lixiaohui
4 years ago
2 changed files with 153 additions and 21 deletions
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-
+22 -0mindinsight/datavisual/data_transform/summary_watcher.py
-
+131 -21mindinsight/datavisual/proto_files/mindinsight_summary_pb2.py
+ 22
- 0
mindinsight/datavisual/data_transform/summary_watcher.py
View File
| @@ -14,6 +14,7 @@ | |||
| # ============================================================================ | |||
| """Summary watcher module.""" | |||
| import json | |||
| import os | |||
| import re | |||
| import datetime | |||
| @@ -214,11 +215,18 @@ class SummaryWatcher: | |||
| if relative_path not in summary_dict: | |||
| summary_dict[relative_path] = _new_entry(ctime, mtime) | |||
| job_dict = _get_explain_job_info(summary_base_dir, relative_path, timestamp) | |||
| summary_dict[relative_path].update(job_dict) | |||
| if summary_dict[relative_path]['create_time'] < ctime: | |||
| summary_dict[relative_path].update({ | |||
| 'create_time': ctime, | |||
| 'update_time': mtime, | |||
| }) | |||
| job_dict = _get_explain_job_info(summary_base_dir, relative_path, timestamp) | |||
| summary_dict[relative_path].update(job_dict) | |||
| if not summary_pattern: | |||
| summary_dict[relative_path]['graph_files'] += 1 | |||
| elif entry.name.endswith(LINEAGE_SUMMARY_SUFFIX): | |||
| @@ -476,3 +484,17 @@ def _new_entry(ctime, mtime, profiler=None): | |||
| 'graph_files': 0, | |||
| 'profiler': profiler | |||
| } | |||
| def _get_explain_job_info(summary_base_dir, relative_path, timestamp): | |||
| """Get explain job info.""" | |||
| json_path = os.path.join(summary_base_dir, relative_path.lstrip("./"), f"_explain_{timestamp}", | |||
| "manifest.json") | |||
| if os.path.exists(json_path): | |||
| with open(json_path, "r") as f: | |||
| job_dict = json.load(f) | |||
| return job_dict | |||
| # Set default value to make it compatible with previous version | |||
| job_dict = {"saliency_map": True, "hierarchical_occlusion": False} | |||
| return job_dict | |||
+ 131
- 21
mindinsight/datavisual/proto_files/mindinsight_summary_pb2.py
View File
| @@ -2,6 +2,8 @@ | |||
| # Generated by the protocol buffer compiler. DO NOT EDIT! | |||
| # source: mindinsight_summary.proto | |||
| import sys | |||
| _b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) | |||
| from google.protobuf import descriptor as _descriptor | |||
| from google.protobuf import message as _message | |||
| from google.protobuf import reflection as _reflection | |||
| @@ -18,8 +20,8 @@ DESCRIPTOR = _descriptor.FileDescriptor( | |||
| name='mindinsight_summary.proto', | |||
| package='mindinsight', | |||
| syntax='proto2', | |||
| serialized_options=b'\370\001\001', | |||
| serialized_pb=b'\n\x19mindinsight_summary.proto\x12\x0bmindinsight\x1a\x18mindinsight_anf_ir.proto\"\xc3\x01\n\x05\x45vent\x12\x11\n\twall_time\x18\x01 \x02(\x01\x12\x0c\n\x04step\x18\x02 \x01(\x03\x12\x11\n\x07version\x18\x03 \x01(\tH\x00\x12,\n\tgraph_def\x18\x04 \x01(\x0b\x32\x17.mindinsight.GraphProtoH\x00\x12\'\n\x07summary\x18\x05 \x01(\x0b\x32\x14.mindinsight.SummaryH\x00\x12\'\n\x07\x65xplain\x18\x06 \x01(\x0b\x32\x14.mindinsight.ExplainH\x00\x42\x06\n\x04what\"\xc0\x04\n\x07Summary\x12)\n\x05value\x18\x01 \x03(\x0b\x32\x1a.mindinsight.Summary.Value\x1aQ\n\x05Image\x12\x0e\n\x06height\x18\x01 \x02(\x05\x12\r\n\x05width\x18\x02 \x02(\x05\x12\x12\n\ncolorspace\x18\x03 \x02(\x05\x12\x15\n\rencoded_image\x18\x04 \x02(\x0c\x1a\xf0\x01\n\tHistogram\x12\x36\n\x07\x62uckets\x18\x01 \x03(\x0b\x32%.mindinsight.Summary.Histogram.bucket\x12\x11\n\tnan_count\x18\x02 \x01(\x03\x12\x15\n\rpos_inf_count\x18\x03 \x01(\x03\x12\x15\n\rneg_inf_count\x18\x04 \x01(\x03\x12\x0b\n\x03max\x18\x05 \x01(\x01\x12\x0b\n\x03min\x18\x06 \x01(\x01\x12\x0b\n\x03sum\x18\x07 \x01(\x01\x12\r\n\x05\x63ount\x18\x08 \x01(\x03\x1a\x34\n\x06\x62ucket\x12\x0c\n\x04left\x18\x01 \x02(\x01\x12\r\n\x05width\x18\x02 \x02(\x01\x12\r\n\x05\x63ount\x18\x03 \x02(\x03\x1a\xc3\x01\n\x05Value\x12\x0b\n\x03tag\x18\x01 \x02(\t\x12\x16\n\x0cscalar_value\x18\x03 \x01(\x02H\x00\x12+\n\x05image\x18\x04 \x01(\x0b\x32\x1a.mindinsight.Summary.ImageH\x00\x12*\n\x06tensor\x18\x08 \x01(\x0b\x32\x18.mindinsight.TensorProtoH\x00\x12\x33\n\thistogram\x18\t \x01(\x0b\x32\x1e.mindinsight.Summary.HistogramH\x00\x42\x07\n\x05value\"\xcb\x06\n\x07\x45xplain\x12\x11\n\tsample_id\x18\x01 \x01(\x05\x12\x12\n\nimage_path\x18\x02 \x01(\t\x12\x1a\n\x12ground_truth_label\x18\x03 \x03(\x05\x12\x31\n\tinference\x18\x04 \x01(\x0b\x32\x1e.mindinsight.Explain.Inference\x12\x35\n\x0b\x65xplanation\x18\x05 \x03(\x0b\x32 .mindinsight.Explain.Explanation\x12\x31\n\tbenchmark\x18\x06 \x03(\x0b\x32\x1e.mindinsight.Explain.Benchmark\x12/\n\x08metadata\x18\x07 \x01(\x0b\x32\x1d.mindinsight.Explain.Metadata\x12\x0e\n\x06status\x18\x08 \x01(\t\x1a\x9c\x02\n\tInference\x12\x19\n\x11ground_truth_prob\x18\x01 \x03(\x02\x12\x17\n\x0fpredicted_label\x18\x02 \x03(\x05\x12\x16\n\x0epredicted_prob\x18\x03 \x03(\x02\x12\x1c\n\x14ground_truth_prob_sd\x18\x04 \x03(\x02\x12#\n\x1bground_truth_prob_itl95_low\x18\x05 \x03(\x02\x12\"\n\x1aground_truth_prob_itl95_hi\x18\x06 \x03(\x02\x12\x19\n\x11predicted_prob_sd\x18\x07 \x03(\x02\x12 \n\x18predicted_prob_itl95_low\x18\x08 \x03(\x02\x12\x1f\n\x17predicted_prob_itl95_hi\x18\t \x03(\x02\x1aJ\n\x0b\x45xplanation\x12\x16\n\x0e\x65xplain_method\x18\x01 \x01(\t\x12\r\n\x05label\x18\x02 \x01(\x05\x12\x14\n\x0cheatmap_path\x18\x03 \x01(\t\x1ag\n\tBenchmark\x12\x18\n\x10\x62\x65nchmark_method\x18\x01 \x01(\t\x12\x16\n\x0e\x65xplain_method\x18\x02 \x01(\t\x12\x13\n\x0btotal_score\x18\x03 \x01(\x02\x12\x13\n\x0blabel_score\x18\x04 \x03(\x02\x1aK\n\x08Metadata\x12\r\n\x05label\x18\x01 \x03(\t\x12\x16\n\x0e\x65xplain_method\x18\x02 \x03(\t\x12\x18\n\x10\x62\x65nchmark_method\x18\x03 \x03(\tB\x03\xf8\x01\x01' | |||
| serialized_options=_b('\370\001\001'), | |||
| serialized_pb=_b('\n\x19mindinsight_summary.proto\x12\x0bmindinsight\x1a\x18mindinsight_anf_ir.proto\"\xc3\x01\n\x05\x45vent\x12\x11\n\twall_time\x18\x01 \x02(\x01\x12\x0c\n\x04step\x18\x02 \x01(\x03\x12\x11\n\x07version\x18\x03 \x01(\tH\x00\x12,\n\tgraph_def\x18\x04 \x01(\x0b\x32\x17.mindinsight.GraphProtoH\x00\x12\'\n\x07summary\x18\x05 \x01(\x0b\x32\x14.mindinsight.SummaryH\x00\x12\'\n\x07\x65xplain\x18\x06 \x01(\x0b\x32\x14.mindinsight.ExplainH\x00\x42\x06\n\x04what\"\xc0\x04\n\x07Summary\x12)\n\x05value\x18\x01 \x03(\x0b\x32\x1a.mindinsight.Summary.Value\x1aQ\n\x05Image\x12\x0e\n\x06height\x18\x01 \x02(\x05\x12\r\n\x05width\x18\x02 \x02(\x05\x12\x12\n\ncolorspace\x18\x03 \x02(\x05\x12\x15\n\rencoded_image\x18\x04 \x02(\x0c\x1a\xf0\x01\n\tHistogram\x12\x36\n\x07\x62uckets\x18\x01 \x03(\x0b\x32%.mindinsight.Summary.Histogram.bucket\x12\x11\n\tnan_count\x18\x02 \x01(\x03\x12\x15\n\rpos_inf_count\x18\x03 \x01(\x03\x12\x15\n\rneg_inf_count\x18\x04 \x01(\x03\x12\x0b\n\x03max\x18\x05 \x01(\x01\x12\x0b\n\x03min\x18\x06 \x01(\x01\x12\x0b\n\x03sum\x18\x07 \x01(\x01\x12\r\n\x05\x63ount\x18\x08 \x01(\x03\x1a\x34\n\x06\x62ucket\x12\x0c\n\x04left\x18\x01 \x02(\x01\x12\r\n\x05width\x18\x02 \x02(\x01\x12\r\n\x05\x63ount\x18\x03 \x02(\x03\x1a\xc3\x01\n\x05Value\x12\x0b\n\x03tag\x18\x01 \x02(\t\x12\x16\n\x0cscalar_value\x18\x03 \x01(\x02H\x00\x12+\n\x05image\x18\x04 \x01(\x0b\x32\x1a.mindinsight.Summary.ImageH\x00\x12*\n\x06tensor\x18\x08 \x01(\x0b\x32\x18.mindinsight.TensorProtoH\x00\x12\x33\n\thistogram\x18\t \x01(\x0b\x32\x1e.mindinsight.Summary.HistogramH\x00\x42\x07\n\x05value\"\xeb\x07\n\x07\x45xplain\x12\x11\n\tsample_id\x18\x01 \x01(\x05\x12\x12\n\nimage_path\x18\x02 \x01(\t\x12\x1a\n\x12ground_truth_label\x18\x03 \x03(\x05\x12\x31\n\tinference\x18\x04 \x01(\x0b\x32\x1e.mindinsight.Explain.Inference\x12\x35\n\x0b\x65xplanation\x18\x05 \x03(\x0b\x32 .mindinsight.Explain.Explanation\x12\x31\n\tbenchmark\x18\x06 \x03(\x0b\x32\x1e.mindinsight.Explain.Benchmark\x12/\n\x08metadata\x18\x07 \x01(\x0b\x32\x1d.mindinsight.Explain.Metadata\x12\x0e\n\x06status\x18\x08 \x01(\t\x12%\n\x03hoc\x18\t \x03(\x0b\x32\x18.mindinsight.Explain.Hoc\x1a\x9c\x02\n\tInference\x12\x19\n\x11ground_truth_prob\x18\x01 \x03(\x02\x12\x17\n\x0fpredicted_label\x18\x02 \x03(\x05\x12\x16\n\x0epredicted_prob\x18\x03 \x03(\x02\x12\x1c\n\x14ground_truth_prob_sd\x18\x04 \x03(\x02\x12#\n\x1bground_truth_prob_itl95_low\x18\x05 \x03(\x02\x12\"\n\x1aground_truth_prob_itl95_hi\x18\x06 \x03(\x02\x12\x19\n\x11predicted_prob_sd\x18\x07 \x03(\x02\x12 \n\x18predicted_prob_itl95_low\x18\x08 \x03(\x02\x12\x1f\n\x17predicted_prob_itl95_hi\x18\t \x03(\x02\x1aJ\n\x0b\x45xplanation\x12\x16\n\x0e\x65xplain_method\x18\x01 \x01(\t\x12\r\n\x05label\x18\x02 \x01(\x05\x12\x14\n\x0cheatmap_path\x18\x03 \x01(\t\x1ag\n\tBenchmark\x12\x18\n\x10\x62\x65nchmark_method\x18\x01 \x01(\t\x12\x16\n\x0e\x65xplain_method\x18\x02 \x01(\t\x12\x13\n\x0btotal_score\x18\x03 \x01(\x02\x12\x13\n\x0blabel_score\x18\x04 \x03(\x02\x1aK\n\x08Metadata\x12\r\n\x05label\x18\x01 \x03(\t\x12\x16\n\x0e\x65xplain_method\x18\x02 \x03(\t\x12\x18\n\x10\x62\x65nchmark_method\x18\x03 \x03(\t\x1a%\n\x08HocLayer\x12\x0c\n\x04prob\x18\x01 \x01(\x02\x12\x0b\n\x03\x62ox\x18\x02 \x03(\x05\x1aP\n\x03Hoc\x12\r\n\x05label\x18\x01 \x01(\x05\x12\x0c\n\x04mask\x18\x02 \x01(\t\x12,\n\x05layer\x18\x03 \x03(\x0b\x32\x1d.mindinsight.Explain.HocLayerB\x03\xf8\x01\x01') | |||
| , | |||
| dependencies=[mindinsight__anf__ir__pb2.DESCRIPTOR,]) | |||
| @@ -50,7 +52,7 @@ _EVENT = _descriptor.Descriptor( | |||
| _descriptor.FieldDescriptor( | |||
| name='version', full_name='mindinsight.Event.version', index=2, | |||
| number=3, type=9, cpp_type=9, label=1, | |||
| has_default_value=False, default_value=b"".decode('utf-8'), | |||
| has_default_value=False, default_value=_b("").decode('utf-8'), | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| @@ -126,7 +128,7 @@ _SUMMARY_IMAGE = _descriptor.Descriptor( | |||
| _descriptor.FieldDescriptor( | |||
| name='encoded_image', full_name='mindinsight.Summary.Image.encoded_image', index=3, | |||
| number=4, type=12, cpp_type=9, label=2, | |||
| has_default_value=False, default_value=b"", | |||
| has_default_value=False, default_value=_b(""), | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| @@ -279,7 +281,7 @@ _SUMMARY_VALUE = _descriptor.Descriptor( | |||
| _descriptor.FieldDescriptor( | |||
| name='tag', full_name='mindinsight.Summary.Value.tag', index=0, | |||
| number=1, type=9, cpp_type=9, label=2, | |||
| has_default_value=False, default_value=b"".decode('utf-8'), | |||
| has_default_value=False, default_value=_b("").decode('utf-8'), | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| @@ -443,8 +445,8 @@ _EXPLAIN_INFERENCE = _descriptor.Descriptor( | |||
| extension_ranges=[], | |||
| oneofs=[ | |||
| ], | |||
| serialized_start=1147, | |||
| serialized_end=1431, | |||
| serialized_start=1186, | |||
| serialized_end=1470, | |||
| ) | |||
| _EXPLAIN_EXPLANATION = _descriptor.Descriptor( | |||
| @@ -457,7 +459,7 @@ _EXPLAIN_EXPLANATION = _descriptor.Descriptor( | |||
| _descriptor.FieldDescriptor( | |||
| name='explain_method', full_name='mindinsight.Explain.Explanation.explain_method', index=0, | |||
| number=1, type=9, cpp_type=9, label=1, | |||
| has_default_value=False, default_value=b"".decode('utf-8'), | |||
| has_default_value=False, default_value=_b("").decode('utf-8'), | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| @@ -471,7 +473,7 @@ _EXPLAIN_EXPLANATION = _descriptor.Descriptor( | |||
| _descriptor.FieldDescriptor( | |||
| name='heatmap_path', full_name='mindinsight.Explain.Explanation.heatmap_path', index=2, | |||
| number=3, type=9, cpp_type=9, label=1, | |||
| has_default_value=False, default_value=b"".decode('utf-8'), | |||
| has_default_value=False, default_value=_b("").decode('utf-8'), | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| @@ -487,8 +489,8 @@ _EXPLAIN_EXPLANATION = _descriptor.Descriptor( | |||
| extension_ranges=[], | |||
| oneofs=[ | |||
| ], | |||
| serialized_start=1433, | |||
| serialized_end=1507, | |||
| serialized_start=1472, | |||
| serialized_end=1546, | |||
| ) | |||
| _EXPLAIN_BENCHMARK = _descriptor.Descriptor( | |||
| @@ -501,14 +503,14 @@ _EXPLAIN_BENCHMARK = _descriptor.Descriptor( | |||
| _descriptor.FieldDescriptor( | |||
| name='benchmark_method', full_name='mindinsight.Explain.Benchmark.benchmark_method', index=0, | |||
| number=1, type=9, cpp_type=9, label=1, | |||
| has_default_value=False, default_value=b"".decode('utf-8'), | |||
| has_default_value=False, default_value=_b("").decode('utf-8'), | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| _descriptor.FieldDescriptor( | |||
| name='explain_method', full_name='mindinsight.Explain.Benchmark.explain_method', index=1, | |||
| number=2, type=9, cpp_type=9, label=1, | |||
| has_default_value=False, default_value=b"".decode('utf-8'), | |||
| has_default_value=False, default_value=_b("").decode('utf-8'), | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| @@ -538,8 +540,8 @@ _EXPLAIN_BENCHMARK = _descriptor.Descriptor( | |||
| extension_ranges=[], | |||
| oneofs=[ | |||
| ], | |||
| serialized_start=1509, | |||
| serialized_end=1612, | |||
| serialized_start=1548, | |||
| serialized_end=1651, | |||
| ) | |||
| _EXPLAIN_METADATA = _descriptor.Descriptor( | |||
| @@ -582,8 +584,89 @@ _EXPLAIN_METADATA = _descriptor.Descriptor( | |||
| extension_ranges=[], | |||
| oneofs=[ | |||
| ], | |||
| serialized_start=1614, | |||
| serialized_end=1689, | |||
| serialized_start=1653, | |||
| serialized_end=1728, | |||
| ) | |||
| _EXPLAIN_HOCLAYER = _descriptor.Descriptor( | |||
| name='HocLayer', | |||
| full_name='mindinsight.Explain.HocLayer', | |||
| filename=None, | |||
| file=DESCRIPTOR, | |||
| containing_type=None, | |||
| fields=[ | |||
| _descriptor.FieldDescriptor( | |||
| name='prob', full_name='mindinsight.Explain.HocLayer.prob', index=0, | |||
| number=1, type=2, cpp_type=6, label=1, | |||
| has_default_value=False, default_value=float(0), | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| _descriptor.FieldDescriptor( | |||
| name='box', full_name='mindinsight.Explain.HocLayer.box', index=1, | |||
| number=2, type=5, cpp_type=1, label=3, | |||
| has_default_value=False, default_value=[], | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| ], | |||
| extensions=[ | |||
| ], | |||
| nested_types=[], | |||
| enum_types=[ | |||
| ], | |||
| serialized_options=None, | |||
| is_extendable=False, | |||
| syntax='proto2', | |||
| extension_ranges=[], | |||
| oneofs=[ | |||
| ], | |||
| serialized_start=1730, | |||
| serialized_end=1767, | |||
| ) | |||
| _EXPLAIN_HOC = _descriptor.Descriptor( | |||
| name='Hoc', | |||
| full_name='mindinsight.Explain.Hoc', | |||
| filename=None, | |||
| file=DESCRIPTOR, | |||
| containing_type=None, | |||
| fields=[ | |||
| _descriptor.FieldDescriptor( | |||
| name='label', full_name='mindinsight.Explain.Hoc.label', index=0, | |||
| number=1, type=5, cpp_type=1, label=1, | |||
| has_default_value=False, default_value=0, | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| _descriptor.FieldDescriptor( | |||
| name='mask', full_name='mindinsight.Explain.Hoc.mask', index=1, | |||
| number=2, type=9, cpp_type=9, label=1, | |||
| has_default_value=False, default_value=_b("").decode('utf-8'), | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| _descriptor.FieldDescriptor( | |||
| name='layer', full_name='mindinsight.Explain.Hoc.layer', index=2, | |||
| number=3, type=11, cpp_type=10, label=3, | |||
| has_default_value=False, default_value=[], | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| ], | |||
| extensions=[ | |||
| ], | |||
| nested_types=[], | |||
| enum_types=[ | |||
| ], | |||
| serialized_options=None, | |||
| is_extendable=False, | |||
| syntax='proto2', | |||
| extension_ranges=[], | |||
| oneofs=[ | |||
| ], | |||
| serialized_start=1769, | |||
| serialized_end=1849, | |||
| ) | |||
| _EXPLAIN = _descriptor.Descriptor( | |||
| @@ -603,7 +686,7 @@ _EXPLAIN = _descriptor.Descriptor( | |||
| _descriptor.FieldDescriptor( | |||
| name='image_path', full_name='mindinsight.Explain.image_path', index=1, | |||
| number=2, type=9, cpp_type=9, label=1, | |||
| has_default_value=False, default_value=b"".decode('utf-8'), | |||
| has_default_value=False, default_value=_b("").decode('utf-8'), | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| @@ -645,14 +728,21 @@ _EXPLAIN = _descriptor.Descriptor( | |||
| _descriptor.FieldDescriptor( | |||
| name='status', full_name='mindinsight.Explain.status', index=7, | |||
| number=8, type=9, cpp_type=9, label=1, | |||
| has_default_value=False, default_value=b"".decode('utf-8'), | |||
| has_default_value=False, default_value=_b("").decode('utf-8'), | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| _descriptor.FieldDescriptor( | |||
| name='hoc', full_name='mindinsight.Explain.hoc', index=8, | |||
| number=9, type=11, cpp_type=10, label=3, | |||
| has_default_value=False, default_value=[], | |||
| message_type=None, enum_type=None, containing_type=None, | |||
| is_extension=False, extension_scope=None, | |||
| serialized_options=None, file=DESCRIPTOR), | |||
| ], | |||
| extensions=[ | |||
| ], | |||
| nested_types=[_EXPLAIN_INFERENCE, _EXPLAIN_EXPLANATION, _EXPLAIN_BENCHMARK, _EXPLAIN_METADATA, ], | |||
| nested_types=[_EXPLAIN_INFERENCE, _EXPLAIN_EXPLANATION, _EXPLAIN_BENCHMARK, _EXPLAIN_METADATA, _EXPLAIN_HOCLAYER, _EXPLAIN_HOC, ], | |||
| enum_types=[ | |||
| ], | |||
| serialized_options=None, | |||
| @@ -662,7 +752,7 @@ _EXPLAIN = _descriptor.Descriptor( | |||
| oneofs=[ | |||
| ], | |||
| serialized_start=846, | |||
| serialized_end=1689, | |||
| serialized_end=1849, | |||
| ) | |||
| _EVENT.fields_by_name['graph_def'].message_type = mindinsight__anf__ir__pb2._GRAPHPROTO | |||
| @@ -705,10 +795,14 @@ _EXPLAIN_INFERENCE.containing_type = _EXPLAIN | |||
| _EXPLAIN_EXPLANATION.containing_type = _EXPLAIN | |||
| _EXPLAIN_BENCHMARK.containing_type = _EXPLAIN | |||
| _EXPLAIN_METADATA.containing_type = _EXPLAIN | |||
| _EXPLAIN_HOCLAYER.containing_type = _EXPLAIN | |||
| _EXPLAIN_HOC.fields_by_name['layer'].message_type = _EXPLAIN_HOCLAYER | |||
| _EXPLAIN_HOC.containing_type = _EXPLAIN | |||
| _EXPLAIN.fields_by_name['inference'].message_type = _EXPLAIN_INFERENCE | |||
| _EXPLAIN.fields_by_name['explanation'].message_type = _EXPLAIN_EXPLANATION | |||
| _EXPLAIN.fields_by_name['benchmark'].message_type = _EXPLAIN_BENCHMARK | |||
| _EXPLAIN.fields_by_name['metadata'].message_type = _EXPLAIN_METADATA | |||
| _EXPLAIN.fields_by_name['hoc'].message_type = _EXPLAIN_HOC | |||
| DESCRIPTOR.message_types_by_name['Event'] = _EVENT | |||
| DESCRIPTOR.message_types_by_name['Summary'] = _SUMMARY | |||
| DESCRIPTOR.message_types_by_name['Explain'] = _EXPLAIN | |||
| @@ -789,6 +883,20 @@ Explain = _reflection.GeneratedProtocolMessageType('Explain', (_message.Message, | |||
| # @@protoc_insertion_point(class_scope:mindinsight.Explain.Metadata) | |||
| }) | |||
| , | |||
| 'HocLayer' : _reflection.GeneratedProtocolMessageType('HocLayer', (_message.Message,), { | |||
| 'DESCRIPTOR' : _EXPLAIN_HOCLAYER, | |||
| '__module__' : 'mindinsight_summary_pb2' | |||
| # @@protoc_insertion_point(class_scope:mindinsight.Explain.HocLayer) | |||
| }) | |||
| , | |||
| 'Hoc' : _reflection.GeneratedProtocolMessageType('Hoc', (_message.Message,), { | |||
| 'DESCRIPTOR' : _EXPLAIN_HOC, | |||
| '__module__' : 'mindinsight_summary_pb2' | |||
| # @@protoc_insertion_point(class_scope:mindinsight.Explain.Hoc) | |||
| }) | |||
| , | |||
| 'DESCRIPTOR' : _EXPLAIN, | |||
| '__module__' : 'mindinsight_summary_pb2' | |||
| # @@protoc_insertion_point(class_scope:mindinsight.Explain) | |||
| @@ -798,6 +906,8 @@ _sym_db.RegisterMessage(Explain.Inference) | |||
| _sym_db.RegisterMessage(Explain.Explanation) | |||
| _sym_db.RegisterMessage(Explain.Benchmark) | |||
| _sym_db.RegisterMessage(Explain.Metadata) | |||
| _sym_db.RegisterMessage(Explain.HocLayer) | |||
| _sym_db.RegisterMessage(Explain.Hoc) | |||
| DESCRIPTOR._options = None | |||