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| <edge from-layer="2123" from-port="0" to-layer="2126" to-port="1"/> |
| <edge from-layer="2124" from-port="0" to-layer="2126" to-port="2"/> |
| <edge from-layer="2125" from-port="0" to-layer="2126" to-port="3"/> |
| <edge from-layer="2121" from-port="4" to-layer="2127" to-port="0"/> |
| <edge from-layer="2126" from-port="4" to-layer="2127" to-port="1"/> |
| <edge from-layer="2127" from-port="2" to-layer="2129" to-port="0"/> |
| <edge from-layer="2128" from-port="0" to-layer="2129" to-port="1"/> |
| <edge from-layer="2098" from-port="2" to-layer="2130" to-port="0"/> |
| <edge from-layer="2116" from-port="2" to-layer="2130" to-port="1"/> |
| <edge from-layer="2129" from-port="2" to-layer="2130" to-port="2"/> |
| <edge from-layer="2130" from-port="3" to-layer="2131" to-port="0"/> |
| </edges> |
| <meta_data> |
| <MO_version value="custom_HEAD_149c43044cb1e8ed8cd4f3f196b23f7b3f129a36"/> |
| <cli_parameters> |
| <caffe_parser_path value="DIR"/> |
| <data_type value="FP16"/> |
| <disable_nhwc_to_nchw value="False"/> |
| <disable_omitting_optional value="False"/> |
| <disable_resnet_optimization value="False"/> |
| <disable_weights_compression value="False"/> |
| <enable_concat_optimization value="False"/> |
| <enable_flattening_nested_params value="False"/> |
| <enable_ssd_gluoncv value="False"/> |
| <extensions value="DIR"/> |
| <framework value="caffe"/> |
| <freeze_placeholder_with_value value="{}"/> |
| <generate_deprecated_IR_V7 value="False"/> |
| <input value="data"/> |
| <input_model value="DIR/rmnet_lrelu_pd_ssd.caffemodel"/> |
| <input_model_is_text value="False"/> |
| <input_proto value="DIR/rmnet_lrelu_pd_ssd.prototxt"/> |
| <input_shape value="[1,3,320,544]"/> |
| <k value="DIR/CustomLayersMapping.xml"/> |
| <keep_shape_ops value="True"/> |
| <legacy_ir_generation value="False"/> |
| <legacy_mxnet_model value="False"/> |
| <log_level value="ERROR"/> |
| <mean_scale_values value="{}"/> |
| <mean_values value="()"/> |
| <model_name value="person-detection-retail-0013"/> |
| <output value="['detection_out']"/> |
| <output_dir value="DIR"/> |
| <placeholder_data_types value="{}"/> |
| <placeholder_shapes value="{'data': array([ 1, 3, 320, 544])}"/> |
| <progress value="False"/> |
| <remove_memory value="False"/> |
| <remove_output_softmax value="False"/> |
| <reverse_input_channels value="False"/> |
| <save_params_from_nd value="False"/> |
| <scale_values value="()"/> |
| <silent value="False"/> |
| <static_shape value="False"/> |
| <stream_output value="False"/> |
| <transform value=""/> |
| <unset unset_cli_parameters="batch, counts, disable_fusing, disable_gfusing, finegrain_fusing, input_checkpoint, input_meta_graph, input_symbol, mean_file, mean_file_offsets, move_to_preprocess, nd_prefix_name, pretrained_model_name, saved_model_dir, saved_model_tags, scale, tensorboard_logdir, tensorflow_custom_layer_libraries, tensorflow_custom_operations_config_update, tensorflow_object_detection_api_pipeline_config, tensorflow_use_custom_operations_config, transformations_config"/> |
| </cli_parameters> |
| </meta_data> |
| <quantization_parameters> |
| <config>{ |
| 'compression': { |
| 'algorithms': [ |
| { |
| 'name': 'DefaultQuantization', |
| 'params': { |
| 'num_samples_for_tuning': 2000, |
| 'preset': 'performance', |
| 'stat_subset_size': 300, |
| 'use_layerwise_tuning': false |
| } |
| } |
| ], |
| 'dump_intermediate_model': true, |
| 'target_device': 'ANY' |
| }, |
| 'engine': { |
| 'models': [ |
| { |
| 'name': 'person-detection-retail-0013', |
| 'launchers': [ |
| { |
| 'framework': 'dlsdk', |
| 'adapter': 'ssd', |
| 'device': 'CPU' |
| } |
| ], |
| 'datasets': [ |
| { |
| 'name': 'person_detection', |
| 'data_source': 'PATH', |
| 'annotation_conversion': { |
| 'converter': 'datatang_street_subway', |
| 'annotation_file': 'PATH' |
| }, |
| 'annotation': 'PATH', |
| 'dataset_meta': 'PATH', |
| 'preprocessing': [ |
| { |
| 'type': 'resize', |
| 'dst_width': 544, |
| 'dst_height': 320 |
| } |
| ], |
| 'postprocessing': [ |
| { |
| 'type': 'resize_prediction_boxes' |
| }, |
| { |
| 'type': 'filter', |
| 'apply_to': 'annotation', |
| 'height_range': 100, |
| 'aspect_ratio': '0.666, 5', |
| 'is_empty': true, |
| 'min_visibility': 'partially occluded' |
| }, |
| { |
| 'type': 'filter', |
| 'apply_to': 'prediction', |
| 'height_range': 100, |
| 'is_empty': true, |
| 'aspect_ratio': '0.666, 5' |
| } |
| ], |
| 'metrics': [ |
| { |
| 'type': 'map', |
| 'ignore_difficult': true, |
| 'include_boundaries': true, |
| 'allow_multiple_matches_per_ignored': false, |
| 'distinct_conf': false |
| } |
| ], |
| '_command_line_mapping': { |
| 'annotation_file': 'PATH' |
| } |
| } |
| ] |
| } |
| ], |
| 'stat_requests_number': null, |
| 'eval_requests_number': null, |
| 'type': 'accuracy_checker' |
| } |
| }</config> |
| <version value="1.0"/> |
| <cli_params value="{'quantize': None, 'preset': None, 'model': None, 'weights': None, 'name': None, 'ac_config': None, 'max_drop': None, 'evaluate': False, 'output_dir': 'PATH', 'direct_dump': True, 'log_level': 'INFO', 'pbar': False, 'stream_output': False, 'keep_uncompressed_weights': False}"/> |
| </quantization_parameters> |
| </net> |