fix variable reuse probolem #1739
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Traceback (most recent call last):
File "model/main.py", line 427, in
tf.app.run()
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/platform/app.py", line 48, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "model/main.py", line 233, in main
train_model.create_model(UserModel, stage_scope)
File "/gfs/atlas/zhanghui/postfilter-gan/model/base.py", line 163, in create_model
y=batch_y_split[dev_i])
File "/gfs/atlas/zhanghui/postfilter-gan/model/base.py", line 240, in add_tower
tower = obj_tower(x, y, input_shape, self.nclasses, is_training, is_inference)
File "", line 41, in init
File "", line 119, in postfilter_gan_init
File "", line 142, in build_model
File "", line 291, in generator
File "/gfs/atlas/zhanghui/postfilter-gan/model/ops.py", line 80, in conv2d
initializer=tf.truncated_normal_initializer(stddev=stddev))
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/variable_scope.py", line 1065, in get_variable
use_resource=use_resource, custom_getter=custom_getter)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/variable_scope.py", line 962, in get_variable
use_resource=use_resource, custom_getter=custom_getter)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/variable_scope.py", line 367, in get_variable
validate_shape=validate_shape, use_resource=use_resource)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/variable_scope.py", line 352, in _true_getter
use_resource=use_resource)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/variable_scope.py", line 664, in _get_single_variable
name, "".join(traceback.format_list(tb))))
ValueError: Variable generator/g_h0_conv/w already exists, disallowed. Did you mean to set reuse=True in VarScope? Originally defined at:
I have this problem in use this repo, may be this PR is the correct solution.