators/reader/create_shuffle_reader_op.cc paddle/fluid/operators/reader/create_batch_reader_op.cc paddle/fluid/operators/reader/create_recordio_file_reader_op.cc paddle/fluid/operators/reader/create_double_buffer_reader_op.cc paddle/fluid/operators/reader/create_multi_pass_reader_op.cc paddle/fluid/operators/reader/create_custom_reader_op.cc paddle/fluid/operators/reader/create_py_reader_op.cc paddle/fluid/operators/reader/read_op.cc paddle/fluid/operators/increment_op.cc paddle/fluid/operators/stack_op.cc paddle/fluid/operators/fc_op.cc paddle/fluid/operators/assign_op.cc paddle/fluid/operators/load_op.cc paddle/fluid/operators/fill_op.cc paddle/fluid/operators/reorder_lod_tensor_by_rank_op.cc paddle/fluid/operators/conv_shift_op.cc paddle/fluid/operators/fill_zeros_like_op.cc paddle/fluid/operators/hash_op.cc paddle/fluid/operators/dequantize_op.cc paddle/fluid/operators/fake_quantize_op.cc paddle/fluid/operators/size_op.cc paddle/fluid/operators/scatter_op.cc paddle/fluid/operators/uniform_random_op.cc paddle/fluid/operators/beam_search_op.cc paddle/fluid/operators/beam_search_decode_op.cc paddle/fluid/operators/dropout_op.cc paddle/fluid/operators/interpolate_op.cc paddle/fluid/operators/sampling_id_op.cc paddle/fluid/operators/lstm_op.cc paddle/fluid/operators/modified_huber_loss_op.cc paddle/fluid/operators/temporal_shift_op.cc paddle/fluid/operators/sum_op.cc paddle/fluid/operators/arg_min_op.cc paddle/fluid/operators/psroi_pool_op.cc paddle/fluid/operators/uniform_random_batch_size_like_op.cc paddle/fluid/operators/rnn_memory_helper_op.cc paddle/fluid/operators/crf_decoding_op.cc paddle/fluid/operators/where_op.cc paddle/fluid/operators/fake_dequantize_op.cc paddle/fluid/operators/mean_iou_op.cc paddle/fluid/operators/roi_align_op.cc paddle/fluid/operators/range_op.cc paddle/fluid/operators/edit_distance_op.cc paddle/fluid/operators/multiplex_op.cc paddle/fluid/operators/clip_op.cc paddle/fluid/operators/gaussian_random_op.cc paddle/fluid/operators/norm_op.cc paddle/fluid/operators/rank_loss_op.cc paddle/fluid/operators/detection_map_op.cc paddle/fluid/operators/lstm_unit_op.cc paddle/fluid/operators/shard_index_op.cc paddle/fluid/operators/shape_op.cc paddle/fluid/operators/arg_max_op.cc paddle/fluid/operators/average_accumulates_op.cc paddle/fluid/operators/requantize_op.cc paddle/fluid/operators/conv_op.cc paddle/fluid/operators/add_position_encoding_op.cc paddle/fluid/operators/gru_unit_op.cc paddle/fluid/operators/batch_norm_op.cc paddle/fluid/operators/chunk_eval_op.cc paddle/fluid/operators/lod_rank_table_op.cc paddle/fluid/operators/unsqueeze_op.cc paddle/fluid/operators/positive_negative_pair_op.cc paddle/fluid/operators/im2sequence_op.cc paddle/fluid/operators/margin_rank_loss_op.cc paddle/fluid/operators/hinge_loss_op.cc paddle/fluid/operators/cvm_op.cc paddle/fluid/operators/huber_loss_op.cc paddle/fluid/operators/crop_op.cc paddle/fluid/operators/activation_op.cc paddle/fluid/operators/hierarchical_sigmoid_op.cc paddle/fluid/operators/unfold_op.cc paddle/fluid/operators/max_sequence_len_op.cc paddle/fluid/operators/mul_op.cc paddle/fluid/operators/attention_lstm_op.cc paddle/fluid/operators/top_k_op.cc paddle/fluid/operators/group_norm_op.cc paddle/fluid/operators/selu_op.cc paddle/fluid/operators/lstmp_op.cc paddle/fluid/operators/merge_lod_tensor_op.cc paddle/fluid/operators/truncated_gaussian_random_op.cc paddle/fluid/operators/label_smooth_op.cc paddle/fluid/operators/matmul_op.cc paddle/fluid/operators/spp_op.cc paddle/fluid/operators/unstack_op.cc paddle/fluid/operators/conv_transpose_op.cc paddle/fluid/operators/diag_op.cc paddle/fluid/operators/unpool_op.cc paddle/fluid/operators/lod_array_length_op.cc paddle/fluid/operators/affine_channel_op.cc paddle/fluid/operators/log_loss_op.cc paddle/fluid/operators/concat_op.cc paddle/fluid/operators/lod_tensor_to_array_op.cc paddle/fluid/operators/gru_op.cc paddle/fluid/operators/coalesce_tensor_op.cc paddle/fluid/operators/fsp_op.cc paddle/fluid/operators/linspace_op.cc paddle/fluid/operators/reverse_op.cc paddle/fluid/operators/recurrent_op.cc paddle/fluid/operators/split_selected_rows_op.cc paddle/fluid/operators/dgc_clip_by_norm_op.cc paddle/fluid/operators/scale_op.cc paddle/fluid/operators/save_op.cc paddle/fluid/operators/load_combine_op.cc paddle/fluid/operators/merge_selected_rows_op.cc paddle/fluid/operators/split_op.cc paddle/fluid/operators/cumsum_op.cc paddle/fluid/operators/deformable_psroi_pooling_op.cc paddle/fluid/operators/teacher_student_sigmoid_loss_op.cc paddle/fluid/operators/transpose_op.cc paddle/fluid/operators/fill_constant_batch_size_like_op.cc paddle/fluid/operators/sigmoid_cross_entropy_with_logits_op.cc paddle/fluid/operators/shuffle_channel_op.cc paddle/fluid/operators/affine_grid_op.cc paddle/fluid/operators/split_lod_tensor_op.cc paddle/fluid/operators/grid_sampler_op.cc paddle/fluid/operators/lookup_table_op.cc paddle/fluid/operators/cos_sim_op.cc paddle/fluid/operators/quantize_op.cc paddle/fluid/operators/spectral_norm_op.cc paddle/fluid/operators/cross_entropy_op.cc paddle/fluid/operators/print_op.cc paddle/fluid/operators/lrn_op.cc paddle/fluid/operators/nce_op.cc paddle/fluid/operators/similarity_focus_op.cc paddle/fluid/operators/get_tensor_from_selected_rows_op.cc paddle/fluid/operators/squared_l2_distance_op.cc paddle/fluid/operators/cudnn_lstm_op.cc paddle/fluid/operators/tree_conv_op.cc paddle/fluid/operators/one_hot_op.cc paddle/fluid/operators/lookup_sparse_table_op.cc paddle/fluid/operators/unique_op.cc paddle/fluid/operators/mean_op.cc paddle/fluid/operators/prelu_op.cc paddle/fluid/operators/delete_var_op.cc paddle/fluid/operators/ctc_align_op.cc paddle/fluid/operators/argsort_op.cc paddle/fluid/operators/data_norm_op.cc paddle/fluid/operators/minus_op.cc paddle/fluid/operators/shrink_rnn_memory_op.cc paddle/fluid/operators/lod_reset_op.cc paddle/fluid/operators/l1_norm_op.cc paddle/fluid/operators/gaussian_random_batch_size_like_op.cc paddle/fluid/operators/is_empty_op.cc paddle/fluid/operators/bilinear_tensor_product_op.cc paddle/fluid/operators/kldiv_loss_op.cc paddle/fluid/operators/squeeze_op.cc paddle/fluid/operators/softmax_op.cc paddle/fluid/operators/clip_by_norm_op.cc paddle/fluid/operators/pool_with_index_op.cc paddle/fluid/operators/linear_chain_crf_op.cc paddle/fluid/operators/reshape_op.cc paddle/fluid/operators/fill_constant_op.cc paddle/fluid/operators/space_to_depth_op.cc paddle/fluid/operators/gather_op.cc paddle/fluid/operators/softmax_with_cross_entropy_op.cc paddle/fluid/operators/slice_op.cc paddle/fluid/operators/sign_op.cc paddle/fluid/operators/expand_op.cc paddle/fluid/operators/smooth_l1_loss_op.cc paddle/fluid/operators/tensor_array_to_tensor_op.cc paddle/fluid/operators/row_conv_op.cc paddle/fluid/operators/pad2d_op.cc paddle/fluid/operators/pixel_shuffle_op.cc paddle/fluid/operators/assign_value_op.cc paddle/fluid/operators/random_crop_op.cc paddle/fluid/operators/squared_l2_norm_op.cc paddle/fluid/operators/save_combine_op.cc paddle/fluid/operators/pool_op.cc paddle/fluid/operators/cast_op.cc paddle/fluid/operators/array_to_lod_tensor_op.cc paddle/fluid/operators/fill_any_like_op.cc paddle/fluid/operators/flatten_op.cc paddle/fluid/operators/sample_logits_op.cc paddle/fluid/operators/pad_op.cc paddle/fluid/operators/bpr_loss_op.cc paddle/fluid/operators/roi_pool_op.cc paddle/fluid/operators/pad_constant_like_op.cc paddle/fluid/operators/isfinite_op.cc paddle/fluid/operators/layer_norm_op.cc paddle/fluid/operators/maxout_op.cc paddle/fluid/operators/warpctc_op.cc paddle/fluid/string/piece.cc paddle/fluid/string/pretty_log.cc paddle/fluid/string/string_helper.cc paddle/fluid/recordio/header.cc paddle/fluid/recordio/chunk.cc paddle/fluid/recordio/writer.cc paddle/fluid/recordio/scanner.cc paddle/fluid/inference/io.cc paddle/fluid/inference/analysis/ir_passes/subgraph_detector.cc paddle/fluid/inference/analysis/ir_passes/subgraph_util.cc paddle/fluid/inference/analysis/passes/ir_graph_build_pass.cc paddle/fluid/inference/analysis/passes/ir_analysis_pass.cc paddle/fluid/inference/analysis/passes/memory_optimize_pass.cc paddle/fluid/inference/analysis/passes/ir_params_sync_among_devices_pass.cc paddle/fluid/inference/analysis/passes/ir_graph_to_program_pass.cc paddle/fluid/inference/analysis/passes/adjust_cudnn_workspace_size_pass.cc paddle/fluid/inference/analysis/passes/inference_op_replace_pass.cc paddle/fluid/inference/analysis/passes/passes.cc paddle/fluid/inference/analysis/helper.cc paddle/fluid/inference/analysis/ir_pass_manager.cc paddle/fluid/inference/analysis/argument.cc paddle/fluid/inference/analysis/analysis_pass.cc paddle/fluid/inference/analysis/analyzer.cc paddle/fluid/inference/utils/benchmark.cc paddle/fluid/inference/api/api.cc paddle/fluid/inference/api/api_impl.cc paddle/fluid/inference/api/helper.cc paddle/fluid/inference/api/analysis_predictor.cc paddle/fluid/inference/api/details/zero_copy_tensor.cc paddle/fluid/inference/api/details/reset_tensor_array.cc paddle/fluid/inference/api/analysis_config.cc paddle/fluid/inference/api/paddle_pass_builder.cc" +paddle_fluid_noavx_openblas_src += ' paddle/fluid/framework/revision.cc' + + +StaticLibrary('paddle_fluid_noavx_openblas', Sources(paddle_fluid_noavx_openblas_src, CppFlags('-DHPPL_STUB_FUNC -DPADDLE_DISABLE_PROFILER -DPADDLE_NO_PYTHON -DPADDLE_ON_INFERENCE -DPADDLE_USE_DSO -DPADDLE_USE_OPENBLAS -DPADDLE_USE_PTHREAD_BARRIER -DPADDLE_USE_PTHREAD_SPINLOCK -DPADDLE_VERSION=0.0.0 -DPADDLE_WITH_XBYAK -DXBYAK64 -DXBYAK_NO_OP_NAMES -D_GNU_SOURCE -D__STDC_LIMIT_MACROS -DPYBIND_NOAVX_OPENBLAS' + r" -DPADDLE_REVISION=\"%s@%s@%s\"" % (REPO_URL(), REPO_BRANCH(), REPO_REVISION())), CFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -msse3 -O3 -DNDEBUG '), CxxFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -msse3 -O3 -DNDEBUG '))) +SharedLibrary('paddle_fluid_noavx_openblas', Sources(paddle_fluid_noavx_openblas_src, CppFlags('-DHPPL_STUB_FUNC -DPADDLE_DISABLE_PROFILER -DPADDLE_NO_PYTHON -DPADDLE_ON_INFERENCE -DPADDLE_USE_DSO -DPADDLE_USE_OPENBLAS -DPADDLE_USE_PTHREAD_BARRIER -DPADDLE_USE_PTHREAD_SPINLOCK -DPADDLE_VERSION=0.0.0 -DPADDLE_WITH_XBYAK -DXBYAK64 -DXBYAK_NO_OP_NAMES -D_GNU_SOURCE -D__STDC_LIMIT_MACROS -DPYBIND_NOAVX_OPENBLAS' + r" -DPADDLE_REVISION=\"%s@%s@%s\"" % (REPO_URL(), REPO_BRANCH(), REPO_REVISION())), CFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -msse3 -O3 -DNDEBUG '), CxxFlags('-std=c++11 -m64 -fPIC -fno-omit-frame-pointer -Werror -Wall -Wextra -Wnon-virtual-dtor -Wdelete-non-virtual-dtor -Wno-unused-parameter -Wno-unused-function -Wno-error=literal-suffix -Wno-error=sign-compare -Wno-error=unused-local-typedefs -Wno-error=maybe-uninitialized -msse3 -O3 -DNDEBUG ')), LinkDeps(True)) + + diff --git a/paddle/fluid/framework/channel.h b/paddle/fluid/framework/channel.h index 644f60dbebf61203c8d811aa8722e0f239018b5d..f0658ed1356e3428f563a294bdc9fda078e0fea0 100644 --- a/paddle/fluid/framework/channel.h +++ b/paddle/fluid/framework/channel.h @@ -332,7 +332,7 @@ class ChannelReader { } if (cursor_ >= buffer_.size()) { cursor_ = 0; - if (channel_->read(buffer_) == 0) { + if (channel_->Read(buffer_) == 0) { failed_ = true; return *this; } diff --git a/paddle/fluid/framework/io/fs.cc b/paddle/fluid/framework/io/fs.cc index d5bc5df2565b0f25bc29f2fce37c1bd8626a0dbc..fc6e9f40b9dab44bc94f7730a2e2c21b16a5a872 100644 --- a/paddle/fluid/framework/io/fs.cc +++ b/paddle/fluid/framework/io/fs.cc @@ -149,7 +149,7 @@ std::vector localfs_list(const std::string& path) { std::shared_ptr pipe; int err_no = 0; pipe = shell_popen( - string::format_string("find %s -type f -maxdepth 1", path.c_str()), "r", + string::format_string("find %s -maxdepth 1 -type f", path.c_str()), "r", &err_no); string::LineFileReader reader; std::vector list; @@ -452,5 +452,24 @@ void fs_mkdir(const std::string& path) { LOG(FATAL) << "Not supported"; } } + +std::string fs_path_join(const std::string& dir, const std::string &path) { + if (dir.empty()) { + return path; + } + if (dir.back() == '/') { + return dir + path; + } + return dir + '/' + path; +} + +std::pair fs_path_split(const std::string &path) { + size_t pos = path.find_last_of('/'); + if (pos == std::string::npos) { + return {".", path}; + } + return {path.substr(0, pos), path.substr(pos + 1)}; +} + } // end namespace framework } // end namespace paddle diff --git a/paddle/fluid/framework/io/fs.h b/paddle/fluid/framework/io/fs.h index 3f0174701c24cc5a3eac38d12792650bdbd9463b..3f9e787348426a29ddd639174814c5c337b455cc 100644 --- a/paddle/fluid/framework/io/fs.h +++ b/paddle/fluid/framework/io/fs.h @@ -97,5 +97,9 @@ extern std::string fs_tail(const std::string& path); extern bool fs_exists(const std::string& path); extern void fs_mkdir(const std::string& path); + +extern std::string fs_path_join(const std::string& dir, const std::string &path); + +extern std::pair fs_path_split(const std::string &path); } // namespace framework } // namespace paddle diff --git a/paddle/fluid/string/string_helper.h b/paddle/fluid/string/string_helper.h index cc09088c7ee8a38e3b3a7a673c9da2e21cf42485..cbf7fd2a7ba8787ac56d9a5d112490c07f55c9ca 100644 --- a/paddle/fluid/string/string_helper.h +++ b/paddle/fluid/string/string_helper.h @@ -136,6 +136,18 @@ std::string join_strings(const Container& strs, char delim) { return str; } + + static inline bool end_with(const std::string& main_str, const std::string& str) { + return main_str.length() >= str.length() && + strncmp(main_str.c_str() + main_str.length() - str.length(), str.c_str(), str.length()) == + 0; + } + + static inline bool begin_with(const std::string& main_str, const std::string& str) { + return main_str.length() >= str.length() && + strncmp(main_str.c_str(), str.c_str(), str.length()) == 0; + } + // A helper class for reading lines from file. A line buffer is maintained. It // doesn't need to know the maximum possible length of a line. diff --git a/paddle/fluid/train/custom_trainer/feed/.clang-format b/paddle/fluid/train/custom_trainer/feed/.clang-format new file mode 100644 index 0000000000000000000000000000000000000000..50fee4ceaf15586c9bbb5f15ae8cf5733bada176 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/.clang-format @@ -0,0 +1,33 @@ +BasedOnStyle: Google +AccessModifierOffset: -4 +AlignAfterOpenBracket: AlwaysBreak +AlignOperands: false +AllowAllParametersOfDeclarationOnNextLine: false +AllowShortBlocksOnASingleLine: false +AllowShortCaseLabelsOnASingleLine: false +AllowShortFunctionsOnASingleLine: Empty +AllowShortIfStatementsOnASingleLine: false +AllowShortLoopsOnASingleLine: false +AlwaysBreakAfterReturnType: None +AlwaysBreakTemplateDeclarations: true +BinPackArguments: false +BinPackParameters: false +BreakConstructorInitializers: AfterColon +ColumnLimit: 100 +ConstructorInitializerIndentWidth: 8 +ContinuationIndentWidth: 8 +DerivePointerAlignment: true +FixNamespaceComments: true +IndentCaseLabels: false +IndentWidth: 4 +MaxEmptyLinesToKeep: 1 +NamespaceIndentation: None +PenaltyBreakAssignment: 2 +PenaltyBreakBeforeFirstCallParameter: 1 +PenaltyBreakComment: 500 +PenaltyBreakFirstLessLess: 120 +PenaltyBreakString: 1000 +PenaltyExcessCharacter: 1000000 +PenaltyReturnTypeOnItsOwnLine: 400 +PointerAlignment: Left +SortIncludes: false diff --git a/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.cc b/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.cc index a7e98b213fed677aa1516cd7f0675ae65dff8001..7e474eefd6bd9ec48d2f0393e64d088d60d5cfc4 100644 --- a/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.cc +++ b/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.cc @@ -1,23 +1,48 @@ -#pragma once +#include "paddle/fluid/string/string_helper.h" +#include "paddle/fluid/train/custom_trainer/feed/io/file_system.h" #include "paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.h" namespace paddle { namespace custom_trainer { namespace feed { + int EpochAccessor::initialize(YAML::Node config, + std::shared_ptr context_ptr) { + _model_root_path = config["model_root_path"].as() + "/"; + + _done_file_path = _model_root_path; + if (config["donefile"]) { + _done_file_path.append(config["donefile"].as()); + } else { + _done_file_path.append("epoch_donefile.txt"); + } + + if (!context_ptr->file_system->exists(_done_file_path)) { + VLOG(0) << "missing done file, path:" << _done_file_path; + } + + std::string done_text = context_ptr->file_system->tail(_done_file_path); + _done_status = paddle::string::split_string(done_text, std::string("\t")); + _current_epoch_id = get_status(EpochStatusFiled::EpochIdField); + _last_checkpoint_epoch_id = get_status(EpochStatusFiled::CheckpointIdField); + _last_checkpoint_path = get_status(EpochStatusFiled::CheckpointPathField); + return 0; + } + int HourlyEpochAccessor::initialize(YAML::Node config, std::shared_ptr context_ptr) { + EpochAccessor::initialize(config, context_ptr); return 0; } + void HourlyEpochAccessor::next_epoch() { _current_epoch_id = next_epoch_id(_current_epoch_id); } + std::string HourlyEpochAccessor::text(uint64_t epoch_id) { - return std::to_string(epoch_id); + return format_timestamp(epoch_id, "%Y%m%d delta-%H"); } - bool HourlyEpochAccessor::data_ready(uint64_t epoch_id) { - return true; - } - int HourlyEpochAccessor::next_epoch_id(uint64_t epoch_id) { + + uint64_t HourlyEpochAccessor::next_epoch_id(uint64_t epoch_id) { if (epoch_id == 0) { struct timeval now; gettimeofday(&now, NULL); @@ -25,15 +50,19 @@ namespace feed { } return epoch_id + 3600; } + bool HourlyEpochAccessor::is_last_epoch(uint64_t epoch_id) { return ((epoch_id / 3600) % 24) == 23; - } + } + uint64_t HourlyEpochAccessor::epoch_time_interval() { return 3600; } + uint64_t HourlyEpochAccessor::epoch_timestamp(uint64_t epoch_id) { return epoch_id; - } + } + bool HourlyEpochAccessor::need_save_model(uint64_t epoch_id, ModelSaveWay save_way) { if (epoch_id == 0) { return false; @@ -47,6 +76,7 @@ namespace feed { } return false; } + std::string HourlyEpochAccessor::model_save_path(uint64_t epoch_id, ModelSaveWay save_way) { if (save_way == ModelSaveWay::ModelSaveInferenceDelta) { return _model_root_path + "/xbox/delta-" + std::to_string(epoch_id); @@ -57,6 +87,7 @@ namespace feed { } return ""; } + REGISTER_CLASS(EpochAccessor, HourlyEpochAccessor); } // namespace feed diff --git a/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.h b/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.h index 5d47e9801a7795570c19ab2c9be17fd1f070dbae..247a1fe3d1fab24fb5faae7f00def1adb4eda4e5 100644 --- a/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.h +++ b/paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.h @@ -1,4 +1,7 @@ #pragma once +#include +#include "paddle/fluid/string/to_string.h" +#include "paddle/fluid/string/string_helper.h" #include "paddle/fluid/train/custom_trainer/feed/accessor/accessor.h" #include "paddle/fluid/train/custom_trainer/feed/common/registerer.h" @@ -6,20 +9,41 @@ namespace paddle { namespace custom_trainer { namespace feed { +enum class EpochStatusFiled { + DateField = 0, + TimestampField = 1, + CheckpointPathField = 2, + EpochIdField = 3, + CheckpointIdField = 4 +}; + class EpochAccessor : public Accessor { public: EpochAccessor() {} virtual ~EpochAccessor() {} virtual int initialize(YAML::Node config, - std::shared_ptr context_ptr) = 0; + std::shared_ptr context_ptr); virtual uint64_t current_epoch_id() { return _current_epoch_id; } - virtual void next_epoch() = 0; - virtual std::string text(uint64_t epoch_id) = 0; - virtual bool data_ready(uint64_t epoch_id) = 0; - virtual int next_epoch_id(uint64_t epoch_id) = 0; + + virtual const std::string& checkpoint_path() { + return _last_checkpoint_path; + } + + template + T get_status(EpochStatusFiled field) { + auto status = paddle::string::trim_spaces(_done_status[static_cast(field)]); + return boost::lexical_cast(status.c_str()); + } + + virtual void next_epoch() = 0; + virtual std::string model_root_path() { + return _model_root_path; + } + virtual std::string text(uint64_t epoch_id) = 0; + virtual uint64_t next_epoch_id(uint64_t epoch_id) = 0; virtual bool is_last_epoch(uint64_t epoch_id) = 0; //epoch间的数据时间间隔（秒） virtual uint64_t epoch_time_interval() = 0; @@ -28,7 +52,13 @@ public: virtual bool need_save_model(uint64_t epoch_id, ModelSaveWay save_way) = 0; virtual std::string model_save_path(uint64_t epoch_id, ModelSaveWay save_way) = 0; protected: - uint64_t _current_epoch_id; + std::string _done_file_path; + std::string _model_root_path; + uint64_t _current_epoch_id = 0; + std::string _last_checkpoint_path; + uint64_t _last_checkpoint_epoch_id = 0; + std::vector _done_status; //当前完成状态，统一存成string + }; REGISTER_REGISTERER(EpochAccessor); @@ -40,15 +70,12 @@ public: std::shared_ptr context_ptr); virtual void next_epoch(); virtual std::string text(uint64_t epoch_id); - virtual bool data_ready(uint64_t epoch_id); - virtual int next_epoch_id(uint64_t epoch_id); + virtual uint64_t next_epoch_id(uint64_t epoch_id); virtual bool is_last_epoch(uint64_t epoch_id); virtual uint64_t epoch_time_interval(); virtual uint64_t epoch_timestamp(uint64_t epoch_id); virtual bool need_save_model(uint64_t epoch_id, ModelSaveWay save_way); virtual std::string model_save_path(uint64_t epoch_id, ModelSaveWay save_way); -private: - std::string _model_root_path; }; } // namespace feed diff --git a/paddle/fluid/train/custom_trainer/feed/accessor/me b/paddle/fluid/train/custom_trainer/feed/accessor/me deleted file mode 100644 index c493791686f4ac5eb464dd201de20bd6a05405a4..0000000000000000000000000000000000000000 --- a/paddle/fluid/train/custom_trainer/feed/accessor/me +++ /dev/null @@ -1,14840 +0,0 @@ - 14839 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2e0f7d42f46d555e1e3903d1a482028c9bcf13d1..39e669954d99b1aa7500fb3d7c2c83ce5eeda0c5 100644 --- a/paddle/fluid/train/custom_trainer/feed/common/pipeline.h +++ b/paddle/fluid/train/custom_trainer/feed/common/pipeline.h @@ -1,4 +1,5 @@ #pragma once +#include #include "paddle/fluid/framework/archive.h" namespace paddle { diff --git a/paddle/fluid/train/custom_trainer/feed/common/registerer.h b/paddle/fluid/train/custom_trainer/feed/common/registerer.h index 079b49f8985dbebcba799a3494ddd5e089e0d1e2..eb57cabea97398b620e94c03fc38975947fd60dd 100644 --- a/paddle/fluid/train/custom_trainer/feed/common/registerer.h +++ b/paddle/fluid/train/custom_trainer/feed/common/registerer.h @@ -106,7 +106,7 @@ BaseClassMap& global_factory_map_cpp(); void register_factory_##name() __attribute__((constructor)); #define CREATE_CLASS(base_class, name) \ - base_class##Registerer::CreateInstanceByName(name); + base_class##Registerer::CreateInstanceByName(name) }//namespace feed }//namespace custom_trainer diff --git a/paddle/fluid/train/custom_trainer/feed/common/runtime_environment.cc b/paddle/fluid/train/custom_trainer/feed/common/runtime_environment.cc index 9dbc44b105de67edda6f3712695642b020ffe0bb..83435853b580f24e01cc26b5d57c9b8258714a34 100644 --- a/paddle/fluid/train/custom_trainer/feed/common/runtime_environment.cc +++ b/paddle/fluid/train/custom_trainer/feed/common/runtime_environment.cc @@ -1,3 +1,4 @@ +#include #include "paddle/fluid/train/custom_trainer/feed/common/runtime_environment.h" namespace paddle { @@ -68,26 +69,67 @@ public: virtual void barrier(EnvironmentRole role) { MPI_Barrier(mpi_node_info(role).mpi_comm); } + virtual void bcast(paddle::framework::BinaryArchive& ar, int root_id, EnvironmentRole role) { auto& node_info = mpi_node_info(role); - int len = (int)ar.length(); + int len = (int)ar.Length(); MPI_Bcast(&len, 1, MPI_INT, root_id, node_info.mpi_comm); - ar.resize(len); - ar.set_cursor(ar.buffer()); - MPI_Bcast(ar.buffer(), len, MPI_BYTE, root, node_info.mpi_comm); + ar.Resize(len); + ar.SetCursor(ar.Buffer()); + MPI_Bcast(ar.Buffer(), len, MPI_BYTE, root_id, node_info.mpi_comm); } + protected: - virtual void print_log(EnvironmentLogType type, EnvironmentLogLevel level, const std::string& log_str); + virtual void print_log(EnvironmentRole role, EnvironmentLogType type, + EnvironmentLogLevel level, const std::string& log_str) { + if (type == EnvironmentLogType::MASTER_LOG && !is_master_node(role)) { + return; + } + VLOG(static_cast(level)) << log_str; + } + inline MpiNodeInfo& mpi_node_info(EnvironmentRole role) { return _roles_node_info[static_cast(role)]; } + private: std::vector _roles_node_info; - }; - REGISTER_CLASS(RuntimeEnvironment, MPIRuntimeEnvironment); - + +//用于本地模式单机训练 +class LocalRuntimeEnvironment : public RuntimeEnvironment { +public: + LocalRuntimeEnvironment() {} + virtual ~LocalRuntimeEnvironment() {} + virtual int initialize(YAML::Node config) { + return 0; + } + virtual int wireup() { + return 0; + } + virtual uint32_t rank_id(EnvironmentRole role) { + return 0; + } + virtual uint32_t node_num(EnvironmentRole role) { + return 1; + } + virtual int set_role(EnvironmentRole role) { + return 0; + } + virtual void barrier(EnvironmentRole role) { + return; + } + virtual void bcast(paddle::framework::BinaryArchive& ar, int root_id, EnvironmentRole role) { + return; + } +protected: + virtual void print_log(EnvironmentRole role, EnvironmentLogType type, + EnvironmentLogLevel level, const std::string& log_str) { + VLOG(static_cast(level)) << log_str; + } +}; +REGISTER_CLASS(RuntimeEnvironment, LocalRuntimeEnvironment); } // namespace feed } // namespace custom_trainer diff --git a/paddle/fluid/train/custom_trainer/feed/common/runtime_environment.h b/paddle/fluid/train/custom_trainer/feed/common/runtime_environment.h index 49fc4629eafd4139b2ff0cc453956e7dbe7b8b12..d0277483a95c68dc790ad85527f87767218b02fb 100644 --- a/paddle/fluid/train/custom_trainer/feed/common/runtime_environment.h +++ b/paddle/fluid/train/custom_trainer/feed/common/runtime_environment.h @@ -55,9 +55,9 @@ public: //环境定制化log template - void log(EnvironmentLogType type, EnvironmentLogLevel level, - const char* fmt, ARGS && ... args) { - print_log(type, level, paddle::string::format_string(fmt, args...)); + void log(EnvironmentRole role, EnvironmentLogType type, + EnvironmentLogLevel level, const char* fmt, ARGS && ... args) { + print_log(role, type, level, paddle::string::format_string(fmt, args...)); } //多线程可调用接口 End @@ -69,14 +69,13 @@ public: virtual void bcast(paddle::framework::BinaryArchive& ar, int root_id, EnvironmentRole role) = 0; //接口只允许在主线程调用 End protected: - virtual void print_log(EnvironmentLogType type, EnvironmentLogLevel level, const std::string& log_str) = 0; + virtual void print_log(EnvironmentRole role, EnvironmentLogType type, + EnvironmentLogLevel level, const std::string& log_str) = 0; }; REGISTER_REGISTERER(RuntimeEnvironment); - - std::string format_timestamp(time_t time, const char* format); -std::string format_timestamp(time_t time, const std::string& format) { +inline std::string format_timestamp(time_t time, const std::string& format) { return format_timestamp(time, format.c_str()); } diff --git a/paddle/fluid/train/custom_trainer/feed/conf/trainer.yaml b/paddle/fluid/train/custom_trainer/feed/conf/trainer.yaml index 85236102be9762b3b9f3a4d13570bb5c0fa1ce6c..2b97e6e3a42650173661136cd3a8d66328ee4b34 100644 --- a/paddle/fluid/train/custom_trainer/feed/conf/trainer.yaml +++ b/paddle/fluid/train/custom_trainer/feed/conf/trainer.yaml @@ -1,6 +1,34 @@ train_thread_num : 10 environment : - environment_class : MPIRuntimeEnvironment + environment_class : LocalRuntimeEnvironment + +io : + file_systems : + afs : + class : HadoopFileSystem + buffer_size : 1024000 + ugis : + 'default': 'feed_video,D3a0z8' + 'xingtian.afs.baidu.com:9902': 'feed_video,D3a0z8' + local : + class : LocalFileSystem + buffer_size : 1024000 +dataset : + data_list : + train_sample : + prefetch_num : 2 + root_path : ./sample + data_spit_interval : 300 + data_path_formater : '%Y%m%d/%H%M' + data_reader : LineDataReader + done_file : to.hadoop.done + filename_prefix : part + pipeline_cmd : cat + parser : + class : LineDataParser + epoch: - epoch_class : HourlyEpochAccessor + epoch_class : HourlyEpochAccessor + model_root_path : ./model/ + diff --git a/paddle/fluid/train/custom_trainer/feed/dataset/data_reader.cc b/paddle/fluid/train/custom_trainer/feed/dataset/data_reader.cc new file mode 100644 index 0000000000000000000000000000000000000000..31ed1870e2ec8b8c11fc36eb55baa679a2286483 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/dataset/data_reader.cc @@ -0,0 +1,210 @@ +#include "paddle/fluid/train/custom_trainer/feed/dataset/data_reader.h" + +#include +#include + +#include +#include + +#include "paddle/fluid/train/custom_trainer/feed/io/file_system.h" + +namespace paddle { +namespace custom_trainer { +namespace feed { + +class LineDataParser : public DataParser { +public: + LineDataParser() {} + + virtual ~LineDataParser() {} + + virtual int initialize(const YAML::Node& config, std::shared_ptr context) { + return 0; + } + + virtual int parse(const char* str, size_t len, DataItem& data) const { + size_t pos = 0; + while (pos < len && str[pos] != ' ') { + ++pos; + } + if (pos >= len) { + VLOG(2) << "fail to parse line: " << std::string(str, len) << ", strlen: " << len; + return -1; + } + VLOG(5) << "getline: " << str << " , pos: " << pos << ", len: " << len; + data.id.assign(str, pos); + data.data.assign(str + pos + 1, len - pos - 1); + return 0; + } + + virtual int parse(const char* str, DataItem& data) const { + size_t pos = 0; + while (str[pos] != '\0' && str[pos] != ' ') { + ++pos; + } + if (str[pos] == '\0') { + VLOG(2) << "fail to parse line: " << str << ", get '\\0' at pos: " << pos; + return -1; + } + VLOG(5) << "getline: " << str << " , pos: " << pos; + data.id.assign(str, pos); + data.data.assign(str + pos + 1); + return 0; + } + + virtual int parse_to_sample(const DataItem& data, SampleInstance& instance) const { + return 0; + } +}; +REGISTER_CLASS(DataParser, LineDataParser); + +int DataReader::initialize(const YAML::Node& config, std::shared_ptr context) { + _parser.reset(CREATE_CLASS(DataParser, config["parser"]["class"].as())); + if (_parser == nullptr) { + VLOG(2) << "fail to get parser: " << config["parser"]["class"].as(); + return -1; + } + if (_parser->initialize(config["parser"], context) != 0) { + VLOG(2) << "fail to initialize parser" << config["parser"]["class"].as(); + return -1; + } + _pipeline_cmd = config["pipeline_cmd"].as(); + return 0; +} + +class LineDataReader : public DataReader { +public: + LineDataReader() {} + virtual ~LineDataReader() {} + virtual int initialize(const YAML::Node& config, std::shared_ptr context) { + if (DataReader::initialize(config, context) != 0) { + return -1; + } + _done_file_name = config["done_file"].as(); + _filename_prefix = config["filename_prefix"].as(""); + + if (config["file_system"] && config["file_system"]["class"]) { + _file_system.reset( + CREATE_CLASS(FileSystem, config["file_system"]["class"].as())); + if (_file_system == nullptr || + _file_system->initialize(config["file_system"], context) != 0) { + VLOG(2) << "fail to create class: " + << config["file_system"]["class"].as(); + return -1; + } + } else if (context->file_system != nullptr) { + _file_system = context->file_system; + } else { + _file_system.reset(CREATE_CLASS(FileSystem, "LocalFileSystem")); + if (_file_system == nullptr || _file_system->initialize(YAML::Load(""), context) != 0) { + VLOG(2) << "fail to init file system"; + return -1; + } + } + return 0; + } + + //判断样本数据是否已就绪，就绪表明可以开始download + virtual bool is_data_ready(const std::string& data_dir) { + auto done_file_path = _file_system->path_join(data_dir, _done_file_name); + if (_file_system->exists(done_file_path)) { + return true; + } + return false; + } + + virtual std::vector data_file_list(const std::string& data_dir) { + std::vector data_files; + for (auto& filepath : _file_system->list(data_dir)) { + auto filename = _file_system->path_split(filepath).second; + if (filename != _done_file_name && + string::begin_with(filename, _filename_prefix)) { + data_files.push_back(std::move(filepath)); + } + } + return data_files; + } + + //读取数据样本流中 + virtual int read_all(const std::string& data_dir, framework::Channel data_channel) { + auto file_list = data_file_list(data_dir); + return read_all(file_list, data_channel); + } + virtual int read_all(const std::vector& file_list, ::paddle::framework::Channel data_channel) { + auto deleter = [](framework::ChannelWriter *writer) { + if (writer) { + writer->Flush(); + VLOG(3) << "writer auto flush"; + } + delete writer; + }; + std::unique_ptr, decltype(deleter)> writer(new framework::ChannelWriter(data_channel.get()), deleter); + DataItem data_item; + + int file_list_size = file_list.size(); + std::atomic is_failed(false); + + #pragma omp parallel for + for (int i = 0; i < file_list_size; ++i) { + const auto& filepath = file_list[i]; + if (!is_failed) { + std::shared_ptr fin = _file_system->open_read(filepath, _pipeline_cmd); + if (fin == nullptr) { + VLOG(2) << "fail to open file: " << filepath << ", with cmd: " << _pipeline_cmd; + is_failed = true; + continue; + } + char *buffer = nullptr; + size_t buffer_size = 0; + ssize_t line_len = 0; + while ((line_len = getline(&buffer, &buffer_size, fin.get())) != -1) { + if (line_len > 0 && buffer[line_len - 1] == '\n') { + buffer[--line_len] = '\0'; + } + if (line_len <= 0) { + continue; + } + if (_parser->parse(buffer, line_len, data_item) == 0) { + (*writer) << std::move(data_item); + } + } + if (buffer != nullptr) { + free(buffer); + buffer = nullptr; + buffer_size = 0; + } + if (ferror(fin.get()) != 0) { + VLOG(2) << "fail to read file: " << filepath; + is_failed = true; + continue; + } + } + if (_file_system->err_no() != 0) { + _file_system->reset_err_no(); + is_failed = true; + continue; + } + } + writer->Flush(); + if (!(*writer)) { + VLOG(2) << "fail when write to channel"; + is_failed = true; + } + data_channel->Close(); + return is_failed ? -1 : 0; + } + + virtual const DataParser* get_parser() { + return _parser.get(); + } + +private: + std::string _done_file_name; // without data_dir + std::string _filename_prefix; + std::shared_ptr _file_system; +}; +REGISTER_CLASS(DataReader, LineDataReader); + +} // namespace feed +} // namespace custom_trainer +} // namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/dataset/data_reader.h b/paddle/fluid/train/custom_trainer/feed/dataset/data_reader.h index d2c2c9b4ec3333148bea975023d610b3e06c0bf9..c24db38ae59312a2c9406c7c4ece98d56b91eea1 100644 --- a/paddle/fluid/train/custom_trainer/feed/dataset/data_reader.h +++ b/paddle/fluid/train/custom_trainer/feed/dataset/data_reader.h @@ -48,9 +48,10 @@ public: virtual ~DataParser() {} virtual int initialize(const YAML::Node& config, std::shared_ptr context) = 0; virtual int parse(const std::string& str, DataItem& data) const { - return parse(str.c_str(), str.size(), data); + return parse(str.c_str(), data); } virtual int parse(const char* str, size_t len, DataItem& data) const = 0; + virtual int parse(const char* str, DataItem& data) const = 0; virtual int parse_to_sample(const DataItem& data, SampleInstance& instance) const = 0; }; REGISTER_REGISTERER(DataParser); @@ -59,29 +60,24 @@ class DataReader { public: DataReader() {} virtual ~DataReader() {} - virtual int initialize(const YAML::Node& config, std::shared_ptr context) = 0; + virtual int initialize(const YAML::Node& config, std::shared_ptr context); //判断样本数据是否已就绪，就绪表明可以开始download virtual bool is_data_ready(const std::string& data_dir) = 0; //读取dir下文件列表 - virtual std::vector data_file_list(const std::string& data_dir); + virtual std::vector data_file_list(const std::string& data_dir) = 0; //读取目录下数据到样本流中 - virtual int read_all(const std::string& data_dir, ::paddle::framework::Channel& data_channel) = 0; + virtual int read_all(const std::string& data_dir, ::paddle::framework::Channel data_channel) = 0; //读取指定文件列表的数据到样本流中 - virtual int read_all(const std::vector& data_list, ::paddle::framework::Channel& data_channel) = 0; + virtual int read_all(const std::vector& data_list, ::paddle::framework::Channel data_channel) = 0; virtual const DataParser* get_parser() { return _parser.get(); } -private: +protected: std::shared_ptr _parser;//数据格式转换 std::string _pipeline_cmd; //将文件流，重定向到pipeline_cmd，再读入 }; REGISTER_REGISTERER(DataReader); - -//TODO -//可读取HDFS/DISK上数据的Reader，数据按行分隔 -//HDFS/DISK - FileLineReader - }//namespace feed }//namespace custom_trainer }//namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/dataset/dataset.cc b/paddle/fluid/train/custom_trainer/feed/dataset/dataset.cc index 125b412def25e84323f60b1d41daa5279804d78f..fc29f30852245916c89b6a724b5f4aa23c2dd6c6 100644 --- a/paddle/fluid/train/custom_trainer/feed/dataset/dataset.cc +++ b/paddle/fluid/train/custom_trainer/feed/dataset/dataset.cc @@ -6,15 +6,14 @@ namespace feed { int Dataset::initialize( const YAML::Node& config, std::shared_ptr context) { - if (!config["data_list"]) { - VLOG(0) << "miss data_list config in dataset, please check"; + if (config["data_list"].Type() != YAML::NodeType::Map) { + VLOG(0) << "miss data_list config in dataset, or type error please check"; return -1; } - int data_num = config["data_list"].size(); - for (int i = 0; i < data_num; ++i) { - std::string name = config["data_list"][i]["name"].as(); + for (auto& data_config : config["data_list"]) { + std::string name = data_config.first.as(); auto data_ptr = std::make_shared(); - if (data_ptr->initialize(config["data_list"][i], context) != 0) { + if (data_ptr->initialize(data_config.second, context) != 0) { VLOG(0) << "dataset initialize failed, name:" << name; return -1; } @@ -23,12 +22,27 @@ int Dataset::initialize( return 0; } +inline void Dataset::pre_detect_data(uint64_t epoch_id) { + for (auto it = _data_containers.begin(); it != _data_containers.end(); ++it) { + it->second->pre_detect_data(epoch_id); + } + return; +} inline void Dataset::pre_detect_data( const std::string& data_name, uint64_t epoch_id) { _data_containers[data_name]->pre_detect_data(epoch_id); return; } +inline DatasetStatus Dataset::epoch_data_status(uint64_t epoch_id) { + int status = static_cast(DatasetStatus::Ready); + for (auto it = _data_containers.begin(); it != _data_containers.end(); ++it) { + auto d_status = static_cast(it->second->epoch_data_status(epoch_id)); + status = d_status < status ? d_status : status; + } + return static_cast(status); +} + inline DatasetStatus Dataset::epoch_data_status( const std::string& data_name, uint64_t epoch_id) { return _data_containers[data_name]->epoch_data_status(epoch_id); diff --git a/paddle/fluid/train/custom_trainer/feed/dataset/dataset.h b/paddle/fluid/train/custom_trainer/feed/dataset/dataset.h index 248aa9477dd53ce57ad0cf764aabcde1ca63896e..f8ea62c65202cf04622bb3e5e39ae82913a13feb 100644 --- a/paddle/fluid/train/custom_trainer/feed/dataset/dataset.h +++ b/paddle/fluid/train/custom_trainer/feed/dataset/dataset.h @@ -22,9 +22,11 @@ public: const YAML::Node& config, std::shared_ptr context); //触发可预取的数据判断 + virtual void pre_detect_data(uint64_t epoch_id); virtual void pre_detect_data(const std::string& data_name, uint64_t epoch_id); //获取数据状态 + virtual DatasetStatus epoch_data_status(uint64_t epoch_id); virtual DatasetStatus epoch_data_status(const std::string& data_name, uint64_t epoch_id); //返回各DataContainer内的原始数据(maybe 压缩格式) diff --git a/paddle/fluid/train/custom_trainer/feed/dataset/dataset_container.cc b/paddle/fluid/train/custom_trainer/feed/dataset/dataset_container.cc index 7b19e1cb0576371c770edfc0fd1435de81bee92e..2f43e735ac525defa58139a6e0e0666c16eaa864 100644 --- a/paddle/fluid/train/custom_trainer/feed/dataset/dataset_container.cc +++ b/paddle/fluid/train/custom_trainer/feed/dataset/dataset_container.cc @@ -23,6 +23,9 @@ int DatasetContainer::initialize( //预取n轮样本数据 _prefetch_num = config["prefetch_num"].as(); _dataset_list.resize(_prefetch_num); + for (int i = 0; i < _prefetch_num; ++i) { + _dataset_list[i].reset(new DatasetInfo); + } _data_root_paths = paddle::string::split_string( config["root_path"].as(), " "); @@ -48,21 +51,32 @@ void DatasetContainer::pre_detect_data(uint64_t epoch_id) { LOG(FATAL) << "timestamp:" << timestamp << " don't match interval:" << epoch_accessor->epoch_time_interval(); return; } - size_t data_num = data_num_for_train(timestamp, epoch_accessor->epoch_time_interval(), _data_split_interval); - uint64_t data_timestamp = timestamp % _data_split_interval == 0 ? timestamp : (timestamp / _data_split_interval + 1) * _data_split_interval; - std::vector data_path_list; - for (int i = 0; i < _data_root_paths.size() && status == 0; ++i) { - for (int j = 0; j < data_num && status == 0; ++j) { - std::string path_suffix = format_timestamp(data_timestamp + j * _data_split_interval, _data_path_formater); - std::string data_dir = _data_root_paths[i] + "/" + path_suffix; - status = read_data_list(data_dir, data_path_list); - } + if (_downloader_thread == nullptr) { + _downloader_thread.reset(new std::thread([this, timestamp](){ + async_download_data(timestamp); + })); } - if (status == 0) { - auto dataset_info = dataset(timestamp); - dataset_info->timestamp = timestamp; - dataset_info->file_path_list = std::move(data_path_list); - dataset_info->status = DatasetStatus::Detected; + for (int detect_idx = 0 ; detect_idx < _prefetch_num; ++detect_idx) { + if (DatasetStatus::Empty != data_status(timestamp)) { + continue; + } + size_t data_num = data_num_for_train(timestamp, epoch_accessor->epoch_time_interval(), _data_split_interval); + uint64_t data_timestamp = timestamp % _data_split_interval == 0 ? timestamp : (timestamp / _data_split_interval + 1) * _data_split_interval; + std::vector data_path_list; + for (int i = 0; i < _data_root_paths.size() && status == 0; ++i) { + for (int j = 0; j < data_num && status == 0; ++j) { + std::string path_suffix = format_timestamp(data_timestamp + j * _data_split_interval, _data_path_formater); + std::string data_dir = _data_root_paths[i] + "/" + path_suffix; + status = read_data_list(data_dir, data_path_list); + } + } + if (status == 0) { + auto dataset_info = dataset(timestamp); + dataset_info->timestamp = timestamp; + dataset_info->file_path_list = std::move(data_path_list); + dataset_info->status = DatasetStatus::Detected; + } + timestamp += epoch_accessor->epoch_time_interval(); } return; } @@ -134,7 +148,7 @@ void DatasetContainer::async_download_data(uint64_t start_timestamp) { LOG(FATAL) << "timestamp:" << start_timestamp << " don't match interval:" << epoch_accessor->epoch_time_interval(); return; } - while (true) { + while (!_stop_download) { auto dataset_info = dataset(start_timestamp); while (data_status(start_timestamp) != DatasetStatus::Detected) { sleep(30); diff --git a/paddle/fluid/train/custom_trainer/feed/dataset/dataset_container.h b/paddle/fluid/train/custom_trainer/feed/dataset/dataset_container.h index c0a67f8f407b8bedf071a2a102baf97ad3afc8aa..7ed455a4d81fc257aecca2627f3853936ca97514 100644 --- a/paddle/fluid/train/custom_trainer/feed/dataset/dataset_container.h +++ b/paddle/fluid/train/custom_trainer/feed/dataset/dataset_container.h @@ -30,6 +30,7 @@ enum class DatasetStatus { Downloding = 2, Ready = 3 }; + struct DatasetInfo { uint64_t timestamp = 0; std::vector file_path_list; @@ -40,10 +41,14 @@ struct DatasetInfo { class DatasetContainer { public: DatasetContainer() {} - virtual ~DatasetContainer() {} + virtual ~DatasetContainer() { + if (_downloader_thread != nullptr) { + _stop_download = true; + _downloader_thread->join(); + } + } virtual int initialize( const YAML::Node& config, std::shared_ptr context); - virtual void run(); //触发可预取的数据判断 virtual void pre_detect_data(uint64_t epoch_id); //获取数据状态 @@ -62,6 +67,7 @@ protected: virtual std::shared_ptr dataset(uint64_t timestamp); int _prefetch_num = 0; + bool _stop_download = false; int _data_split_interval = 60; //样本切分周期(秒) YAML::Node _dataset_config; std::string _data_path_formater; diff --git a/paddle/fluid/train/custom_trainer/feed/executor/executor.cc b/paddle/fluid/train/custom_trainer/feed/executor/executor.cc index caf5eaba050b9a9f5ad08c3d4fc3684788759042..a7d5bdf2463894255f9d1e59c7ad1fef1349e1f2 100644 --- a/paddle/fluid/train/custom_trainer/feed/executor/executor.cc +++ b/paddle/fluid/train/custom_trainer/feed/executor/executor.cc @@ -43,86 +43,84 @@ std::unique_ptr Load( } -struct SimpleExecutor::Context { - Context(const ::paddle::platform::Place& place) : place(place), executor(place) { - } - const ::paddle::platform::Place& place; - ::paddle::framework::Executor executor; - ::std::unique_ptr<::paddle::framework::ProgramDesc> main_program; - ::std::unique_ptr prepare_context; - details::TensorArrayBatchCleaner tensor_array_batch_cleaner; -}; - - -SimpleExecutor::SimpleExecutor() { - -} - -SimpleExecutor::~SimpleExecutor() { - -} -int SimpleExecutor::initialize(YAML::Node exe_config, +class SimpleExecutor : public Executor { +public: + SimpleExecutor() {}; + virtual ~SimpleExecutor() {}; + virtual int initialize(YAML::Node exe_config, std::shared_ptr context_ptr) { - - paddle::framework::InitDevices(false); - if (exe_config["num_threads"]) { - paddle::platform::SetNumThreads(exe_config["num_threads"].as()); - } else { - paddle::platform::SetNumThreads(1); - } - - if (!exe_config["startup_program"] || - !exe_config["main_program"]) { - VLOG(2) << "fail to load config"; - return -1; - } + + paddle::framework::InitDevices(false); + if (exe_config["num_threads"]) { + paddle::platform::SetNumThreads(exe_config["num_threads"].as()); + } else { + paddle::platform::SetNumThreads(1); + } - try { - _context.reset(new SimpleExecutor::Context(context_ptr->cpu_place)); - auto startup_program = Load(&_context->executor, exe_config["startup_program"].as()); - if (startup_program == nullptr) { - VLOG(2) << "fail to load startup_program: " << exe_config["startup_program"].as(); + if (!exe_config["startup_program"] || + !exe_config["main_program"]) { + VLOG(2) << "fail to load config"; return -1; } - - _context->executor.Run(*startup_program, this->scope(), 0, false, true); - _context->main_program = Load(&_context->executor, exe_config["main_program"].as()); - if (_context->main_program == nullptr) { - VLOG(2) << "fail to load main_program: " << exe_config["main_program"].as(); + try { + _context.reset(new SimpleExecutor::Context(context_ptr->cpu_place)); + auto startup_program = Load(&_context->executor, exe_config["startup_program"].as()); + if (startup_program == nullptr) { + VLOG(2) << "fail to load startup_program: " << exe_config["startup_program"].as(); + return -1; + } + + _context->executor.Run(*startup_program, this->scope(), 0, false, true); + + _context->main_program = Load(&_context->executor, exe_config["main_program"].as()); + if (_context->main_program == nullptr) { + VLOG(2) << "fail to load main_program: " << exe_config["main_program"].as(); + return -1; + } + _context->prepare_context = _context->executor.Prepare(*_context->main_program, 0); + _context->executor.CreateVariables(*_context->main_program, this->scope(), 0); + } catch (::paddle::platform::EnforceNotMet& err) { + VLOG(2) << err.what(); + _context.reset(nullptr); return -1; } - _context->prepare_context = _context->executor.Prepare(*_context->main_program, 0); - _context->executor.CreateVariables(*_context->main_program, this->scope(), 0); - } catch (::paddle::platform::EnforceNotMet& err) { - VLOG(2) << err.what(); - _context.reset(nullptr); - return -1; - } - - return 0; -} -int SimpleExecutor::run() { - if (_context == nullptr) { - VLOG(2) << "need initialize before run"; - return -1; + return 0; } - try { - _context->executor.RunPreparedContext(_context->prepare_context.get(), this->scope(), - false, /* don't create local scope each time*/ - false /* don't create variable each time */); - - // For some other vector like containers not cleaned after each batch. - _context->tensor_array_batch_cleaner.CollectNoTensorVars(this->scope()); - _context->tensor_array_batch_cleaner.ResetNoTensorVars(); - } catch (::paddle::platform::EnforceNotMet& err) { - VLOG(2) << err.what(); - return -1; + virtual int run() { + if (_context == nullptr) { + VLOG(2) << "need initialize before run"; + return -1; + } + try { + _context->executor.RunPreparedContext(_context->prepare_context.get(), this->scope(), + false, /* don't create local scope each time*/ + false /* don't create variable each time */); + + // For some other vector like containers not cleaned after each batch. + _context->tensor_array_batch_cleaner.CollectNoTensorVars(this->scope()); + _context->tensor_array_batch_cleaner.ResetNoTensorVars(); + } catch (::paddle::platform::EnforceNotMet& err) { + VLOG(2) << err.what(); + return -1; + } + return 0; } - return 0; -} +protected: + struct Context { + Context(const ::paddle::platform::Place& place) : place(place), executor(place) { + } + const ::paddle::platform::Place& place; + ::paddle::framework::Executor executor; + ::std::unique_ptr<::paddle::framework::ProgramDesc> main_program; + ::std::unique_ptr prepare_context; + details::TensorArrayBatchCleaner tensor_array_batch_cleaner; + }; + std::unique_ptr _context; +}; + REGISTER_CLASS(Executor, SimpleExecutor); } // namespace feed diff --git a/paddle/fluid/train/custom_trainer/feed/executor/executor.h b/paddle/fluid/train/custom_trainer/feed/executor/executor.h index ec20401f614aaf07d1cefdf9a83b993759db92f6..f51f3f114390a6c9c9179b224706f71217761f76 100644 --- a/paddle/fluid/train/custom_trainer/feed/executor/executor.h +++ b/paddle/fluid/train/custom_trainer/feed/executor/executor.h @@ -42,18 +42,6 @@ protected: }; REGISTER_REGISTERER(Executor); -class SimpleExecutor : public Executor { -public: - SimpleExecutor(); - virtual ~SimpleExecutor(); - virtual int initialize(YAML::Node exe_config, - std::shared_ptr context_ptr); - virtual int run(); -protected: - struct Context; - std::unique_ptr _context; -}; - } // namespace feed } // namespace custom_trainer } // namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/io/auto_file_system.cc b/paddle/fluid/train/custom_trainer/feed/io/auto_file_system.cc new file mode 100644 index 0000000000000000000000000000000000000000..16bbfed5f4a801ff58dcf049f3161ff1a6afa107 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/io/auto_file_system.cc @@ -0,0 +1,129 @@ +/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. */ + +#include "paddle/fluid/train/custom_trainer/feed/io/file_system.h" + +#include +#include + +#include "paddle/fluid/train/custom_trainer/feed/io/shell.h" +#include "paddle/fluid/string/string_helper.h" +#include "glog/logging.h" + +namespace paddle { +namespace custom_trainer { +namespace feed { + +class AutoFileSystem : public FileSystem { +public: + int initialize(const YAML::Node& config, std::shared_ptr context) override { + _file_system.clear(); + if (config && config["file_systems"] && config["file_systems"].Type() == YAML::NodeType::Map) { + for (auto& prefix_fs: config["file_systems"]) { + std::unique_ptr fs(CREATE_CLASS(FileSystem, prefix_fs.second["class"].as(""))); + if (fs == nullptr) { + VLOG(2) << "fail to create class: " << prefix_fs.second["class"].as(""); + return -1; + } + if (fs->initialize(prefix_fs.second, context) != 0) { + VLOG(2) << "fail to initialize class: " << prefix_fs.second["class"].as(""); + return 0; + } + _file_system.emplace(prefix_fs.first.as(""), std::move(fs)); + } + } + if (_file_system.find("default") == _file_system.end()) { + std::unique_ptr fs(CREATE_CLASS(FileSystem, "LocalFileSystem")); + if (fs == nullptr || fs->initialize(YAML::Load(""), context) != 0) { + return -1; + } + _file_system.emplace("default", std::move(fs)); + } + return 0; + } + + std::shared_ptr open_read(const std::string& path, const std::string& converter) + override { + return get_file_system(path)->open_read(path, converter); + } + + std::shared_ptr open_write(const std::string& path, const std::string& converter) + override { + return get_file_system(path)->open_write(path, converter); + } + + int64_t file_size(const std::string& path) override { + return get_file_system(path)->file_size(path); + } + + void remove(const std::string& path) override { + get_file_system(path)->remove(path); + } + + std::vector list(const std::string& path) override { + return get_file_system(path)->list(path); + } + + std::string tail(const std::string& path) override { + return get_file_system(path)->tail(path); + } + + bool exists(const std::string& path) override { + return get_file_system(path)->exists(path); + } + + void mkdir(const std::string& path) override { + get_file_system(path)->mkdir(path); + } + + FileSystem* get_file_system(const std::string& path) { + auto pos = path.find_first_of(":"); + if (pos != std::string::npos) { + auto substr = path.substr(0, pos + 1); + auto fs_it = _file_system.find(substr); + if (fs_it != _file_system.end()) { + return fs_it->second.get(); + } + } + VLOG(5) << "path: " << path << ", select default file system"; + return _file_system["default"].get(); + } + + int err_no() const override { + if (_err_no == 0) { + for (const auto& file_system : _file_system) { + if (file_system.second->err_no() != 0) { + const_cast(_err_no) = -1; + break; + } + } + } + return FileSystem::err_no(); + } + + void reset_err_no() override { + _err_no = 0; + for (auto& file_system : _file_system) { + file_system.second->reset_err_no(); + } + } + +private: + std::unordered_map> _file_system; +}; +REGISTER_CLASS(FileSystem, AutoFileSystem); + +} // namespace feed +} // namespace custom_trainer +} // namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/io/file_system.cc b/paddle/fluid/train/custom_trainer/feed/io/file_system.cc new file mode 100644 index 0000000000000000000000000000000000000000..2014cd23be58056cb619ae0e56766522479826a3 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/io/file_system.cc @@ -0,0 +1,42 @@ +/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. */ + +#include "paddle/fluid/train/custom_trainer/feed/io/file_system.h" +#include + +namespace paddle { +namespace custom_trainer { +namespace feed { + +std::string FileSystem::path_join(const std::string& dir, const std::string& path) { + if (dir.empty()) { + return path; + } + if (dir.back() == '/') { + return dir + path; + } + return dir + '/' + path; +} + +std::pair FileSystem::path_split(const std::string& path) { + size_t pos = path.find_last_of('/'); + if (pos == std::string::npos) { + return {".", path}; + } + return {path.substr(0, pos), path.substr(pos + 1)}; +} + +} // namespace feed +} // namespace custom_trainer +} // namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/io/file_system.h b/paddle/fluid/train/custom_trainer/feed/io/file_system.h new file mode 100644 index 0000000000000000000000000000000000000000..d7aa1cc2d67df2c4f76c7873335f1818eeacd736 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/io/file_system.h @@ -0,0 +1,59 @@ +// Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#pragma once + +#include +#include +#include +#include "paddle/fluid/train/custom_trainer/feed/common/registerer.h" +#include "paddle/fluid/train/custom_trainer/feed/trainer_context.h" +#include + +namespace paddle { +namespace custom_trainer { +namespace feed { + +class FileSystem { +public: + FileSystem() {} + virtual ~FileSystem() {} + virtual int initialize(const YAML::Node& config, std::shared_ptr context) = 0; + virtual std::shared_ptr open_read(const std::string& path, const std::string& converter) = 0; + virtual std::shared_ptr open_write(const std::string& path, const std::string& converter) = 0; + virtual int64_t file_size(const std::string& path) = 0; + virtual void remove(const std::string& path) = 0; + virtual std::vector list(const std::string& path) = 0; + virtual std::string tail(const std::string& path) = 0; + virtual bool exists(const std::string& path) = 0; + virtual void mkdir(const std::string& path) = 0; + virtual std::string path_join(const std::string& dir, const std::string& path); + virtual std::pair path_split(const std::string& path); + virtual int err_no() const { + return _err_no; + } + inline operator bool() { + return err_no() == 0; + } + virtual void reset_err_no() { + _err_no = 0; + } +protected: + int _err_no = 0; +}; +REGISTER_REGISTERER(FileSystem); + +} // namespace feed +} // namespace custom_trainer +} // namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/io/hadoop_file_system.cc b/paddle/fluid/train/custom_trainer/feed/io/hadoop_file_system.cc new file mode 100644 index 0000000000000000000000000000000000000000..d05affc5606b3a5eaf3a48adbd213d22efe2ac78 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/io/hadoop_file_system.cc @@ -0,0 +1,210 @@ +/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. */ + +#include "paddle/fluid/train/custom_trainer/feed/io/file_system.h" + +#include +#include +#include + +#include "paddle/fluid/train/custom_trainer/feed/io/shell.h" +#include "paddle/fluid/string/string_helper.h" +#include "paddle/fluid/string/piece.h" +#include "glog/logging.h" + +namespace paddle { +namespace custom_trainer { +namespace feed { + +class HadoopFileSystem : public FileSystem { +public: + int initialize(const YAML::Node& config, std::shared_ptr context) override { + _buffer_size = config["buffer_size"].as(0); + _hdfs_command = config["hdfs_command"].as("hadoop fs"); + _ugi.clear(); + if (config["ugis"] && config["ugis"].Type() == YAML::NodeType::Map) { + for (const auto& prefix_ugi : config["ugis"]) { + _ugi.emplace(prefix_ugi.first.as(), prefix_ugi.second.as()); + } + } + if (_ugi.find("default") == _ugi.end()) { + VLOG(2) << "fail to load default ugi"; + return -1; + } + return 0; + } + + std::shared_ptr open_read(const std::string& path, const std::string& converter) + override { + std::string cmd; + if (string::end_with(path, ".gz")) { + cmd = string::format_string( + "%s -text \"%s\"", hdfs_command(path).c_str(), path.c_str()); + } else { + cmd = string::format_string("%s -cat \"%s\"", hdfs_command(path).c_str(), path.c_str()); + } + + bool is_pipe = true; + shell_add_read_converter(cmd, is_pipe, converter); + return shell_open(cmd, is_pipe, "r", _buffer_size, &_err_no); + } + + std::shared_ptr open_write(const std::string& path, const std::string& converter) + override { + std::string cmd = + string::format_string("%s -put - \"%s\"", hdfs_command(path).c_str(), path.c_str()); + bool is_pipe = true; + + if (string::end_with(path, ".gz\"")) { + shell_add_write_converter(cmd, is_pipe, "gzip"); + } + + shell_add_write_converter(cmd, is_pipe, converter); + return shell_open(cmd, is_pipe, "w", _buffer_size, &_err_no); + } + + int64_t file_size(const std::string& path) override { + _err_no = -1; + VLOG(2) << "not support"; + return 0; + } + + void remove(const std::string& path) override { + if (path == "") { + return; + } + + shell_execute(string::format_string( + "%s -rmr %s &>/dev/null; true", _hdfs_command.c_str(), path.c_str())); + } + + std::vector list(const std::string& path) override { + if (path == "") { + return {}; + } + auto paths = split_path(path); + + int err_no = 0; + std::vector list; + do { + err_no = 0; + std::shared_ptr pipe; + pipe = shell_popen( + string::format_string( + "%s -ls %s | ( grep ^- ; [ $? != 2 ] )", + hdfs_command(path).c_str(), + path.c_str()), + "r", + &err_no); + string::LineFileReader reader; + list.clear(); + + while (reader.getline(&*pipe)) { + std::vector line = string::split_string(reader.get()); + if (line.size() != 8) { + continue; + } + list.push_back(get_prefix(paths) + line[7]); + } + } while (err_no == -1); + return list; + } + + std::string tail(const std::string& path) override { + if (path == "") { + return ""; + } + + return shell_get_command_output(string::format_string( + "%s -text %s | tail -1 ", hdfs_command(path).c_str(), path.c_str())); + } + + bool exists(const std::string& path) override { + std::string test = shell_get_command_output(string::format_string( + "%s -test -e %s ; echo $?", hdfs_command(path).c_str(), path.c_str())); + + if (string::trim_spaces(test) == "0") { + return true; + } + + return false; + } + + void mkdir(const std::string& path) override { + if (path == "") { + return; + } + + shell_execute(string::format_string( + "%s -mkdir %s; true", hdfs_command(path).c_str(), path.c_str())); + } + + std::string hdfs_command(const std::string& path) { + auto paths = split_path(path); + auto it = _ugi.find(std::get<1>(paths).ToString()); + if (it != _ugi.end()) { + return hdfs_command_with_ugi(it->second); + } + VLOG(5) << "path: " << path << ", select default ugi"; + return hdfs_command_with_ugi(_ugi["default"]); + } + + std::string hdfs_command_with_ugi(std::string ugi) { + return string::format_string( + "%s -Dhadoop.job.ugi=\"%s\"", _hdfs_command.c_str(), ugi.c_str()); + } + +private: + std::string get_prefix(const std::tuple& paths) { + if (std::get<1>(paths).len() == 0) { + return std::get<0>(paths).ToString(); + } + return std::get<0>(paths).ToString() + "//" + std::get<1>(paths).ToString(); + } + + // parse "xxx://abc.def:8756/user" as "xxx:", "abc.def:8756", "/user" + // parse "xxx:/user" as "xxx:", "", "/user" + // parse "xxx://abc.def:8756" as "xxx:", "abc.def:8756", "" + // parse "other" as "", "", "other" + std::tuple split_path(string::Piece path) { + std::tuple result{string::SubStr(path, 0, 0), string::SubStr(path, 0, 0), path}; + auto fs_pos = string::Find(path, ':', 0) + 1; + if (path.len() > fs_pos) { + std::get<0>(result) = string::SubStr(path, 0, fs_pos); + path = string::SkipPrefix(path, fs_pos); + if (string::HasPrefix(path, "//")) { + path = string::SkipPrefix(path, 2); + auto end_pos = string::Find(path, '/', 0); + if (end_pos != string::Piece::npos) { + std::get<1>(result) = string::SubStr(path, 0, end_pos); + std::get<2>(result) = string::SkipPrefix(path, end_pos); + } else { + std::get<1>(result) = path; + } + } else { + std::get<2>(result) = path; + } + } + return result; + } + + size_t _buffer_size = 0; + std::string _hdfs_command; + std::unordered_map _ugi; +}; +REGISTER_CLASS(FileSystem, HadoopFileSystem); + +} // namespace feed +} // namespace custom_trainer +} // namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/io/local_file_system.cc b/paddle/fluid/train/custom_trainer/feed/io/local_file_system.cc new file mode 100644 index 0000000000000000000000000000000000000000..287d3e0ae5545a9a6ec288b392a37ab4de586388 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/io/local_file_system.cc @@ -0,0 +1,136 @@ +/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. */ + +#include "paddle/fluid/train/custom_trainer/feed/io/file_system.h" + +#include + +#include "paddle/fluid/train/custom_trainer/feed/io/shell.h" +#include "paddle/fluid/string/string_helper.h" +#include "glog/logging.h" + +namespace paddle { +namespace custom_trainer { +namespace feed { + +class LocalFileSystem : public FileSystem { +public: + int initialize(const YAML::Node& config, std::shared_ptr context) override { + _buffer_size = config["buffer_size"].as(0); + return 0; + } + + std::shared_ptr open_read(const std::string& path, const std::string& converter) override { + std::string cmd = path; + bool is_pipe = false; + if (string::end_with(path, ".gz")) { + shell_add_read_converter(cmd, is_pipe, "zcat"); + } + + shell_add_read_converter(cmd, is_pipe, converter); + return shell_open(cmd, is_pipe, "r", _buffer_size); + } + + std::shared_ptr open_write(const std::string& path, const std::string& converter) override { + std::string cmd = path; + + shell_execute(string::format_string("mkdir -p $(dirname \"%s\")", path.c_str())); + + bool is_pipe = false; + + if (string::end_with(path, ".gz")) { + shell_add_write_converter(cmd, is_pipe, "gzip"); + } + + shell_add_write_converter(cmd, is_pipe, converter); + return shell_open(cmd, is_pipe, "w", _buffer_size); + } + + int64_t file_size(const std::string& path) override { + struct stat buf; + if (0 != stat(path.c_str(), &buf)) { + LOG(FATAL) << "file stat not zero"; + return -1; + } + return (int64_t)buf.st_size; + } + + void remove(const std::string& path) override { + if (path == "") { + return; + } + + shell_execute(string::format_string("rm -rf %s", path.c_str())); + } + + std::vector list(const std::string& path) override { + if (path == "") { + return {}; + } + + std::shared_ptr pipe; + pipe = shell_popen( + string::format_string("find %s -maxdepth 1 -type f", path.c_str()), "r", &_err_no); + string::LineFileReader reader; + std::vector list; + + while (reader.getline(&*pipe)) { + list.push_back(reader.get()); + } + + return list; + } + + std::string tail(const std::string& path) override { + if (path == "") { + return ""; + } + + return shell_get_command_output(string::format_string("tail -1 %s ", path.c_str())); + } + + bool exists(const std::string& path) override { + std::string test_f = shell_get_command_output( + string::format_string("[ -f %s ] ; echo $?", path.c_str())); + + if (string::trim_spaces(test_f) == "0") { + return true; + } + + std::string test_d = shell_get_command_output( + string::format_string("[ -d %s ] ; echo $?", path.c_str())); + + if (string::trim_spaces(test_d) == "0") { + return true; + } + + return false; + } + + void mkdir(const std::string& path) override { + if (path == "") { + return; + } + + shell_execute(string::format_string("mkdir -p %s", path.c_str())); + } + +private: + size_t _buffer_size = 0; +}; +REGISTER_CLASS(FileSystem, LocalFileSystem); + +} // namespace feed +} // namespace custom_trainer +} // namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/io/shell.cc b/paddle/fluid/train/custom_trainer/feed/io/shell.cc new file mode 100644 index 0000000000000000000000000000000000000000..6ed61d67d141bf863d62aab984ee52521639b595 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/io/shell.cc @@ -0,0 +1,380 @@ +// Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#include "paddle/fluid/train/custom_trainer/feed/io/shell.h" + +namespace paddle { +namespace custom_trainer { +namespace feed { + +void shell_add_write_converter(std::string& path, bool& is_pipe, // NOLINT + const std::string& converter) { + if (converter == "") { + return; + } + + if (!is_pipe) { + path = string::format_string("( %s ) > \"%s\"", converter.c_str(), path.c_str()); + is_pipe = true; + } else { + path = string::format_string("%s | %s", converter.c_str(), path.c_str()); + } +} + +void shell_add_read_converter(std::string& path, bool& is_pipe, const std::string& converter) { + if (converter == "") { + return; + } + + if (!is_pipe) { + path = string::format_string("( %s ) < \"%s\"", converter.c_str(), path.c_str()); + is_pipe = true; + } else { + path = string::format_string("%s | %s", path.c_str(), converter.c_str()); + } +} + +std::shared_ptr shell_open( + const std::string& path, + bool is_pipe, + const std::string& mode, + size_t buffer_size, + int* err_no) { + std::shared_ptr fp = nullptr; + + if (!is_pipe) { + fp = shell_fopen(path, mode); + } else { + fp = shell_popen(path, mode, err_no); + } + + if (buffer_size > 0) { + char* buffer = new char[buffer_size]; + CHECK_EQ(0, setvbuf(&*fp, buffer, _IOFBF, buffer_size)); + fp = {&*fp, [fp, buffer](FILE*) mutable { // NOLINT + CHECK(fp.unique()); // NOLINT + fp = nullptr; + delete[] buffer; + }}; + } + + return fp; +} + +std::shared_ptr shell_fopen(const std::string& path, const std::string& mode) { +#if defined _WIN32 || defined __APPLE__ + return nullptr; +#else + if (shell_verbose()) { + LOG(INFO) << "Opening file[" << path << "] with mode[" << mode << "]"; + } + FILE* fp; + if (!(fp = fopen(path.c_str(), mode.c_str()))) { + LOG(FATAL) << "fopen fail, path[" << path << "], mode[" << mode << "]"; + } + return {fp, [path](FILE* fp) { + if (shell_verbose()) { + LOG(INFO) << "Closing file[" << path << "]"; + } + if (0 != fclose(fp)) { + LOG(FATAL) << "fclose fail, path[" << path << "]"; + } + }}; +#endif +} + +// Close all open file descriptors +// The implementation is async signal safe +// Mostly copy from CPython code +static int close_open_fds_internal() { +#if defined _WIN32 || defined __APPLE__ + return 0; +#else + struct linux_dirent { + long d_ino = 0; // NOLINT + off_t d_off; + unsigned short d_reclen = 0; // NOLINT + char d_name[256]; + }; + + int dir_fd = -1; + if ((dir_fd = open("/proc/self/fd", O_RDONLY)) < 0) { + LOG(FATAL) << "proc/self/fd open fail"; + return -1; + } + char buffer[sizeof(linux_dirent)]; + + for (;;) { + int bytes = 0; + if ((bytes = + syscall(SYS_getdents, + dir_fd, + reinterpret_cast(buffer), + sizeof(buffer))) < 0) { + LOG(FATAL) << "syscall fail"; + return -1; + } + + if (bytes == 0) { + break; + } + + linux_dirent* entry = NULL; + + for (int offset = 0; offset < bytes; offset += entry->d_reclen) { + entry = reinterpret_cast(buffer + offset); + int fd = 0; + const char* s = entry->d_name; + + while (*s >= '0' && *s <= '9') { + fd = fd * 10 + (*s - '0'); + s++; + } + + if (s != entry->d_name && fd != dir_fd && fd >= 3) { + close(fd); + } + } + } + + close(dir_fd); + return 0; +#endif +} + +static int shell_popen_fork_internal( + const char* real_cmd, + bool do_read, + int parent_end, + int child_end) { +#if defined _WIN32 || defined __APPLE__ + return 0; +#else + int child_pid = -1; + // Too frequent calls to fork() makes openmpi very slow. Use vfork() instead. + // But vfork() is very dangerous. Be careful. + if ((child_pid = vfork()) < 0) { + return -1; + } + + // The following code is async signal safe (No memory allocation, no access to + // global data, etc.) + if (child_pid != 0) { + return child_pid; + } + + int child_std_end = do_read ? 1 : 0; + close(parent_end); + + if (child_end != child_std_end) { + if (dup2(child_end, child_std_end) != child_std_end) { + return -1; + } + close(child_end); + } + + close_open_fds_internal(); + if (execl("/bin/bash", "bash", "-c", real_cmd, NULL) < 0) { + return -1; + } + exit(127); +#endif +} + +std::shared_ptr shell_popen(const std::string& cmd, const std::string& mode, int* err_no) { +#if defined _WIN32 || defined __APPLE__ + return nullptr; +#else + bool do_read = mode == "r"; + bool do_write = mode == "w"; + if (!(do_read || do_write)) { + *err_no = -1; + return NULL; + } + + if (shell_verbose()) { + LOG(INFO) << "Opening pipe[" << cmd << "] with mode[" << mode << "]"; + } + + std::string real_cmd = "set -o pipefail; " + cmd; + + int pipe_fds[2]; + if (pipe(pipe_fds) != 0) { + *err_no = -1; + return NULL; + } + int parent_end = 0; + int child_end = 0; + + if (do_read) { + parent_end = pipe_fds[0]; + child_end = pipe_fds[1]; + } else if (do_write) { + parent_end = pipe_fds[1]; + child_end = pipe_fds[0]; + } + + int child_pid = shell_popen_fork_internal(real_cmd.c_str(), do_read, parent_end, child_end); + close(child_end); + fcntl(parent_end, F_SETFD, FD_CLOEXEC); + FILE* fp; + if ((fp = fdopen(parent_end, mode.c_str())) == NULL) { + *err_no = -1; + return NULL; + } + return {fp, [child_pid, cmd, err_no](FILE* fp) { + if (shell_verbose()) { + LOG(INFO) << "Closing pipe[" << cmd << "]"; + } + + if (fclose(fp) != 0) { + *err_no = -1; + } + int wstatus = -1; + waitpid(child_pid, &wstatus, 0); + if (wstatus == 0 || wstatus == (128 + SIGPIPE) * 256 || + (wstatus == -1 && errno == ECHILD)) { + } else { + *err_no = -1; + LOG(WARNING) << "status[" << wstatus << "], cmd[" << cmd << "]" + << ", err_no[" << *err_no << "]"; + } + if (wstatus == -1 && errno == ECHILD) { + LOG(WARNING) << "errno is ECHILD"; + } + }}; +#endif +} + +static int shell_p2open_fork_internal(const char* real_cmd, int pipein_fds[2], int pipeout_fds[2]) { +#if defined _WIN32 || defined __APPLE__ + return 0; +#else + int child_pid = -1; + if ((child_pid = fork()) < 0) { + return -1; + } + + if (child_pid != 0) { + return child_pid; + } + + close(pipein_fds[0]); + close(pipeout_fds[1]); + + if (pipein_fds[1] != 1) { + if (dup2(pipein_fds[1], 1) != 1) { + return -1; + } + close(pipein_fds[1]); + } + + if (pipeout_fds[0] != 0) { + if (dup2(pipeout_fds[0], 0) != 0) { + return -1; + } + close(pipeout_fds[0]); + } + + close_open_fds_internal(); + if (execl("/bin/sh", "sh", "-c", real_cmd, NULL) < 0) { + return -1; + } + exit(127); +#endif +} + +std::pair, std::shared_ptr> shell_p2open(const std::string& cmd) { +#if defined _WIN32 || defined __APPLE__ + return {}; +#else + if (shell_verbose()) { + LOG(INFO) << "Opening bidirectional pipe[" << cmd << "]"; + } + + std::string real_cmd = "set -o pipefail; " + cmd; + + int pipein_fds[2]; + int pipeout_fds[2]; + if (pipe(pipein_fds) != 0) { + return {NULL, NULL}; + } + if (pipe(pipeout_fds) != 0) { + return {NULL, NULL}; + } + + int child_pid = shell_p2open_fork_internal(real_cmd.c_str(), pipein_fds, pipeout_fds); + + close(pipein_fds[1]); + close(pipeout_fds[0]); + fcntl(pipein_fds[0], F_SETFD, FD_CLOEXEC); + fcntl(pipeout_fds[1], F_SETFD, FD_CLOEXEC); + + std::shared_ptr child_life = { + NULL, [child_pid, cmd](void*) { + if (shell_verbose()) { + LOG(INFO) << "Closing bidirectional pipe[" << cmd << "]"; + } + + int wstatus, ret; + + do { + PCHECK((ret = waitpid(child_pid, &wstatus, 0)) >= 0 || + (ret == -1 && errno == EINTR)); + } while (ret == -1 && errno == EINTR); + + PCHECK(wstatus == 0 || wstatus == (128 + SIGPIPE) * 256 || + (wstatus == -1 && errno == ECHILD)) + << "status[" << wstatus << "], cmd[" << cmd << "]"; + + if (wstatus == -1 && errno == ECHILD) { + LOG(WARNING) << "errno is ECHILD"; + } + }}; + + FILE* in_fp; + PCHECK((in_fp = fdopen(pipein_fds[0], "r")) != NULL); + FILE* out_fp; + PCHECK((out_fp = fdopen(pipeout_fds[1], "w")) != NULL); + return {{in_fp, [child_life](FILE* fp) { PCHECK(fclose(fp) == 0); }}, + {out_fp, [child_life](FILE* fp) { PCHECK(fclose(fp) == 0); }}}; +#endif +} + +std::string shell_get_command_output(const std::string& cmd) { +#if defined _WIN32 || defined __APPLE__ + return ""; +#else + int err_no = 0; + do { + if (err_no == -1) { + sleep(10); + } + err_no = 0; + std::shared_ptr pipe = shell_popen(cmd, "r", &err_no); + string::LineFileReader reader; + if (reader.getdelim(&*pipe, 0)) { + pipe = nullptr; + if (err_no == 0) { + return reader.get(); + } + } + } while (err_no == -1); + return ""; +#endif +} + +} // namespace feed +} // namespace custom_trainer +} // namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/io/shell.h b/paddle/fluid/train/custom_trainer/feed/io/shell.h new file mode 100644 index 0000000000000000000000000000000000000000..930d64d515f96348f295631afe2231c4dfe8a3c9 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/io/shell.h @@ -0,0 +1,78 @@ +// Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#pragma once + +#include +#include +#ifdef _WIN32 +#include +#else +#include +#endif +#include +#ifndef _WIN32 +#include +#endif +#include +#include +#include +#include "paddle/fluid/platform/port.h" +#include "paddle/fluid/string/string_helper.h" + +namespace paddle { +namespace custom_trainer { +namespace feed { + +inline bool& shell_verbose_internal() { + static bool x = false; + return x; +} + +inline bool shell_verbose() { + return shell_verbose_internal(); +} + +inline void shell_set_verbose(bool x) { + shell_verbose_internal() = x; +} + +extern std::shared_ptr shell_fopen(const std::string& path, const std::string& mode); + +extern std::shared_ptr shell_popen( + const std::string& cmd, + const std::string& mode, + int* err_no); + +extern std::pair, std::shared_ptr> shell_p2open(const std::string& cmd); + +inline void shell_execute(const std::string& cmd) { + int err_no = 0; + do { + err_no = 0; + shell_popen(cmd, "w", &err_no); + } while (err_no == -1); +} + +extern std::string shell_get_command_output(const std::string& cmd); + +extern void shell_add_read_converter(std::string& path, bool& is_pipe, const std::string& converter); + +extern std::shared_ptr shell_open(const std::string& path, bool is_pipe, const std::string& mode, size_t buffer_size, int* err_no = 0); + +extern void shell_add_write_converter(std::string& path, bool& is_pipe, const std::string& converter); + +} // namespace feed +} // namespace custom_trainer +} // namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/model/epoch_donefile.txt b/paddle/fluid/train/custom_trainer/feed/model/epoch_donefile.txt new file mode 100644 index 0000000000000000000000000000000000000000..48fa79fd006644b66142974a678e74eff5cb20b5 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/model/epoch_donefile.txt @@ -0,0 +1,3 @@ +20190710 1562775817 afs:/user/feed/mlarch/feed_multiTarget_model/magnet_duration_model_new_label2/batch_model/20190710_18 21 18 +20190710 1562779976 afs:/user/feed/mlarch/feed_multiTarget_model/magnet_duration_model_new_label2/batch_model/20190710_18 22 18 +20190711 1562783841 afs:/user/feed/mlarch/feed_multiTarget_model/magnet_duration_model_new_label2/batch_model/20190711_0 1565625600 1565625600 diff --git a/paddle/fluid/train/custom_trainer/feed/process/init_env_process.cc b/paddle/fluid/train/custom_trainer/feed/process/init_env_process.cc index e8d3c570cf7f28678b666f33fd7f875daf78e194..5c6a8cf7bdb0410b6261802505d8d317fb912115 100644 --- a/paddle/fluid/train/custom_trainer/feed/process/init_env_process.cc +++ b/paddle/fluid/train/custom_trainer/feed/process/init_env_process.cc @@ -5,6 +5,8 @@ #include "paddle/fluid/platform/init.h" #include "paddle/fluid/platform/place.h" #include "paddle/fluid/framework/executor.h" +#include "paddle/fluid/train/custom_trainer/feed/io/file_system.h" +#include "paddle/fluid/train/custom_trainer/feed/dataset/dataset.h" #include "paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.h" #include "paddle/fluid/train/custom_trainer/feed/process/init_env_process.h" @@ -20,26 +22,45 @@ int InitEnvProcess::initialize(std::shared_ptr context_ptr) { YAML::Node config = _context_ptr->trainer_config; //environment std::string env_class = config["environment"]["environment_class"].as(); - auto* environment = CREATE_CLASS(RuntimeEnvironment, env_class); - if (environment->initialize(config["environment"]) != 0) { + context_ptr->environment.reset(CREATE_CLASS(RuntimeEnvironment, env_class)); + if (context_ptr->environment->initialize(config["environment"]) != 0) { + return -1; + } + + //file_system + context_ptr->file_system.reset(CREATE_CLASS(FileSystem, "AutoFileSystem")); + if (context_ptr->file_system->initialize(config["io"], context_ptr) != 0) { return -1; } - context_ptr->environment.reset(environment); //epoch std::string epoch_class = config["epoch"]["epoch_class"].as(); - auto* epoch = CREATE_CLASS(EpochAccessor, epoch_class); - if (epoch->initialize(config["epoch"], context_ptr) != 0) { + context_ptr->epoch_accessor.reset(CREATE_CLASS(EpochAccessor, epoch_class)); + if (context_ptr->epoch_accessor->initialize(config["epoch"], context_ptr) != 0) { + return -1; + } + + //Dataset + context_ptr->dataset.reset(new Dataset()); + if (context_ptr->dataset->initialize(config["dataset"], context_ptr) != 0) { return -1; } - context_ptr->epoch_accessor.reset(epoch); + VLOG(3) << "Env initialize success"; return 0; } int InitEnvProcess::run() { + auto* epoch_accessor = _context_ptr->epoch_accessor.get(); + VLOG(3) << "Trainer Resume From epoch:" << epoch_accessor->current_epoch_id(); + auto next_epoch_id = epoch_accessor->next_epoch_id(epoch_accessor->current_epoch_id()); + _context_ptr->dataset->pre_detect_data(next_epoch_id); //step 1. psserver init //step2. psserver load + VLOG(3) << "Psserver Start Success"; + + //context_ptr->pslib_client()->load_model(); + VLOG(3) << "Psserver Load Model Success"; return 0; } diff --git a/paddle/fluid/train/custom_trainer/feed/process/learner_process.cc b/paddle/fluid/train/custom_trainer/feed/process/learner_process.cc index 28b44cf1b3b6b01625ab41e8ee54ba22d9376a86..146e0277ae7656a7bb7de947406eedb64b2a8888 100644 --- a/paddle/fluid/train/custom_trainer/feed/process/learner_process.cc +++ b/paddle/fluid/train/custom_trainer/feed/process/learner_process.cc @@ -3,6 +3,7 @@ *Train样本 */ #include +#include "paddle/fluid/train/custom_trainer/feed/dataset/dataset.h" #include "paddle/fluid/train/custom_trainer/feed/accessor/epoch_accessor.h" #include "paddle/fluid/train/custom_trainer/feed/process/learner_process.h" @@ -49,7 +50,7 @@ std::future LearnerProcess::save_model(uint64_t epoch_id, int table_id, Mod int LearnerProcess::wait_save_model(uint64_t epoch_id, ModelSaveWay way) { auto* environment = _context_ptr->environment.get(); - if (!environment->is_master_node()) { + if (!environment->is_master_node(EnvironmentRole::WORKER)) { return 0; } int ret_size = 0; @@ -69,16 +70,17 @@ int LearnerProcess::wait_save_model(uint64_t epoch_id, ModelSaveWay way) { } int LearnerProcess::run() { + auto* dataset = _context_ptr->dataset.get(); auto* environment = _context_ptr->environment.get(); auto* epoch_accessor = _context_ptr->epoch_accessor.get(); uint64_t epoch_id = epoch_accessor->current_epoch_id(); - environment->log(EnvironmentLogType::MASTER_LOG, EnvironmentLogLevel::NOTICE, + environment->log(EnvironmentRole::WORKER, EnvironmentLogType::MASTER_LOG, EnvironmentLogLevel::NOTICE, "Resume traine with epoch_id:%d label:%s", epoch_id, _context_ptr->epoch_accessor->text(epoch_id).c_str()); //判断是否先dump出base wait_save_model(epoch_id, ModelSaveWay::ModelSaveInferenceBase); - environment->barrier_all(); + environment->barrier(EnvironmentRole::WORKER); while (true) { epoch_accessor->next_epoch(); @@ -87,16 +89,17 @@ int LearnerProcess::run() { "train epoch_id:%d label:%s", epoch_id, epoch_accessor->text(epoch_id).c_str()); //Step1. 等待样本ready - environment->log(EnvironmentLogType::MASTER_LOG, EnvironmentLogLevel::NOTICE, + environment->log(EnvironmentRole::WORKER, EnvironmentLogType::MASTER_LOG, EnvironmentLogLevel::NOTICE, "Start %s, wait data ready", epoch_log_title.c_str()); - while (!epoch_accessor->data_ready(epoch_id)) { + while (dataset->epoch_data_status(epoch_id) != DatasetStatus::Ready) { sleep(30); - environment->log(EnvironmentLogType::MASTER_LOG, EnvironmentLogLevel::NOTICE, + dataset->pre_detect_data(epoch_id); + environment->log(EnvironmentRole::WORKER, EnvironmentLogType::MASTER_LOG, EnvironmentLogLevel::NOTICE, "%s, data not ready, wait 30s", epoch_log_title.c_str()); } - environment->log(EnvironmentLogType::MASTER_LOG, EnvironmentLogLevel::NOTICE, + environment->log(EnvironmentRole::WORKER, EnvironmentLogType::MASTER_LOG, EnvironmentLogLevel::NOTICE, "%s, data is ready, start traning", epoch_log_title.c_str()); - environment->barrier_all(); + environment->barrier(EnvironmentRole::WORKER); //Step2. 运行训练网络 bool already_dump_inference_model = false; @@ -111,13 +114,13 @@ int LearnerProcess::run() { for (int i = 0; i < _train_thread_num; ++i) { train_threads[i]->join(); } - environment->barrier_all(); + environment->barrier(EnvironmentRole::WORKER); if (_threads_executor[0][i]->is_dump_all_model()) { already_dump_inference_model = true; wait_save_model(epoch_id, ModelSaveWay::ModelSaveInferenceDelta); } - environment->barrier_all(); + environment->barrier(EnvironmentRole::WORKER); } //Step3. Dump Model For Delta&&Checkpoint @@ -126,7 +129,7 @@ int LearnerProcess::run() { wait_save_model(epoch_id, ModelSaveWay::ModelSaveInferenceDelta); } wait_save_model(epoch_id, ModelSaveWay::ModelSaveTrainCheckpoint); - environment->barrier_all(); + environment->barrier(EnvironmentRole::WORKER); //Step4. Output Monitor && RunStatus //TODO diff --git a/paddle/fluid/train/custom_trainer/feed/so/libpaddle_fluid_avx_mklml.so b/paddle/fluid/train/custom_trainer/feed/so/libpaddle_fluid_avx_mklml.so new file mode 100755 index 0000000000000000000000000000000000000000..9fef632a0ba7d03d101ada2eadb97105c2b9cdd3 Binary files /dev/null and b/paddle/fluid/train/custom_trainer/feed/so/libpaddle_fluid_avx_mklml.so differ diff --git a/paddle/fluid/train/custom_trainer/feed/trainer_context.h b/paddle/fluid/train/custom_trainer/feed/trainer_context.h index 2d7a71e5e1fc1f273f96d6e4427e8f05e459e3fd..01b5e0f845a94ae5c9b8eeeb0e4b9c22b38a414a 100644 --- a/paddle/fluid/train/custom_trainer/feed/trainer_context.h +++ b/paddle/fluid/train/custom_trainer/feed/trainer_context.h @@ -12,6 +12,8 @@ namespace custom_trainer { namespace feed { class Process; +class Dataset; +class FileSystem; class EpochAccessor; enum class ModelSaveWay { @@ -35,10 +37,13 @@ class TrainerContext { public: YAML::Node trainer_config; paddle::platform::CPUPlace cpu_place; -std::vector params_table_list; -std::shared_ptr epoch_accessor; -std::shared_ptr environment; -std::vector> process_list; + +std::shared_ptr dataset; //训练样本 +std::shared_ptr file_system; //文件操作辅助类 +std::vector params_table_list; //参数表 +std::shared_ptr epoch_accessor; //训练轮次控制 +std::shared_ptr environment; //运行环境 +std::vector> process_list; //训练流程 }; } // namespace feed diff --git a/paddle/fluid/train/custom_trainer/feed/unit_test/main.cc b/paddle/fluid/train/custom_trainer/feed/unit_test/main.cc index 7ff531d8442508b2daf7b8e56b631e0829a821fb..acbcae55a2155faff57b1e44bbc9fe8ec8f0b3dd 100644 --- a/paddle/fluid/train/custom_trainer/feed/unit_test/main.cc +++ b/paddle/fluid/train/custom_trainer/feed/unit_test/main.cc @@ -8,5 +8,6 @@ int32_t main(int32_t argc, char** argv) { ::google::InitGoogleLogging(argv[0]); ::testing::InitGoogleTest(&argc, argv); ::google::ParseCommandLineFlags(&argc, &argv, true); + return RUN_ALL_TESTS(); } diff --git a/paddle/fluid/train/custom_trainer/feed/unit_test/test_datareader.cc b/paddle/fluid/train/custom_trainer/feed/unit_test/test_datareader.cc new file mode 100644 index 0000000000000000000000000000000000000000..5fed50cb61001c2ff2cb4b1ed16e6897aed897f8 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/unit_test/test_datareader.cc @@ -0,0 +1,278 @@ +/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. */ + +#include +#include +#include +#include + +#include "paddle/fluid/train/custom_trainer/feed/executor/executor.h" +#include "paddle/fluid/framework/tensor_util.h" +#include "paddle/fluid/framework/program_desc.h" +#include "paddle/fluid/train/custom_trainer/feed/io/file_system.h" +#include "paddle/fluid/train/custom_trainer/feed/io/shell.h" +#include "paddle/fluid/string/string_helper.h" +#include "paddle/fluid/train/custom_trainer/feed/dataset/data_reader.h" + +namespace paddle { +namespace custom_trainer { +namespace feed { + +namespace { +const char test_data_dir[] = "test_data"; +} + +class DataReaderTest : public testing::Test { +public: + static void SetUpTestCase() { + std::unique_ptr fs(CREATE_CLASS(FileSystem, "LocalFileSystem")); + fs->mkdir(test_data_dir); + shell_set_verbose(true); + + { + std::ofstream fout(fs->path_join(test_data_dir, "a.txt")); + fout << "abc 123456" << std::endl; + fout << "def 234567" << std::endl; + fout.close(); + } + + { + std::ofstream fout(fs->path_join(test_data_dir, "b.txt")); + fout << "ghi 345678" << std::endl; + fout << "jkl 456789" << std::endl; + fout.close(); + } + } + + static void TearDownTestCase() { + std::unique_ptr fs(CREATE_CLASS(FileSystem, "LocalFileSystem")); + fs->remove(test_data_dir); + } + + virtual void SetUp() { + thread_num = omp_get_max_threads(); + omp_set_num_threads(1); + fs.reset(CREATE_CLASS(FileSystem, "LocalFileSystem")); + context_ptr.reset(new TrainerContext()); + } + + virtual void TearDown() { + omp_set_num_threads(thread_num); + fs = nullptr; + context_ptr = nullptr; + } + + std::shared_ptr context_ptr; + std::unique_ptr fs; + int thread_num = 1; +}; + +TEST_F(DataReaderTest, LineDataParser) { + std::unique_ptr data_parser(CREATE_CLASS(DataParser, "LineDataParser")); + + ASSERT_NE(nullptr, data_parser); + auto config = YAML::Load(""); + + ASSERT_EQ(0, data_parser->initialize(config, context_ptr)); + + DataItem data_item; + ASSERT_NE(0, data_parser->parse(std::string("1abcd123456"), data_item)); + ASSERT_EQ(0, data_parser->parse(std::string("2abc 123456"), data_item)); + ASSERT_STREQ("2abc", data_item.id.c_str()); + ASSERT_STREQ("123456", data_item.data.c_str()); + + ASSERT_NE(0, data_parser->parse("3abcd123456", data_item)); + ASSERT_EQ(0, data_parser->parse("4abc 123456", data_item)); + ASSERT_STREQ("4abc", data_item.id.c_str()); + ASSERT_STREQ("123456", data_item.data.c_str()); + + ASSERT_NE(0, data_parser->parse("5abc 123456", 4, data_item)); + ASSERT_EQ(0, data_parser->parse("6abc 123456", 5, data_item)); + ASSERT_STREQ("6abc", data_item.id.c_str()); + ASSERT_STREQ("", data_item.data.c_str()); + + ASSERT_EQ(0, data_parser->parse("7abc 123456", 8, data_item)); + ASSERT_STREQ("7abc", data_item.id.c_str()); + ASSERT_STREQ("123", data_item.data.c_str()); +} + +TEST_F(DataReaderTest, LineDataReader) { + std::unique_ptr data_reader(CREATE_CLASS(DataReader, "LineDataReader")); + ASSERT_NE(nullptr, data_reader); + + auto config = YAML::Load( + "parser:\n" + " class: LineDataParser\n" + "pipeline_cmd: cat\n" + "done_file: done_file\n"); + ASSERT_EQ(0, data_reader->initialize(config, context_ptr)); + auto data_file_list = data_reader->data_file_list(test_data_dir); + ASSERT_EQ(2, data_file_list.size()); + std::sort(data_file_list.begin(), data_file_list.end()); + ASSERT_EQ(string::format_string("%s/%s", test_data_dir, "a.txt"), data_file_list[0]); + ASSERT_EQ(string::format_string("%s/%s", test_data_dir, "b.txt"), data_file_list[1]); + + ASSERT_FALSE(data_reader->is_data_ready(test_data_dir)); + std::ofstream fout(fs->path_join(test_data_dir, "done_file")); + fout << "done"; + fout.close(); + ASSERT_TRUE(data_reader->is_data_ready(test_data_dir)); + + auto channel = framework::MakeChannel(128); + ASSERT_NE(nullptr, channel); + ASSERT_EQ(0, data_reader->read_all(test_data_dir, channel)); + + framework::ChannelReader reader(channel.get()); + DataItem data_item; + + reader >> data_item; + ASSERT_TRUE(reader); + ASSERT_STREQ("abc", data_item.id.c_str()); + ASSERT_STREQ("123456", data_item.data.c_str()); + + reader >> data_item; + ASSERT_TRUE(reader); + ASSERT_STREQ("def", data_item.id.c_str()); + ASSERT_STREQ("234567", data_item.data.c_str()); + + reader >> data_item; + ASSERT_TRUE(reader); + ASSERT_STREQ("ghi", data_item.id.c_str()); + ASSERT_STREQ("345678", data_item.data.c_str()); + + reader >> data_item; + ASSERT_TRUE(reader); + ASSERT_STREQ("jkl", data_item.id.c_str()); + ASSERT_STREQ("456789", data_item.data.c_str()); + + reader >> data_item; + ASSERT_FALSE(reader); +} + +TEST_F(DataReaderTest, LineDataReader_filename_prefix) { + std::unique_ptr data_reader(CREATE_CLASS(DataReader, "LineDataReader")); + ASSERT_NE(nullptr, data_reader); + auto config = YAML::Load( + "parser:\n" + " class: LineDataParser\n" + "pipeline_cmd: cat\n" + "done_file: done_file\n" + "filename_prefix: a"); + ASSERT_EQ(0, data_reader->initialize(config, context_ptr)); + auto data_file_list = data_reader->data_file_list(test_data_dir); + ASSERT_EQ(1, data_file_list.size()); + ASSERT_EQ(string::format_string("%s/%s", test_data_dir, "a.txt"), data_file_list[0]); + + auto channel = framework::MakeChannel(128); + ASSERT_NE(nullptr, channel); + ASSERT_EQ(0, data_reader->read_all(test_data_dir, channel)); + + framework::ChannelReader reader(channel.get()); + DataItem data_item; + + reader >> data_item; + ASSERT_TRUE(reader); + ASSERT_STREQ("abc", data_item.id.c_str()); + ASSERT_STREQ("123456", data_item.data.c_str()); + + reader >> data_item; + ASSERT_TRUE(reader); + ASSERT_STREQ("def", data_item.id.c_str()); + ASSERT_STREQ("234567", data_item.data.c_str()); + + reader >> data_item; + ASSERT_FALSE(reader); +} + +TEST_F(DataReaderTest, LineDataReader_FileSystem) { + std::unique_ptr data_reader(CREATE_CLASS(DataReader, "LineDataReader")); + ASSERT_NE(nullptr, data_reader); + auto config = YAML::Load( + "parser:\n" + " class: LineDataParser\n" + "pipeline_cmd: cat\n" + "done_file: done_file\n" + "filename_prefix: a\n" + "file_system:\n" + " class: AutoFileSystem\n" + " file_systems:\n" + " 'afs:': &HDFS \n" + " class: HadoopFileSystem\n" + " hdfs_command: 'hadoop fs'\n" + " ugis:\n" + " 'default': 'feed_video,D3a0z8'\n" + " 'xingtian.afs.baidu.com:9902': 'feed_video,D3a0z8'\n" + " \n" + " 'hdfs:': *HDFS\n"); + ASSERT_EQ(0, data_reader->initialize(config, context_ptr)); + { + auto data_file_list = data_reader->data_file_list(test_data_dir); + ASSERT_EQ(1, data_file_list.size()); + ASSERT_EQ(string::format_string("%s/%s", test_data_dir, "a.txt"), data_file_list[0]); + + auto channel = framework::MakeChannel(128); + ASSERT_NE(nullptr, channel); + ASSERT_EQ(0, data_reader->read_all(test_data_dir, channel)); + + framework::ChannelReader reader(channel.get()); + DataItem data_item; + + reader >> data_item; + ASSERT_TRUE(reader); + ASSERT_STREQ("abc", data_item.id.c_str()); + ASSERT_STREQ("123456", data_item.data.c_str()); + + reader >> data_item; + ASSERT_TRUE(reader); + ASSERT_STREQ("def", data_item.id.c_str()); + ASSERT_STREQ("234567", data_item.data.c_str()); + + reader >> data_item; + ASSERT_FALSE(reader); + } + + { + char test_hadoop_dir[] = "afs://xingtian.afs.baidu.com:9902/user/feed_video/user/rensilin/paddle_trainer_test_dir"; + + ASSERT_TRUE(data_reader->is_data_ready(test_hadoop_dir)); + + auto data_file_list = data_reader->data_file_list(test_hadoop_dir); + ASSERT_EQ(1, data_file_list.size()); + ASSERT_EQ(string::format_string("%s/%s", test_hadoop_dir, "a.txt"), data_file_list[0]); + + auto channel = framework::MakeChannel(128); + ASSERT_NE(nullptr, channel); + ASSERT_EQ(0, data_reader->read_all(test_hadoop_dir, channel)); + + framework::ChannelReader reader(channel.get()); + DataItem data_item; + + reader >> data_item; + ASSERT_TRUE(reader); + ASSERT_STREQ("hello", data_item.id.c_str()); + ASSERT_STREQ("world", data_item.data.c_str()); + + reader >> data_item; + ASSERT_TRUE(reader); + ASSERT_STREQ("hello", data_item.id.c_str()); + ASSERT_STREQ("hadoop", data_item.data.c_str()); + + reader >> data_item; + ASSERT_FALSE(reader); + } +} + +} // namespace feed +} // namespace custom_trainer +} // namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/unit_test/test_datareader_omp.cc b/paddle/fluid/train/custom_trainer/feed/unit_test/test_datareader_omp.cc new file mode 100644 index 0000000000000000000000000000000000000000..59e6e2cfa21b2d8cc1f8d009703e2e7a1bb111b3 --- /dev/null +++ b/paddle/fluid/train/custom_trainer/feed/unit_test/test_datareader_omp.cc @@ -0,0 +1,211 @@ +/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. */ + +#include +#include +#include +#include +#include + +#include "paddle/fluid/train/custom_trainer/feed/executor/executor.h" +#include "paddle/fluid/framework/tensor_util.h" +#include "paddle/fluid/framework/program_desc.h" +#include "paddle/fluid/train/custom_trainer/feed/io/file_system.h" +#include "paddle/fluid/train/custom_trainer/feed/io/shell.h" +#include "paddle/fluid/string/string_helper.h" +#include "paddle/fluid/train/custom_trainer/feed/dataset/data_reader.h" + +namespace paddle { +namespace custom_trainer { +namespace feed { + +namespace { +const char test_data_dir[] = "test_data"; +} + +class DataReaderOmpTest : public testing::Test { +public: + static void SetUpTestCase() { + std::unique_ptr fs(CREATE_CLASS(FileSystem, "LocalFileSystem")); + fs->mkdir(test_data_dir); + shell_set_verbose(true); + std_items.clear(); + sorted_std_items.clear(); + for (char c = 'a'; c <= 'z'; ++c) { + DataItem item; + item.id = c; + item.data = std::to_string(c - 'a'); + std::ofstream fout(fs->path_join(test_data_dir, string::format_string("%c.txt", c))); + fout << item.id << " " << item.data << std::endl; + fout.close(); + sorted_std_items.push_back(std::move(item)); + } + for (const auto& filename: fs->list(test_data_dir)) { + std::ifstream fin(filename); + DataItem item; + fin >> item.id >> item.data; + fin.close(); + std_items.push_back(std::move(item)); + } + } + + static void TearDownTestCase() { + std::unique_ptr fs(CREATE_CLASS(FileSystem, "LocalFileSystem")); + fs->remove(test_data_dir); + } + + virtual void SetUp() { + thread_num = omp_get_max_threads(); + omp_set_num_threads(1); + fs.reset(CREATE_CLASS(FileSystem, "LocalFileSystem")); + context_ptr.reset(new TrainerContext()); + } + + virtual void TearDown() { + omp_set_num_threads(thread_num); + fs = nullptr; + context_ptr = nullptr; + } + + static bool is_same(const std::vector& a, const std::vector& b) { + int a_size = a.size(); + if (a_size != b.size()) { + return false; + } + for (int i = 0; i < a_size; ++i) { + if (a[i].id != b[i].id || a[i].data != b[i].data) { + return false; + } + } + return true; + } + + static bool is_same_with_std_items(const std::vector& items) { + return is_same(items, std_items); + } + + static bool is_same_with_sorted_std_items(const std::vector& items) { + return is_same(items, sorted_std_items); + } + + static std::vector std_items; + static std::vector sorted_std_items; + std::shared_ptr context_ptr; + std::unique_ptr fs; + int thread_num = 1; + const int n_run = 5; +}; + +std::vector DataReaderOmpTest::std_items; +std::vector DataReaderOmpTest::sorted_std_items; + +TEST_F(DataReaderOmpTest, LineDataReaderSingleThread) { + std::unique_ptr data_reader(CREATE_CLASS(DataReader, "LineDataReader")); + ASSERT_NE(nullptr, data_reader); + + auto config = YAML::Load( + "parser:\n" + " class: LineDataParser\n" + "pipeline_cmd: cat\n" + "done_file: done_file\n"); + ASSERT_EQ(0, data_reader->initialize(config, context_ptr)); + auto data_file_list = data_reader->data_file_list(test_data_dir); + + const int std_items_size = std_items.size(); + ASSERT_EQ(std_items_size, data_file_list.size()); + + for (int i = 0; i < std_items_size; ++i) { + ASSERT_EQ(string::format_string("%s/%s.txt", test_data_dir, std_items[i].id.c_str()), data_file_list[i]); + } + + int same_count = 0; + for (int i = 0; i < n_run; ++i) { + auto channel = framework::MakeChannel(128); + ASSERT_NE(nullptr, channel); + ASSERT_EQ(0, data_reader->read_all(test_data_dir, channel)); + + std::vector items; + channel->ReadAll(items); + + if (is_same_with_std_items(items)) { + ++same_count; + } + } + + // n_run 次都相同 + ASSERT_EQ(n_run, same_count); +} + +TEST_F(DataReaderOmpTest, LineDataReaderMuiltThread) { + std::unique_ptr data_reader(CREATE_CLASS(DataReader, "LineDataReader")); + ASSERT_NE(nullptr, data_reader); + + auto config = YAML::Load( + "parser:\n" + " class: LineDataParser\n" + "pipeline_cmd: cat\n" + "done_file: done_file\n"); + ASSERT_EQ(0, data_reader->initialize(config, context_ptr)); + auto data_file_list = data_reader->data_file_list(test_data_dir); + + const int std_items_size = std_items.size(); + ASSERT_EQ(std_items_size, data_file_list.size()); + + for (int i = 0; i < std_items_size; ++i) { + ASSERT_EQ(string::format_string("%s/%s.txt", test_data_dir, std_items[i].id.c_str()), data_file_list[i]); + } + + ASSERT_FALSE(data_reader->is_data_ready(test_data_dir)); + std::ofstream fout(fs->path_join(test_data_dir, "done_file")); + fout << "done"; + fout.close(); + ASSERT_TRUE(data_reader->is_data_ready(test_data_dir)); + + int same_count = 0; + int sort_same_count = 0; + for (int i = 0; i < n_run; ++i) { + auto channel = framework::MakeChannel(128); + ASSERT_NE(nullptr, channel); + + omp_set_num_threads(4); + + ASSERT_EQ(0, data_reader->read_all(test_data_dir, channel)); + + std::vector items; + channel->ReadAll(items); + + if (is_same_with_std_items(items)) { + ++same_count; + } + + std::sort(items.begin(), items.end(), [] (const DataItem& a, const DataItem& b) { + return a.id < b.id; + }); + + if (is_same_with_sorted_std_items(items)) { + ++sort_same_count; + } + + } + // n_run次有不同的（证明是多线程） + ASSERT_EQ(4, omp_get_max_threads()); + ASSERT_GT(n_run, same_count); + + // 但排序后都是相同的 + ASSERT_EQ(n_run, sort_same_count); +} + +} // namespace feed +} // namespace custom_trainer +} // namespace paddle diff --git a/paddle/fluid/train/custom_trainer/feed/unit_test/test_executor.cc b/paddle/fluid/train/custom_trainer/feed/unit_test/test_executor.cc index 479bbada12b8780025c7bd540bd3057c2933597a..5866b34ee05cfdd0ef0b55e5cb96c8263ddb8c94 100644 --- a/paddle/fluid/train/custom_trainer/feed/unit_test/test_executor.cc +++ b/paddle/fluid/train/custom_trainer/feed/unit_test/test_executor.cc @@ -13,66 +13,118 @@ See the License for the specific language governing permissions and limitations under the License. */ #include +#include #include #include "paddle/fluid/train/custom_trainer/feed/executor/executor.h" #include "paddle/fluid/framework/tensor_util.h" +#include "paddle/fluid/framework/program_desc.h" +#include "paddle/fluid/train/custom_trainer/feed/io/file_system.h" +#include "paddle/fluid/train/custom_trainer/feed/io/shell.h" +#include "paddle/fluid/string/string_helper.h" namespace paddle { namespace custom_trainer { namespace feed { -TEST(testSimpleExecutor, initialize) { - SimpleExecutor execute; - auto context_ptr = std::make_shared(); - YAML::Node config = YAML::Load("[1, 2, 3]"); - ASSERT_NE(0, execute.initialize(config, context_ptr)); - config = YAML::Load("{startup_program: ./data/startup_program, main_program: ./data/main_program}"); - ASSERT_EQ(0, execute.initialize(config, context_ptr)); - config = YAML::Load("{thread_num: 2, startup_program: ./data/startup_program, main_program: ./data/main_program}"); - ASSERT_EQ(0, execute.initialize(config, context_ptr)); +namespace { +const char test_data_dir[] = "test_data"; +const char main_program_path[] = "test_data/main_program"; +const char startup_program_path[] = "test_data/startup_program"; } -float uniform(float min, float max) { - float result = (float)rand() / RAND_MAX; - return min + result * (max - min); -} +class SimpleExecutorTest : public testing::Test +{ +public: + static void SetUpTestCase() + { + std::unique_ptr fs(CREATE_CLASS(FileSystem, "LocalFileSystem")); + fs->mkdir(test_data_dir); + shell_set_verbose(true); + + { + std::unique_ptr startup_program( + new paddle::framework::ProgramDesc()); + std::ofstream fout(startup_program_path, std::ios::out | std::ios::binary); + ASSERT_TRUE(fout); + fout << startup_program->Proto()->SerializeAsString(); + fout.close(); + } + + { + std::unique_ptr main_program( + new paddle::framework::ProgramDesc()); + + auto load_block = main_program->MutableBlock(0); + framework::OpDesc* op = load_block->AppendOp(); + op->SetType("mean"); + op->SetInput("X", {"x"}); + op->SetOutput("Out", {"mean"}); + op->CheckAttrs(); + std::ofstream fout(main_program_path, std::ios::out | std::ios::binary); + ASSERT_TRUE(fout); + fout << main_program->Proto()->SerializeAsString(); + fout.close(); + } + } -void next_batch(int batch_size, const paddle::platform::Place& place, paddle::framework::LoDTensor* x_tensor, paddle::framework::LoDTensor* y_tensor) { - - x_tensor->Resize({batch_size, 2}); - auto x_data = x_tensor->mutable_data(place); + static void TearDownTestCase() + { + std::unique_ptr fs(CREATE_CLASS(FileSystem, "LocalFileSystem")); + fs->remove(test_data_dir); + } - y_tensor->Resize({batch_size, 1}); - auto y_data = y_tensor->mutable_data(place); + virtual void SetUp() + { + context_ptr.reset(new TrainerContext()); + } - for (int i = 0; i < batch_size; ++i) { - x_data[i * 2] = uniform(-2, 2); - x_data[i * 2 + 1] = uniform(-2, 2); - float dis = x_data[i * 2] * x_data[i * 2] + x_data[i * 2 + 1] * x_data[i * 2 + 1]; - y_data[i] = dis < 1.0 ? 1.0 : 0.0; + virtual void TearDown() + { + context_ptr = nullptr; } + + std::shared_ptr context_ptr; +}; + +TEST_F(SimpleExecutorTest, initialize) { + std::unique_ptr executor(CREATE_CLASS(Executor, "SimpleExecutor")); + ASSERT_NE(nullptr, executor); + YAML::Node config = YAML::Load("[1, 2, 3]"); + ASSERT_NE(0, executor->initialize(config, context_ptr)); + config = YAML::Load(string::format_string("{startup_program: %s, main_program: %s}", startup_program_path, main_program_path)); + ASSERT_EQ(0, executor->initialize(config, context_ptr)); + config = YAML::Load(string::format_string("{thread_num: 2, startup_program: %s, main_program: %s}", startup_program_path, main_program_path)); + ASSERT_EQ(0, executor->initialize(config, context_ptr)); } -TEST(testSimpleExecutor, run) { - SimpleExecutor execute; - auto context_ptr = std::make_shared(); - auto config = YAML::Load("{thread_num: 2, startup_program: ./data/startup_program, main_program: ./data/main_program}"); - ASSERT_EQ(0, execute.initialize(config, context_ptr)); +TEST_F(SimpleExecutorTest, run) { + std::unique_ptr executor(CREATE_CLASS(Executor, "SimpleExecutor")); + ASSERT_NE(nullptr, executor); + auto config = YAML::Load(string::format_string("{thread_num: 2, startup_program: %s, main_program: %s}", startup_program_path, main_program_path)); + ASSERT_EQ(0, executor->initialize(config, context_ptr)); - auto x_var = execute.mutable_var<::paddle::framework::LoDTensor>("x"); - auto y_var = execute.mutable_var<::paddle::framework::LoDTensor>("y"); + auto x_var = executor->mutable_var<::paddle::framework::LoDTensor>("x"); + executor->mutable_var<::paddle::framework::LoDTensor>("mean"); ASSERT_NE(nullptr, x_var); - ASSERT_NE(nullptr, y_var); - next_batch(1024, context_ptr->cpu_place, x_var, y_var); + int x_len = 10; + x_var->Resize({1, x_len}); + auto x_data = x_var->mutable_data(context_ptr->cpu_place); + std::cout << "x: "; + for (int i = 0; i < x_len; ++i) { + x_data[i] = i; + std::cout << i << " "; + } + std::cout << std::endl; - ASSERT_EQ(0, execute.run()); + ASSERT_EQ(0, executor->run()); - auto loss_var = execute.var<::paddle::framework::LoDTensor>("loss"); - auto loss = loss_var.data()[0]; - std::cout << "loss: " << loss << std::endl; + auto mean_var = executor->var<::paddle::framework::LoDTensor>("mean"); + auto mean = mean_var.data()[0]; + std::cout << "mean: " << mean << std::endl; + ASSERT_NEAR(4.5, mean, 1e-9); } } // namespace feed diff --git a/release.bcloud b/release.bcloud index f273f3df2d3828d26a22065039a26d34ff7392a0..6b6e0e1fd812ccc26388db33221e709a1f538b00 100755 --- a/release.bcloud +++ b/release.bcloud @@ -3,3 +3,9 @@ mkdir -p so cp baidu_third-party_mklml/so/* so rm -rf baidu_third-party_mklml + +cp baidu_third-party_openmpi/so/* so +rm -rf baidu_third-party_openmpi + +rm lib/libfake_paddle_proto.a +rmdir lib 2>/dev/null || :