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mindspore-mindinsight/mindinsight/datavisual/proto_files/mindinsight_summary_pb2.py

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  1. # -*- coding: utf-8 -*-

  2. # Generated by the protocol buffer compiler.  DO NOT EDIT!

  3. # source: mindinsight_summary.proto

  4. 

  5. from google.protobuf import descriptor as _descriptor

  6. from google.protobuf import message as _message

  7. from google.protobuf import reflection as _reflection

  8. from google.protobuf import symbol_database as _symbol_database

  9. # @@protoc_insertion_point(imports)

  10. 

  11. _sym_db = _symbol_database.Default()

  12. 

  13. 

  14. from . import mindinsight_anf_ir_pb2 as mindinsight__anf__ir__pb2

  15. 

  16. 

  17. DESCRIPTOR = _descriptor.FileDescriptor(

  18.   name='mindinsight_summary.proto',

  19.   package='mindinsight',

  20.   syntax='proto2',

  21.   serialized_options=b'\370\001\001',

  22.   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'

  23.   ,

  24.   dependencies=[mindinsight__anf__ir__pb2.DESCRIPTOR,])

  25. 

  26. 

  27. 

  28. 

  29. _EVENT = _descriptor.Descriptor(

  30.   name='Event',

  31.   full_name='mindinsight.Event',

  32.   filename=None,

  33.   file=DESCRIPTOR,

  34.   containing_type=None,

  35.   fields=[

  36.     _descriptor.FieldDescriptor(

  37.       name='wall_time', full_name='mindinsight.Event.wall_time', index=0,

  38.       number=1, type=1, cpp_type=5, label=2,

  39.       has_default_value=False, default_value=float(0),

  40.       message_type=None, enum_type=None, containing_type=None,

  41.       is_extension=False, extension_scope=None,

  42.       serialized_options=None, file=DESCRIPTOR),

  43.     _descriptor.FieldDescriptor(

  44.       name='step', full_name='mindinsight.Event.step', index=1,

  45.       number=2, type=3, cpp_type=2, label=1,

  46.       has_default_value=False, default_value=0,

  47.       message_type=None, enum_type=None, containing_type=None,

  48.       is_extension=False, extension_scope=None,

  49.       serialized_options=None, file=DESCRIPTOR),

  50.     _descriptor.FieldDescriptor(

  51.       name='version', full_name='mindinsight.Event.version', index=2,

  52.       number=3, type=9, cpp_type=9, label=1,

  53.       has_default_value=False, default_value=b"".decode('utf-8'),

  54.       message_type=None, enum_type=None, containing_type=None,

  55.       is_extension=False, extension_scope=None,

  56.       serialized_options=None, file=DESCRIPTOR),

  57.     _descriptor.FieldDescriptor(

  58.       name='graph_def', full_name='mindinsight.Event.graph_def', index=3,

  59.       number=4, type=11, cpp_type=10, label=1,

  60.       has_default_value=False, default_value=None,

  61.       message_type=None, enum_type=None, containing_type=None,

  62.       is_extension=False, extension_scope=None,

  63.       serialized_options=None, file=DESCRIPTOR),

  64.     _descriptor.FieldDescriptor(

  65.       name='summary', full_name='mindinsight.Event.summary', index=4,

  66.       number=5, type=11, cpp_type=10, label=1,

  67.       has_default_value=False, default_value=None,

  68.       message_type=None, enum_type=None, containing_type=None,

  69.       is_extension=False, extension_scope=None,

  70.       serialized_options=None, file=DESCRIPTOR),

  71.     _descriptor.FieldDescriptor(

  72.       name='explain', full_name='mindinsight.Event.explain', index=5,

  73.       number=6, type=11, cpp_type=10, label=1,

  74.       has_default_value=False, default_value=None,

  75.       message_type=None, enum_type=None, containing_type=None,

  76.       is_extension=False, extension_scope=None,

  77.       serialized_options=None, file=DESCRIPTOR),

  78.   ],

  79.   extensions=[

  80.   ],

  81.   nested_types=[],

  82.   enum_types=[

  83.   ],

  84.   serialized_options=None,

  85.   is_extendable=False,

  86.   syntax='proto2',

  87.   extension_ranges=[],

  88.   oneofs=[

  89.     _descriptor.OneofDescriptor(

  90.       name='what', full_name='mindinsight.Event.what',

  91.       index=0, containing_type=None, fields=[]),

  92.   ],

  93.   serialized_start=69,

  94.   serialized_end=264,

  95. )

  96. 

  97. 

  98. _SUMMARY_IMAGE = _descriptor.Descriptor(

  99.   name='Image',

  100.   full_name='mindinsight.Summary.Image',

  101.   filename=None,

  102.   file=DESCRIPTOR,

  103.   containing_type=None,

  104.   fields=[

  105.     _descriptor.FieldDescriptor(

  106.       name='height', full_name='mindinsight.Summary.Image.height', index=0,

  107.       number=1, type=5, cpp_type=1, label=2,

  108.       has_default_value=False, default_value=0,

  109.       message_type=None, enum_type=None, containing_type=None,

  110.       is_extension=False, extension_scope=None,

  111.       serialized_options=None, file=DESCRIPTOR),

  112.     _descriptor.FieldDescriptor(

  113.       name='width', full_name='mindinsight.Summary.Image.width', index=1,

  114.       number=2, type=5, cpp_type=1, label=2,

  115.       has_default_value=False, default_value=0,

  116.       message_type=None, enum_type=None, containing_type=None,

  117.       is_extension=False, extension_scope=None,

  118.       serialized_options=None, file=DESCRIPTOR),

  119.     _descriptor.FieldDescriptor(

  120.       name='colorspace', full_name='mindinsight.Summary.Image.colorspace', index=2,

  121.       number=3, type=5, cpp_type=1, label=2,

  122.       has_default_value=False, default_value=0,

  123.       message_type=None, enum_type=None, containing_type=None,

  124.       is_extension=False, extension_scope=None,

  125.       serialized_options=None, file=DESCRIPTOR),

  126.     _descriptor.FieldDescriptor(

  127.       name='encoded_image', full_name='mindinsight.Summary.Image.encoded_image', index=3,

  128.       number=4, type=12, cpp_type=9, label=2,

  129.       has_default_value=False, default_value=b"",

  130.       message_type=None, enum_type=None, containing_type=None,

  131.       is_extension=False, extension_scope=None,

  132.       serialized_options=None, file=DESCRIPTOR),

  133.   ],

  134.   extensions=[

  135.   ],

  136.   nested_types=[],

  137.   enum_types=[

  138.   ],

  139.   serialized_options=None,

  140.   is_extendable=False,

  141.   syntax='proto2',

  142.   extension_ranges=[],

  143.   oneofs=[

  144.   ],

  145.   serialized_start=321,

  146.   serialized_end=402,

  147. )

  148. 

  149. _SUMMARY_HISTOGRAM_BUCKET = _descriptor.Descriptor(

  150.   name='bucket',

  151.   full_name='mindinsight.Summary.Histogram.bucket',

  152.   filename=None,

  153.   file=DESCRIPTOR,

  154.   containing_type=None,

  155.   fields=[

  156.     _descriptor.FieldDescriptor(

  157.       name='left', full_name='mindinsight.Summary.Histogram.bucket.left', index=0,

  158.       number=1, type=1, cpp_type=5, label=2,

  159.       has_default_value=False, default_value=float(0),

  160.       message_type=None, enum_type=None, containing_type=None,

  161.       is_extension=False, extension_scope=None,

  162.       serialized_options=None, file=DESCRIPTOR),

  163.     _descriptor.FieldDescriptor(

  164.       name='width', full_name='mindinsight.Summary.Histogram.bucket.width', index=1,

  165.       number=2, type=1, cpp_type=5, label=2,

  166.       has_default_value=False, default_value=float(0),

  167.       message_type=None, enum_type=None, containing_type=None,

  168.       is_extension=False, extension_scope=None,

  169.       serialized_options=None, file=DESCRIPTOR),

  170.     _descriptor.FieldDescriptor(

  171.       name='count', full_name='mindinsight.Summary.Histogram.bucket.count', index=2,

  172.       number=3, type=3, cpp_type=2, label=2,

  173.       has_default_value=False, default_value=0,

  174.       message_type=None, enum_type=None, containing_type=None,

  175.       is_extension=False, extension_scope=None,

  176.       serialized_options=None, file=DESCRIPTOR),

  177.   ],

  178.   extensions=[

  179.   ],

  180.   nested_types=[],

  181.   enum_types=[

  182.   ],

  183.   serialized_options=None,

  184.   is_extendable=False,

  185.   syntax='proto2',

  186.   extension_ranges=[],

  187.   oneofs=[

  188.   ],

  189.   serialized_start=593,

  190.   serialized_end=645,

  191. )

  192. 

  193. _SUMMARY_HISTOGRAM = _descriptor.Descriptor(

  194.   name='Histogram',

  195.   full_name='mindinsight.Summary.Histogram',

  196.   filename=None,

  197.   file=DESCRIPTOR,

  198.   containing_type=None,

  199.   fields=[

  200.     _descriptor.FieldDescriptor(

  201.       name='buckets', full_name='mindinsight.Summary.Histogram.buckets', index=0,

  202.       number=1, type=11, cpp_type=10, label=3,

  203.       has_default_value=False, default_value=[],

  204.       message_type=None, enum_type=None, containing_type=None,

  205.       is_extension=False, extension_scope=None,

  206.       serialized_options=None, file=DESCRIPTOR),

  207.     _descriptor.FieldDescriptor(

  208.       name='nan_count', full_name='mindinsight.Summary.Histogram.nan_count', index=1,

  209.       number=2, type=3, cpp_type=2, label=1,

  210.       has_default_value=False, default_value=0,

  211.       message_type=None, enum_type=None, containing_type=None,

  212.       is_extension=False, extension_scope=None,

  213.       serialized_options=None, file=DESCRIPTOR),

  214.     _descriptor.FieldDescriptor(

  215.       name='pos_inf_count', full_name='mindinsight.Summary.Histogram.pos_inf_count', index=2,

  216.       number=3, type=3, cpp_type=2, label=1,

  217.       has_default_value=False, default_value=0,

  218.       message_type=None, enum_type=None, containing_type=None,

  219.       is_extension=False, extension_scope=None,

  220.       serialized_options=None, file=DESCRIPTOR),

  221.     _descriptor.FieldDescriptor(

  222.       name='neg_inf_count', full_name='mindinsight.Summary.Histogram.neg_inf_count', index=3,

  223.       number=4, type=3, cpp_type=2, label=1,

  224.       has_default_value=False, default_value=0,

  225.       message_type=None, enum_type=None, containing_type=None,

  226.       is_extension=False, extension_scope=None,

  227.       serialized_options=None, file=DESCRIPTOR),

  228.     _descriptor.FieldDescriptor(

  229.       name='max', full_name='mindinsight.Summary.Histogram.max', index=4,

  230.       number=5, type=1, cpp_type=5, label=1,

  231.       has_default_value=False, default_value=float(0),

  232.       message_type=None, enum_type=None, containing_type=None,

  233.       is_extension=False, extension_scope=None,

  234.       serialized_options=None, file=DESCRIPTOR),

  235.     _descriptor.FieldDescriptor(

  236.       name='min', full_name='mindinsight.Summary.Histogram.min', index=5,

  237.       number=6, type=1, cpp_type=5, label=1,

  238.       has_default_value=False, default_value=float(0),

  239.       message_type=None, enum_type=None, containing_type=None,

  240.       is_extension=False, extension_scope=None,

  241.       serialized_options=None, file=DESCRIPTOR),

  242.     _descriptor.FieldDescriptor(

  243.       name='sum', full_name='mindinsight.Summary.Histogram.sum', index=6,

  244.       number=7, type=1, cpp_type=5, label=1,

  245.       has_default_value=False, default_value=float(0),

  246.       message_type=None, enum_type=None, containing_type=None,

  247.       is_extension=False, extension_scope=None,

  248.       serialized_options=None, file=DESCRIPTOR),

  249.     _descriptor.FieldDescriptor(

  250.       name='count', full_name='mindinsight.Summary.Histogram.count', index=7,

  251.       number=8, type=3, cpp_type=2, label=1,

  252.       has_default_value=False, default_value=0,

  253.       message_type=None, enum_type=None, containing_type=None,

  254.       is_extension=False, extension_scope=None,

  255.       serialized_options=None, file=DESCRIPTOR),

  256.   ],

  257.   extensions=[

  258.   ],

  259.   nested_types=[_SUMMARY_HISTOGRAM_BUCKET, ],

  260.   enum_types=[

  261.   ],

  262.   serialized_options=None,

  263.   is_extendable=False,

  264.   syntax='proto2',

  265.   extension_ranges=[],

  266.   oneofs=[

  267.   ],

  268.   serialized_start=405,

  269.   serialized_end=645,

  270. )

  271. 

  272. _SUMMARY_VALUE = _descriptor.Descriptor(

  273.   name='Value',

  274.   full_name='mindinsight.Summary.Value',

  275.   filename=None,

  276.   file=DESCRIPTOR,

  277.   containing_type=None,

  278.   fields=[

  279.     _descriptor.FieldDescriptor(

  280.       name='tag', full_name='mindinsight.Summary.Value.tag', index=0,

  281.       number=1, type=9, cpp_type=9, label=2,

  282.       has_default_value=False, default_value=b"".decode('utf-8'),

  283.       message_type=None, enum_type=None, containing_type=None,

  284.       is_extension=False, extension_scope=None,

  285.       serialized_options=None, file=DESCRIPTOR),

  286.     _descriptor.FieldDescriptor(

  287.       name='scalar_value', full_name='mindinsight.Summary.Value.scalar_value', index=1,

  288.       number=3, type=2, cpp_type=6, label=1,

  289.       has_default_value=False, default_value=float(0),

  290.       message_type=None, enum_type=None, containing_type=None,

  291.       is_extension=False, extension_scope=None,

  292.       serialized_options=None, file=DESCRIPTOR),

  293.     _descriptor.FieldDescriptor(

  294.       name='image', full_name='mindinsight.Summary.Value.image', index=2,

  295.       number=4, type=11, cpp_type=10, label=1,

  296.       has_default_value=False, default_value=None,

  297.       message_type=None, enum_type=None, containing_type=None,

  298.       is_extension=False, extension_scope=None,

  299.       serialized_options=None, file=DESCRIPTOR),

  300.     _descriptor.FieldDescriptor(

  301.       name='tensor', full_name='mindinsight.Summary.Value.tensor', index=3,

  302.       number=8, type=11, cpp_type=10, label=1,

  303.       has_default_value=False, default_value=None,

  304.       message_type=None, enum_type=None, containing_type=None,

  305.       is_extension=False, extension_scope=None,

  306.       serialized_options=None, file=DESCRIPTOR),

  307.     _descriptor.FieldDescriptor(

  308.       name='histogram', full_name='mindinsight.Summary.Value.histogram', index=4,

  309.       number=9, type=11, cpp_type=10, label=1,

  310.       has_default_value=False, default_value=None,

  311.       message_type=None, enum_type=None, containing_type=None,

  312.       is_extension=False, extension_scope=None,

  313.       serialized_options=None, file=DESCRIPTOR),

  314.   ],

  315.   extensions=[

  316.   ],

  317.   nested_types=[],

  318.   enum_types=[

  319.   ],

  320.   serialized_options=None,

  321.   is_extendable=False,

  322.   syntax='proto2',

  323.   extension_ranges=[],

  324.   oneofs=[

  325.     _descriptor.OneofDescriptor(

  326.       name='value', full_name='mindinsight.Summary.Value.value',

  327.       index=0, containing_type=None, fields=[]),

  328.   ],

  329.   serialized_start=648,

  330.   serialized_end=843,

  331. )

  332. 

  333. _SUMMARY = _descriptor.Descriptor(

  334.   name='Summary',

  335.   full_name='mindinsight.Summary',

  336.   filename=None,

  337.   file=DESCRIPTOR,

  338.   containing_type=None,

  339.   fields=[

  340.     _descriptor.FieldDescriptor(

  341.       name='value', full_name='mindinsight.Summary.value', index=0,

  342.       number=1, type=11, cpp_type=10, label=3,

  343.       has_default_value=False, default_value=[],

  344.       message_type=None, enum_type=None, containing_type=None,

  345.       is_extension=False, extension_scope=None,

  346.       serialized_options=None, file=DESCRIPTOR),

  347.   ],

  348.   extensions=[

  349.   ],

  350.   nested_types=[_SUMMARY_IMAGE, _SUMMARY_HISTOGRAM, _SUMMARY_VALUE, ],

  351.   enum_types=[

  352.   ],

  353.   serialized_options=None,

  354.   is_extendable=False,

  355.   syntax='proto2',

  356.   extension_ranges=[],

  357.   oneofs=[

  358.   ],

  359.   serialized_start=267,

  360.   serialized_end=843,

  361. )

  362. 

  363. 

  364. _EXPLAIN_INFERENCE = _descriptor.Descriptor(

  365.   name='Inference',

  366.   full_name='mindinsight.Explain.Inference',

  367.   filename=None,

  368.   file=DESCRIPTOR,

  369.   containing_type=None,

  370.   fields=[

  371.     _descriptor.FieldDescriptor(

  372.       name='ground_truth_prob', full_name='mindinsight.Explain.Inference.ground_truth_prob', index=0,

  373.       number=1, type=2, cpp_type=6, label=3,

  374.       has_default_value=False, default_value=[],

  375.       message_type=None, enum_type=None, containing_type=None,

  376.       is_extension=False, extension_scope=None,

  377.       serialized_options=None, file=DESCRIPTOR),

  378.     _descriptor.FieldDescriptor(

  379.       name='predicted_label', full_name='mindinsight.Explain.Inference.predicted_label', index=1,

  380.       number=2, type=5, cpp_type=1, label=3,

  381.       has_default_value=False, default_value=[],

  382.       message_type=None, enum_type=None, containing_type=None,

  383.       is_extension=False, extension_scope=None,

  384.       serialized_options=None, file=DESCRIPTOR),

  385.     _descriptor.FieldDescriptor(

  386.       name='predicted_prob', full_name='mindinsight.Explain.Inference.predicted_prob', index=2,

  387.       number=3, type=2, cpp_type=6, label=3,

  388.       has_default_value=False, default_value=[],

  389.       message_type=None, enum_type=None, containing_type=None,

  390.       is_extension=False, extension_scope=None,

  391.       serialized_options=None, file=DESCRIPTOR),

  392.     _descriptor.FieldDescriptor(

  393.       name='ground_truth_prob_sd', full_name='mindinsight.Explain.Inference.ground_truth_prob_sd', index=3,

  394.       number=4, type=2, cpp_type=6, label=3,

  395.       has_default_value=False, default_value=[],

  396.       message_type=None, enum_type=None, containing_type=None,

  397.       is_extension=False, extension_scope=None,

  398.       serialized_options=None, file=DESCRIPTOR),

  399.     _descriptor.FieldDescriptor(

  400.       name='ground_truth_prob_itl95_low', full_name='mindinsight.Explain.Inference.ground_truth_prob_itl95_low', index=4,

  401.       number=5, type=2, cpp_type=6, label=3,

  402.       has_default_value=False, default_value=[],

  403.       message_type=None, enum_type=None, containing_type=None,

  404.       is_extension=False, extension_scope=None,

  405.       serialized_options=None, file=DESCRIPTOR),

  406.     _descriptor.FieldDescriptor(

  407.       name='ground_truth_prob_itl95_hi', full_name='mindinsight.Explain.Inference.ground_truth_prob_itl95_hi', index=5,

  408.       number=6, type=2, cpp_type=6, label=3,

  409.       has_default_value=False, default_value=[],

  410.       message_type=None, enum_type=None, containing_type=None,

  411.       is_extension=False, extension_scope=None,

  412.       serialized_options=None, file=DESCRIPTOR),

  413.     _descriptor.FieldDescriptor(

  414.       name='predicted_prob_sd', full_name='mindinsight.Explain.Inference.predicted_prob_sd', index=6,

  415.       number=7, type=2, cpp_type=6, label=3,

  416.       has_default_value=False, default_value=[],

  417.       message_type=None, enum_type=None, containing_type=None,

  418.       is_extension=False, extension_scope=None,

  419.       serialized_options=None, file=DESCRIPTOR),

  420.     _descriptor.FieldDescriptor(

  421.       name='predicted_prob_itl95_low', full_name='mindinsight.Explain.Inference.predicted_prob_itl95_low', index=7,

  422.       number=8, type=2, cpp_type=6, label=3,

  423.       has_default_value=False, default_value=[],

  424.       message_type=None, enum_type=None, containing_type=None,

  425.       is_extension=False, extension_scope=None,

  426.       serialized_options=None, file=DESCRIPTOR),

  427.     _descriptor.FieldDescriptor(

  428.       name='predicted_prob_itl95_hi', full_name='mindinsight.Explain.Inference.predicted_prob_itl95_hi', index=8,

  429.       number=9, type=2, cpp_type=6, label=3,

  430.       has_default_value=False, default_value=[],

  431.       message_type=None, enum_type=None, containing_type=None,

  432.       is_extension=False, extension_scope=None,

  433.       serialized_options=None, file=DESCRIPTOR),

  434.   ],

  435.   extensions=[

  436.   ],

  437.   nested_types=[],

  438.   enum_types=[

  439.   ],

  440.   serialized_options=None,

  441.   is_extendable=False,

  442.   syntax='proto2',

  443.   extension_ranges=[],

  444.   oneofs=[

  445.   ],

  446.   serialized_start=1147,

  447.   serialized_end=1431,

  448. )

  449. 

  450. _EXPLAIN_EXPLANATION = _descriptor.Descriptor(

  451.   name='Explanation',

  452.   full_name='mindinsight.Explain.Explanation',

  453.   filename=None,

  454.   file=DESCRIPTOR,

  455.   containing_type=None,

  456.   fields=[

  457.     _descriptor.FieldDescriptor(

  458.       name='explain_method', full_name='mindinsight.Explain.Explanation.explain_method', index=0,

  459.       number=1, type=9, cpp_type=9, label=1,

  460.       has_default_value=False, default_value=b"".decode('utf-8'),

  461.       message_type=None, enum_type=None, containing_type=None,

  462.       is_extension=False, extension_scope=None,

  463.       serialized_options=None, file=DESCRIPTOR),

  464.     _descriptor.FieldDescriptor(

  465.       name='label', full_name='mindinsight.Explain.Explanation.label', index=1,

  466.       number=2, type=5, cpp_type=1, label=1,

  467.       has_default_value=False, default_value=0,

  468.       message_type=None, enum_type=None, containing_type=None,

  469.       is_extension=False, extension_scope=None,

  470.       serialized_options=None, file=DESCRIPTOR),

  471.     _descriptor.FieldDescriptor(

  472.       name='heatmap_path', full_name='mindinsight.Explain.Explanation.heatmap_path', index=2,

  473.       number=3, type=9, cpp_type=9, label=1,

  474.       has_default_value=False, default_value=b"".decode('utf-8'),

  475.       message_type=None, enum_type=None, containing_type=None,

  476.       is_extension=False, extension_scope=None,

  477.       serialized_options=None, file=DESCRIPTOR),

  478.   ],

  479.   extensions=[

  480.   ],

  481.   nested_types=[],

  482.   enum_types=[

  483.   ],

  484.   serialized_options=None,

  485.   is_extendable=False,

  486.   syntax='proto2',

  487.   extension_ranges=[],

  488.   oneofs=[

  489.   ],

  490.   serialized_start=1433,

  491.   serialized_end=1507,

  492. )

  493. 

  494. _EXPLAIN_BENCHMARK = _descriptor.Descriptor(

  495.   name='Benchmark',

  496.   full_name='mindinsight.Explain.Benchmark',

  497.   filename=None,

  498.   file=DESCRIPTOR,

  499.   containing_type=None,

  500.   fields=[

  501.     _descriptor.FieldDescriptor(

  502.       name='benchmark_method', full_name='mindinsight.Explain.Benchmark.benchmark_method', index=0,

  503.       number=1, type=9, cpp_type=9, label=1,

  504.       has_default_value=False, default_value=b"".decode('utf-8'),

  505.       message_type=None, enum_type=None, containing_type=None,

  506.       is_extension=False, extension_scope=None,

  507.       serialized_options=None, file=DESCRIPTOR),

  508.     _descriptor.FieldDescriptor(

  509.       name='explain_method', full_name='mindinsight.Explain.Benchmark.explain_method', index=1,

  510.       number=2, type=9, cpp_type=9, label=1,

  511.       has_default_value=False, default_value=b"".decode('utf-8'),

  512.       message_type=None, enum_type=None, containing_type=None,

  513.       is_extension=False, extension_scope=None,

  514.       serialized_options=None, file=DESCRIPTOR),

  515.     _descriptor.FieldDescriptor(

  516.       name='total_score', full_name='mindinsight.Explain.Benchmark.total_score', index=2,

  517.       number=3, type=2, cpp_type=6, label=1,

  518.       has_default_value=False, default_value=float(0),

  519.       message_type=None, enum_type=None, containing_type=None,

  520.       is_extension=False, extension_scope=None,

  521.       serialized_options=None, file=DESCRIPTOR),

  522.     _descriptor.FieldDescriptor(

  523.       name='label_score', full_name='mindinsight.Explain.Benchmark.label_score', index=3,

  524.       number=4, type=2, cpp_type=6, label=3,

  525.       has_default_value=False, default_value=[],

  526.       message_type=None, enum_type=None, containing_type=None,

  527.       is_extension=False, extension_scope=None,

  528.       serialized_options=None, file=DESCRIPTOR),

  529.   ],

  530.   extensions=[

  531.   ],

  532.   nested_types=[],

  533.   enum_types=[

  534.   ],

  535.   serialized_options=None,

  536.   is_extendable=False,

  537.   syntax='proto2',

  538.   extension_ranges=[],

  539.   oneofs=[

  540.   ],

  541.   serialized_start=1509,

  542.   serialized_end=1612,

  543. )

  544. 

  545. _EXPLAIN_METADATA = _descriptor.Descriptor(

  546.   name='Metadata',

  547.   full_name='mindinsight.Explain.Metadata',

  548.   filename=None,

  549.   file=DESCRIPTOR,

  550.   containing_type=None,

  551.   fields=[

  552.     _descriptor.FieldDescriptor(

  553.       name='label', full_name='mindinsight.Explain.Metadata.label', index=0,

  554.       number=1, type=9, cpp_type=9, label=3,

  555.       has_default_value=False, default_value=[],

  556.       message_type=None, enum_type=None, containing_type=None,

  557.       is_extension=False, extension_scope=None,

  558.       serialized_options=None, file=DESCRIPTOR),

  559.     _descriptor.FieldDescriptor(

  560.       name='explain_method', full_name='mindinsight.Explain.Metadata.explain_method', index=1,

  561.       number=2, type=9, cpp_type=9, label=3,

  562.       has_default_value=False, default_value=[],

  563.       message_type=None, enum_type=None, containing_type=None,

  564.       is_extension=False, extension_scope=None,

  565.       serialized_options=None, file=DESCRIPTOR),

  566.     _descriptor.FieldDescriptor(

  567.       name='benchmark_method', full_name='mindinsight.Explain.Metadata.benchmark_method', index=2,

  568.       number=3, type=9, cpp_type=9, label=3,

  569.       has_default_value=False, default_value=[],

  570.       message_type=None, enum_type=None, containing_type=None,

  571.       is_extension=False, extension_scope=None,

  572.       serialized_options=None, file=DESCRIPTOR),

  573.   ],

  574.   extensions=[

  575.   ],

  576.   nested_types=[],

  577.   enum_types=[

  578.   ],

  579.   serialized_options=None,

  580.   is_extendable=False,

  581.   syntax='proto2',

  582.   extension_ranges=[],

  583.   oneofs=[

  584.   ],

  585.   serialized_start=1614,

  586.   serialized_end=1689,

  587. )

  588. 

  589. _EXPLAIN = _descriptor.Descriptor(

  590.   name='Explain',

  591.   full_name='mindinsight.Explain',

  592.   filename=None,

  593.   file=DESCRIPTOR,

  594.   containing_type=None,

  595.   fields=[

  596.     _descriptor.FieldDescriptor(

  597.       name='sample_id', full_name='mindinsight.Explain.sample_id', index=0,

  598.       number=1, type=5, cpp_type=1, label=1,

  599.       has_default_value=False, default_value=0,

  600.       message_type=None, enum_type=None, containing_type=None,

  601.       is_extension=False, extension_scope=None,

  602.       serialized_options=None, file=DESCRIPTOR),

  603.     _descriptor.FieldDescriptor(

  604.       name='image_path', full_name='mindinsight.Explain.image_path', index=1,

  605.       number=2, type=9, cpp_type=9, label=1,

  606.       has_default_value=False, default_value=b"".decode('utf-8'),

  607.       message_type=None, enum_type=None, containing_type=None,

  608.       is_extension=False, extension_scope=None,

  609.       serialized_options=None, file=DESCRIPTOR),

  610.     _descriptor.FieldDescriptor(

  611.       name='ground_truth_label', full_name='mindinsight.Explain.ground_truth_label', index=2,

  612.       number=3, type=5, cpp_type=1, label=3,

  613.       has_default_value=False, default_value=[],

  614.       message_type=None, enum_type=None, containing_type=None,

  615.       is_extension=False, extension_scope=None,

  616.       serialized_options=None, file=DESCRIPTOR),

  617.     _descriptor.FieldDescriptor(

  618.       name='inference', full_name='mindinsight.Explain.inference', index=3,

  619.       number=4, type=11, cpp_type=10, label=1,

  620.       has_default_value=False, default_value=None,

  621.       message_type=None, enum_type=None, containing_type=None,

  622.       is_extension=False, extension_scope=None,

  623.       serialized_options=None, file=DESCRIPTOR),

  624.     _descriptor.FieldDescriptor(

  625.       name='explanation', full_name='mindinsight.Explain.explanation', index=4,

  626.       number=5, type=11, cpp_type=10, label=3,

  627.       has_default_value=False, default_value=[],

  628.       message_type=None, enum_type=None, containing_type=None,

  629.       is_extension=False, extension_scope=None,

  630.       serialized_options=None, file=DESCRIPTOR),

  631.     _descriptor.FieldDescriptor(

  632.       name='benchmark', full_name='mindinsight.Explain.benchmark', index=5,

  633.       number=6, type=11, cpp_type=10, label=3,

  634.       has_default_value=False, default_value=[],

  635.       message_type=None, enum_type=None, containing_type=None,

  636.       is_extension=False, extension_scope=None,

  637.       serialized_options=None, file=DESCRIPTOR),

  638.     _descriptor.FieldDescriptor(

  639.       name='metadata', full_name='mindinsight.Explain.metadata', index=6,

  640.       number=7, type=11, cpp_type=10, label=1,

  641.       has_default_value=False, default_value=None,

  642.       message_type=None, enum_type=None, containing_type=None,

  643.       is_extension=False, extension_scope=None,

  644.       serialized_options=None, file=DESCRIPTOR),

  645.     _descriptor.FieldDescriptor(

  646.       name='status', full_name='mindinsight.Explain.status', index=7,

  647.       number=8, type=9, cpp_type=9, label=1,

  648.       has_default_value=False, default_value=b"".decode('utf-8'),

  649.       message_type=None, enum_type=None, containing_type=None,

  650.       is_extension=False, extension_scope=None,

  651.       serialized_options=None, file=DESCRIPTOR),

  652.   ],

  653.   extensions=[

  654.   ],

  655.   nested_types=[_EXPLAIN_INFERENCE, _EXPLAIN_EXPLANATION, _EXPLAIN_BENCHMARK, _EXPLAIN_METADATA, ],

  656.   enum_types=[

  657.   ],

  658.   serialized_options=None,

  659.   is_extendable=False,

  660.   syntax='proto2',

  661.   extension_ranges=[],

  662.   oneofs=[

  663.   ],

  664.   serialized_start=846,

  665.   serialized_end=1689,

  666. )

  667. 

  668. _EVENT.fields_by_name['graph_def'].message_type = mindinsight__anf__ir__pb2._GRAPHPROTO

  669. _EVENT.fields_by_name['summary'].message_type = _SUMMARY

  670. _EVENT.fields_by_name['explain'].message_type = _EXPLAIN

  671. _EVENT.oneofs_by_name['what'].fields.append(

  672.   _EVENT.fields_by_name['version'])

  673. _EVENT.fields_by_name['version'].containing_oneof = _EVENT.oneofs_by_name['what']

  674. _EVENT.oneofs_by_name['what'].fields.append(

  675.   _EVENT.fields_by_name['graph_def'])

  676. _EVENT.fields_by_name['graph_def'].containing_oneof = _EVENT.oneofs_by_name['what']

  677. _EVENT.oneofs_by_name['what'].fields.append(

  678.   _EVENT.fields_by_name['summary'])

  679. _EVENT.fields_by_name['summary'].containing_oneof = _EVENT.oneofs_by_name['what']

  680. _EVENT.oneofs_by_name['what'].fields.append(

  681.   _EVENT.fields_by_name['explain'])

  682. _EVENT.fields_by_name['explain'].containing_oneof = _EVENT.oneofs_by_name['what']

  683. _SUMMARY_IMAGE.containing_type = _SUMMARY

  684. _SUMMARY_HISTOGRAM_BUCKET.containing_type = _SUMMARY_HISTOGRAM

  685. _SUMMARY_HISTOGRAM.fields_by_name['buckets'].message_type = _SUMMARY_HISTOGRAM_BUCKET

  686. _SUMMARY_HISTOGRAM.containing_type = _SUMMARY

  687. _SUMMARY_VALUE.fields_by_name['image'].message_type = _SUMMARY_IMAGE

  688. _SUMMARY_VALUE.fields_by_name['tensor'].message_type = mindinsight__anf__ir__pb2._TENSORPROTO

  689. _SUMMARY_VALUE.fields_by_name['histogram'].message_type = _SUMMARY_HISTOGRAM

  690. _SUMMARY_VALUE.containing_type = _SUMMARY

  691. _SUMMARY_VALUE.oneofs_by_name['value'].fields.append(

  692.   _SUMMARY_VALUE.fields_by_name['scalar_value'])

  693. _SUMMARY_VALUE.fields_by_name['scalar_value'].containing_oneof = _SUMMARY_VALUE.oneofs_by_name['value']

  694. _SUMMARY_VALUE.oneofs_by_name['value'].fields.append(

  695.   _SUMMARY_VALUE.fields_by_name['image'])

  696. _SUMMARY_VALUE.fields_by_name['image'].containing_oneof = _SUMMARY_VALUE.oneofs_by_name['value']

  697. _SUMMARY_VALUE.oneofs_by_name['value'].fields.append(

  698.   _SUMMARY_VALUE.fields_by_name['tensor'])

  699. _SUMMARY_VALUE.fields_by_name['tensor'].containing_oneof = _SUMMARY_VALUE.oneofs_by_name['value']

  700. _SUMMARY_VALUE.oneofs_by_name['value'].fields.append(

  701.   _SUMMARY_VALUE.fields_by_name['histogram'])

  702. _SUMMARY_VALUE.fields_by_name['histogram'].containing_oneof = _SUMMARY_VALUE.oneofs_by_name['value']

  703. _SUMMARY.fields_by_name['value'].message_type = _SUMMARY_VALUE

  704. _EXPLAIN_INFERENCE.containing_type = _EXPLAIN

  705. _EXPLAIN_EXPLANATION.containing_type = _EXPLAIN

  706. _EXPLAIN_BENCHMARK.containing_type = _EXPLAIN

  707. _EXPLAIN_METADATA.containing_type = _EXPLAIN

  708. _EXPLAIN.fields_by_name['inference'].message_type = _EXPLAIN_INFERENCE

  709. _EXPLAIN.fields_by_name['explanation'].message_type = _EXPLAIN_EXPLANATION

  710. _EXPLAIN.fields_by_name['benchmark'].message_type = _EXPLAIN_BENCHMARK

  711. _EXPLAIN.fields_by_name['metadata'].message_type = _EXPLAIN_METADATA

  712. DESCRIPTOR.message_types_by_name['Event'] = _EVENT

  713. DESCRIPTOR.message_types_by_name['Summary'] = _SUMMARY

  714. DESCRIPTOR.message_types_by_name['Explain'] = _EXPLAIN

  715. _sym_db.RegisterFileDescriptor(DESCRIPTOR)

  716. 

  717. Event = _reflection.GeneratedProtocolMessageType('Event', (_message.Message,), {

  718.   'DESCRIPTOR' : _EVENT,

  719.   '__module__' : 'mindinsight_summary_pb2'

  720.   # @@protoc_insertion_point(class_scope:mindinsight.Event)

  721.   })

  722. _sym_db.RegisterMessage(Event)

  723. 

  724. Summary = _reflection.GeneratedProtocolMessageType('Summary', (_message.Message,), {

  725. 

  726.   'Image' : _reflection.GeneratedProtocolMessageType('Image', (_message.Message,), {

  727.     'DESCRIPTOR' : _SUMMARY_IMAGE,

  728.     '__module__' : 'mindinsight_summary_pb2'

  729.     # @@protoc_insertion_point(class_scope:mindinsight.Summary.Image)

  730.     })

  731.   ,

  732. 

  733.   'Histogram' : _reflection.GeneratedProtocolMessageType('Histogram', (_message.Message,), {

  734. 

  735.     'bucket' : _reflection.GeneratedProtocolMessageType('bucket', (_message.Message,), {

  736.       'DESCRIPTOR' : _SUMMARY_HISTOGRAM_BUCKET,

  737.       '__module__' : 'mindinsight_summary_pb2'

  738.       # @@protoc_insertion_point(class_scope:mindinsight.Summary.Histogram.bucket)

  739.       })

  740.     ,

  741.     'DESCRIPTOR' : _SUMMARY_HISTOGRAM,

  742.     '__module__' : 'mindinsight_summary_pb2'

  743.     # @@protoc_insertion_point(class_scope:mindinsight.Summary.Histogram)

  744.     })

  745.   ,

  746. 

  747.   'Value' : _reflection.GeneratedProtocolMessageType('Value', (_message.Message,), {

  748.     'DESCRIPTOR' : _SUMMARY_VALUE,

  749.     '__module__' : 'mindinsight_summary_pb2'

  750.     # @@protoc_insertion_point(class_scope:mindinsight.Summary.Value)

  751.     })

  752.   ,

  753.   'DESCRIPTOR' : _SUMMARY,

  754.   '__module__' : 'mindinsight_summary_pb2'

  755.   # @@protoc_insertion_point(class_scope:mindinsight.Summary)

  756.   })

  757. _sym_db.RegisterMessage(Summary)

  758. _sym_db.RegisterMessage(Summary.Image)

  759. _sym_db.RegisterMessage(Summary.Histogram)

  760. _sym_db.RegisterMessage(Summary.Histogram.bucket)

  761. _sym_db.RegisterMessage(Summary.Value)

  762. 

  763. Explain = _reflection.GeneratedProtocolMessageType('Explain', (_message.Message,), {

  764. 

  765.   'Inference' : _reflection.GeneratedProtocolMessageType('Inference', (_message.Message,), {

  766.     'DESCRIPTOR' : _EXPLAIN_INFERENCE,

  767.     '__module__' : 'mindinsight_summary_pb2'

  768.     # @@protoc_insertion_point(class_scope:mindinsight.Explain.Inference)

  769.     })

  770.   ,

  771. 

  772.   'Explanation' : _reflection.GeneratedProtocolMessageType('Explanation', (_message.Message,), {

  773.     'DESCRIPTOR' : _EXPLAIN_EXPLANATION,

  774.     '__module__' : 'mindinsight_summary_pb2'

  775.     # @@protoc_insertion_point(class_scope:mindinsight.Explain.Explanation)

  776.     })

  777.   ,

  778. 

  779.   'Benchmark' : _reflection.GeneratedProtocolMessageType('Benchmark', (_message.Message,), {

  780.     'DESCRIPTOR' : _EXPLAIN_BENCHMARK,

  781.     '__module__' : 'mindinsight_summary_pb2'

  782.     # @@protoc_insertion_point(class_scope:mindinsight.Explain.Benchmark)

  783.     })

  784.   ,

  785. 

  786.   'Metadata' : _reflection.GeneratedProtocolMessageType('Metadata', (_message.Message,), {

  787.     'DESCRIPTOR' : _EXPLAIN_METADATA,

  788.     '__module__' : 'mindinsight_summary_pb2'

  789.     # @@protoc_insertion_point(class_scope:mindinsight.Explain.Metadata)

  790.     })

  791.   ,

  792.   'DESCRIPTOR' : _EXPLAIN,

  793.   '__module__' : 'mindinsight_summary_pb2'

  794.   # @@protoc_insertion_point(class_scope:mindinsight.Explain)

  795.   })

  796. _sym_db.RegisterMessage(Explain)

  797. _sym_db.RegisterMessage(Explain.Inference)

  798. _sym_db.RegisterMessage(Explain.Explanation)

  799. _sym_db.RegisterMessage(Explain.Benchmark)

  800. _sym_db.RegisterMessage(Explain.Metadata)

  801. 

  802. 

  803. DESCRIPTOR._options = None

  804. # @@protoc_insertion_point(module_scope)