├── 3rdparty ├── include │ ├── cudnn-6.0 │ │ └── cudnn.h │ ├── cudnn │ │ └── cudnn.h │ ├── gflags │ │ ├── config.h │ │ ├── gflags.h │ │ ├── gflags_completions.h │ │ ├── gflags_declare.h │ │ └── gflags_gflags.h │ ├── glog │ │ ├── base │ │ │ ├── commandlineflags.h │ │ │ ├── googleinit.h │ │ │ └── mutex.h │ │ ├── config.h │ │ ├── config_for_unittests.h │ │ ├── demangle.h │ │ ├── glog │ │ │ ├── log_severity.h │ │ │ ├── logging.h.in │ │ │ ├── raw_logging.h.in │ │ │ ├── stl_logging.h.in │ │ │ └── vlog_is_on.h.in │ │ ├── googletest.h │ │ ├── log_severity.h │ │ ├── logging.h │ │ ├── mock-log.h │ │ ├── port.h │ │ ├── raw_logging.h │ │ ├── stacktrace.h │ │ ├── stl_logging.h │ │ ├── symbolize.h │ │ ├── utilities.h │ │ ├── vlog_is_on.h │ │ └── windows │ │ │ ├── config.h │ │ │ ├── glog │ │ │ ├── log_severity.h │ │ │ ├── logging.h │ │ │ ├── raw_logging.h │ │ │ ├── stl_logging.h │ │ │ └── vlog_is_on.h │ │ │ ├── port.cc │ │ │ ├── port.h │ │ │ └── preprocess.sh │ ├── google │ │ └── protobuf │ │ │ ├── any.cc │ │ │ ├── any.h │ │ │ ├── any.pb.cc │ │ │ ├── any.pb.h │ │ │ ├── any.proto │ │ │ ├── any_test.cc │ │ │ ├── any_test.proto │ │ │ ├── api.pb.cc │ │ │ ├── api.pb.h │ │ │ ├── api.proto │ │ │ ├── arena.cc │ │ │ ├── arena.h │ │ │ ├── arena_nc.cc │ │ │ ├── arena_nc_test.py │ │ │ ├── arena_test_util.cc │ │ │ ├── arena_test_util.h │ │ │ ├── arena_unittest.cc │ │ │ ├── arenastring.cc │ │ │ ├── arenastring.h │ │ │ ├── arenastring_unittest.cc │ │ │ ├── compiler │ │ │ ├── code_generator.cc │ │ │ ├── code_generator.h │ │ │ ├── command_line_interface.cc │ │ │ ├── command_line_interface.h │ │ │ ├── command_line_interface_unittest.cc │ │ │ ├── cpp │ │ │ │ ├── cpp_bootstrap_unittest.cc │ │ │ │ ├── cpp_enum.cc │ │ │ │ ├── cpp_enum.h │ │ │ │ ├── cpp_enum_field.cc │ │ │ │ ├── cpp_enum_field.h │ │ │ │ ├── cpp_extension.cc │ │ │ │ ├── cpp_extension.h │ │ │ │ ├── cpp_field.cc │ │ │ │ ├── cpp_field.h │ │ │ │ ├── cpp_file.cc │ │ │ │ ├── cpp_file.h │ │ │ │ ├── cpp_generator.cc │ │ │ │ ├── cpp_generator.h │ │ │ │ ├── cpp_helpers.cc │ │ │ │ ├── cpp_helpers.h │ │ │ │ ├── cpp_map_field.cc │ │ │ │ ├── cpp_map_field.h │ │ │ │ ├── cpp_message.cc │ │ │ │ ├── cpp_message.h │ │ │ │ ├── cpp_message_field.cc │ │ │ │ ├── cpp_message_field.h │ │ │ │ ├── cpp_options.h │ │ │ │ ├── cpp_plugin_unittest.cc │ │ │ │ ├── cpp_primitive_field.cc │ │ │ │ ├── cpp_primitive_field.h │ │ │ │ ├── cpp_service.cc │ │ │ │ ├── cpp_service.h │ │ │ │ ├── cpp_string_field.cc │ │ │ │ ├── cpp_string_field.h │ │ │ │ ├── cpp_test_bad_identifiers.proto │ │ │ │ ├── cpp_test_large_enum_value.proto │ │ │ │ ├── cpp_unittest.cc │ │ │ │ ├── cpp_unittest.h │ │ │ │ └── metadata_test.cc │ │ │ ├── csharp │ │ │ │ ├── csharp_doc_comment.cc │ │ │ │ ├── csharp_doc_comment.h │ │ │ │ ├── csharp_enum.cc │ │ │ │ ├── csharp_enum.h │ │ │ │ ├── csharp_enum_field.cc │ │ │ │ ├── csharp_enum_field.h │ │ │ │ ├── csharp_field_base.cc │ │ │ │ ├── csharp_field_base.h │ │ │ │ ├── csharp_generator.cc │ │ │ │ ├── csharp_generator.h │ │ │ │ ├── csharp_generator_unittest.cc │ │ │ │ ├── csharp_helpers.cc │ │ │ │ ├── csharp_helpers.h │ │ │ │ ├── csharp_map_field.cc │ │ │ │ ├── csharp_map_field.h │ │ │ │ ├── csharp_message.cc │ │ │ │ ├── csharp_message.h │ │ │ │ ├── csharp_message_field.cc │ │ │ │ ├── csharp_message_field.h │ │ │ │ ├── csharp_names.h │ │ │ │ ├── csharp_options.h │ │ │ │ ├── csharp_primitive_field.cc │ │ │ │ ├── csharp_primitive_field.h │ │ │ │ ├── csharp_reflection_class.cc │ │ │ │ ├── csharp_reflection_class.h │ │ │ │ ├── csharp_repeated_enum_field.cc │ │ │ │ ├── csharp_repeated_enum_field.h │ │ │ │ ├── csharp_repeated_message_field.cc │ │ │ │ ├── csharp_repeated_message_field.h │ │ │ │ ├── csharp_repeated_primitive_field.cc │ │ │ │ ├── csharp_repeated_primitive_field.h │ │ │ │ ├── csharp_source_generator_base.cc │ │ │ │ ├── csharp_source_generator_base.h │ │ │ │ ├── csharp_wrapper_field.cc │ │ │ │ └── csharp_wrapper_field.h │ │ │ ├── importer.cc │ │ │ ├── importer.h │ │ │ ├── importer_unittest.cc │ │ │ ├── java │ │ │ │ ├── java_context.cc │ │ │ │ ├── java_context.h │ │ │ │ ├── java_doc_comment.cc │ │ │ │ ├── java_doc_comment.h │ │ │ │ ├── java_doc_comment_unittest.cc │ │ │ │ ├── java_enum.cc │ │ │ │ ├── java_enum.h │ │ │ │ ├── java_enum_field.cc │ │ │ │ ├── java_enum_field.h │ │ │ │ ├── java_enum_field_lite.cc │ │ │ │ ├── java_enum_field_lite.h │ │ │ │ ├── java_enum_lite.cc │ │ │ │ ├── java_enum_lite.h │ │ │ │ ├── java_extension.cc │ │ │ │ ├── java_extension.h │ │ │ │ ├── java_extension_lite.cc │ │ │ │ ├── java_extension_lite.h │ │ │ │ ├── java_field.cc │ │ │ │ ├── java_field.h │ │ │ │ ├── java_file.cc │ │ │ │ ├── java_file.h │ │ │ │ ├── java_generator.cc │ │ │ │ ├── java_generator.h │ │ │ │ ├── java_generator_factory.cc │ │ │ │ ├── java_generator_factory.h │ │ │ │ ├── java_helpers.cc │ │ │ │ ├── java_helpers.h │ │ │ │ ├── java_lazy_message_field.cc │ │ │ │ ├── java_lazy_message_field.h │ │ │ │ ├── java_lazy_message_field_lite.cc │ │ │ │ ├── java_lazy_message_field_lite.h │ │ │ │ ├── java_map_field.cc │ │ │ │ ├── java_map_field.h │ │ │ │ ├── java_map_field_lite.cc │ │ │ │ ├── java_map_field_lite.h │ │ │ │ ├── java_message.cc │ │ │ │ ├── java_message.h │ │ │ │ ├── java_message_builder.cc │ │ │ │ ├── java_message_builder.h │ │ │ │ ├── java_message_builder_lite.cc │ │ │ │ ├── java_message_builder_lite.h │ │ │ │ ├── java_message_field.cc │ │ │ │ ├── java_message_field.h │ │ │ │ ├── java_message_field_lite.cc │ │ │ │ ├── java_message_field_lite.h │ │ │ │ ├── java_message_lite.cc │ │ │ │ ├── java_message_lite.h │ │ │ │ ├── java_name_resolver.cc │ │ │ │ ├── java_name_resolver.h │ │ │ │ ├── java_names.h │ │ │ │ ├── java_options.h │ │ │ │ ├── java_plugin_unittest.cc │ │ │ │ ├── java_primitive_field.cc │ │ │ │ ├── java_primitive_field.h │ │ │ │ ├── java_primitive_field_lite.cc │ │ │ │ ├── java_primitive_field_lite.h │ │ │ │ ├── java_service.cc │ │ │ │ ├── java_service.h │ │ │ │ ├── java_shared_code_generator.cc │ │ │ │ ├── java_shared_code_generator.h │ │ │ │ ├── java_string_field.cc │ │ │ │ ├── java_string_field.h │ │ │ │ ├── java_string_field_lite.cc │ │ │ │ └── java_string_field_lite.h │ │ │ ├── javanano │ │ │ │ ├── javanano_enum.cc │ │ │ │ ├── javanano_enum.h │ │ │ │ ├── javanano_enum_field.cc │ │ │ │ ├── javanano_enum_field.h │ │ │ │ ├── javanano_extension.cc │ │ │ │ ├── javanano_extension.h │ │ │ │ ├── javanano_field.cc │ │ │ │ ├── javanano_field.h │ │ │ │ ├── javanano_file.cc │ │ │ │ ├── javanano_file.h │ │ │ │ ├── javanano_generator.cc │ │ │ │ ├── javanano_generator.h │ │ │ │ ├── javanano_helpers.cc │ │ │ │ ├── javanano_helpers.h │ │ │ │ ├── javanano_map_field.cc │ │ │ │ ├── javanano_map_field.h │ │ │ │ ├── javanano_message.cc │ │ │ │ ├── javanano_message.h │ │ │ │ ├── javanano_message_field.cc │ │ │ │ ├── javanano_message_field.h │ │ │ │ ├── javanano_params.h │ │ │ │ ├── javanano_primitive_field.cc │ │ │ │ └── javanano_primitive_field.h │ │ │ ├── js │ │ │ │ ├── js_generator.cc │ │ │ │ └── js_generator.h │ │ │ ├── main.cc │ │ │ ├── mock_code_generator.cc │ │ │ ├── mock_code_generator.h │ │ │ ├── objectivec │ │ │ │ ├── objectivec_enum.cc │ │ │ │ ├── objectivec_enum.h │ │ │ │ ├── objectivec_enum_field.cc │ │ │ │ ├── objectivec_enum_field.h │ │ │ │ ├── objectivec_extension.cc │ │ │ │ ├── objectivec_extension.h │ │ │ │ ├── objectivec_field.cc │ │ │ │ ├── objectivec_field.h │ │ │ │ ├── objectivec_file.cc │ │ │ │ ├── objectivec_file.h │ │ │ │ ├── objectivec_generator.cc │ │ │ │ ├── objectivec_generator.h │ │ │ │ ├── objectivec_helpers.cc │ │ │ │ ├── objectivec_helpers.h │ │ │ │ ├── objectivec_helpers_unittest.cc │ │ │ │ ├── objectivec_map_field.cc │ │ │ │ ├── objectivec_map_field.h │ │ │ │ ├── objectivec_message.cc │ │ │ │ ├── objectivec_message.h │ │ │ │ ├── objectivec_message_field.cc │ │ │ │ ├── objectivec_message_field.h │ │ │ │ ├── objectivec_oneof.cc │ │ │ │ ├── objectivec_oneof.h │ │ │ │ ├── objectivec_primitive_field.cc │ │ │ │ └── objectivec_primitive_field.h │ │ │ ├── package_info.h │ │ │ ├── parser.cc │ │ │ ├── parser.h │ │ │ ├── parser_unittest.cc │ │ │ ├── plugin.cc │ │ │ ├── plugin.h │ │ │ ├── plugin.pb.cc │ │ │ ├── plugin.pb.h │ │ │ ├── plugin.proto │ │ │ ├── python │ │ │ │ ├── python_generator.cc │ │ │ │ ├── python_generator.h │ │ │ │ └── python_plugin_unittest.cc │ │ │ ├── ruby │ │ │ │ ├── ruby_generated_code.proto │ │ │ │ ├── ruby_generated_code_pb.rb │ │ │ │ ├── ruby_generator.cc │ │ │ │ ├── ruby_generator.h │ │ │ │ └── ruby_generator_unittest.cc │ │ │ ├── subprocess.cc │ │ │ ├── subprocess.h │ │ │ ├── test_plugin.cc │ │ │ ├── zip_output_unittest.sh │ │ │ ├── zip_writer.cc │ │ │ └── zip_writer.h │ │ │ ├── descriptor.cc │ │ │ ├── descriptor.h │ │ │ ├── descriptor.pb.cc │ │ │ ├── descriptor.pb.h │ │ │ ├── descriptor.proto │ │ │ ├── descriptor_database.cc │ │ │ ├── descriptor_database.h │ │ │ ├── descriptor_database_unittest.cc │ │ │ ├── descriptor_unittest.cc │ │ │ ├── drop_unknown_fields_test.cc │ │ │ ├── duration.pb.cc │ │ │ ├── duration.pb.h │ │ │ ├── duration.proto │ │ │ ├── dynamic_message.cc │ │ │ ├── dynamic_message.h │ │ │ ├── dynamic_message_unittest.cc │ │ │ ├── empty.pb.cc │ │ │ ├── empty.pb.h │ │ │ ├── empty.proto │ │ │ ├── extension_set.cc │ │ │ ├── extension_set.h │ │ │ ├── extension_set_heavy.cc │ │ │ ├── extension_set_unittest.cc │ │ │ ├── field_mask.pb.cc │ │ │ ├── field_mask.pb.h │ │ │ ├── field_mask.proto │ │ │ ├── generated_enum_reflection.h │ │ │ ├── generated_enum_util.h │ │ │ ├── generated_message_reflection.cc │ │ │ ├── generated_message_reflection.h │ │ │ ├── generated_message_reflection_unittest.cc │ │ │ ├── generated_message_util.cc │ │ │ ├── generated_message_util.h │ │ │ ├── io │ │ │ ├── coded_stream.cc │ │ │ ├── coded_stream.h │ │ │ ├── coded_stream_inl.h │ │ │ ├── coded_stream_unittest.cc │ │ │ ├── gzip_stream.cc │ │ │ ├── gzip_stream.h │ │ │ ├── gzip_stream_unittest.sh │ │ │ ├── package_info.h │ │ │ ├── printer.cc │ │ │ ├── printer.h │ │ │ ├── printer_unittest.cc │ │ │ ├── strtod.cc │ │ │ ├── strtod.h │ │ │ ├── tokenizer.cc │ │ │ ├── tokenizer.h │ │ │ ├── tokenizer_unittest.cc │ │ │ ├── zero_copy_stream.cc │ │ │ ├── zero_copy_stream.h │ │ │ ├── zero_copy_stream_impl.cc │ │ │ ├── zero_copy_stream_impl.h │ │ │ ├── zero_copy_stream_impl_lite.cc │ │ │ ├── zero_copy_stream_impl_lite.h │ │ │ └── zero_copy_stream_unittest.cc │ │ │ ├── lite_arena_unittest.cc │ │ │ ├── lite_unittest.cc │ │ │ ├── map.h │ │ │ ├── map_entry.h │ │ │ ├── map_entry_lite.h │ │ │ ├── map_field.cc │ │ │ ├── map_field.h │ │ │ ├── map_field_inl.h │ │ │ ├── map_field_lite.h │ │ │ ├── map_field_test.cc │ │ │ ├── map_lite_test_util.cc │ │ │ ├── map_lite_test_util.h │ │ │ ├── map_lite_unittest.proto │ │ │ ├── map_proto2_unittest.proto │ │ │ ├── map_test.cc │ │ │ ├── map_test_util.cc │ │ │ ├── map_test_util.h │ │ │ ├── map_test_util_impl.h │ │ │ ├── map_type_handler.h │ │ │ ├── map_unittest.proto │ │ │ ├── map_unittest_proto3.proto │ │ │ ├── message.cc │ │ │ ├── message.h │ │ │ ├── message_lite.cc │ │ │ ├── message_lite.h │ │ │ ├── message_unittest.cc │ │ │ ├── metadata.h │ │ │ ├── no_field_presence_test.cc │ │ │ ├── package_info.h │ │ │ ├── preserve_unknown_enum_test.cc │ │ │ ├── proto3_arena_lite_unittest.cc │ │ │ ├── proto3_arena_unittest.cc │ │ │ ├── proto3_lite_unittest.cc │ │ │ ├── reflection.h │ │ │ ├── reflection_internal.h │ │ │ ├── reflection_ops.cc │ │ │ ├── reflection_ops.h │ │ │ ├── reflection_ops_unittest.cc │ │ │ ├── repeated_field.cc │ │ │ ├── repeated_field.h │ │ │ ├── repeated_field_reflection_unittest.cc │ │ │ ├── repeated_field_unittest.cc │ │ │ ├── service.cc │ │ │ ├── service.h │ │ │ ├── source_context.pb.cc │ │ │ ├── source_context.pb.h │ │ │ ├── source_context.proto │ │ │ ├── struct.pb.cc │ │ │ ├── struct.pb.h │ │ │ ├── struct.proto │ │ │ ├── stubs │ │ │ ├── atomic_sequence_num.h │ │ │ ├── atomicops.h │ │ │ ├── atomicops_internals_arm64_gcc.h │ │ │ ├── atomicops_internals_arm_gcc.h │ │ │ ├── atomicops_internals_arm_qnx.h │ │ │ ├── atomicops_internals_atomicword_compat.h │ │ │ ├── atomicops_internals_generic_gcc.h │ │ │ ├── atomicops_internals_macosx.h │ │ │ ├── atomicops_internals_mips_gcc.h │ │ │ ├── atomicops_internals_pnacl.h │ │ │ ├── atomicops_internals_power.h │ │ │ ├── atomicops_internals_ppc_gcc.h │ │ │ ├── atomicops_internals_solaris.h │ │ │ ├── atomicops_internals_tsan.h │ │ │ ├── atomicops_internals_x86_gcc.cc │ │ │ ├── atomicops_internals_x86_gcc.h │ │ │ ├── atomicops_internals_x86_msvc.cc │ │ │ ├── atomicops_internals_x86_msvc.h │ │ │ ├── bytestream.cc │ │ │ ├── bytestream.h │ │ │ ├── bytestream_unittest.cc │ │ │ ├── callback.h │ │ │ ├── casts.h │ │ │ ├── common.cc │ │ │ ├── common.h │ │ │ ├── common_unittest.cc │ │ │ ├── fastmem.h │ │ │ ├── hash.h │ │ │ ├── int128.cc │ │ │ ├── int128.h │ │ │ ├── int128_unittest.cc │ │ │ ├── logging.h │ │ │ ├── macros.h │ │ │ ├── map_util.h │ │ │ ├── mathlimits.cc │ │ │ ├── mathlimits.h │ │ │ ├── mathutil.h │ │ │ ├── mutex.h │ │ │ ├── once.cc │ │ │ ├── once.h │ │ │ ├── once_unittest.cc │ │ │ ├── platform_macros.h │ │ │ ├── port.h │ │ │ ├── scoped_ptr.h │ │ │ ├── shared_ptr.h │ │ │ ├── singleton.h │ │ │ ├── status.cc │ │ │ ├── status.h │ │ │ ├── status_macros.h │ │ │ ├── status_test.cc │ │ │ ├── statusor.cc │ │ │ ├── statusor.h │ │ │ ├── statusor_test.cc │ │ │ ├── stl_util.h │ │ │ ├── stringpiece.cc │ │ │ ├── stringpiece.h │ │ │ ├── stringpiece_unittest.cc │ │ │ ├── stringprintf.cc │ │ │ ├── stringprintf.h │ │ │ ├── stringprintf_unittest.cc │ │ │ ├── structurally_valid.cc │ │ │ ├── structurally_valid_unittest.cc │ │ │ ├── strutil.cc │ │ │ ├── strutil.h │ │ │ ├── strutil_unittest.cc │ │ │ ├── substitute.cc │ │ │ ├── substitute.h │ │ │ ├── template_util.h │ │ │ ├── template_util_unittest.cc │ │ │ ├── time.cc │ │ │ ├── time.h │ │ │ ├── time_test.cc │ │ │ ├── type_traits.h │ │ │ └── type_traits_unittest.cc │ │ │ ├── test_util.cc │ │ │ ├── test_util.h │ │ │ ├── test_util_lite.cc │ │ │ ├── test_util_lite.h │ │ │ ├── testdata │ │ │ ├── bad_utf8_string │ │ │ ├── golden_message │ │ │ ├── golden_message_maps │ │ │ ├── golden_message_oneof_implemented │ │ │ ├── golden_message_proto3 │ │ │ ├── golden_packed_fields_message │ │ │ ├── map_test_data.txt │ │ │ ├── text_format_unittest_data.txt │ │ │ ├── text_format_unittest_data_oneof_implemented.txt │ │ │ ├── text_format_unittest_data_pointy.txt │ │ │ ├── text_format_unittest_data_pointy_oneof.txt │ │ │ ├── text_format_unittest_extensions_data.txt │ │ │ └── text_format_unittest_extensions_data_pointy.txt │ │ │ ├── testing │ │ │ ├── file.cc │ │ │ ├── file.h │ │ │ ├── googletest.cc │ │ │ ├── googletest.h │ │ │ ├── zcgunzip.cc │ │ │ └── zcgzip.cc │ │ │ ├── text_format.cc │ │ │ ├── text_format.h │ │ │ ├── text_format_unittest.cc │ │ │ ├── timestamp.pb.cc │ │ │ ├── timestamp.pb.h │ │ │ ├── timestamp.proto │ │ │ ├── type.pb.cc │ │ │ ├── type.pb.h │ │ │ ├── type.proto │ │ │ ├── unittest.proto │ │ │ ├── unittest_arena.proto │ │ │ ├── unittest_custom_options.proto │ │ │ ├── unittest_drop_unknown_fields.proto │ │ │ ├── unittest_embed_optimize_for.proto │ │ │ ├── unittest_empty.proto │ │ │ ├── unittest_enormous_descriptor.proto │ │ │ ├── unittest_import.proto │ │ │ ├── unittest_import_lite.proto │ │ │ ├── unittest_import_proto3.proto │ │ │ ├── unittest_import_public.proto │ │ │ ├── unittest_import_public_lite.proto │ │ │ ├── unittest_import_public_proto3.proto │ │ │ ├── unittest_lite.proto │ │ │ ├── unittest_lite_imports_nonlite.proto │ │ │ ├── unittest_mset.proto │ │ │ ├── unittest_mset_wire_format.proto │ │ │ ├── unittest_no_arena.proto │ │ │ ├── unittest_no_arena_import.proto │ │ │ ├── unittest_no_arena_lite.proto │ │ │ ├── unittest_no_field_presence.proto │ │ │ ├── unittest_no_generic_services.proto │ │ │ ├── unittest_optimize_for.proto │ │ │ ├── unittest_preserve_unknown_enum.proto │ │ │ ├── unittest_preserve_unknown_enum2.proto │ │ │ ├── unittest_proto3.proto │ │ │ ├── unittest_proto3_arena.proto │ │ │ ├── unittest_proto3_arena_lite.proto │ │ │ ├── unittest_proto3_lite.proto │ │ │ ├── unittest_well_known_types.proto │ │ │ ├── unknown_field_set.cc │ │ │ ├── unknown_field_set.h │ │ │ ├── unknown_field_set_unittest.cc │ │ │ ├── util │ │ │ ├── field_comparator.cc │ │ │ ├── field_comparator.h │ │ │ ├── field_comparator_test.cc │ │ │ ├── field_mask_util.cc │ │ │ ├── field_mask_util.h │ │ │ ├── field_mask_util_test.cc │ │ │ ├── internal │ │ │ │ ├── constants.h │ │ │ │ ├── datapiece.cc │ │ │ │ ├── datapiece.h │ │ │ │ ├── default_value_objectwriter.cc │ │ │ │ ├── default_value_objectwriter.h │ │ │ │ ├── default_value_objectwriter_test.cc │ │ │ │ ├── error_listener.cc │ │ │ │ ├── error_listener.h │ │ │ │ ├── expecting_objectwriter.h │ │ │ │ ├── field_mask_utility.cc │ │ │ │ ├── field_mask_utility.h │ │ │ │ ├── json_escaping.cc │ │ │ │ ├── json_escaping.h │ │ │ │ ├── json_objectwriter.cc │ │ │ │ ├── json_objectwriter.h │ │ │ │ ├── json_objectwriter_test.cc │ │ │ │ ├── json_stream_parser.cc │ │ │ │ ├── json_stream_parser.h │ │ │ │ ├── json_stream_parser_test.cc │ │ │ │ ├── location_tracker.h │ │ │ │ ├── mock_error_listener.h │ │ │ │ ├── object_location_tracker.h │ │ │ │ ├── object_source.h │ │ │ │ ├── object_writer.cc │ │ │ │ ├── object_writer.h │ │ │ │ ├── proto_writer.cc │ │ │ │ ├── proto_writer.h │ │ │ │ ├── protostream_objectsource.cc │ │ │ │ ├── protostream_objectsource.h │ │ │ │ ├── protostream_objectsource_test.cc │ │ │ │ ├── protostream_objectwriter.cc │ │ │ │ ├── protostream_objectwriter.h │ │ │ │ ├── protostream_objectwriter_test.cc │ │ │ │ ├── structured_objectwriter.h │ │ │ │ ├── testdata │ │ │ │ │ ├── anys.proto │ │ │ │ │ ├── books.proto │ │ │ │ │ ├── default_value.proto │ │ │ │ │ ├── default_value_test.proto │ │ │ │ │ ├── field_mask.proto │ │ │ │ │ ├── maps.proto │ │ │ │ │ ├── oneofs.proto │ │ │ │ │ ├── struct.proto │ │ │ │ │ ├── timestamp_duration.proto │ │ │ │ │ └── wrappers.proto │ │ │ │ ├── type_info.cc │ │ │ │ ├── type_info.h │ │ │ │ ├── type_info_test_helper.cc │ │ │ │ ├── type_info_test_helper.h │ │ │ │ ├── utility.cc │ │ │ │ └── utility.h │ │ │ ├── json_format_proto3.proto │ │ │ ├── json_util.cc │ │ │ ├── json_util.h │ │ │ ├── json_util_test.cc │ │ │ ├── message_differencer.cc │ │ │ ├── message_differencer.h │ │ │ ├── message_differencer_unittest.cc │ │ │ ├── message_differencer_unittest.proto │ │ │ ├── time_util.cc │ │ │ ├── time_util.h │ │ │ ├── time_util_test.cc │ │ │ ├── type_resolver.h │ │ │ ├── type_resolver_util.cc │ │ │ ├── type_resolver_util.h │ │ │ └── type_resolver_util_test.cc │ │ │ ├── well_known_types_unittest.cc │ │ │ ├── wire_format.cc │ │ │ ├── wire_format.h │ │ │ ├── wire_format_lite.cc │ │ │ ├── wire_format_lite.h │ │ │ ├── wire_format_lite_inl.h │ │ │ ├── wire_format_unittest.cc │ │ │ ├── wrappers.pb.cc │ │ │ ├── wrappers.pb.h │ │ │ └── wrappers.proto │ ├── hdf5 │ │ ├── H5ACpkg.h │ │ ├── H5ACprivate.h │ │ ├── H5ACpublic.h │ │ ├── H5AbstractDs.h │ │ ├── H5Alltypes.h │ │ ├── H5Apkg.h │ │ ├── H5Aprivate.h │ │ ├── H5Apublic.h │ │ ├── H5ArrayType.h │ │ ├── H5AtomType.h │ │ ├── H5Attribute.h │ │ ├── H5B2pkg.h │ │ ├── H5B2private.h │ │ ├── H5B2public.h │ │ ├── H5Bpkg.h │ │ ├── H5Bprivate.h │ │ ├── H5Bpublic.h │ │ ├── H5CSprivate.h │ │ ├── H5Classes.h │ │ ├── H5CommonFG.h │ │ ├── H5CompType.h │ │ ├── H5Cpkg.h │ │ ├── H5Cpp.h │ │ ├── H5CppDoc.h │ │ ├── H5Cprivate.h │ │ ├── H5Cpublic.h │ │ ├── H5DOpublic.h │ │ ├── H5DSpublic.h │ │ ├── H5DataSet.h │ │ ├── H5DataSpace.h │ │ ├── H5DataType.h │ │ ├── H5DcreatProp.h │ │ ├── H5Dpkg.h │ │ ├── H5Dprivate.h │ │ ├── H5Dpublic.h │ │ ├── H5DxferProp.h │ │ ├── H5Edefin.h │ │ ├── H5Einit.h │ │ ├── H5EnumType.h │ │ ├── H5Epkg.h │ │ ├── H5Eprivate.h │ │ ├── H5Epubgen.h │ │ ├── H5Epublic.h │ │ ├── H5Eterm.h │ │ ├── H5Exception.h │ │ ├── H5FDcore.h │ │ ├── H5FDdirect.h │ │ ├── H5FDfamily.h │ │ ├── H5FDlog.h │ │ ├── H5FDmpi.h │ │ ├── H5FDmpio.h │ │ ├── H5FDmulti.h │ │ ├── H5FDpkg.h │ │ ├── H5FDprivate.h │ │ ├── H5FDpublic.h │ │ ├── H5FDsec2.h │ │ ├── H5FDstdio.h │ │ ├── H5FDwindows.h │ │ ├── H5FLprivate.h │ │ ├── H5FOprivate.h │ │ ├── H5FSpkg.h │ │ ├── H5FSprivate.h │ │ ├── H5FSpublic.h │ │ ├── H5FaccProp.h │ │ ├── H5FcreatProp.h │ │ ├── H5File.h │ │ ├── H5FloatType.h │ │ ├── H5Fpkg.h │ │ ├── H5Fprivate.h │ │ ├── H5Fpublic.h │ │ ├── H5Gpkg.h │ │ ├── H5Gprivate.h │ │ ├── H5Gpublic.h │ │ ├── H5Group.h │ │ ├── H5HFpkg.h │ │ ├── H5HFprivate.h │ │ ├── H5HFpublic.h │ │ ├── H5HGpkg.h │ │ ├── H5HGprivate.h │ │ ├── H5HGpublic.h │ │ ├── H5HLpkg.h │ │ ├── H5HLprivate.h │ │ ├── H5HLpublic.h │ │ ├── H5HPprivate.h │ │ ├── H5IMpublic.h │ │ ├── H5IdComponent.h │ │ ├── H5Include.h │ │ ├── H5IntType.h │ │ ├── H5Ipkg.h │ │ ├── H5Iprivate.h │ │ ├── H5Ipublic.h │ │ ├── H5LTparse.h │ │ ├── H5LTpublic.h │ │ ├── H5Library.h │ │ ├── H5Location.h │ │ ├── H5Lpkg.h │ │ ├── H5Lprivate.h │ │ ├── H5Lpublic.h │ │ ├── H5MFpkg.h │ │ ├── H5MFprivate.h │ │ ├── H5MMprivate.h │ │ ├── H5MMpublic.h │ │ ├── H5MPpkg.h │ │ ├── H5MPprivate.h │ │ ├── H5Object.h │ │ ├── H5Opkg.h │ │ ├── H5Oprivate.h │ │ ├── H5Opublic.h │ │ ├── H5Oshared.h │ │ ├── H5PLextern.h │ │ ├── H5PLprivate.h │ │ ├── H5PTpublic.h │ │ ├── H5PacketTable.h │ │ ├── H5Ppkg.h │ │ ├── H5Pprivate.h │ │ ├── H5Ppublic.h │ │ ├── H5PredType.h │ │ ├── H5PropList.h │ │ ├── H5RCprivate.h │ │ ├── H5RSprivate.h │ │ ├── H5Rpkg.h │ │ ├── H5Rprivate.h │ │ ├── H5Rpublic.h │ │ ├── H5SLprivate.h │ │ ├── H5SMpkg.h │ │ ├── H5SMprivate.h │ │ ├── H5STprivate.h │ │ ├── H5Spkg.h │ │ ├── H5Sprivate.h │ │ ├── H5Spublic.h │ │ ├── H5StrType.h │ │ ├── H5TBpublic.h │ │ ├── H5TSprivate.h │ │ ├── H5Tpkg.h │ │ ├── H5Tprivate.h │ │ ├── H5Tpublic.h │ │ ├── H5VMprivate.h │ │ ├── H5VarLenType.h │ │ ├── H5WBprivate.h │ │ ├── H5Zpkg.h │ │ ├── H5Zprivate.h │ │ ├── H5Zpublic.h │ │ ├── H5api_adpt.h │ │ ├── H5cxx_pubconf.h │ │ ├── H5overflow.h │ │ ├── H5private.h │ │ ├── H5pubconf.h │ │ ├── H5public.h │ │ ├── H5version.h │ │ ├── H5win32defs.h │ │ ├── SZconfig.h │ │ ├── h5diff.h │ │ ├── h5tools.h │ │ ├── h5tools_dump.h │ │ ├── h5tools_ref.h │ │ ├── h5tools_str.h │ │ ├── h5tools_utils.h │ │ ├── h5trav.h │ │ ├── hdf5.h │ │ ├── hdf5_hl.h │ │ ├── ricehdf.h │ │ ├── szip_adpt.h │ │ ├── szlib.h │ │ ├── zconf.h │ │ └── zlib.h │ ├── leveldb │ │ ├── c.h │ │ ├── cache.h │ │ ├── comparator.h │ │ ├── db.h │ │ ├── dumpfile.h │ │ ├── env.h │ │ ├── filter_policy.h │ │ ├── iterator.h │ │ ├── options.h │ │ ├── slice.h │ │ ├── status.h │ │ ├── table.h │ │ ├── table_builder.h │ │ └── write_batch.h │ ├── lmdb │ │ ├── getopt.h │ │ ├── lmdb.h │ │ ├── midl.h │ │ └── unistd.h │ └── openblas │ │ ├── cblas.h │ │ ├── f77blas.h │ │ ├── lapacke.h │ │ ├── lapacke_config.h │ │ ├── lapacke_mangling.h │ │ ├── lapacke_utils.h │ │ └── openblas_config.h └── lib │ ├── cudnn.lib │ ├── gflags.lib │ ├── gflags_nothreads.lib │ ├── hdf5.lib │ ├── hdf5_hl.lib │ ├── leveldb.lib │ ├── libglog.lib │ ├── liblmdb.lib │ ├── libopenblas.dll.a │ ├── libprotobuf.lib │ ├── libprotoc.lib │ ├── szip.lib │ └── zlib.lib ├── README.md ├── caffe-vsproj ├── caffe.sln ├── caffe │ ├── caffe.vcxproj │ ├── caffe.vcxproj.filters │ └── caffe.vcxproj.user ├── libClassification │ ├── ICNNPredict.h │ ├── ReadMe.txt │ ├── classification.cpp │ ├── classification.hpp │ ├── dllmain.cpp │ ├── libClassification.vcxproj │ ├── libClassification.vcxproj.filters │ ├── libClassification.vcxproj.user │ ├── stdafx.cpp │ ├── stdafx.h │ └── targetver.h └── ocr_test │ ├── ReadMe.txt │ ├── bktree.cpp │ ├── bktree.h │ ├── levenshtein.cpp │ ├── levenshtein.h │ ├── ocr_test.cpp │ ├── ocr_test.vcxproj │ ├── ocr_test.vcxproj.filters │ ├── ocr_test.vcxproj.user │ ├── public.h │ ├── stdafx.cpp │ ├── stdafx.h │ └── targetver.h ├── examples ├── 00-classification.ipynb ├── 01-learning-lenet.ipynb ├── 02-fine-tuning.ipynb ├── CMakeLists.txt ├── brewing-logreg.ipynb ├── cifar10 │ ├── cifar10_full.prototxt │ ├── cifar10_full_sigmoid_solver.prototxt │ ├── cifar10_full_sigmoid_solver_bn.prototxt │ ├── cifar10_full_sigmoid_train_test.prototxt │ ├── cifar10_full_sigmoid_train_test_bn.prototxt │ ├── cifar10_full_solver.prototxt │ ├── cifar10_full_solver_lr1.prototxt │ ├── cifar10_full_solver_lr2.prototxt │ ├── cifar10_full_train_test.prototxt │ ├── cifar10_quick.prototxt │ ├── cifar10_quick_solver.prototxt │ ├── cifar10_quick_solver_lr1.prototxt │ ├── cifar10_quick_train_test.prototxt │ ├── convert_cifar_data.cpp │ ├── create_cifar10.sh │ ├── readme.md │ ├── train_full.sh │ ├── train_full_sigmoid.sh │ ├── train_full_sigmoid_bn.sh │ └── train_quick.sh ├── classification.cpp ├── cpp_classification │ └── readme.md ├── detection.ipynb ├── feature_extraction │ ├── imagenet_val.prototxt │ └── readme.md ├── finetune_flickr_style │ ├── assemble_data.py │ ├── flickr_style.csv.gz │ ├── readme.md │ └── style_names.txt ├── finetune_pascal_detection │ ├── pascal_finetune_solver.prototxt │ └── pascal_finetune_trainval_test.prototxt ├── hdf5_classification │ ├── nonlinear_auto_test.prototxt │ ├── nonlinear_auto_train.prototxt │ ├── nonlinear_train_val.prototxt │ └── train_val.prototxt ├── imagenet │ ├── create_imagenet.sh │ ├── make_imagenet_mean.sh │ ├── readme.md │ ├── resume_training.sh │ └── train_caffenet.sh ├── images │ ├── cat.jpg │ ├── cat_gray.jpg │ └── fish-bike.jpg ├── mnist │ ├── convert_mnist_data.cpp │ ├── create_mnist.sh │ ├── lenet.prototxt │ ├── lenet_adadelta_solver.prototxt │ ├── lenet_auto_solver.prototxt │ ├── lenet_consolidated_solver.prototxt │ ├── lenet_multistep_solver.prototxt │ ├── lenet_solver.prototxt │ ├── lenet_solver_adam.prototxt │ ├── lenet_solver_rmsprop.prototxt │ ├── lenet_train_test.prototxt │ ├── mnist_autoencoder.prototxt │ ├── mnist_autoencoder_solver.prototxt │ ├── mnist_autoencoder_solver_adadelta.prototxt │ ├── mnist_autoencoder_solver_adagrad.prototxt │ ├── mnist_autoencoder_solver_nesterov.prototxt │ ├── readme.md │ ├── train_lenet.sh │ ├── train_lenet_adam.sh │ ├── train_lenet_consolidated.sh │ ├── train_lenet_docker.sh │ ├── train_lenet_rmsprop.sh │ ├── train_mnist_autoencoder.sh │ ├── train_mnist_autoencoder_adadelta.sh │ ├── train_mnist_autoencoder_adagrad.sh │ └── train_mnist_autoencoder_nesterov.sh ├── net_surgery.ipynb ├── net_surgery │ ├── bvlc_caffenet_full_conv.prototxt │ └── conv.prototxt ├── ocr │ ├── 20436312_1683447152.jpg │ ├── 20436328_800384098.jpg │ ├── 20436765_2556130357.jpg │ ├── 20437703_937698549.jpg │ ├── 20438234_4066860539.jpg │ ├── 20440484_2127180630.jpg │ ├── densenet │ │ ├── densenet-no-blstm_deploy.prototxt │ │ ├── densenet-no-blstm_train-val.prototxt │ │ ├── densenet-no-res-blstm_deploy.prototxt │ │ ├── densenet-no-res-blstm_train-val.prototxt │ │ ├── densenet-res-blstm_deploy.prototxt │ │ ├── densenet-res-blstm_train-val.prototxt │ │ ├── densenet-sum-blstm-full-res-blstm_deploy.prototxt │ │ ├── densenet-sum-blstm-full-res-blstm_train-val.prototxt │ │ ├── label.txt │ │ ├── mean_values.txt │ │ └── solver.prototxt │ ├── inception-bn │ │ ├── deploy.prototxt │ │ ├── label.txt │ │ ├── mean_values.txt │ │ ├── solver.prototxt │ │ └── train_val.prototxt │ ├── lexicon.txt │ └── resnet │ │ ├── ResNet-train_val.prototxt │ │ ├── deploy.prototxt │ │ ├── label.txt │ │ ├── mean_values.txt │ │ └── solver.prototxt ├── pascal-multilabel-with-datalayer.ipynb ├── pycaffe │ ├── caffenet.py │ ├── layers │ │ ├── pascal_multilabel_datalayers.py │ │ └── pyloss.py │ ├── linreg.prototxt │ └── tools.py ├── siamese │ ├── convert_mnist_siamese_data.cpp │ ├── create_mnist_siamese.sh │ ├── mnist_siamese.ipynb │ ├── mnist_siamese.prototxt │ ├── mnist_siamese_solver.prototxt │ ├── mnist_siamese_train_test.prototxt │ ├── readme.md │ └── train_mnist_siamese.sh └── web_demo │ ├── app.py │ ├── exifutil.py │ ├── readme.md │ ├── requirements.txt │ └── templates │ └── index.html ├── include ├── caffe │ ├── blob.hpp │ ├── caffe.hpp │ ├── common.cuh │ ├── common.hpp │ ├── data_reader.hpp │ ├── data_transformer.hpp │ ├── filler.hpp │ ├── internal_thread.hpp │ ├── layer.hpp │ ├── layer_factory.hpp │ ├── layers │ │ ├── DenseBlock_layer.hpp │ │ ├── absval_layer.hpp │ │ ├── accuracy_layer.hpp │ │ ├── argmax_layer.hpp │ │ ├── base_conv_layer.hpp │ │ ├── base_data_layer.hpp │ │ ├── batch_norm_layer.hpp │ │ ├── batch_reindex_layer.hpp │ │ ├── bias_layer.hpp │ │ ├── bnll_layer.hpp │ │ ├── concat_layer.hpp │ │ ├── contrastive_loss_layer.hpp │ │ ├── conv_layer.hpp │ │ ├── crop_layer.hpp │ │ ├── ctc_decoder_layer.hpp │ │ ├── cudnn_conv_layer.hpp │ │ ├── cudnn_lcn_layer.hpp │ │ ├── cudnn_lrn_layer.hpp │ │ ├── cudnn_pooling_layer.hpp │ │ ├── cudnn_relu_layer.hpp │ │ ├── cudnn_sigmoid_layer.hpp │ │ ├── cudnn_softmax_layer.hpp │ │ ├── cudnn_tanh_layer.hpp │ │ ├── data_layer.hpp │ │ ├── deconv_layer.hpp │ │ ├── dropout_layer.hpp │ │ ├── dummy_data_layer.hpp │ │ ├── eltwise_layer.hpp │ │ ├── elu_layer.hpp │ │ ├── embed_layer.hpp │ │ ├── euclidean_loss_layer.hpp │ │ ├── exp_layer.hpp │ │ ├── filter_layer.hpp │ │ ├── flatten_layer.hpp │ │ ├── group_image_data_layer.hpp │ │ ├── hdf5_data_layer.hpp │ │ ├── hdf5_output_layer.hpp │ │ ├── hinge_loss_layer.hpp │ │ ├── im2col_layer.hpp │ │ ├── image_data_layer.hpp │ │ ├── infogain_loss_layer.hpp │ │ ├── inner_product_layer.hpp │ │ ├── input_layer.hpp │ │ ├── interp_layer.hpp │ │ ├── log_layer.hpp │ │ ├── loss_layer.hpp │ │ ├── lrn_layer.hpp │ │ ├── lstm_layer.hpp │ │ ├── lstm_layer_Junhyuk.hpp │ │ ├── memory_data_layer.hpp │ │ ├── multinomial_logistic_loss_layer.hpp │ │ ├── mvn_layer.hpp │ │ ├── neuron_layer.hpp │ │ ├── parameter_layer.hpp │ │ ├── pooling_layer.hpp │ │ ├── power_layer.hpp │ │ ├── prelu_layer.hpp │ │ ├── python_layer.hpp │ │ ├── recurrent_layer.hpp │ │ ├── reduction_layer.hpp │ │ ├── relu_layer.hpp │ │ ├── reshape_layer.hpp │ │ ├── reverse_layer.hpp │ │ ├── reverse_time_layer.hpp │ │ ├── rnn_layer.hpp │ │ ├── scale_layer.hpp │ │ ├── sigmoid_cross_entropy_loss_layer.hpp │ │ ├── sigmoid_layer.hpp │ │ ├── silence_layer.hpp │ │ ├── slice_layer.hpp │ │ ├── softmax_layer.hpp │ │ ├── softmax_loss_layer.hpp │ │ ├── softmax_loss_layer_multi_label.hpp │ │ ├── split_layer.hpp │ │ ├── spp_layer.hpp │ │ ├── tanh_layer.hpp │ │ ├── threshold_layer.hpp │ │ ├── tile_layer.hpp │ │ ├── transpose_layer.hpp │ │ ├── warp_ctc_loss_layer.hpp │ │ └── window_data_layer.hpp │ ├── net.hpp │ ├── parallel.hpp │ ├── sgd_solvers.hpp │ ├── solver.hpp │ ├── solver_factory.hpp │ ├── syncedmem.hpp │ ├── test │ │ ├── test_caffe_main.hpp │ │ └── test_gradient_check_util.hpp │ └── util │ │ ├── benchmark.hpp │ │ ├── blocking_queue.hpp │ │ ├── cudnn.hpp │ │ ├── db.hpp │ │ ├── db_leveldb.hpp │ │ ├── db_lmdb.hpp │ │ ├── device_alternate.hpp │ │ ├── format.hpp │ │ ├── gpu_util.cuh │ │ ├── hdf5.hpp │ │ ├── im2col.hpp │ │ ├── insert_splits.hpp │ │ ├── interp.hpp │ │ ├── io.hpp │ │ ├── math_functions.hpp │ │ ├── mkl_alternate.hpp │ │ ├── rng.hpp │ │ ├── signal_handler.h │ │ └── upgrade_proto.hpp ├── contrib │ └── moderngpu │ │ ├── LICENSE │ │ └── include │ │ ├── device │ │ ├── ctaloadbalance.cuh │ │ ├── ctamerge.cuh │ │ ├── ctascan.cuh │ │ ├── ctasearch.cuh │ │ ├── ctasegreduce.cuh │ │ ├── ctasegscan.cuh │ │ ├── ctasegsort.cuh │ │ ├── ctasortedsearch.cuh │ │ ├── devicetypes.cuh │ │ ├── deviceutil.cuh │ │ ├── intrinsics.cuh │ │ ├── loadstore.cuh │ │ ├── serialsets.cuh │ │ └── sortnetwork.cuh │ │ ├── mgpudevice.cuh │ │ ├── mgpuenums.h │ │ └── util │ │ └── static.h ├── ctc.h ├── ctcpp.h └── detail │ ├── cpu_ctc.h │ ├── ctc_helper.h │ ├── gpu_ctc.h │ ├── gpu_ctc_kernels.h │ ├── hostdevice.h │ └── reduce.h ├── src ├── caffe │ ├── CMakeLists.txt │ ├── blob.cpp │ ├── common.cpp │ ├── data_reader.cpp │ ├── data_transformer.cpp │ ├── internal_thread.cpp │ ├── layer.cpp │ ├── layer_factory.cpp │ ├── layers │ │ ├── DenseBlock_layer.cpp │ │ ├── DenseBlock_layer.cu │ │ ├── absval_layer.cpp │ │ ├── absval_layer.cu │ │ ├── accuracy_layer.cpp │ │ ├── argmax_layer.cpp │ │ ├── base_conv_layer.cpp │ │ ├── base_data_layer.cpp │ │ ├── base_data_layer.cu │ │ ├── batch_norm_layer.cpp │ │ ├── batch_norm_layer.cu │ │ ├── batch_reindex_layer.cpp │ │ ├── batch_reindex_layer.cu │ │ ├── bias_layer.cpp │ │ ├── bias_layer.cu │ │ ├── bnll_layer.cpp │ │ ├── bnll_layer.cu │ │ ├── concat_layer.cpp │ │ ├── concat_layer.cu │ │ ├── contrastive_loss_layer.cpp │ │ ├── contrastive_loss_layer.cu │ │ ├── conv_layer.cpp │ │ ├── conv_layer.cu │ │ ├── crop_layer.cpp │ │ ├── crop_layer.cu │ │ ├── ctc_decoder_layer.cpp │ │ ├── ctcpp_entrypoint.cpp │ │ ├── ctcpp_entrypoint.cu │ │ ├── cudnn_conv_layer.cpp │ │ ├── cudnn_conv_layer.cu │ │ ├── cudnn_lcn_layer.cpp │ │ ├── cudnn_lcn_layer.cu │ │ ├── cudnn_lrn_layer.cpp │ │ ├── cudnn_lrn_layer.cu │ │ ├── cudnn_pooling_layer.cpp │ │ ├── cudnn_pooling_layer.cu │ │ ├── cudnn_relu_layer.cpp │ │ ├── cudnn_relu_layer.cu │ │ ├── cudnn_sigmoid_layer.cpp │ │ ├── cudnn_sigmoid_layer.cu │ │ ├── cudnn_softmax_layer.cpp │ │ ├── cudnn_softmax_layer.cu │ │ ├── cudnn_tanh_layer.cpp │ │ ├── cudnn_tanh_layer.cu │ │ ├── data_layer.cpp │ │ ├── deconv_layer.cpp │ │ ├── deconv_layer.cu │ │ ├── dropout_layer.cpp │ │ ├── dropout_layer.cu │ │ ├── dummy_data_layer.cpp │ │ ├── eltwise_layer.cpp │ │ ├── eltwise_layer.cu │ │ ├── elu_layer.cpp │ │ ├── elu_layer.cu │ │ ├── embed_layer.cpp │ │ ├── embed_layer.cu │ │ ├── euclidean_loss_layer.cpp │ │ ├── euclidean_loss_layer.cu │ │ ├── exp_layer.cpp │ │ ├── exp_layer.cu │ │ ├── filter_layer.cpp │ │ ├── filter_layer.cu │ │ ├── flatten_layer.cpp │ │ ├── hdf5_data_layer.cpp │ │ ├── hdf5_data_layer.cu │ │ ├── hdf5_output_layer.cpp │ │ ├── hdf5_output_layer.cu │ │ ├── hinge_loss_layer.cpp │ │ ├── im2col_layer.cpp │ │ ├── im2col_layer.cu │ │ ├── image_data_layer.cpp │ │ ├── infogain_loss_layer.cpp │ │ ├── inner_product_layer.cpp │ │ ├── inner_product_layer.cu │ │ ├── input_layer.cpp │ │ ├── interp_layer.cpp │ │ ├── log_layer.cpp │ │ ├── log_layer.cu │ │ ├── loss_layer.cpp │ │ ├── lrn_layer.cpp │ │ ├── lrn_layer.cu │ │ ├── lstm_layer.cpp │ │ ├── lstm_layer_Junhyuk.cpp │ │ ├── lstm_layer_Junhyuk.cu │ │ ├── lstm_layer_Junhyuk │ │ │ ├── lstm_layer_Junhyuk.cpp │ │ │ ├── lstm_layer_Junhyuk.cu │ │ │ └── lstm_layer_Junhyuk.hpp │ │ ├── lstm_unit_layer.cpp │ │ ├── lstm_unit_layer.cu │ │ ├── memory_data_layer.cpp │ │ ├── multinomial_logistic_loss_layer.cpp │ │ ├── mvn_layer.cpp │ │ ├── mvn_layer.cu │ │ ├── neuron_layer.cpp │ │ ├── parameter_layer.cpp │ │ ├── pooling_layer.cpp │ │ ├── pooling_layer.cu │ │ ├── power_layer.cpp │ │ ├── power_layer.cu │ │ ├── prelu_layer.cpp │ │ ├── prelu_layer.cu │ │ ├── recurrent_layer.cpp │ │ ├── recurrent_layer.cu │ │ ├── reduce.cu │ │ ├── reduction_layer.cpp │ │ ├── reduction_layer.cu │ │ ├── relu_layer.cpp │ │ ├── relu_layer.cu │ │ ├── reshape_layer.cpp │ │ ├── reverse_layer.cpp │ │ ├── reverse_layer.cu │ │ ├── reverse_time_layer.cpp │ │ ├── reverse_time_layer.cu │ │ ├── rnn_layer.cpp │ │ ├── scale_layer.cpp │ │ ├── scale_layer.cu │ │ ├── sigmoid_cross_entropy_loss_layer.cpp │ │ ├── sigmoid_cross_entropy_loss_layer.cu │ │ ├── sigmoid_layer.cpp │ │ ├── sigmoid_layer.cu │ │ ├── silence_layer.cpp │ │ ├── silence_layer.cu │ │ ├── slice_layer.cpp │ │ ├── slice_layer.cu │ │ ├── softmax_layer.cpp │ │ ├── softmax_layer.cu │ │ ├── softmax_loss_layer.cpp │ │ ├── softmax_loss_layer.cu │ │ ├── softmax_loss_layer_multi_label.cpp │ │ ├── softmax_loss_layer_multi_label.cu │ │ ├── split_layer.cpp │ │ ├── split_layer.cu │ │ ├── spp_layer.cpp │ │ ├── tanh_layer.cpp │ │ ├── tanh_layer.cu │ │ ├── threshold_layer.cpp │ │ ├── threshold_layer.cu │ │ ├── tile_layer.cpp │ │ ├── tile_layer.cu │ │ ├── transpose_layer.cpp │ │ ├── transpose_layer.cu │ │ ├── warp_ctc_loss_layer.cpp │ │ ├── warp_ctc_loss_layer.cu │ │ └── window_data_layer.cpp │ ├── net.cpp │ ├── parallel.cpp │ ├── proto │ │ ├── caffe.pb.cc │ │ ├── caffe.pb.h │ │ ├── caffe.proto │ │ ├── gen_cc.bat │ │ └── protoc.exe │ ├── solver.cpp │ ├── solvers │ │ ├── adadelta_solver.cpp │ │ ├── adadelta_solver.cu │ │ ├── adagrad_solver.cpp │ │ ├── adagrad_solver.cu │ │ ├── adam_solver.cpp │ │ ├── adam_solver.cu │ │ ├── nesterov_solver.cpp │ │ ├── nesterov_solver.cu │ │ ├── rmsprop_solver.cpp │ │ ├── rmsprop_solver.cu │ │ ├── sgd_solver.cpp │ │ └── sgd_solver.cu │ ├── syncedmem.cpp │ ├── test │ │ ├── CMakeLists.txt │ │ ├── test_accuracy_layer.cpp │ │ ├── test_argmax_layer.cpp │ │ ├── test_batch_norm_layer.cpp │ │ ├── test_batch_reindex_layer.cpp │ │ ├── test_benchmark.cpp │ │ ├── test_bias_layer.cpp │ │ ├── test_blob.cpp │ │ ├── test_caffe_main.cpp │ │ ├── test_common.cpp │ │ ├── test_concat_layer.cpp │ │ ├── test_contrastive_loss_layer.cpp │ │ ├── test_convolution_layer.cpp │ │ ├── test_crop_layer.cpp │ │ ├── test_data │ │ │ ├── generate_sample_data.py │ │ │ ├── sample_data.h5 │ │ │ ├── sample_data_2_gzip.h5 │ │ │ ├── sample_data_list.txt │ │ │ ├── solver_data.h5 │ │ │ └── solver_data_list.txt │ │ ├── test_data_layer.cpp │ │ ├── test_data_transformer.cpp │ │ ├── test_db.cpp │ │ ├── test_deconvolution_layer.cpp │ │ ├── test_dummy_data_layer.cpp │ │ ├── test_eltwise_layer.cpp │ │ ├── test_embed_layer.cpp │ │ ├── test_euclidean_loss_layer.cpp │ │ ├── test_filler.cpp │ │ ├── test_filter_layer.cpp │ │ ├── test_flatten_layer.cpp │ │ ├── test_gradient_based_solver.cpp │ │ ├── test_hdf5_output_layer.cpp │ │ ├── test_hdf5data_layer.cpp │ │ ├── test_hinge_loss_layer.cpp │ │ ├── test_im2col_kernel.cu │ │ ├── test_im2col_layer.cpp │ │ ├── test_image_data_layer.cpp │ │ ├── test_infogain_loss_layer.cpp │ │ ├── test_inner_product_layer.cpp │ │ ├── test_internal_thread.cpp │ │ ├── test_io.cpp │ │ ├── test_layer_factory.cpp │ │ ├── test_lrn_layer.cpp │ │ ├── test_lstm_layer.cpp │ │ ├── test_math_functions.cpp │ │ ├── test_maxpool_dropout_layers.cpp │ │ ├── test_memory_data_layer.cpp │ │ ├── test_multinomial_logistic_loss_layer.cpp │ │ ├── test_mvn_layer.cpp │ │ ├── test_net.cpp │ │ ├── test_neuron_layer.cpp │ │ ├── test_platform.cpp │ │ ├── test_pooling_layer.cpp │ │ ├── test_power_layer.cpp │ │ ├── test_protobuf.cpp │ │ ├── test_random_number_generator.cpp │ │ ├── test_reduction_layer.cpp │ │ ├── test_reshape_layer.cpp │ │ ├── test_rnn_layer.cpp │ │ ├── test_scale_layer.cpp │ │ ├── test_sigmoid_cross_entropy_loss_layer.cpp │ │ ├── test_slice_layer.cpp │ │ ├── test_softmax_layer.cpp │ │ ├── test_softmax_with_loss_layer.cpp │ │ ├── test_solver.cpp │ │ ├── test_solver_factory.cpp │ │ ├── test_split_layer.cpp │ │ ├── test_spp_layer.cpp │ │ ├── test_stochastic_pooling.cpp │ │ ├── test_syncedmem.cpp │ │ ├── test_tanh_layer.cpp │ │ ├── test_threshold_layer.cpp │ │ ├── test_tile_layer.cpp │ │ ├── test_upgrade_proto.cpp │ │ └── test_util_blas.cpp │ └── util │ │ ├── benchmark.cpp │ │ ├── blocking_queue.cpp │ │ ├── cudnn.cpp │ │ ├── db.cpp │ │ ├── db_leveldb.cpp │ │ ├── db_lmdb.cpp │ │ ├── hdf5.cpp │ │ ├── im2col.cpp │ │ ├── im2col.cu │ │ ├── insert_splits.cpp │ │ ├── interp.cpp │ │ ├── interp.cu │ │ ├── io.cpp │ │ ├── math_functions.cpp │ │ ├── math_functions.cu │ │ ├── signal_handler.cpp │ │ └── upgrade_proto.cpp ├── glog │ ├── logging.cc │ ├── port.cc │ ├── raw_logging.cc │ ├── utilities.cc │ └── vlog_is_on.cc └── gtest │ ├── CMakeLists.txt │ ├── gtest-all.cpp │ ├── gtest.h │ └── gtest_main.cc ├── tools ├── CMakeLists.txt ├── caffe.cpp ├── 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