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AISangam / Facenet-Real-time-face-recognition-using-deep-learning-Tensorflow

Facenet-Real-time-face-recognition-using-deep-learning-Tensorflow
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Error while converting to tflite model. #18

Open guptakvgaurav opened 5 years ago

guptakvgaurav commented 5 years ago

I am trying to convert this "20170511-185253.pb" model to tflite version, using this script. 

    import tensorflow as tf
    graph_def_file = "./model/20170511-185253.pb"
    input_arrays = ["input"]
    output_arrays = ["embeddings"]
    input_shapes = {
        "input": [1, 160, 160, 3]
    }
    converter = tf.contrib.lite.TFLiteConverter.from_frozen_graph(
       graph_def_file, input_arrays, output_arrays, input_shapes)
    tflite_model = converter.convert()
    open("converted_model.tflite", "wb").write(tflite_model)

But I am getting following error:


(tf_gpu) gaurav.gupta@IBS-LAP-127:~/projects/facenet_recognition$ python pb_to_tflite.py 
2019-03-13 14:34:10.825250: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2019-03-13 14:34:10.919603: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:964] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2019-03-13 14:34:10.920223: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1432] Found device 0 with properties: 
name: GeForce GTX 1070 with Max-Q Design major: 6 minor: 1 memoryClockRate(GHz): 1.379
pciBusID: 0000:01:00.0
totalMemory: 7.93GiB freeMemory: 6.84GiB
2019-03-13 14:34:10.920258: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1511] Adding visible gpu devices: 0
2019-03-13 14:34:11.121134: I tensorflow/core/common_runtime/gpu/gpu_device.cc:982] Device interconnect StreamExecutor with strength 1 edge matrix:
2019-03-13 14:34:11.121164: I tensorflow/core/common_runtime/gpu/gpu_device.cc:988]      0 
2019-03-13 14:34:11.121170: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1001] 0:   N 
2019-03-13 14:34:11.121345: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1115] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 6592 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1070 with Max-Q Design, pci bus id: 0000:01:00.0, compute capability: 6.1)
Traceback (most recent call last):
  File "pb_to_tflite.py", line 12, in <module>
    tflite_model = converter.convert()
  File "/home/gaurav.gupta/softwares/yes/envs/tf_gpu/lib/python3.6/site-packages/tensorflow/contrib/lite/python/lite.py", line 453, in convert
    **converter_kwargs)
  File "/home/gaurav.gupta/softwares/yes/envs/tf_gpu/lib/python3.6/site-packages/tensorflow/contrib/lite/python/convert.py", line 342, in toco_convert_impl
    input_data.SerializeToString())
  File "/home/gaurav.gupta/softwares/yes/envs/tf_gpu/lib/python3.6/site-packages/tensorflow/contrib/lite/python/convert.py", line 135, in toco_convert_protos
    (stdout, stderr))
RuntimeError: TOCO failed see console for info.
b'2019-03-13 14:34:15.913637: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: FIFOQueueV2\n2019-03-13 14:34:15.913679: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1127] Op node missing output type attribute: batch_join/fifo_queue\n2019-03-13 14:34:15.913690: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: QueueDequeueUpToV2\n2019-03-13 14:34:15.913695: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1127] Op node missing output type attribute: batch_join\n2019-03-13 14:34:15.913749: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.913768: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.913868: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.913885: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.914028: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.914046: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.914115: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.914131: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.914496: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.914518: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.915504: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.915544: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.915630: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.915646: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.915712: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.915727: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.915794: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.915809: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.915876: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.915891: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.915960: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.915975: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.916041: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.916056: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.916167: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.916183: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.916269: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.916284: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.916371: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.916386: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.916453: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.916467: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.916534: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.916548: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.916615: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.916629: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.916729: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.916743: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.916814: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.916829: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.916897: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.916912: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.916980: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.916995: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.917063: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.917078: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.917148: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.917162: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.917265: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.917280: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.917355: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.917370: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.917438: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.917453: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.917523: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.917538: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.917609: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.917624: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.917695: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.917709: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.917815: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.917830: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.917901: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.917916: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.918022: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.918038: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.918133: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.918148: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.918237: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.918252: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.918339: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.918354: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.920512: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.920544: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.920660: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.920697: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.921265: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.921283: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.922304: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.922324: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.922523: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.922540: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.922693: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.922709: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.922845: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.922860: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.923001: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.923016: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.923681: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.923699: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.923834: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.923850: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.924075: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.924091: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.924321: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.924338: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.925033: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.925051: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.925278: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.925294: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.925523: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.925539: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.925762: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.925778: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.926516: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.926533: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.926763: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.926780: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.927012: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.927029: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.927258: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.927274: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.927939: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.927957: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.928193: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.928210: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.928441: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.928457: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.928687: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.928703: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.929357: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.929374: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.929605: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.929643: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.929890: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.929906: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.930140: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.930157: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.930831: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.930850: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.931127: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.931143: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.931382: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.931398: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.931632: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.931648: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.932331: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.932350: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.932590: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.932606: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.932838: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.932855: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.933086: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.933101: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.933768: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.933786: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.934021: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.934038: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.934272: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.934287: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.934532: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.934548: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.935218: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.935236: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.935478: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.935495: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.935744: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.935760: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.935995: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.936012: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.936999: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.937019: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.939102: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.939132: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.939420: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.939437: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.940597: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.940616: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.940909: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.940927: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.942358: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.942382: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.943472: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.943492: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.944007: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.944026: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.944701: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.944720: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.944942: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.944958: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.945138: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.945154: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.947236: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.947264: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.947922: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.947939: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.948211: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.948228: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.948422: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.948438: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.950489: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.950518: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.951184: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.951201: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.951420: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.951436: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.951621: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.951637: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.953747: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.953777: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.954462: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.954481: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.954694: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.954711: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.954896: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.954912: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.957029: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.957057: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.957697: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.957715: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.957934: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.957969: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.958172: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.958188: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.960146: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.960241: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.960983: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.961001: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.961234: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.961250: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.961443: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.961459: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:15.963523: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: SquaredDifference\n2019-03-13 14:34:15.963552: I tensorflow/contrib/lite/toco/import_tensorflow.cc:1080] Converting unsupported operation: Reciprocal\n2019-03-13 14:34:16.278147: I tensorflow/contrib/lite/toco/graph_transformations/graph_transformations.cc:39] Before Removing unused ops: 6154 operators, 8939 arrays (0 quantized)\n2019-03-13 14:34:16.552631: I tensorflow/contrib/lite/toco/graph_transformations/graph_transformations.cc:39] After Removing unused ops pass 1: 4804 operators, 6804 arrays (0 quantized)\n2019-03-13 14:34:16.816785: I tensorflow/contrib/lite/toco/graph_transformations/graph_transformations.cc:39] Before general graph transformations: 4804 operators, 6804 arrays (0 quantized)\nSegmentation fault (core dumped)\n'
None```