2019-10-15 13:37:28.015: INFO @api : Creating dataset 2019-10-15 13:37:30.341: INFO @api : DetectionDatasetWrapper created 2019-10-15 13:37:30.341: INFO @api : Creating a model 2019-10-15 13:37:30.361: WARNING @deprecation_wrapper: From /home/red/emloop-tensorflow/emloop_tensorflow/utils/profiler.py:12: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead. 2019-10-15 13:37:30.739: WARNING @model : Quantization trainign is experimental atm, please read the warning in the docs first. 2019-10-15 13:37:30.740: INFO @model : Creating TF model on 1 GPU devices 2019-10-15 13:37:30.740: WARNING @deprecation_wrapper: From /home/red/emloop-tensorflow/emloop_tensorflow/model.py:415: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. 2019-10-15 13:37:31.259: WARNING @deprecation_wrapper: From /home/red/emloop-tensorflow/emloop_tensorflow/model.py:140: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead. 2019-10-15 13:37:31.259: WARNING @deprecation_wrapper: From /home/red/emloop-tensorflow/emloop_tensorflow/model.py:140: The name tf.get_variable_scope is deprecated. Please use tf.compat.v1.get_variable_scope instead. 2019-10-15 13:37:31.259: WARNING @deprecation_wrapper: From /home/red/emloop-tensorflow/emloop_tensorflow/model.py:140: The name tf.AUTO_REUSE is deprecated. Please use tf.compat.v1.AUTO_REUSE instead. 2019-10-15 13:37:31.713: WARNING @deprecation : From /home/red/faces/models/ssd.py:94: conv2d (from tensorflow.python.layers.convolutional) is deprecated and will be removed in a future version. Instructions for updating: Use `tf.keras.layers.Conv2D` instead. 2019-10-15 13:37:31.714: WARNING @deprecation : From /usr/lib/python3.7/site-packages/tensorflow/python/ops/init_ops.py:1251: calling VarianceScaling.__init__ (from tensorflow.python.ops.init_ops) with dtype is deprecated and will be removed in a future version. Instructions for updating: Call initializer instance with the dtype argument instead of passing it to the constructor 2019-10-15 13:37:31.741: INFO @ssd : Output layer 0: [42, 75] 2019-10-15 13:37:31.786: INFO @ssd : Output layer 1: [21, 38] 2019-10-15 13:37:31.832: INFO @ssd : Output layer 2: [11, 19] 2019-10-15 13:37:31.877: INFO @ssd : Output layer 3: [6, 10] 2019-10-15 13:37:31.915: WARNING @deprecation : From /home/red/faces/models/ssd.py:154: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. Instructions for updating: Use tf.where in 2.0, which has the same broadcast rule as np.where 2019-10-15 13:37:31.925: INFO @model : Applying quantization aware training updates with 0 delay 2019-10-15 13:37:34.067: WARNING @deprecation_wrapper: From /home/red/emloop-tensorflow/emloop_tensorflow/model.py:180: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead. 2019-10-15 13:37:35.001: WARNING @deprecation_wrapper: From /home/red/faces/models/ssd.py:175: The name tf.train.import_meta_graph is deprecated. Please use tf.compat.v1.train.import_meta_graph instead. 2019-10-15 13:37:35.488: WARNING @deprecation : From /usr/lib/python3.7/site-packages/tensorflow/python/training/saver.py:1276: checkpoint_exists (from tensorflow.python.training.checkpoint_management) is deprecated and will be removed in a future version. Instructions for updating: Use standard file APIs to check for files with this prefix. 2019-10-15 13:37:35.489: INFO @saver : Restoring parameters from log/MultiSSDMedium_stupefied-lumiere/model_best.ckpt 2019-10-15 13:37:42.568: WARNING @ssd : Could not initialize cnn/ConvBlock_0/inner/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.568: WARNING @ssd : Could not initialize cnn/ConvBlock_0/inner/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.569: WARNING @ssd : Could not initialize cnn/ConvBlock_0/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.569: WARNING @ssd : Could not initialize cnn/ConvBlock_0/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.569: WARNING @ssd : Could not initialize cnn/ConvBlock_0/inner/act_quant/cnn/ConvBlock_0/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.569: WARNING @ssd : Could not initialize cnn/ConvBlock_0/inner/act_quant/cnn/ConvBlock_0/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.569: WARNING @ssd : Could not initialize cnn/ConvBlock_0/inner/act_quant/cnn/ConvBlock_0/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.569: WARNING @ssd : Could not initialize cnn/ConvBlock_0/inner/act_quant/cnn/ConvBlock_0/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.569: WARNING @ssd : Could not initialize cnn/ConvBlock_1/inner/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.569: WARNING @ssd : Could not initialize cnn/ConvBlock_1/inner/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.569: WARNING @ssd : Could not initialize cnn/ConvBlock_1/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.569: WARNING @ssd : Could not initialize cnn/ConvBlock_1/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_1/inner/act_quant/cnn/ConvBlock_1/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_1/inner/act_quant/cnn/ConvBlock_1/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_1/inner/act_quant/cnn/ConvBlock_1/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_1/inner/act_quant/cnn/ConvBlock_1/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_2/inner/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_2/inner/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_2/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_2/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_2/inner/act_quant/cnn/ConvBlock_2/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_2/inner/act_quant/cnn/ConvBlock_2/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_2/inner/act_quant/cnn/ConvBlock_2/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_2/inner/act_quant/cnn/ConvBlock_2/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.570: WARNING @ssd : Could not initialize cnn/ConvBlock_3/inner/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_3/inner/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_3/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_3/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_3/inner/act_quant/cnn/ConvBlock_3/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_3/inner/act_quant/cnn/ConvBlock_3/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_3/inner/act_quant/cnn/ConvBlock_3/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_3/inner/act_quant/cnn/ConvBlock_3/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_5/inner/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_5/inner/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_5/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_5/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_5/inner/act_quant/cnn/ConvBlock_5/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_5/inner/act_quant/cnn/ConvBlock_5/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.571: WARNING @ssd : Could not initialize cnn/ConvBlock_5/inner/act_quant/cnn/ConvBlock_5/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_5/inner/act_quant/cnn/ConvBlock_5/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_6/inner/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_6/inner/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_6/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_6/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_6/inner/act_quant/cnn/ConvBlock_6/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_6/inner/act_quant/cnn/ConvBlock_6/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_6/inner/act_quant/cnn/ConvBlock_6/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_6/inner/act_quant/cnn/ConvBlock_6/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_7/inner/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_7/inner/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_7/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_7/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_7/inner/act_quant/cnn/ConvBlock_7/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.572: WARNING @ssd : Could not initialize cnn/ConvBlock_7/inner/act_quant/cnn/ConvBlock_7/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_7/inner/act_quant/cnn/ConvBlock_7/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_7/inner/act_quant/cnn/ConvBlock_7/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_9/inner/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_9/inner/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_9/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_9/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_9/inner/act_quant/cnn/ConvBlock_9/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_9/inner/act_quant/cnn/ConvBlock_9/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_9/inner/act_quant/cnn/ConvBlock_9/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_9/inner/act_quant/cnn/ConvBlock_9/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_10/inner/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_10/inner/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_10/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_10/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_10/inner/act_quant/cnn/ConvBlock_10/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_10/inner/act_quant/cnn/ConvBlock_10/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.573: WARNING @ssd : Could not initialize cnn/ConvBlock_10/inner/act_quant/cnn/ConvBlock_10/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize cnn/ConvBlock_10/inner/act_quant/cnn/ConvBlock_10/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize cnn/ConvBlock_11/inner/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize cnn/ConvBlock_11/inner/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize cnn/ConvBlock_11/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize cnn/ConvBlock_11/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize cnn/ConvBlock_11/inner/act_quant/cnn/ConvBlock_11/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize cnn/ConvBlock_11/inner/act_quant/cnn/ConvBlock_11/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize cnn/ConvBlock_11/inner/act_quant/cnn/ConvBlock_11/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize cnn/ConvBlock_11/inner/act_quant/cnn/ConvBlock_11/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize ConvBlock_0/inner/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize ConvBlock_0/inner/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize ConvBlock_0/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize ConvBlock_0/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize ConvBlock_0/inner/act_quant/ConvBlock_0/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize ConvBlock_0/inner/act_quant/ConvBlock_0/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize ConvBlock_0/inner/act_quant/ConvBlock_0/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize ConvBlock_0/inner/act_quant/ConvBlock_0/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.574: WARNING @ssd : Could not initialize conv2d_1/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.575: WARNING @ssd : Could not initialize conv2d_1/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.575: WARNING @ssd : Could not initialize conv2d_1/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.575: WARNING @ssd : Could not initialize conv2d_1/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.575: WARNING @ssd : Could not initialize conv2d_1/act_quant/conv2d_1/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.575: WARNING @ssd : Could not initialize conv2d_1/act_quant/conv2d_1/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.575: WARNING @ssd : Could not initialize conv2d_1/act_quant/conv2d_1/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.575: WARNING @ssd : Could not initialize conv2d_1/act_quant/conv2d_1/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.575: WARNING @ssd : Could not initialize ConvBlock_0_1/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.575: WARNING @ssd : Could not initialize ConvBlock_0_1/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.575: WARNING @ssd : Could not initialize ConvBlock_0_1/inner/act_quant/ConvBlock_0_1/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.575: WARNING @ssd : Could not initialize ConvBlock_0_1/inner/act_quant/ConvBlock_0_1/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize ConvBlock_0_1/inner/act_quant/ConvBlock_0_1/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize ConvBlock_0_1/inner/act_quant/ConvBlock_0_1/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize conv2d_4/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize conv2d_4/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize conv2d_4/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize conv2d_4/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize conv2d_4/act_quant/conv2d_4/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize conv2d_4/act_quant/conv2d_4/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize conv2d_4/act_quant/conv2d_4/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize conv2d_4/act_quant/conv2d_4/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize ConvBlock_0_2/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize ConvBlock_0_2/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize ConvBlock_0_2/inner/act_quant/ConvBlock_0_2/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize ConvBlock_0_2/inner/act_quant/ConvBlock_0_2/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize ConvBlock_0_2/inner/act_quant/ConvBlock_0_2/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize ConvBlock_0_2/inner/act_quant/ConvBlock_0_2/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize conv2d_7/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.576: WARNING @ssd : Could not initialize conv2d_7/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_7/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_7/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_7/act_quant/conv2d_7/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_7/act_quant/conv2d_7/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_7/act_quant/conv2d_7/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_7/act_quant/conv2d_7/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize ConvBlock_0_3/inner/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize ConvBlock_0_3/inner/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize ConvBlock_0_3/inner/act_quant/ConvBlock_0_3/inner/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize ConvBlock_0_3/inner/act_quant/ConvBlock_0_3/inner/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize ConvBlock_0_3/inner/act_quant/ConvBlock_0_3/inner/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize ConvBlock_0_3/inner/act_quant/ConvBlock_0_3/inner/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_10/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_10/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_10/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_10/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_10/act_quant/conv2d_10/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_10/act_quant/conv2d_10/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.577: WARNING @ssd : Could not initialize conv2d_10/act_quant/conv2d_10/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d_10/act_quant/conv2d_10/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d/act_quant/conv2d/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d/act_quant/conv2d/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d/act_quant/conv2d/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d/act_quant/conv2d/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d_2/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d_2/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d_2/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d_2/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d_2/act_quant/conv2d_2/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d_2/act_quant/conv2d_2/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d_2/act_quant/conv2d_2/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d_2/act_quant/conv2d_2/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d_3/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.578: WARNING @ssd : Could not initialize conv2d_3/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_3/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_3/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_3/act_quant/conv2d_3/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_3/act_quant/conv2d_3/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_3/act_quant/conv2d_3/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_3/act_quant/conv2d_3/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_5/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_5/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_5/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_5/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_5/act_quant/conv2d_5/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_5/act_quant/conv2d_5/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_5/act_quant/conv2d_5/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_5/act_quant/conv2d_5/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_6/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_6/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_6/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_6/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.579: WARNING @ssd : Could not initialize conv2d_6/act_quant/conv2d_6/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_6/act_quant/conv2d_6/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_6/act_quant/conv2d_6/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_6/act_quant/conv2d_6/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_8/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_8/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_8/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_8/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_8/act_quant/conv2d_8/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_8/act_quant/conv2d_8/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_8/act_quant/conv2d_8/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_8/act_quant/conv2d_8/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_9/weights_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_9/weights_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_9/act_quant/min:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_9/act_quant/max:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_9/act_quant/conv2d_9/act_quant/min/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_9/act_quant/conv2d_9/act_quant/min/local_step:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_9/act_quant/conv2d_9/act_quant/max/biased:0 as it is missing in the source graph 2019-10-15 13:37:42.580: WARNING @ssd : Could not initialize conv2d_9/act_quant/conv2d_9/act_quant/max/local_step:0 as it is missing in the source graph 2019-10-15 13:37:58.825: INFO @model : Number of parameters: 1135280 2019-10-15 13:37:58.826: INFO @api : SSDNetwork created 2019-10-15 13:37:58.826: INFO @api : Creating hooks 2019-10-15 13:37:58.833: INFO @api : PostprocessSSDPredictions created 2019-10-15 13:37:58.833: INFO @api : DecayLR created 2019-10-15 13:37:58.843: INFO @api : ComputeDetectionMetrics created 2019-10-15 13:37:58.844: INFO @api : ComputeStats created 2019-10-15 13:37:58.845: INFO @api : LogVariables created 2019-10-15 13:37:58.846: INFO @api : LogProfile created 2019-10-15 13:37:58.846: INFO @api : LogDir created 2019-10-15 13:37:58.847: WARNING @deprecation_wrapper: From /home/red/emloop-tensorflow/emloop_tensorflow/hooks/write_tensorboard.py:78: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead. 2019-10-15 13:37:58.847: INFO @api : WriteTensorBoard created 2019-10-15 13:37:58.848: INFO @api : ShowProgress created 2019-10-15 13:37:58.848: INFO @api : SaveBest created 2019-10-15 13:37:58.849: INFO @api : StopAfter created 2019-10-15 13:37:58.850: WARNING @api : TrainingTrace hook added between hooks. Add it to your config.yaml to suppress this warning. 2019-10-15 13:37:58.850: INFO @api : Creating main loop 2019-10-15 13:37:58.850: INFO @log_dir : Output dir: ./log/MultiSSDMedium_upbeat-lamport 2019-10-15 13:37:58.851: INFO @main_loop : Training epoch 1 2019-10-15 13:38:00.165: WARNING @main_loop : Some sources provided by the stream do not match model placeholders. Set `main_loop.on_unused_sources` to `ignore` in order to suppress this warning. Extra sources: ['filenames', 'box_classes', 'image_sizes'] 2019-10-15 13:47:58.230: INFO @decay_lr : LR updated to `5.5074008e-05` 2019-10-15 13:47:58.243: INFO @log_variables: plain_train box_f1 mean: nan 2019-10-15 13:47:58.244: INFO @log_variables: plain_train box_recall mean: nan 2019-10-15 13:47:58.244: INFO @log_variables: plain_train box_precision mean: nan 2019-10-15 13:47:58.244: INFO @log_variables: plain_train face_box_f1 mean: nan 2019-10-15 13:47:58.244: INFO @log_variables: plain_train body_box_f1 mean: nan 2019-10-15 13:47:58.244: INFO @log_variables: plain_train face_box_recall mean: nan 2019-10-15 13:47:58.244: INFO @log_variables: plain_train body_box_recall mean: nan 2019-10-15 13:47:58.244: INFO @log_variables: plain_train face_box_precision mean: nan 2019-10-15 13:47:58.244: INFO @log_variables: plain_train body_box_precision mean: nan 2019-10-15 13:47:58.244: INFO @log_variables: plain_train loss mean: 1.124973 2019-10-15 13:47:58.244: INFO @log_variables: plain_train localisation_loss mean: 0.977068 2019-10-15 13:47:58.244: INFO @log_variables: plain_train classification_loss mean: 0.636439 2019-10-15 13:47:58.244: INFO @log_variables: valid box_f1 mean: 0.746079 2019-10-15 13:47:58.244: INFO @log_variables: valid box_recall mean: 0.854132 2019-10-15 13:47:58.244: INFO @log_variables: valid box_precision mean: 0.681906 2019-10-15 13:47:58.244: INFO @log_variables: valid face_box_f1 mean: 0.503576 2019-10-15 13:47:58.244: INFO @log_variables: valid body_box_f1 mean: 0.784013 2019-10-15 13:47:58.244: INFO @log_variables: valid face_box_recall mean: 0.582167 2019-10-15 13:47:58.245: INFO @log_variables: valid body_box_recall mean: 0.868960 2019-10-15 13:47:58.245: INFO @log_variables: valid face_box_precision mean: 0.438370 2019-10-15 13:47:58.245: INFO @log_variables: valid body_box_precision mean: 0.746826 2019-10-15 13:47:58.245: INFO @log_variables: valid loss mean: 1.158898 2019-10-15 13:47:58.245: INFO @log_variables: valid localisation_loss mean: 1.069918 2019-10-15 13:47:58.245: INFO @log_variables: valid classification_loss mean: 0.623939 2019-10-15 13:47:58.245: INFO @log_dir : Output dir: ./log/MultiSSDMedium_upbeat-lamport 2019-10-15 13:47:58.246: WARNING @deprecation_wrapper: From /home/red/emloop-tensorflow/emloop_tensorflow/model.py:301: The name tf.train.write_graph is deprecated. Please use tf.io.write_graph instead. 2019-10-15 13:47:58.884: INFO @model : Quantizing and saving the model 2019-10-15 13:47:59.081: INFO @ssd : Output layer 0: [42, 75] 2019-10-15 13:47:59.128: INFO @ssd : Output layer 1: [21, 38] 2019-10-15 13:47:59.173: INFO @ssd : Output layer 2: [11, 19] 2019-10-15 13:47:59.222: INFO @ssd : Output layer 3: [6, 10] 2019-10-15 13:47:59.579: INFO @model : Copying variables to the eval graph, this may take a while 2019-10-15 13:48:12.083: INFO @model : Converting model with inputs [] and outputs f[, ] 2019-10-15 13:48:12.186: WARNING @deprecation : From /usr/lib/python3.7/site-packages/tensorflow/lite/python/util.py:238: convert_variables_to_constants (from tensorflow.python.framework.graph_util_impl) is deprecated and will be removed in a future version. Instructions for updating: Use `tf.compat.v1.graph_util.convert_variables_to_constants` 2019-10-15 13:48:12.186: WARNING @deprecation : From /usr/lib/python3.7/site-packages/tensorflow/python/framework/graph_util_impl.py:270: extract_sub_graph (from tensorflow.python.framework.graph_util_impl) is deprecated and will be removed in a future version. Instructions for updating: Use `tf.compat.v1.graph_util.extract_sub_graph` 2019-10-15 13:48:12.267: INFO @graph_util_impl: Froze 138 variables. 2019-10-15 13:48:12.283: INFO @graph_util_impl: Converted 138 variables to const ops. 2019-10-15 13:48:14.330: INFO @model : Saving the quantized model to `./log/MultiSSDMedium_upbeat-lamport/quantized.tflite` 2019-10-15 13:48:14.355: INFO @save : Model saved to: ./log/MultiSSDMedium_upbeat-lamport/model_best.ckpt 2019-10-15 13:48:14.361: INFO @log_profile : T plain_train: 549.056178 2019-10-15 13:48:14.362: INFO @log_profile : T valid: 18.532653 2019-10-15 13:48:14.362: INFO @log_profile : T read data: 9.465857 2019-10-15 13:48:14.362: INFO @log_profile : T hooks: 36.542378 2019-10-15 13:48:14.362: INFO @main_loop : Epoch 1 done 2019-10-15 13:48:14.362: INFO @main_loop : Training epoch 2 2019-10-15 13:58:19.672: INFO @decay_lr : LR updated to `5.479864e-05` 2019-10-15 13:58:19.686: INFO @log_variables: plain_train box_f1 mean: nan 2019-10-15 13:58:19.686: INFO @log_variables: plain_train box_recall mean: nan 2019-10-15 13:58:19.686: INFO @log_variables: plain_train box_precision mean: nan 2019-10-15 13:58:19.686: INFO @log_variables: plain_train face_box_f1 mean: nan 2019-10-15 13:58:19.687: INFO @log_variables: plain_train body_box_f1 mean: nan 2019-10-15 13:58:19.687: INFO @log_variables: plain_train face_box_recall mean: nan 2019-10-15 13:58:19.687: INFO @log_variables: plain_train body_box_recall mean: nan 2019-10-15 13:58:19.687: INFO @log_variables: plain_train face_box_precision mean: nan 2019-10-15 13:58:19.687: INFO @log_variables: plain_train body_box_precision mean: nan 2019-10-15 13:58:19.687: INFO @log_variables: plain_train loss mean: 1.126777 2019-10-15 13:58:19.687: INFO @log_variables: plain_train localisation_loss mean: 0.978591 2019-10-15 13:58:19.687: INFO @log_variables: plain_train classification_loss mean: 0.637481 2019-10-15 13:58:19.687: INFO @log_variables: valid box_f1 mean: 0.733985 2019-10-15 13:58:19.687: INFO @log_variables: valid box_recall mean: 0.857419 2019-10-15 13:58:19.687: INFO @log_variables: valid box_precision mean: 0.661370 2019-10-15 13:58:19.687: INFO @log_variables: valid face_box_f1 mean: 0.509156 2019-10-15 13:58:19.687: INFO @log_variables: valid body_box_f1 mean: 0.761232 2019-10-15 13:58:19.687: INFO @log_variables: valid face_box_recall mean: 0.573754 2019-10-15 13:58:19.687: INFO @log_variables: valid body_box_recall mean: 0.877024 2019-10-15 13:58:19.687: INFO @log_variables: valid face_box_precision mean: 0.445758 2019-10-15 13:58:19.688: INFO @log_variables: valid body_box_precision mean: 0.707875 2019-10-15 13:58:19.688: INFO @log_variables: valid loss mean: 1.148825 2019-10-15 13:58:19.688: INFO @log_variables: valid localisation_loss mean: 1.067922 2019-10-15 13:58:19.688: INFO @log_variables: valid classification_loss mean: 0.614864 2019-10-15 13:58:19.688: INFO @log_dir : Output dir: ./log/MultiSSDMedium_upbeat-lamport 2019-10-15 13:58:19.691: INFO @log_profile : T plain_train: 554.690065 2019-10-15 13:58:19.691: INFO @log_profile : T valid: 18.499322 2019-10-15 13:58:19.691: INFO @log_profile : T read data: 8.378851 2019-10-15 13:58:19.691: INFO @log_profile : T hooks: 21.844557 2019-10-15 13:58:19.691: INFO @main_loop : Epoch 2 done 2019-10-15 13:58:19.691: INFO @main_loop : Training epoch 3 2019-10-15 14:05:52.728: WARNING @misc : Interrupt signal caught - training will be terminated 2019-10-15 14:05:52.728: WARNING @misc : Another interrupt signal will terminate the program immediately 2019-10-15 14:05:52.730: INFO @main_loop : Training terminated: Interrupt signal caught 2019-10-15 14:05:52.730: INFO @log_dir : Output dir: ./log/MultiSSDMedium_upbeat-lamport