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View Code? Open in Web Editor NEWImplementation of a couple deep learning models using TensorFlow
License: Apache License 2.0
Implementation of a couple deep learning models using TensorFlow
License: Apache License 2.0
Could u please release your model so that we can transfer to other fields? THX
there is an error when running the cifar-dense file
Traceback (most recent call last):
File "cifar10-densenet.py", line 202, in
launch_train_with_config(config, SyncMultiGPUTrainer(nr_tower))
File "/usr/local/lib/python2.7/dist-packages/tensorpack/train/interface.py", line 90, in launch_train_with_config
model.get_input_signature(), input,
File "/usr/local/lib/python2.7/dist-packages/tensorpack/utils/argtools.py", line 200, in wrapper
value = func(*args, **kwargs)
File "/usr/local/lib/python2.7/dist-packages/tensorpack/graph_builder/model_desc.py", line 86, in get_input_signature
inputs = self.inputs()
File "/usr/local/lib/python2.7/dist-packages/tensorpack/graph_builder/model_desc.py", line 116, in inputs
raise NotImplementedError()
NotImplementedError
File "densenet.py", line 162, in
run()
File "densenet.py", line 160, in run
run_model(data, image_dim, label_count, 40)
File "densenet.py", line 94, in run_model
current, features = block(current, layers, 16, 12, is_training, keep_prob)
File "densenet.py", line 72, in block
current = tf.concat(3, (current, tmp))
File "/home/fp/anaconda2/lib/python2.7/site-packages/tensorflow/python/ops/array_ops.py", line 1061, in concat
dtype=dtypes.int32).get_shape(
File "/home/fp/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 611, in convert_to_tensor
as_ref=False)
File "/home/fp/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 676, in internal_convert_to_tensor
ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref)
File "/home/fp/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/constant_op.py", line 121, in _constant_tensor_conversion_function
return constant(v, dtype=dtype, name=name)
File "/home/fp/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/constant_op.py", line 102, in constant
tensor_util.make_tensor_proto(value, dtype=dtype, shape=shape, verify_shape=verify_shape))
File "/home/fp/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/tensor_util.py", line 376, in make_tensor_proto
_AssertCompatible(values, dtype)
File "/home/fp/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/tensor_util.py", line 302, in _AssertCompatible
(dtype.name, repr(mismatch), type(mismatch).name))
TypeError: Expected int32, got list containing Tensors of type '_Message' instead.
Hi. When I run this script after 30 hours on a GTX1080 computer, I just got 83% accuracy on test dataset. So why this happened?
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