导出前后文件结果

输出结果记录

Instructions for updating:

keep_dims is deprecated, use keepdims instead

W0929 20:40:36.003197  1396 tf_logging.py:125] From F:\File_Python\Python_example\models-master\research\object_detection\predictors\heads\box_head.py:93: calling reduce_mean (from tensorflow.python.ops.math_ops) with keep_dims is deprecated and will be removed in a future version.

Instructions for updating:

keep_dims is deprecated, use keepdims instead

WARNING:tensorflow:From F:\File_Python\Python_example\models-master\research\object_detection\exporter.py:280: get_or_create_global_step (from tensorflow.contrib.framework.python.ops.variables) is deprecated and will be removed in a future version.

Instructions for updating:

Please switch to tf.train.get_or_create_global_step

W0929 20:40:37.104074  1396 tf_logging.py:125] From F:\File_Python\Python_example\models-master\research\object_detection\exporter.py:280: get_or_create_global_step (from tensorflow.contrib.framework.python.ops.variables) is deprecated and will be removed in a future version.

Instructions for updating:

Please switch to tf.train.get_or_create_global_step

WARNING:tensorflow:From F:\File_Python\Python_example\models-master\research\object_detection\exporter.py:434: print_model_analysis (from tensorflow.contrib.tfprof.model_analyzer) is deprecated and will be removed after 2018-01-01.

Instructions for updating:

Use `tf.profiler.profile(graph, run_meta, op_log, cmd, options)`. Build `options` with `tf.profiler.ProfileOptionBuilder`. See README.md for details

W0929 20:40:37.111633  1396 tf_logging.py:125] From F:\File_Python\Python_example\models-master\research\object_detection\exporter.py:434: print_model_analysis (from tensorflow.contrib.tfprof.model_analyzer) is deprecated and will be removed after 2018-01-01.

Instructions for updating:

Use `tf.profiler.profile(graph, run_meta, op_log, cmd, options)`. Build `options` with `tf.profiler.ProfileOptionBuilder`. See README.md for details

568 ops no flops stats due to incomplete shapes.

Parsing Inputs...

Incomplete shape.

=========================Options=============================

-max_depth                  10000

-min_bytes                  0

-min_peak_bytes             0

-min_residual_bytes         0

-min_output_bytes           0

-min_micros                 0

-min_accelerator_micros     0

-min_cpu_micros             0

-min_params                 0

-min_float_ops              0

-min_occurrence             0

-step                       -1

-order_by                   name

-account_type_regexes       _trainable_variables

-start_name_regexes         .*

-trim_name_regexes          .*BatchNorm.*

-show_name_regexes          .*

-hide_name_regexes

-account_displayed_op_only  true

-select                     params

-output                     stdout:

==================Model Analysis Report======================

Incomplete shape.

Doc:

scope: The nodes in the model graph are organized by their names, which is hierarchical like filesystem.

param: Number of parameters (in the Variable).

Profile:

node name | # parameters

_TFProfRoot (--/59.45m params)

 Conv (--/5.01m params)

   Conv/biases (512, 512/512 params)

   Conv/weights (3x3x1088x512, 5.01m/5.01m params)

 FirstStageBoxPredictor (--/36.94k params)

   FirstStageBoxPredictor/BoxEncodingPredictor (--/24.62k params)

     FirstStageBoxPredictor/BoxEncodingPredictor/biases (48, 48/48 params)

     FirstStageBoxPredictor/BoxEncodingPredictor/weights (1x1x512x48, 24.58k/24.58k params)

   FirstStageBoxPredictor/ClassPredictor (--/12.31k params)

     FirstStageBoxPredictor/ClassPredictor/biases (24, 24/24 params)

     FirstStageBoxPredictor/ClassPredictor/weights (1x1x512x24, 12.29k/12.29k params)

 FirstStageFeatureExtractor (--/26.84m params)

   FirstStageFeatureExtractor/InceptionResnetV2 (--/26.84m params)

     FirstStageFeatureExtractor/InceptionResnetV2/Conv2d_1a_3x3 (--/864 params)

       FirstStageFeatureExtractor/InceptionResnetV2/Conv2d_1a_3x3/BatchNorm (--/0 params)

…………

           SecondStageFeatureExtractor/InceptionResnetV2/Repeat/block8_9/Conv2d_1x1/biases (2080, 2.08k/2.08k params)

           SecondStageFeatureExtractor/InceptionResnetV2/Repeat/block8_9/Conv2d_1x1/weights (1x1x448x2080, 931.84k/931.84k params)

======================End of Report==========================

568 ops no flops stats due to incomplete shapes.

Parsing Inputs...

Incomplete shape.

=========================Options=============================

-max_depth                  10000

-min_bytes                  0

-min_peak_bytes             0

-min_residual_bytes         0

-min_output_bytes           0

-min_micros                 0

-min_accelerator_micros     0

-min_cpu_micros             0

-min_params                 0

-min_float_ops              1

-min_occurrence             0

-step                       -1

-order_by                   float_ops

-account_type_regexes       .*

-start_name_regexes         .*

-trim_name_regexes          .*BatchNorm.*,.*Initializer.*,.*Regularizer.*,.*BiasAdd.*

-show_name_regexes          .*

-hide_name_regexes

-account_displayed_op_only  true

-select                     float_ops

-output                     stdout:

==================Model Analysis Report======================

Incomplete shape.

Doc:

scope: The nodes in the model graph are organized by their names, which is hierarchical like filesystem.

flops: Number of float operations. Note: Please read the implementation for the math behind it.

Profile:

node name | # float_ops

_TFProfRoot (--/3.42k flops)

 map_1/while/mul_3 (300/300 flops)

 map_1/while/mul_2 (300/300 flops)

 map_1/while/mul_1 (300/300 flops)

 map_1/while/mul (300/300 flops)

 map/while/ToNormalizedCoordinates/Scale/mul_3 (300/300 flops)

 map/while/ToNormalizedCoordinates/Scale/mul_2 (300/300 flops)

 map/while/ToNormalizedCoordinates/Scale/mul_1 (300/300 flops)

 map/while/ToNormalizedCoordinates/Scale/mul (300/300 flops)

 GridAnchorGenerator/mul (12/12 flops)

 GridAnchorGenerator/truediv (12/12 flops)

 GridAnchorGenerator/mul_2 (12/12 flops)

 GridAnchorGenerator/mul_1 (12/12 flops)

 FirstStageFeatureExtractor/InceptionResnetV2/InceptionResnetV2/Repeat_1/block17_10/Branch_1/Conv2d_0c_7x1/required_space_to_batch_paddings/add (2/2 flops)

 FirstStageFeatureExtractor/InceptionResnetV2/InceptionResnetV2/Repeat_1/block17_8/Conv2d_1x1/required_space_to_batch_paddings/add (2/2 flops)

 ……

 BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/SortByField/Equal (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/SortByField_1/Equal (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/add (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/sub (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_1 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_2 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_3 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_4 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_5 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_6 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_1 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_10 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_11 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_12 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_13 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_2 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_3 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_4 (1/1 flops)

 GridAnchorGenerator/add_3 (1/1 flops)

 GridAnchorGenerator/add_4 (1/1 flops)

 GridAnchorGenerator/assert_equal/Equal (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/Less (1/1 flops)

 Decode/transpose_1/sub (1/1 flops)

 Decode/transpose/sub (1/1 flops)

 GridAnchorGenerator/mul_7 (1/1 flops)

 GridAnchorGenerator/mul_8 (1/1 flops)

 Decode/get_center_coordinates_and_sizes/transpose/sub (1/1 flops)

 GridAnchorGenerator/zeros/Less (1/1 flops)

 Preprocessor/map/while/Less (1/1 flops)

 Preprocessor/map/while/Less_1 (1/1 flops)

 Preprocessor/map/while/ResizeToRange/Greater (1/1 flops)

 Preprocessor/map/while/ResizeToRange/Maximum (1/1 flops)

 Preprocessor/map/while/ResizeToRange/Minimum (1/1 flops)

 Preprocessor/map/while/ResizeToRange/mul (1/1 flops)

 Preprocessor/map/while/ResizeToRange/mul_1 (1/1 flops)

 Preprocessor/map/while/ResizeToRange/mul_2 (1/1 flops)

 Preprocessor/map/while/ResizeToRange/mul_3 (1/1 flops)

 Preprocessor/map/while/ResizeToRange/truediv (1/1 flops)

 Preprocessor/map/while/ResizeToRange/truediv_1 (1/1 flops)

 Preprocessor/map/while/add (1/1 flops)

 Preprocessor/map/while/add_1 (1/1 flops)

 SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/Less (1/1 flops)

 SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/Less_1 (1/1 flops)

 SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/ChangeCoordinateFrame/sub (1/1 flops)

 ……

 SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/sub_9 (1/1 flops)

 SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater (1/1 flops)

 

……

SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_9 (1/1 flops)

 SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/add (1/1 flops)

 SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/add_1 (1/1 flops)

 SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/transpose/sub (1/1 flops)

 SecondStagePostprocessor/Decode/transpose/sub (1/1 flops)

 SecondStagePostprocessor/Decode/transpose_1/sub (1/1 flops)

 map/while/Less (1/1 flops)

 map/while/Less_1 (1/1 flops)

 BatchMultiClassNonMaxSuppression/ones/Less (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/add_1 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/add (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_9 (1/1 flops)

 map/while/ToNormalizedCoordinates/truediv (1/1 flops)

 map/while/ToNormalizedCoordinates/truediv_1 (1/1 flops)

 map/while/add (1/1 flops)

 map/while/add_1 (1/1 flops)

 map_1/while/Less (1/1 flops)

 map_1/while/Less_1 (1/1 flops)

 map_1/while/add (1/1 flops)

 map_1/while/add_1 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_8 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_7 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_6 (1/1 flops)

 BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_5 (1/1 flops)

 mul (1/1 flops)

======================End of Report==========================

2018-09-29 20:40:47.042684: