pose-tensorflow
pose-tensorflow copied to clipboard
iteration: 60000 loss: 0.0414 lr: 0.02 2018-04-08 21:22:32.268116: W tensorflow/core/framework/op_kernel.cc:1192] Not found: ; No such file or directory
Right on the 60k iteration, I got this error, please suggest what might have been wrong. Can you also share your models for MPII human pose dataset? I basically followed all the instructions for training and had no error until 60k-th iteration!!
iteration: 59940 loss: 0.0395 lr: 0.02
iteration: 59960 loss: 0.0473 lr: 0.02
iteration: 59980 loss: 0.0389 lr: 0.02
iteration: 60000 loss: 0.0414 lr: 0.02
2018-04-08 21:22:32.268116: W tensorflow/core/framework/op_kernel.cc:1192] Not found: ; No such file or directory
Traceback (most recent call last):
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1323, in _do_call
return fn(*args)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1302, in _run_fn
status, run_metadata)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/framework/errors_impl.py", line 473, in __exit__
c_api.TF_GetCode(self.status.status))
tensorflow.python.framework.errors_impl.NotFoundError: ; No such file or directory
[[Node: save_1/SaveV2 = SaveV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save_1/Const_0_0, save_1/SaveV2/tensor_names, save_1/SaveV2/shape_and_slices, pose/intermediate_supervision/block4/biases/_1167, pose/intermediate_supervision/block4/weights/_1169, pose/locref_pred/block4/biases/_1171, pose/locref_pred/block4/weights/_1173, pose/part_pred/block4/biases/_1175, pose/part_pred/block4/weights/_1177, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_1179, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_1181, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_1183, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_1185, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weights/_1187, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_1189, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_1191, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_1193, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_1195, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/weights/_1197, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_1199, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_1201, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_1203, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_1205, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/weights/_1207, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_1209, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_1211, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_1213, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_1215, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/weights/_1217, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_1219, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_1221, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_1223, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_1225, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/weights/_1227, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_1229, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_1231, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_1233, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_1235, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/weights/_1237, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_1239, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_1241, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_1243, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_1245, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/weights/_1247, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_1249, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_1251, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_1253, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_1255, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/weights/_1257, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_1259, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_1261, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_1263, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_1265, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/weights/_1267, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_1269, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_1271, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_1273, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_1275, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/weights/_1277, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_1279, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_1281, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_1283, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_1285, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/weights/_1287, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_1289, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_1291, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_1293, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_1295, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/weights/_1297, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_1299, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_1301, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_1303, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_1305, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/weights/_1307, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_1309, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_1311, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_1313, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_1315, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/weights/_1317, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_1319, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_1321, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_1323, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_1325, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/weights/_1327, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_1329, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_1331, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_1333, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_1335, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/weights/_1337, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_1339, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_1341, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_1343, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_1345, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/weights/_1347, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_1349, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_1351, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_1353, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_1355, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/weights/_1357, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_1359, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_1361, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_1363, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_1365, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/weights/_1367, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_1369, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_1371, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_1373, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_1375, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/weights/_1377, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/beta/_1379, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/gamma/_1381, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/moving_mean/_1383, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/moving_variance/_1385, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/weights/_1387, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/beta/_1389, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/gamma/_1391, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/moving_mean/_1393, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/moving_variance/_1395, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/weights/_1397, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/beta/_1399, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/gamma/_1401, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/moving_mean/_1403, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/moving_variance/_1405, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/weights/_1407, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_1409, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_1411, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_1413, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_1415, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/weights/_1417, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_1419, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_1421, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_1423, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_1425, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/weights/_1427, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_1429, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_1431, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_1433, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_1435, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/weights/_1437, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_1439, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_1441, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_1443, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_1445, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/weights/_1447, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/beta/_1449, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/gamma/_1451, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_mean/_1453, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_variance/_1455, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/weights/_1457, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/beta/_1459, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/gamma/_1461, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_mean/_1463, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_variance/_1465, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/weights/_1467, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/beta/_1469, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/gamma/_1471, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_mean/_1473, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_variance/_1475, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/weights/_1477, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/beta/_1479, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/gamma/_1481, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_mean/_1483, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_variance/_1485, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/weights/_1487, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/beta/_1489, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/gamma/_1491, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_mean/_1493, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_variance/_1495, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/weights/_1497, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/beta/_1499, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/gamma/_1501, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_mean/_1503, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_variance/_1505, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/weights/_1507, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/beta/_1509, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/gamma/_1511, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_mean/_1513, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_variance/_1515, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/weights/_1517, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/beta/_1519, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/gamma/_1521, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/moving_mean/_1523, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/moving_variance/_1525, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/weights/_1527, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/beta/_1529, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/gamma/_1531, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/moving_mean/_1533, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/moving_variance/_1535, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/weights/_1537, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/beta/_1539, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/gamma/_1541, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_mean/_1543, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_variance/_1545, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/weights/_1547, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/beta/_1549, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/gamma/_1551, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_mean/_1553, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_variance/_1555, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/weights/_1557, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/beta/_1559, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/gamma/_1561, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_mean/_1563, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_variance/_1565, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/weights/_1567, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/beta/_1569, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/gamma/_1571, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_mean/_1573, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_variance/_1575, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/weights/_1577, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/beta/_1579, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/gamma/_1581, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_mean/_1583, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_variance/_1585, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/weights/_1587, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/beta/_1589, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/gamma/_1591, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_mean/_1593, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_variance/_1595, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/weights/_1597, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/beta/_1599, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/gamma/_1601, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_mean/_1603, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_variance/_1605, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/weights/_1607, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/beta/_1609, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/gamma/_1611, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_mean/_1613, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_variance/_1615, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/weights/_1617, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/beta/_1619, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/gamma/_1621, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/moving_mean/_1623, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/moving_variance/_1625, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/weights/_1627, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/beta/_1629, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/gamma/_1631, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_mean/_1633, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_variance/_1635, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/weights/_1637, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/beta/_1639, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/gamma/_1641, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_mean/_1643, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_variance/_1645, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/weights/_1647, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/beta/_1649, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/gamma/_1651, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_mean/_1653, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_variance/_1655, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/weights/_1657, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/beta/_1659, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/gamma/_1661, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_mean/_1663, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_variance/_1665, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/weights/_1667, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/beta/_1669, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/gamma/_1671, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_mean/_1673, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_variance/_1675, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/weights/_1677, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/beta/_1679, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/gamma/_1681, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_mean/_1683, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_variance/_1685, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/weights/_1687, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/beta/_1689, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/gamma/_1691, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_mean/_1693, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_variance/_1695, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/weights/_1697, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/beta/_1699, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/gamma/_1701, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/moving_mean/_1703, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/moving_variance/_1705, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/weights/_1707, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/beta/_1709, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/gamma/_1711, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/moving_mean/_1713, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/moving_variance/_1715, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/weights/_1717, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/beta/_1719, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/gamma/_1721, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_mean/_1723, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_variance/_1725, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/weights/_1727, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/beta/_1729, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/gamma/_1731, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/moving_mean/_1733, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/moving_variance/_1735, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/weights/_1737, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/beta/_1739, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/gamma/_1741, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/moving_mean/_1743, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/moving_variance/_1745, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/weights/_1747, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_1749, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_1751, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_1753, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_1755, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/weights/_1757, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_1759, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_1761, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_1763, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_1765, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/weights/_1767, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_1769, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_1771, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_1773, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_1775, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/weights/_1777, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/beta/_1779, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/gamma/_1781, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/moving_mean/_1783, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/moving_variance/_1785, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/weights/_1787, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/beta/_1789, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/gamma/_1791, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/moving_mean/_1793, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/moving_variance/_1795, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/weights/_1797, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/beta/_1799, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/gamma/_1801, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/moving_mean/_1803, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/moving_variance/_1805, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/weights/_1807, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/beta/_1809, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/gamma/_1811, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_mean/_1813, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_variance/_1815, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/weights/_1817, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/beta/_1819, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/gamma/_1821, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_mean/_1823, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_variance/_1825, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/weights/_1827, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/beta/_1829, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/gamma/_1831, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_mean/_1833, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_variance/_1835, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/weights/_1837, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/beta/_1839, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/gamma/_1841, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/moving_mean/_1843, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/moving_variance/_1845, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/weights/_1847, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/beta/_1849, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/gamma/_1851, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/moving_mean/_1853, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/moving_variance/_1855, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/weights/_1857, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/beta/_1859, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/gamma/_1861, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_mean/_1863, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_variance/_1865, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/weights/_1867, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/beta/_1869, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/gamma/_1871, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/moving_mean/_1873, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/moving_variance/_1875, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/weights/_1877, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/beta/_1879, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/gamma/_1881, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/moving_mean/_1883, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/moving_variance/_1885, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/weights/_1887, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/beta/_1889, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/gamma/_1891, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/moving_mean/_1893, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/moving_variance/_1895, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/weights/_1897, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_1899, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_1901, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_1903, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_1905, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/weights/_1907, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_1909, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_1911, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_1913, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_1915, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/weights/_1917, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_1919, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_1921, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_1923, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_1925, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/weights/_1927, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/beta/_1929, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/gamma/_1931, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/moving_mean/_1933, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/moving_variance/_1935, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/weights/_1937, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/beta/_1939, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/gamma/_1941, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/moving_mean/_1943, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/moving_variance/_1945, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/weights/_1947, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/beta/_1949, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/gamma/_1951, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/moving_mean/_1953, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/moving_variance/_1955, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/weights/_1957, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/beta/_1959, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/gamma/_1961, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/moving_mean/_1963, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/moving_variance/_1965, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/weights/_1967, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/beta/_1969, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/gamma/_1971, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/moving_mean/_1973, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/moving_variance/_1975, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/weights/_1977, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/beta/_1979, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/gamma/_1981, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/moving_mean/_1983, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/moving_variance/_1985, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/weights/_1987, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/beta/_1989, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/gamma/_1991, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/moving_mean/_1993, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/moving_variance/_1995, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/weights/_1997, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/beta/_1999, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/gamma/_2001, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/moving_mean/_2003, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/moving_variance/_2005, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/weights/_2007, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/beta/_2009, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/gamma/_2011, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/moving_mean/_2013, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/moving_variance/_2015, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/weights/_2017, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/beta/_2019, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/gamma/_2021, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/moving_mean/_2023, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/moving_variance/_2025, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/weights/_2027, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/beta/_2029, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/gamma/_2031, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/moving_mean/_2033, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/moving_variance/_2035, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/weights/_2037, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/beta/_2039, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/gamma/_2041, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/moving_mean/_2043, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/moving_variance/_2045, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/weights/_2047, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/beta/_2049, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/gamma/_2051, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/moving_mean/_2053, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/moving_variance/_2055, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/weights/_2057, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/beta/_2059, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/gamma/_2061, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/moving_mean/_2063, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/moving_variance/_2065, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/weights/_2067, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/beta/_2069, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/gamma/_2071, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/moving_mean/_2073, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/moving_variance/_2075, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/weights/_2077, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/beta/_2079, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/gamma/_2081, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/moving_mean/_2083, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/moving_variance/_2085, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/weights/_2087, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/beta/_2089, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/gamma/_2091, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/moving_mean/_2093, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/moving_variance/_2095, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/weights/_2097, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/beta/_2099, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/gamma/_2101, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/moving_mean/_2103, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/moving_variance/_2105, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/weights/_2107, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_2109, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_2111, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_2113, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_2115, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/weights/_2117, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_2119, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_2121, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_2123, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_2125, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/weights/_2127, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_2129, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_2131, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_2133, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_2135, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weights/_2137, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_2139, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_2141, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_2143, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_2145, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights/_2147, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_2149, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_2151, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_2153, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_2155, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/weights/_2157, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_2159, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_2161, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_2163, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_2165, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/weights/_2167, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_2169, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_2171, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_2173, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_2175, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/weights/_2177, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_2179, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_2181, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_2183, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_2185, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/weights/_2187, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_2189, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_2191, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_2193, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_2195, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights/_2197, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_2199, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_2201, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_2203, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_2205, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weights/_2207, resnet_v1_101/conv1/BatchNorm/beta/_2209, resnet_v1_101/conv1/BatchNorm/gamma/_2211, resnet_v1_101/conv1/BatchNorm/moving_mean/_2213, resnet_v1_101/conv1/BatchNorm/moving_variance/_2215, resnet_v1_101/conv1/weights/_2217)]]
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1573, in save
{self.saver_def.filename_tensor_name: checkpoint_file})
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 889, in run
run_metadata_ptr)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1120, in _run
feed_dict_tensor, options, run_metadata)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1317, in _do_run
options, run_metadata)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1336, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.NotFoundError: ; No such file or directory
[[Node: save_1/SaveV2 = SaveV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save_1/Const_0_0, save_1/SaveV2/tensor_names, save_1/SaveV2/shape_and_slices, pose/intermediate_supervision/block4/biases/_1167, pose/intermediate_supervision/block4/weights/_1169, pose/locref_pred/block4/biases/_1171, pose/locref_pred/block4/weights/_1173, pose/part_pred/block4/biases/_1175, pose/part_pred/block4/weights/_1177, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_1179, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_1181, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_1183, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_1185, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weights/_1187, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_1189, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_1191, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_1193, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_1195, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/weights/_1197, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_1199, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_1201, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_1203, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_1205, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/weights/_1207, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_1209, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_1211, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_1213, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_1215, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/weights/_1217, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_1219, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_1221, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_1223, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_1225, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/weights/_1227, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_1229, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_1231, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_1233, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_1235, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/weights/_1237, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_1239, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_1241, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_1243, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_1245, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/weights/_1247, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_1249, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_1251, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_1253, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_1255, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/weights/_1257, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_1259, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_1261, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_1263, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_1265, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/weights/_1267, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_1269, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_1271, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_1273, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_1275, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/weights/_1277, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_1279, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_1281, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_1283, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_1285, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/weights/_1287, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_1289, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_1291, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_1293, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_1295, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/weights/_1297, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_1299, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_1301, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_1303, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_1305, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/weights/_1307, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_1309, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_1311, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_1313, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_1315, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/weights/_1317, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_1319, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_1321, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_1323, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_1325, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/weights/_1327, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_1329, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_1331, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_1333, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_1335, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/weights/_1337, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_1339, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_1341, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_1343, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_1345, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/weights/_1347, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_1349, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_1351, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_1353, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_1355, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/weights/_1357, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_1359, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_1361, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_1363, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_1365, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/weights/_1367, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_1369, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_1371, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_1373, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_1375, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/weights/_1377, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/beta/_1379, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/gamma/_1381, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/moving_mean/_1383, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/moving_variance/_1385, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/weights/_1387, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/beta/_1389, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/gamma/_1391, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/moving_mean/_1393, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/moving_variance/_1395, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/weights/_1397, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/beta/_1399, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/gamma/_1401, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/moving_mean/_1403, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/moving_variance/_1405, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/weights/_1407, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_1409, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_1411, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_1413, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_1415, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/weights/_1417, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_1419, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_1421, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_1423, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_1425, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/weights/_1427, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_1429, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_1431, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_1433, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_1435, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/weights/_1437, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_1439, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_1441, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_1443, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_1445, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/weights/_1447, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/beta/_1449, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/gamma/_1451, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_mean/_1453, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_variance/_1455, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/weights/_1457, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/beta/_1459, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/gamma/_1461, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_mean/_1463, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_variance/_1465, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/weights/_1467, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/beta/_1469, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/gamma/_1471, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_mean/_1473, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_variance/_1475, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/weights/_1477, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/beta/_1479, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/gamma/_1481, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_mean/_1483, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_variance/_1485, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/weights/_1487, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/beta/_1489, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/gamma/_1491, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_mean/_1493, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_variance/_1495, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/weights/_1497, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/beta/_1499, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/gamma/_1501, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_mean/_1503, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_variance/_1505, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/weights/_1507, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/beta/_1509, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/gamma/_1511, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_mean/_1513, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_variance/_1515, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/weights/_1517, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/beta/_1519, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/gamma/_1521, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/moving_mean/_1523, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/moving_variance/_1525, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/weights/_1527, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/beta/_1529, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/gamma/_1531, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/moving_mean/_1533, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/moving_variance/_1535, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/weights/_1537, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/beta/_1539, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/gamma/_1541, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_mean/_1543, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_variance/_1545, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/weights/_1547, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/beta/_1549, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/gamma/_1551, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_mean/_1553, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_variance/_1555, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/weights/_1557, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/beta/_1559, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/gamma/_1561, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_mean/_1563, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_variance/_1565, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/weights/_1567, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/beta/_1569, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/gamma/_1571, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_mean/_1573, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_variance/_1575, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/weights/_1577, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/beta/_1579, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/gamma/_1581, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_mean/_1583, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_variance/_1585, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/weights/_1587, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/beta/_1589, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/gamma/_1591, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_mean/_1593, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_variance/_1595, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/weights/_1597, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/beta/_1599, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/gamma/_1601, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_mean/_1603, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_variance/_1605, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/weights/_1607, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/beta/_1609, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/gamma/_1611, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_mean/_1613, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_variance/_1615, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/weights/_1617, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/beta/_1619, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/gamma/_1621, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/moving_mean/_1623, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/moving_variance/_1625, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/weights/_1627, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/beta/_1629, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/gamma/_1631, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_mean/_1633, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_variance/_1635, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/weights/_1637, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/beta/_1639, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/gamma/_1641, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_mean/_1643, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_variance/_1645, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/weights/_1647, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/beta/_1649, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/gamma/_1651, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_mean/_1653, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_variance/_1655, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/weights/_1657, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/beta/_1659, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/gamma/_1661, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_mean/_1663, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_variance/_1665, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/weights/_1667, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/beta/_1669, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/gamma/_1671, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_mean/_1673, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_variance/_1675, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/weights/_1677, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/beta/_1679, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/gamma/_1681, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_mean/_1683, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_variance/_1685, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/weights/_1687, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/beta/_1689, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/gamma/_1691, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_mean/_1693, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_variance/_1695, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/weights/_1697, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/beta/_1699, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/gamma/_1701, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/moving_mean/_1703, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/moving_variance/_1705, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/weights/_1707, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/beta/_1709, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/gamma/_1711, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/moving_mean/_1713, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/moving_variance/_1715, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/weights/_1717, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/beta/_1719, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/gamma/_1721, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_mean/_1723, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_variance/_1725, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/weights/_1727, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/beta/_1729, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/gamma/_1731, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/moving_mean/_1733, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/moving_variance/_1735, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/weights/_1737, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/beta/_1739, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/gamma/_1741, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/moving_mean/_1743, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/moving_variance/_1745, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/weights/_1747, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_1749, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_1751, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_1753, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_1755, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/weights/_1757, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_1759, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_1761, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_1763, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_1765, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/weights/_1767, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_1769, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_1771, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_1773, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_1775, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/weights/_1777, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/beta/_1779, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/gamma/_1781, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/moving_mean/_1783, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/moving_variance/_1785, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/weights/_1787, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/beta/_1789, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/gamma/_1791, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/moving_mean/_1793, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/moving_variance/_1795, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/weights/_1797, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/beta/_1799, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/gamma/_1801, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/moving_mean/_1803, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/moving_variance/_1805, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/weights/_1807, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/beta/_1809, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/gamma/_1811, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_mean/_1813, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_variance/_1815, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/weights/_1817, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/beta/_1819, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/gamma/_1821, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_mean/_1823, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_variance/_1825, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/weights/_1827, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/beta/_1829, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/gamma/_1831, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_mean/_1833, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_variance/_1835, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/weights/_1837, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/beta/_1839, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/gamma/_1841, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/moving_mean/_1843, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/moving_variance/_1845, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/weights/_1847, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/beta/_1849, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/gamma/_1851, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/moving_mean/_1853, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/moving_variance/_1855, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/weights/_1857, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/beta/_1859, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/gamma/_1861, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_mean/_1863, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_variance/_1865, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/weights/_1867, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/beta/_1869, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/gamma/_1871, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/moving_mean/_1873, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/moving_variance/_1875, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/weights/_1877, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/beta/_1879, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/gamma/_1881, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/moving_mean/_1883, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/moving_variance/_1885, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/weights/_1887, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/beta/_1889, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/gamma/_1891, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/moving_mean/_1893, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/moving_variance/_1895, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/weights/_1897, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_1899, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_1901, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_1903, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_1905, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/weights/_1907, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_1909, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_1911, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_1913, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_1915, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/weights/_1917, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_1919, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_1921, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_1923, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_1925, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/weights/_1927, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/beta/_1929, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/gamma/_1931, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/moving_mean/_1933, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/moving_variance/_1935, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/weights/_1937, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/beta/_1939, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/gamma/_1941, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/moving_mean/_1943, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/moving_variance/_1945, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/weights/_1947, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/beta/_1949, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/gamma/_1951, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/moving_mean/_1953, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/moving_variance/_1955, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/weights/_1957, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/beta/_1959, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/gamma/_1961, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/moving_mean/_1963, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/moving_variance/_1965, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/weights/_1967, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/beta/_1969, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/gamma/_1971, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/moving_mean/_1973, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/moving_variance/_1975, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/weights/_1977, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/beta/_1979, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/gamma/_1981, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/moving_mean/_1983, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/moving_variance/_1985, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/weights/_1987, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/beta/_1989, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/gamma/_1991, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/moving_mean/_1993, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/moving_variance/_1995, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/weights/_1997, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/beta/_1999, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/gamma/_2001, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/moving_mean/_2003, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/moving_variance/_2005, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/weights/_2007, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/beta/_2009, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/gamma/_2011, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/moving_mean/_2013, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/moving_variance/_2015, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/weights/_2017, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/beta/_2019, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/gamma/_2021, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/moving_mean/_2023, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/moving_variance/_2025, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/weights/_2027, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/beta/_2029, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/gamma/_2031, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/moving_mean/_2033, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/moving_variance/_2035, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/weights/_2037, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/beta/_2039, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/gamma/_2041, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/moving_mean/_2043, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/moving_variance/_2045, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/weights/_2047, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/beta/_2049, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/gamma/_2051, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/moving_mean/_2053, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/moving_variance/_2055, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/weights/_2057, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/beta/_2059, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/gamma/_2061, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/moving_mean/_2063, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/moving_variance/_2065, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/weights/_2067, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/beta/_2069, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/gamma/_2071, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/moving_mean/_2073, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/moving_variance/_2075, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/weights/_2077, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/beta/_2079, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/gamma/_2081, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/moving_mean/_2083, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/moving_variance/_2085, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/weights/_2087, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/beta/_2089, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/gamma/_2091, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/moving_mean/_2093, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/moving_variance/_2095, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/weights/_2097, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/beta/_2099, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/gamma/_2101, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/moving_mean/_2103, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/moving_variance/_2105, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/weights/_2107, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_2109, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_2111, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_2113, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_2115, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/weights/_2117, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_2119, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_2121, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_2123, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_2125, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/weights/_2127, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_2129, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_2131, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_2133, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_2135, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weights/_2137, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_2139, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_2141, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_2143, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_2145, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights/_2147, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_2149, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_2151, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_2153, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_2155, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/weights/_2157, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_2159, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_2161, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_2163, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_2165, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/weights/_2167, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_2169, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_2171, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_2173, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_2175, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/weights/_2177, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_2179, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_2181, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_2183, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_2185, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/weights/_2187, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_2189, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_2191, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_2193, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_2195, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights/_2197, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_2199, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_2201, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_2203, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_2205, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weights/_2207, resnet_v1_101/conv1/BatchNorm/beta/_2209, resnet_v1_101/conv1/BatchNorm/gamma/_2211, resnet_v1_101/conv1/BatchNorm/moving_mean/_2213, resnet_v1_101/conv1/BatchNorm/moving_variance/_2215, resnet_v1_101/conv1/weights/_2217)]]
Caused by op 'save_1/SaveV2', defined at:
File "../../../train.py", line 140, in <module>
train()
File "../../../train.py", line 94, in train
saver = tf.train.Saver(max_to_keep=5)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1218, in __init__
self.build()
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1227, in build
self._build(self._filename, build_save=True, build_restore=True)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1263, in _build
build_save=build_save, build_restore=build_restore)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 748, in _build_internal
save_tensor = self._AddSaveOps(filename_tensor, saveables)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 296, in _AddSaveOps
save = self.save_op(filename_tensor, saveables)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 239, in save_op
tensors)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/ops/gen_io_ops.py", line 1163, in save_v2
shape_and_slices=shape_and_slices, tensors=tensors, name=name)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 2956, in create_op
op_def=op_def)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1470, in __init__
self._traceback = self._graph._extract_stack() # pylint: disable=protected-access
NotFoundError (see above for traceback): ; No such file or directory
[[Node: save_1/SaveV2 = SaveV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save_1/Const_0_0, save_1/SaveV2/tensor_names, save_1/SaveV2/shape_and_slices, pose/intermediate_supervision/block4/biases/_1167, pose/intermediate_supervision/block4/weights/_1169, pose/locref_pred/block4/biases/_1171, pose/locref_pred/block4/weights/_1173, pose/part_pred/block4/biases/_1175, pose/part_pred/block4/weights/_1177, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_1179, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_1181, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_1183, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_1185, resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weights/_1187, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_1189, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_1191, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_1193, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_1195, resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/weights/_1197, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_1199, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_1201, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_1203, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_1205, resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/weights/_1207, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_1209, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_1211, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_1213, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_1215, resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/weights/_1217, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_1219, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_1221, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_1223, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_1225, resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/weights/_1227, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_1229, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_1231, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_1233, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_1235, resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/weights/_1237, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_1239, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_1241, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_1243, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_1245, resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/weights/_1247, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_1249, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_1251, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_1253, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_1255, resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/weights/_1257, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_1259, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_1261, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_1263, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_1265, resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/weights/_1267, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_1269, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_1271, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_1273, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_1275, resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/weights/_1277, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_1279, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_1281, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_1283, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_1285, resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/weights/_1287, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_1289, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_1291, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_1293, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_1295, resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/weights/_1297, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_1299, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_1301, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_1303, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_1305, resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/weights/_1307, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_1309, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_1311, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_1313, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_1315, resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/weights/_1317, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_1319, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_1321, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_1323, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_1325, resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/weights/_1327, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_1329, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_1331, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_1333, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_1335, resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/weights/_1337, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_1339, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_1341, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_1343, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_1345, resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/weights/_1347, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_1349, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_1351, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_1353, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_1355, resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/weights/_1357, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_1359, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_1361, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_1363, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_1365, resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/weights/_1367, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_1369, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_1371, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_1373, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_1375, resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/weights/_1377, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/beta/_1379, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/gamma/_1381, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/moving_mean/_1383, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/moving_variance/_1385, resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/weights/_1387, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/beta/_1389, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/gamma/_1391, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/moving_mean/_1393, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/moving_variance/_1395, resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/weights/_1397, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/beta/_1399, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/gamma/_1401, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/moving_mean/_1403, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/moving_variance/_1405, resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/weights/_1407, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_1409, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_1411, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_1413, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_1415, resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/weights/_1417, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_1419, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_1421, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_1423, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_1425, resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/weights/_1427, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_1429, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_1431, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_1433, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_1435, resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/weights/_1437, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_1439, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_1441, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_1443, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_1445, resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/weights/_1447, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/beta/_1449, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/gamma/_1451, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_mean/_1453, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_variance/_1455, resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/weights/_1457, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/beta/_1459, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/gamma/_1461, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_mean/_1463, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_variance/_1465, resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/weights/_1467, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/beta/_1469, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/gamma/_1471, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_mean/_1473, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_variance/_1475, resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/weights/_1477, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/beta/_1479, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/gamma/_1481, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_mean/_1483, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_variance/_1485, resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/weights/_1487, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/beta/_1489, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/gamma/_1491, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_mean/_1493, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_variance/_1495, resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/weights/_1497, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/beta/_1499, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/gamma/_1501, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_mean/_1503, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_variance/_1505, resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/weights/_1507, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/beta/_1509, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/gamma/_1511, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_mean/_1513, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_variance/_1515, resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/weights/_1517, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/beta/_1519, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/gamma/_1521, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/moving_mean/_1523, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/moving_variance/_1525, resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/weights/_1527, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/beta/_1529, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/gamma/_1531, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/moving_mean/_1533, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/moving_variance/_1535, resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/weights/_1537, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/beta/_1539, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/gamma/_1541, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_mean/_1543, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_variance/_1545, resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/weights/_1547, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/beta/_1549, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/gamma/_1551, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_mean/_1553, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_variance/_1555, resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/weights/_1557, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/beta/_1559, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/gamma/_1561, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_mean/_1563, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_variance/_1565, resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/weights/_1567, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/beta/_1569, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/gamma/_1571, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_mean/_1573, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_variance/_1575, resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/weights/_1577, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/beta/_1579, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/gamma/_1581, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_mean/_1583, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_variance/_1585, resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/weights/_1587, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/beta/_1589, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/gamma/_1591, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_mean/_1593, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_variance/_1595, resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/weights/_1597, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/beta/_1599, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/gamma/_1601, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_mean/_1603, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_variance/_1605, resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/weights/_1607, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/beta/_1609, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/gamma/_1611, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_mean/_1613, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_variance/_1615, resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/weights/_1617, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/beta/_1619, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/gamma/_1621, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/moving_mean/_1623, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/moving_variance/_1625, resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/weights/_1627, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/beta/_1629, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/gamma/_1631, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_mean/_1633, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_variance/_1635, resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/weights/_1637, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/beta/_1639, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/gamma/_1641, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_mean/_1643, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_variance/_1645, resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/weights/_1647, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/beta/_1649, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/gamma/_1651, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_mean/_1653, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_variance/_1655, resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/weights/_1657, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/beta/_1659, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/gamma/_1661, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_mean/_1663, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_variance/_1665, resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/weights/_1667, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/beta/_1669, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/gamma/_1671, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_mean/_1673, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_variance/_1675, resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/weights/_1677, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/beta/_1679, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/gamma/_1681, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_mean/_1683, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_variance/_1685, resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/weights/_1687, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/beta/_1689, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/gamma/_1691, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_mean/_1693, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_variance/_1695, resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/weights/_1697, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/beta/_1699, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/gamma/_1701, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/moving_mean/_1703, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/moving_variance/_1705, resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/weights/_1707, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/beta/_1709, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/gamma/_1711, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/moving_mean/_1713, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/moving_variance/_1715, resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/weights/_1717, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/beta/_1719, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/gamma/_1721, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_mean/_1723, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_variance/_1725, resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/weights/_1727, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/beta/_1729, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/gamma/_1731, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/moving_mean/_1733, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/moving_variance/_1735, resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/weights/_1737, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/beta/_1739, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/gamma/_1741, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/moving_mean/_1743, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/moving_variance/_1745, resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/weights/_1747, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_1749, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_1751, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_1753, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_1755, resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/weights/_1757, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_1759, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_1761, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_1763, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_1765, resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/weights/_1767, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_1769, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_1771, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_1773, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_1775, resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/weights/_1777, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/beta/_1779, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/gamma/_1781, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/moving_mean/_1783, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/moving_variance/_1785, resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/weights/_1787, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/beta/_1789, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/gamma/_1791, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/moving_mean/_1793, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/moving_variance/_1795, resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/weights/_1797, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/beta/_1799, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/gamma/_1801, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/moving_mean/_1803, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/moving_variance/_1805, resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/weights/_1807, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/beta/_1809, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/gamma/_1811, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_mean/_1813, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_variance/_1815, resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/weights/_1817, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/beta/_1819, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/gamma/_1821, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_mean/_1823, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_variance/_1825, resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/weights/_1827, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/beta/_1829, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/gamma/_1831, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_mean/_1833, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_variance/_1835, resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/weights/_1837, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/beta/_1839, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/gamma/_1841, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/moving_mean/_1843, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/moving_variance/_1845, resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/weights/_1847, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/beta/_1849, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/gamma/_1851, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/moving_mean/_1853, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/moving_variance/_1855, resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/weights/_1857, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/beta/_1859, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/gamma/_1861, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_mean/_1863, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_variance/_1865, resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/weights/_1867, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/beta/_1869, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/gamma/_1871, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/moving_mean/_1873, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/moving_variance/_1875, resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/weights/_1877, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/beta/_1879, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/gamma/_1881, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/moving_mean/_1883, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/moving_variance/_1885, resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/weights/_1887, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/beta/_1889, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/gamma/_1891, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/moving_mean/_1893, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/moving_variance/_1895, resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/weights/_1897, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_1899, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_1901, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_1903, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_1905, resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/weights/_1907, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_1909, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_1911, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_1913, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_1915, resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/weights/_1917, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_1919, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_1921, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_1923, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_1925, resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/weights/_1927, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/beta/_1929, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/gamma/_1931, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/moving_mean/_1933, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/moving_variance/_1935, resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/weights/_1937, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/beta/_1939, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/gamma/_1941, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/moving_mean/_1943, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/moving_variance/_1945, resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/weights/_1947, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/beta/_1949, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/gamma/_1951, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/moving_mean/_1953, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/moving_variance/_1955, resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/weights/_1957, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/beta/_1959, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/gamma/_1961, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/moving_mean/_1963, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/moving_variance/_1965, resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/weights/_1967, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/beta/_1969, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/gamma/_1971, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/moving_mean/_1973, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/moving_variance/_1975, resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/weights/_1977, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/beta/_1979, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/gamma/_1981, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/moving_mean/_1983, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/moving_variance/_1985, resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/weights/_1987, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/beta/_1989, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/gamma/_1991, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/moving_mean/_1993, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/moving_variance/_1995, resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/weights/_1997, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/beta/_1999, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/gamma/_2001, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/moving_mean/_2003, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/moving_variance/_2005, resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/weights/_2007, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/beta/_2009, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/gamma/_2011, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/moving_mean/_2013, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/moving_variance/_2015, resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/weights/_2017, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/beta/_2019, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/gamma/_2021, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/moving_mean/_2023, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/moving_variance/_2025, resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/weights/_2027, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/beta/_2029, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/gamma/_2031, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/moving_mean/_2033, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/moving_variance/_2035, resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/weights/_2037, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/beta/_2039, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/gamma/_2041, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/moving_mean/_2043, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/moving_variance/_2045, resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/weights/_2047, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/beta/_2049, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/gamma/_2051, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/moving_mean/_2053, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/moving_variance/_2055, resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/weights/_2057, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/beta/_2059, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/gamma/_2061, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/moving_mean/_2063, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/moving_variance/_2065, resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/weights/_2067, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/beta/_2069, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/gamma/_2071, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/moving_mean/_2073, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/moving_variance/_2075, resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/weights/_2077, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/beta/_2079, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/gamma/_2081, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/moving_mean/_2083, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/moving_variance/_2085, resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/weights/_2087, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/beta/_2089, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/gamma/_2091, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/moving_mean/_2093, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/moving_variance/_2095, resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/weights/_2097, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/beta/_2099, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/gamma/_2101, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/moving_mean/_2103, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/moving_variance/_2105, resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/weights/_2107, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/beta/_2109, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/_2111, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean/_2113, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance/_2115, resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/weights/_2117, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/beta/_2119, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/_2121, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/_2123, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance/_2125, resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/weights/_2127, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/beta/_2129, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/_2131, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean/_2133, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance/_2135, resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weights/_2137, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/_2139, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/_2141, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/_2143, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance/_2145, resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights/_2147, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/beta/_2149, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/_2151, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/_2153, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance/_2155, resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/weights/_2157, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/beta/_2159, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/_2161, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/_2163, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance/_2165, resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/weights/_2167, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/beta/_2169, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/_2171, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean/_2173, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance/_2175, resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/weights/_2177, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/beta/_2179, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/_2181, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/_2183, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance/_2185, resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/weights/_2187, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/beta/_2189, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/_2191, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean/_2193, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance/_2195, resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights/_2197, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta/_2199, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/_2201, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean/_2203, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance/_2205, resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weights/_2207, resnet_v1_101/conv1/BatchNorm/beta/_2209, resnet_v1_101/conv1/BatchNorm/gamma/_2211, resnet_v1_101/conv1/BatchNorm/moving_mean/_2213, resnet_v1_101/conv1/BatchNorm/moving_variance/_2215, resnet_v1_101/conv1/weights/_2217)]]
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "../../../train.py", line 140, in <module>
train()
File "../../../train.py", line 132, in train
saver.save(sess, model_name, global_step=it)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1594, in save
raise exc
ValueError: Parent directory of snapshot doesn't exist, can't save.
^CException ignored in: <module 'threading' from '/scratch/sjn/anaconda/lib/python3.6/threading.py'>
Traceback (most recent call last):
File "/scratch/sjn/anaconda/lib/python3.6/threading.py", line 1294, in _shutdown
t.join()
complete error can be found at: https://hastebin.com/pivuzisece.lua
This is my pose_cfg.yaml file:
dataset: /scratch2/body_pose/pose-tensorflow/dataset/cropped/dataset.mat
dataset_type: "mpii"
pos_dist_thresh: 17
global_scale: 0.8452830189
scale_jitter_lo: 0.85
scale_jitter_up: 1.15
net_type: resnet_101
init_weights: ../../pretrained/resnet_v1_101.ckpt
location_refinement: true
locref_huber_loss: true
locref_loss_weight: 0.05
locref_stdev: 7.2801
intermediate_supervision: true
intermediate_supervision_layer: 12
max_input_size: 850
multi_step:
- [0.005, 10000]
- [0.02, 430000]
- [0.002, 730000]
- [0.001, 1030000]
display_iters: 20
save_iters: 60000
mirror: true
Replace the line 132 in train.py : saver.save(sess, model_name, global_step=it)
to
saver.save(sess, str('./'+model_name), global_step=it)
and it should work
have you download the pretrained model?can you share it with me. because the download site cannot open.thank you very much!
Replace the line 132 in train.py :
saver.save(sess, model_name, global_step=it)
tosaver.save(sess, str('./'+model_name), global_step=it)
and it should work
It works. Thank you so much!