['1/100', '4.520134', '4.520134', '0.154647', '0.334504', '0.003766', '0.017301', '3.923089', '3.923089', '0.218029', '0.446534', '0.003345', '0.016046', '0:20:39']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['2/100', '3.099400', '3.099400', '0.337466', '0.592834', '0.003839', '0.016920', '3.169466', '3.169466', '0.327224', '0.585757', '0.003345', '0.013622', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['3/100', '2.583204', '2.581862', '0.426245', '0.684249', '0.017932', '0.071238', '2.717645', '2.716252', '0.400381', '0.666887', '0.021975', '0.079046', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['4/100', '2.324709', '2.319668', '0.474237', '0.728491', '0.040468', '0.132849', '2.516879', '2.511562', '0.440605', '0.699059', '0.034575', '0.115465', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['5/100', '2.166510', '2.156089', '0.505453', '0.754982', '0.072573', '0.205867', '2.366109', '2.354817', '0.464864', '0.725561', '0.059115', '0.171795', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['6/100', '2.065364', '2.048714', '0.525962', '0.771595', '0.110728', '0.281045', '2.390649', '2.370610', '0.463582', '0.724079', '0.069291', '0.194531', '0:19:45']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['7/100', '1.990908', '1.967612', '0.542404', '0.784320', '0.151197', '0.350494', '2.157690', '2.131619', '0.508273', '0.760978', '0.117929', '0.291166', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['8/100', '1.933047', '1.902971', '0.555345', '0.793888', '0.191522', '0.411938', '2.263908', '2.231718', '0.494151', '0.747236', '0.173878', '0.385196', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['9/100', '1.885153', '1.847982', '0.565972', '0.801961', '0.226103', '0.460926', '2.103687', '2.063824', '0.523257', '0.773858', '0.204587', '0.437119', '0:19:46']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['10/100', '1.841240', '1.796842', '0.576480', '0.810154', '0.258442', '0.502269', '2.088506', '2.036654', '0.528045', '0.775401', '0.206911', '0.436999', '0:19:48']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['11/100', '1.793925', '1.741856', '0.587414', '0.818063', '0.286308', '0.537456', '1.986905', '1.930995', '0.549760', '0.794451', '0.258534', '0.505228', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['12/100', '1.759798', '1.699787', '0.595535', '0.824458', '0.310234', '0.565180', '2.106892', '2.036568', '0.530409', '0.776943', '0.245433', '0.490465', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['13/100', '1.737630', '1.669515', '0.601712', '0.828872', '0.330559', '0.586663', '2.057185', '1.974214', '0.540104', '0.788161', '0.262460', '0.506591', '0:19:54']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['14/100', '1.720672', '1.644093', '0.607370', '0.832230', '0.347261', '0.605065', '2.014852', '1.929512', '0.552123', '0.794651', '0.323878', '0.581070', '0:19:55']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['15/100', '1.708507', '1.623180', '0.610851', '0.835622', '0.361658', '0.620205', '1.972038', '1.876246', '0.559275', '0.803185', '0.325300', '0.581490', '0:19:53']
['16/100', '1.701142', '1.606808', '0.614121', '0.837828', '0.374676', '0.633111', '1.997899', '1.894302', '0.555048', '0.798658', '0.334315', '0.595272', '0:19:51']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['17/100', '1.699107', '1.595429', '0.616539', '0.839356', '0.385453', '0.643806', '1.946300', '1.827188', '0.571695', '0.810837', '0.349359', '0.612580', '0:19:54']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['18/100', '1.695375', '1.582011', '0.620003', '0.841344', '0.394557', '0.652961', '1.972568', '1.848059', '0.566587', '0.805990', '0.362961', '0.625060', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['19/100', '1.695782', '1.572804', '0.621310', '0.843063', '0.402812', '0.660936', '1.906291', '1.766186', '0.581751', '0.816246', '0.365645', '0.632091', '0:19:56']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['20/100', '1.695228', '1.562408', '0.623949', '0.844389', '0.410422', '0.668277', '1.955060', '1.807770', '0.573498', '0.811478', '0.376522', '0.640845', '0:19:55']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['21/100', '1.696157', '1.553154', '0.625123', '0.845699', '0.417233', '0.674757', '1.968243', '1.804718', '0.573377', '0.814663', '0.386438', '0.651663', '0:19:51']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['22/100', '1.699467', '1.546525', '0.626779', '0.846755', '0.422988', '0.680541', '2.021269', '1.837656', '0.566266', '0.806651', '0.383053', '0.642188', '0:19:55']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['23/100', '1.702388', '1.539070', '0.628367', '0.847933', '0.429030', '0.685893', '1.996095', '1.806910', '0.573097', '0.810777', '0.389463', '0.658253', '0:19:53']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['24/100', '1.706280', '1.532418', '0.630066', '0.848832', '0.434128', '0.690328', '2.232634', '1.984915', '0.545453', '0.785096', '0.337740', '0.587280', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['25/100', '1.710296', '1.526333', '0.631455', '0.849579', '0.439114', '0.694791', '1.986071', '1.768037', '0.580950', '0.818069', '0.404547', '0.666466', '0:19:52']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['26/100', '1.716082', '1.521212', '0.632768', '0.850356', '0.442926', '0.698364', '1.958058', '1.742448', '0.586238', '0.821915', '0.414824', '0.674920', '0:19:48']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['27/100', '1.722258', '1.517090', '0.633317', '0.851399', '0.446821', '0.701686', '2.077525', '1.825436', '0.569752', '0.808834', '0.389764', '0.654347', '0:19:52']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['28/100', '1.727979', '1.512856', '0.634179', '0.851864', '0.450872', '0.705653', '2.026435', '1.776124', '0.579187', '0.816687', '0.409816', '0.670433', '0:19:48']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['29/100', '1.733468', '1.507950', '0.635389', '0.852601', '0.454103', '0.708069', '2.180000', '1.907974', '0.555429', '0.797857', '0.377424', '0.638121', '0:19:50']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['30/100', '1.739949', '1.504730', '0.636635', '0.853385', '0.457327', '0.711268', '1.960587', '1.697779', '0.594732', '0.827244', '0.425741', '0.690485', '0:20:01']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
['31/100', '1.746900', '1.501666', '0.637306', '0.853217', '0.460219', '0.713468', '2.013282', '1.704317', '0.591947', '0.827664', '0.422196', '0.683534', '0:19:45']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['32/100', '1.752943', '1.498129', '0.638033', '0.854299', '0.463100', '0.716463', '2.116317', '1.812089', '0.576142', '0.812320', '0.427644', '0.685196', '0:19:51']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['33/100', '1.758223', '1.494409', '0.639066', '0.854943', '0.466056', '0.719015', '1.996252', '1.677426', '0.599038', '0.830349', '0.430849', '0.694551', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['34/100', '1.765357', '1.492334', '0.639491', '0.855419', '0.468859', '0.721078', '2.120889', '1.758701', '0.584415', '0.818870', '0.402905', '0.660958', '0:19:55']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['35/100', '1.771922', '1.490823', '0.640833', '0.855758', '0.470619', '0.723044', '2.059493', '1.736622', '0.585497', '0.821394', '0.439884', '0.698878', '0:19:45']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['36/100', '1.777365', '1.488103', '0.641207', '0.856430', '0.473815', '0.725798', '2.010243', '1.648610', '0.605629', '0.834075', '0.434475', '0.697536', '0:19:52']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['37/100', '1.785634', '1.488069', '0.641934', '0.856339', '0.475512', '0.726851', '2.080791', '1.712779', '0.590224', '0.824179', '0.439623', '0.697576', '0:19:45']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['38/100', '1.791648', '1.487537', '0.641811', '0.856756', '0.478505', '0.728858', '2.075642', '1.709296', '0.593570', '0.825541', '0.443309', '0.701703', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['39/100', '1.795629', '1.484425', '0.643122', '0.857397', '0.480858', '0.731224', '2.093063', '1.683058', '0.598117', '0.829087', '0.432332', '0.693329', '0:19:58']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['40/100', '1.803716', '1.487089', '0.642500', '0.857078', '0.482376', '0.732365', '2.073228', '1.693415', '0.595092', '0.828566', '0.444371', '0.702384', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['41/100', '1.809248', '1.487226', '0.642627', '0.857144', '0.484862', '0.734523', '2.041489', '1.646203', '0.602644', '0.834796', '0.452885', '0.715645', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['42/100', '1.816079', '1.489809', '0.643165', '0.856586', '0.486460', '0.735599', '2.098478', '1.682258', '0.598217', '0.828365', '0.446935', '0.703085', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['43/100', '1.819226', '1.489082', '0.642965', '0.856857', '0.488857', '0.737641', '2.107165', '1.709140', '0.594371', '0.826963', '0.445773', '0.707672', '0:19:50']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['44/100', '1.825518', '1.491803', '0.642805', '0.856896', '0.490102', '0.739148', '2.117990', '1.703673', '0.592768', '0.825901', '0.441326', '0.701022', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['45/100', '1.828987', '1.492041', '0.642566', '0.856823', '0.492543', '0.740603', '2.077650', '1.658892', '0.602424', '0.832332', '0.451663', '0.711378', '0:19:44']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['46/100', '1.832549', '1.493941', '0.642943', '0.856672', '0.495002', '0.742834', '2.081330', '1.690516', '0.596955', '0.826542', '0.470653', '0.729347', '0:19:55']
['47/100', '1.835196', '1.495284', '0.642228', '0.856601', '0.496605', '0.744691', '2.077711', '1.682349', '0.597696', '0.829848', '0.467628', '0.725741', '0:19:54']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['48/100', '1.839704', '1.498730', '0.642010', '0.856066', '0.498187', '0.745785', '2.155330', '1.701444', '0.594692', '0.827284', '0.454567', '0.712119', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['49/100', '1.842704', '1.502422', '0.641651', '0.855487', '0.500355', '0.746993', '2.195388', '1.723004', '0.588962', '0.822957', '0.444932', '0.704046', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['50/100', '1.845111', '1.505168', '0.641171', '0.855477', '0.501851', '0.748073', '2.072467', '1.670535', '0.599159', '0.831150', '0.478085', '0.736358', '0:19:48']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['51/100', '1.845744', '1.507212', '0.640998', '0.855112', '0.504325', '0.750623', '2.096735', '1.698620', '0.597416', '0.828025', '0.473097', '0.731030', '0:19:50']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['52/100', '1.845580', '1.508512', '0.639995', '0.855520', '0.505851', '0.752045', '2.039167', '1.653260', '0.605228', '0.832632', '0.487139', '0.741787', '0:19:43']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['53/100', '1.834728', '1.503756', '0.641305', '0.855863', '0.507875', '0.753344', '1.999186', '1.627545', '0.610276', '0.837841', '0.490304', '0.745873', '0:19:44']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['54/100', '1.822606', '1.494970', '0.643346', '0.857247', '0.510045', '0.754834', '2.040957', '1.663459', '0.602163', '0.832793', '0.479147', '0.736458', '0:19:45']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['55/100', '1.810292', '1.484944', '0.645211', '0.858398', '0.511403', '0.756284', '2.119732', '1.716071', '0.591146', '0.825220', '0.466546', '0.726502', '0:19:45']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['56/100', '1.800046', '1.477921', '0.647320', '0.858776', '0.513192', '0.757636', '2.109154', '1.714363', '0.593670', '0.824039', '0.470994', '0.725982', '0:19:59']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['57/100', '1.787299', '1.466694', '0.649927', '0.860562', '0.515065', '0.759429', '2.016560', '1.640639', '0.609615', '0.835136', '0.488141', '0.741767', '0:19:46']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['58/100', '1.775324', '1.456363', '0.651488', '0.862134', '0.517449', '0.760969', '2.144448', '1.722888', '0.591627', '0.822676', '0.460717', '0.715144', '0:19:52']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['59/100', '1.764601', '1.446165', '0.653121', '0.863533', '0.519020', '0.761978', '1.986572', '1.623267', '0.613061', '0.837600', '0.495353', '0.750260', '0:19:45']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['60/100', '1.750096', '1.433826', '0.656242', '0.865133', '0.521694', '0.764369', '2.049168', '1.653434', '0.604387', '0.834575', '0.480469', '0.736258', '0:19:52']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['61/100', '1.738320', '1.422062', '0.658678', '0.866963', '0.523351', '0.765112', '1.970257', '1.573692', '0.620373', '0.844271', '0.496354', '0.751422', '0:19:48']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['62/100', '1.724864', '1.408954', '0.661036', '0.868603', '0.525352', '0.767159', '1.964285', '1.605287', '0.612780', '0.840325', '0.503125', '0.758013', '0:19:49']
['63/100', '1.712499', '1.396750', '0.664094', '0.870429', '0.526640', '0.768017', '1.910469', '1.568355', '0.622095', '0.845873', '0.509756', '0.760276', '0:19:54']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['64/100', '1.700961', '1.386176', '0.666400', '0.871950', '0.528780', '0.769653', '1.941016', '1.577321', '0.620914', '0.844752', '0.504507', '0.760156', '0:19:50']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['65/100', '1.686180', '1.371398', '0.669575', '0.874084', '0.530900', '0.771439', '1.915779', '1.564092', '0.624559', '0.846735', '0.510477', '0.758934', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['66/100', '1.673317', '1.359148', '0.672108', '0.875546', '0.533127', '0.772814', '1.933651', '1.598087', '0.617748', '0.842708', '0.506651', '0.757612', '0:19:51']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['67/100', '1.658789', '1.344197', '0.675166', '0.877870', '0.535748', '0.774622', '1.888527', '1.541541', '0.627664', '0.847897', '0.514824', '0.764503', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['68/100', '1.645972', '1.331913', '0.677713', '0.879119', '0.537664', '0.776049', '1.875753', '1.541193', '0.627624', '0.849319', '0.513542', '0.762901', '0:19:46']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['69/100', '1.631915', '1.317981', '0.680646', '0.881092', '0.539169', '0.777659', '1.823466', '1.493736', '0.637640', '0.855569', '0.529627', '0.774559', '0:19:46']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['70/100', '1.617233', '1.302713', '0.684200', '0.883296', '0.542029', '0.779190', '1.870763', '1.535428', '0.628486', '0.850541', '0.518369', '0.766026', '0:19:45']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['71/100', '1.603685', '1.288828', '0.687673', '0.885186', '0.543900', '0.780779', '1.810309', '1.470818', '0.643430', '0.859195', '0.530569', '0.775681', '0:19:48']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['72/100', '1.588729', '1.273975', '0.690380', '0.887151', '0.546198', '0.782280', '1.802543', '1.468748', '0.644411', '0.858894', '0.531410', '0.778866', '0:19:56']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['73/100', '1.574432', '1.259012', '0.693814', '0.889233', '0.548196', '0.784081', '1.779683', '1.445290', '0.649479', '0.861298', '0.536318', '0.781470', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['74/100', '1.560141', '1.244593', '0.696641', '0.890939', '0.549972', '0.785823', '1.830471', '1.487679', '0.639123', '0.856070', '0.528305', '0.774299', '0:20:16']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['75/100', '1.544826', '1.228834', '0.700057', '0.893182', '0.552282', '0.787225', '1.769528', '1.433124', '0.651082', '0.864864', '0.539844', '0.782432', '0:19:52']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['76/100', '1.529426', '1.212987', '0.704261', '0.895355', '0.555211', '0.788882', '1.751136', '1.429979', '0.651262', '0.865064', '0.543890', '0.787821', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['77/100', '1.514812', '1.198004', '0.707106', '0.897449', '0.556952', '0.790251', '1.759214', '1.429496', '0.652885', '0.865004', '0.540966', '0.782833', '0:19:47']
['77/100', '1.514812', '1.198004', '0.707106', '0.897449', '0.556952', '0.790251', '1.759214', '1.429496', '0.652885', '0.865004', '0.540966', '0.782833', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['78/100', '1.499088', '1.181828', '0.711172', '0.899287', '0.559616', '0.791899', '1.718544', '1.399994', '0.656370', '0.869251', '0.549800', '0.789904', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['79/100', '1.483759', '1.166190', '0.714574', '0.901448', '0.561884', '0.793538', '1.727029', '1.402533', '0.657412', '0.868830', '0.551663', '0.795313', '0:19:52']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['80/100', '1.469829', '1.152071', '0.717767', '0.903528', '0.563837', '0.795176', '1.711843', '1.396054', '0.658353', '0.871815', '0.553245', '0.793129', '0:19:52']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['81/100', '1.455819', '1.137293', '0.721036', '0.905199', '0.566178', '0.796336', '1.698310', '1.383738', '0.662600', '0.870773', '0.556330', '0.795373', '0:19:44']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['82/100', '1.438622', '1.119835', '0.724773', '0.907383', '0.568805', '0.798070', '1.692352', '1.371546', '0.664443', '0.872676', '0.556711', '0.795393', '0:19:53']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['83/100', '1.425777', '1.106638', '0.727929', '0.909148', '0.570260', '0.799323', '1.673525', '1.356897', '0.665645', '0.875962', '0.563101', '0.799940', '0:19:51']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['84/100', '1.411534', '1.092361', '0.731551', '0.911130', '0.572640', '0.800963', '1.664064', '1.352893', '0.667328', '0.876042', '0.562400', '0.801402', '0:19:45']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['85/100', '1.398216', '1.078694', '0.734263', '0.912620', '0.574375', '0.802361', '1.666040', '1.352310', '0.668429', '0.875501', '0.565184', '0.800521', '0:19:45']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['86/100', '1.384929', '1.065192', '0.737536', '0.914401', '0.576621', '0.803864', '1.641780', '1.332862', '0.670753', '0.878886', '0.569471', '0.804207', '0:19:52']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['87/100', '1.370852', '1.050776', '0.741006', '0.916291', '0.578161', '0.804996', '1.643444', '1.331262', '0.673377', '0.878466', '0.570152', '0.805048', '0:19:52']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['88/100', '1.358532', '1.038192', '0.744045', '0.917758', '0.580478', '0.806676', '1.632935', '1.323914', '0.675100', '0.879367', '0.572676', '0.807252', '0:19:48']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['89/100', '1.347896', '1.027522', '0.746584', '0.919222', '0.581792', '0.807547', '1.619616', '1.313297', '0.676943', '0.880088', '0.574599', '0.808313', '0:19:49']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['90/100', '1.337602', '1.016726', '0.749151', '0.920628', '0.583928', '0.808523', '1.616319', '1.312559', '0.676863', '0.881130', '0.575140', '0.809776', '0:19:50']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['91/100', '1.326936', '1.006431', '0.751806', '0.921810', '0.585150', '0.809596', '1.609518', '1.304599', '0.678826', '0.882292', '0.578946', '0.810777', '0:19:51']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['92/100', '1.319517', '0.998854', '0.753720', '0.922682', '0.586723', '0.810414', '1.605140', '1.301506', '0.678305', '0.882312', '0.580028', '0.810677', '0:19:50']
['93/100', '1.310445', '0.989414', '0.755578', '0.924045', '0.587892', '0.811190', '1.600030', '1.297410', '0.678986', '0.882993', '0.580749', '0.812700', '0:19:46']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['94/100', '1.303699', '0.982781', '0.757489', '0.924811', '0.588624', '0.812126', '1.597586', '1.295339', '0.679848', '0.883554', '0.581210', '0.811919', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['95/100', '1.297425', '0.976899', '0.759238', '0.925578', '0.590207', '0.812830', '1.592456', '1.293095', '0.680709', '0.884034', '0.582492', '0.812480', '0:19:47']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['96/100', '1.291923', '0.971627', '0.760862', '0.925962', '0.590987', '0.812939', '1.591929', '1.291411', '0.680369', '0.883233', '0.582592', '0.813041', '0:19:48']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['97/100', '1.288926', '0.968383', '0.761335', '0.926462', '0.591857', '0.813330', '1.592281', '1.289446', '0.680809', '0.883674', '0.583754', '0.813462', '0:19:50']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['98/100', '1.286057', '0.965724', '0.761943', '0.927083', '0.591688', '0.813947', '1.588504', '1.287679', '0.681631', '0.883954', '0.584095', '0.813442', '0:19:51']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['99/100', '1.284770', '0.964396', '0.762376', '0.927098', '0.591839', '0.813989', '1.586337', '1.288196', '0.681390', '0.884395', '0.584115', '0.813922', '0:19:51']
/home/ubuntu/anaconda3/envs/fastai/lib/python3.7/site-packages/PIL/TiffImagePlugin.py:788: UserWarning: Corrupt EXIF data.  Expecting to read 4 bytes but only got 0.
  warnings.warn(str(msg))
['100/100', '1.282999', '0.963147', '0.762642', '0.927333', '0.592630', '0.814278', '1.588139', '1.288705', '0.681050', '0.883854', '0.582833', '0.813762', '0:19:50']
