Estimator training started at 18:14:08
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WARNING:tensorflow:From /Users/khalidsalama/anaconda/lib/python3.6/site-packages/tensorflow/contrib/timeseries/python/timeseries/head.py:63: get_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_global_step
INFO:tensorflow:Create CheckpointSaverHook.
INFO:tensorflow:Saving checkpoints for 1 into trained_models/ts-model-01/model.ckpt.
INFO:tensorflow:loss = 1.66503, step = 1
INFO:tensorflow:global_step/sec: 543.585
INFO:tensorflow:loss = 0.850968, step = 101 (0.187 sec)
INFO:tensorflow:global_step/sec: 731.17
INFO:tensorflow:loss = 0.649927, step = 201 (0.138 sec)
INFO:tensorflow:global_step/sec: 684.665
INFO:tensorflow:loss = 0.487094, step = 301 (0.145 sec)
INFO:tensorflow:global_step/sec: 833.445
INFO:tensorflow:loss = 0.569605, step = 401 (0.120 sec)
INFO:tensorflow:global_step/sec: 623.916
INFO:tensorflow:loss = 0.460963, step = 501 (0.159 sec)
INFO:tensorflow:global_step/sec: 597.425
INFO:tensorflow:loss = 0.502778, step = 601 (0.168 sec)
INFO:tensorflow:global_step/sec: 470.979
INFO:tensorflow:loss = 0.493022, step = 701 (0.212 sec)
INFO:tensorflow:global_step/sec: 343.837
INFO:tensorflow:loss = 0.412257, step = 801 (0.290 sec)
INFO:tensorflow:global_step/sec: 371.964
INFO:tensorflow:loss = 0.350348, step = 901 (0.269 sec)
INFO:tensorflow:Saving checkpoints for 1001 into trained_models/ts-model-01/model.ckpt.
INFO:tensorflow:global_step/sec: 103.922
INFO:tensorflow:loss = 0.516232, step = 1001 (0.962 sec)
INFO:tensorflow:global_step/sec: 646.596
INFO:tensorflow:loss = 0.404557, step = 1101 (0.155 sec)
INFO:tensorflow:global_step/sec: 672.509
INFO:tensorflow:loss = 0.321329, step = 1201 (0.148 sec)
INFO:tensorflow:global_step/sec: 289.56
INFO:tensorflow:loss = 0.344648, step = 1301 (0.346 sec)
INFO:tensorflow:global_step/sec: 297.505
INFO:tensorflow:loss = 0.335411, step = 1401 (0.337 sec)
INFO:tensorflow:global_step/sec: 310.657
INFO:tensorflow:loss = 0.383602, step = 1501 (0.321 sec)
INFO:tensorflow:global_step/sec: 312.375
INFO:tensorflow:loss = 0.383221, step = 1601 (0.320 sec)
INFO:tensorflow:global_step/sec: 330.774
INFO:tensorflow:loss = 0.386425, step = 1701 (0.302 sec)
INFO:tensorflow:global_step/sec: 332.913
INFO:tensorflow:loss = 0.366886, step = 1801 (0.300 sec)
INFO:tensorflow:global_step/sec: 384.255
INFO:tensorflow:loss = 0.349388, step = 1901 (0.261 sec)
INFO:tensorflow:Saving checkpoints for 2001 into trained_models/ts-model-01/model.ckpt.
INFO:tensorflow:global_step/sec: 87.2636
INFO:tensorflow:loss = 0.251073, step = 2001 (1.145 sec)
INFO:tensorflow:global_step/sec: 617.752
INFO:tensorflow:loss = 0.187764, step = 2101 (0.163 sec)
INFO:tensorflow:global_step/sec: 429.953
INFO:tensorflow:loss = 0.234391, step = 2201 (0.232 sec)
INFO:tensorflow:global_step/sec: 340.35
INFO:tensorflow:loss = 0.141446, step = 2301 (0.294 sec)
INFO:tensorflow:global_step/sec: 364.523
INFO:tensorflow:loss = 0.276592, step = 2401 (0.274 sec)
INFO:tensorflow:global_step/sec: 336.206
INFO:tensorflow:loss = 0.376084, step = 2501 (0.297 sec)
INFO:tensorflow:global_step/sec: 363.079
INFO:tensorflow:loss = 0.397516, step = 2601 (0.276 sec)
INFO:tensorflow:global_step/sec: 322.682
INFO:tensorflow:loss = 0.353017, step = 2701 (0.310 sec)
INFO:tensorflow:global_step/sec: 347.165
INFO:tensorflow:loss = 0.233479, step = 2801 (0.288 sec)
INFO:tensorflow:global_step/sec: 360.952
INFO:tensorflow:loss = 0.1621, step = 2901 (0.277 sec)
INFO:tensorflow:Saving checkpoints for 3001 into trained_models/ts-model-01/model.ckpt.
INFO:tensorflow:global_step/sec: 104.188
INFO:tensorflow:loss = 0.238634, step = 3001 (0.960 sec)
INFO:tensorflow:global_step/sec: 846.443
INFO:tensorflow:loss = 0.156613, step = 3101 (0.119 sec)
INFO:tensorflow:global_step/sec: 536.073
INFO:tensorflow:loss = 0.281067, step = 3201 (0.186 sec)
INFO:tensorflow:global_step/sec: 360.744
INFO:tensorflow:loss = 0.25406, step = 3301 (0.278 sec)
INFO:tensorflow:global_step/sec: 335.564
INFO:tensorflow:loss = 0.0482451, step = 3401 (0.300 sec)
INFO:tensorflow:global_step/sec: 289.561
INFO:tensorflow:loss = 0.212445, step = 3501 (0.344 sec)
INFO:tensorflow:global_step/sec: 341.376
INFO:tensorflow:loss = 0.248023, step = 3601 (0.296 sec)
INFO:tensorflow:global_step/sec: 363.465
INFO:tensorflow:loss = 0.269942, step = 3701 (0.272 sec)
INFO:tensorflow:global_step/sec: 334.795
INFO:tensorflow:loss = 0.33778, step = 3801 (0.299 sec)
INFO:tensorflow:global_step/sec: 334.494
INFO:tensorflow:loss = 0.337147, step = 3901 (0.298 sec)
INFO:tensorflow:Saving checkpoints for 4001 into trained_models/ts-model-01/model.ckpt.
INFO:tensorflow:global_step/sec: 102.928
INFO:tensorflow:loss = 0.237877, step = 4001 (0.972 sec)
INFO:tensorflow:global_step/sec: 730.177
INFO:tensorflow:loss = 0.254031, step = 4101 (0.136 sec)
INFO:tensorflow:global_step/sec: 521.267
INFO:tensorflow:loss = 0.201583, step = 4201 (0.192 sec)
INFO:tensorflow:global_step/sec: 347.999
INFO:tensorflow:loss = 0.35523, step = 4301 (0.287 sec)
INFO:tensorflow:global_step/sec: 284
INFO:tensorflow:loss = 0.341858, step = 4401 (0.357 sec)
INFO:tensorflow:global_step/sec: 336.694
INFO:tensorflow:loss = 0.21107, step = 4501 (0.292 sec)
INFO:tensorflow:global_step/sec: 362.771
INFO:tensorflow:loss = 0.263154, step = 4601 (0.276 sec)
INFO:tensorflow:global_step/sec: 307.023
INFO:tensorflow:loss = 0.347717, step = 4701 (0.326 sec)
INFO:tensorflow:global_step/sec: 313.093
INFO:tensorflow:loss = 0.203005, step = 4801 (0.320 sec)
INFO:tensorflow:global_step/sec: 302.496
INFO:tensorflow:loss = 0.303553, step = 4901 (0.330 sec)
INFO:tensorflow:Saving checkpoints for 5001 into trained_models/ts-model-01/model.ckpt.
INFO:tensorflow:global_step/sec: 86.1413
INFO:tensorflow:loss = 0.291631, step = 5001 (1.162 sec)
INFO:tensorflow:global_step/sec: 646.119
INFO:tensorflow:loss = 0.228301, step = 5101 (0.154 sec)
INFO:tensorflow:global_step/sec: 402.704
INFO:tensorflow:loss = 0.244433, step = 5201 (0.248 sec)
INFO:tensorflow:global_step/sec: 348.478
INFO:tensorflow:loss = 0.146858, step = 5301 (0.287 sec)
INFO:tensorflow:global_step/sec: 331.618
INFO:tensorflow:loss = 0.200547, step = 5401 (0.302 sec)
INFO:tensorflow:global_step/sec: 360.025
INFO:tensorflow:loss = 0.197802, step = 5501 (0.277 sec)
INFO:tensorflow:global_step/sec: 344.448
INFO:tensorflow:loss = 0.216406, step = 5601 (0.290 sec)
INFO:tensorflow:global_step/sec: 293.962
INFO:tensorflow:loss = 0.175904, step = 5701 (0.341 sec)
INFO:tensorflow:global_step/sec: 322.13
INFO:tensorflow:loss = 0.0980146, step = 5801 (0.311 sec)
INFO:tensorflow:global_step/sec: 336.292
INFO:tensorflow:loss = 0.234304, step = 5901 (0.297 sec)
INFO:tensorflow:Saving checkpoints for 6001 into trained_models/ts-model-01/model.ckpt.
INFO:tensorflow:global_step/sec: 100.437
INFO:tensorflow:loss = -0.0058751, step = 6001 (0.998 sec)
INFO:tensorflow:global_step/sec: 507.949
INFO:tensorflow:loss = 0.186584, step = 6101 (0.196 sec)
INFO:tensorflow:global_step/sec: 410.836
INFO:tensorflow:loss = 0.154873, step = 6201 (0.242 sec)
INFO:tensorflow:global_step/sec: 468.466
INFO:tensorflow:loss = 0.0428394, step = 6301 (0.216 sec)
INFO:tensorflow:global_step/sec: 327.601
INFO:tensorflow:loss = 0.375421, step = 6401 (0.302 sec)
INFO:tensorflow:global_step/sec: 266.047
INFO:tensorflow:loss = 0.220757, step = 6501 (0.377 sec)
INFO:tensorflow:global_step/sec: 251.078
INFO:tensorflow:loss = 0.250991, step = 6601 (0.398 sec)
INFO:tensorflow:global_step/sec: 290.443
INFO:tensorflow:loss = 0.222176, step = 6701 (0.346 sec)
INFO:tensorflow:global_step/sec: 232.003
INFO:tensorflow:loss = 0.1618, step = 6801 (0.429 sec)
INFO:tensorflow:global_step/sec: 219.744
INFO:tensorflow:loss = 0.0912539, step = 6901 (0.456 sec)
INFO:tensorflow:Saving checkpoints for 7001 into trained_models/ts-model-01/model.ckpt.
INFO:tensorflow:global_step/sec: 117.685
INFO:tensorflow:loss = 0.0487571, step = 7001 (0.851 sec)
INFO:tensorflow:global_step/sec: 556.62
INFO:tensorflow:loss = 0.236346, step = 7101 (0.178 sec)
INFO:tensorflow:global_step/sec: 364.922
INFO:tensorflow:loss = -0.0562252, step = 7201 (0.274 sec)
INFO:tensorflow:global_step/sec: 325.071
INFO:tensorflow:loss = 0.027012, step = 7301 (0.308 sec)
INFO:tensorflow:global_step/sec: 269.127
INFO:tensorflow:loss = 0.0512254, step = 7401 (0.371 sec)
INFO:tensorflow:global_step/sec: 320.375
INFO:tensorflow:loss = 0.232202, step = 7501 (0.312 sec)
INFO:tensorflow:global_step/sec: 328.149
INFO:tensorflow:loss = 0.311213, step = 7601 (0.305 sec)
INFO:tensorflow:global_step/sec: 334.126
INFO:tensorflow:loss = 0.130004, step = 7701 (0.300 sec)
INFO:tensorflow:global_step/sec: 323.778
INFO:tensorflow:loss = 0.232519, step = 7801 (0.309 sec)
INFO:tensorflow:global_step/sec: 344.553
INFO:tensorflow:loss = 0.277928, step = 7901 (0.289 sec)
INFO:tensorflow:Saving checkpoints for 8001 into trained_models/ts-model-01/model.ckpt.
INFO:tensorflow:global_step/sec: 92.4579
INFO:tensorflow:loss = 0.206559, step = 8001 (1.081 sec)
INFO:tensorflow:global_step/sec: 745.307
INFO:tensorflow:loss = 0.119412, step = 8101 (0.135 sec)
INFO:tensorflow:global_step/sec: 659.322
INFO:tensorflow:loss = 0.186125, step = 8201 (0.152 sec)
INFO:tensorflow:global_step/sec: 326.153
INFO:tensorflow:loss = 0.0857025, step = 8301 (0.308 sec)
INFO:tensorflow:global_step/sec: 314.509
INFO:tensorflow:loss = 0.196802, step = 8401 (0.317 sec)
INFO:tensorflow:global_step/sec: 344.262
INFO:tensorflow:loss = 0.114738, step = 8501 (0.290 sec)
INFO:tensorflow:global_step/sec: 339.656
INFO:tensorflow:loss = -0.0322237, step = 8601 (0.296 sec)
INFO:tensorflow:global_step/sec: 364.029
INFO:tensorflow:loss = 0.0980474, step = 8701 (0.273 sec)
INFO:tensorflow:global_step/sec: 361.378
INFO:tensorflow:loss = 0.121637, step = 8801 (0.277 sec)
INFO:tensorflow:global_step/sec: 325.178
INFO:tensorflow:loss = 0.302071, step = 8901 (0.308 sec)
INFO:tensorflow:Saving checkpoints for 9001 into trained_models/ts-model-01/model.ckpt.
INFO:tensorflow:global_step/sec: 83.2551
INFO:tensorflow:loss = 0.181996, step = 9001 (1.201 sec)
INFO:tensorflow:global_step/sec: 634.091
INFO:tensorflow:loss = 0.142162, step = 9101 (0.157 sec)
INFO:tensorflow:global_step/sec: 455.043
INFO:tensorflow:loss = 0.195377, step = 9201 (0.221 sec)
INFO:tensorflow:global_step/sec: 296.346
INFO:tensorflow:loss = 0.0804031, step = 9301 (0.336 sec)
INFO:tensorflow:global_step/sec: 310.874
INFO:tensorflow:loss = 0.128598, step = 9401 (0.322 sec)
INFO:tensorflow:global_step/sec: 267.677
INFO:tensorflow:loss = 0.00914577, step = 9501 (0.375 sec)
INFO:tensorflow:global_step/sec: 322.664
INFO:tensorflow:loss = 0.208348, step = 9601 (0.307 sec)
INFO:tensorflow:global_step/sec: 324.176
INFO:tensorflow:loss = 0.0411719, step = 9701 (0.309 sec)
INFO:tensorflow:global_step/sec: 318.406
INFO:tensorflow:loss = 0.144736, step = 9801 (0.314 sec)
INFO:tensorflow:global_step/sec: 293.695
INFO:tensorflow:loss = 0.0380919, step = 9901 (0.340 sec)
INFO:tensorflow:Saving checkpoints for 10000 into trained_models/ts-model-01/model.ckpt.
INFO:tensorflow:Loss for final step: 0.0386189.
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Estimator training finished at 18:14:48
Estimator training elapsed time: 40.041888 seconds