ValueError: Variable highway/highway_network/layer_0/kernel already exists, disallowed. Did you mean to set reuse=True in VarScope?

[yogesh-nikose]

File "/home/u19872/.conda/envs/bert01/lib/python3.6/runpy.py", line 193, in _run_module_as_main
"main", mod_spec)
File "/home/u19872/.conda/envs/bert01/lib/python3.6/runpy.py", line 85, in _run_code
exec(code, run_globals)
File "/home/u19872/bert01/bi-att-flow/basic/cli.py", line 126, in
tf.app.run()
File "/home/u19872/.conda/envs/bert01/lib/python3.6/site-packages/tensorflow/python/platform/app.py", line 48, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "/home/u19872/bert01/bi-att-flow/basic/cli.py", line 123, in main
m(config)
File "/home/u19872/bert01/bi-att-flow/basic/main.py", line 23, in main
_train(config)
File "/home/u19872/bert01/bi-att-flow/basic/main.py", line 82, in _train
models = get_multi_gpu_models(config)
File "/home/u19872/bert01/bi-att-flow/basic/model.py", line 19, in get_multi_gpu_models
model = Model(config, scope, rep=gpu_idx == 0)
File "/home/u19872/bert01/bi-att-flow/basic/model.py", line 58, in init
self._build_forward()
File "/home/u19872/bert01/bi-att-flow/basic/model.py", line 128, in _build_forward
xx = highway_network(xx, config.highway_num_layers, True, wd=config.wd, is_train=self.is_train)
File "/home/u19872/bert01/bi-att-flow/my/tensorflow/nn.py", line 222, in highway_network
input_keep_prob=input_keep_prob, is_train=is_train)
File "/home/u19872/bert01/bi-att-flow/my/tensorflow/nn.py", line 210, in highway_layer
gate = linear([arg], d, bias, bias_start=bias_start, scope='gate', wd=wd, input_keep_prob=input_keep_prob, is_train=is_train)
File "/home/u19872/bert01/bi-att-flow/my/tensorflow/nn.py", line 91, in linear
flat_out = _linear(flat_args, output_size, bias)
File "/home/u19872/bert01/bi-att-flow/my/tensorflow/nn.py", line 61, in _linear
initializer=kernel_initializer)
File "/home/u19872/.conda/envs/bert01/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 1065, in get_variable
use_resource=use_resource, custom_getter=custom_getter)
File "/home/u19872/.conda/envs/bert01/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 962, in get_variable
use_resource=use_resource, custom_getter=custom_getter)
File "/home/u19872/.conda/envs/bert01/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 367, in get_variable
validate_shape=validate_shape, use_resource=use_resource)
File "/home/u19872/.conda/envs/bert01/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 352, in _true_getter
use_resource=use_resource)
File "/home/u19872/.conda/envs/bert01/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 664, in _get_single_variable
name, "".join(traceback.format_list(tb))))
ValueError: Variable highway/highway_network/layer_0/kernel already exists, disallowed. Did you mean to set reuse=True in VarScope? Originally defined at:

File "/home/u19872/bert01/bi-att-flow/my/tensorflow/nn.py", line 61, in _linear
initializer=kernel_initializer)
File "/home/u19872/bert01/bi-att-flow/my/tensorflow/nn.py", line 91, in linear
flat_out = _linear(flat_args, output_size, bias)
File "/home/u19872/bert01/bi-att-flow/my/tensorflow/nn.py", line 208, in highway_layer
trans = linear([arg], d, bias, bias_start=bias_start, scope='trans', wd=wd, input_keep_prob=input_keep_prob, is_train=is_train)