Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

got an error of theano flag 'exception_verbosity=high' #3

Open
JiteshPshah opened this issue Aug 2, 2017 · 0 comments
Open

got an error of theano flag 'exception_verbosity=high' #3

JiteshPshah opened this issue Aug 2, 2017 · 0 comments

Comments

@JiteshPshah
Copy link

JiteshPshah commented Aug 2, 2017

Hi,
I got an error from changing the backend to theano.
my command is :
python train.py --path ../Image\ Generation/ --TYPE "train" --batch_size 10 --epochs 10

Traceback (most recent call last):
  File "train.py", line 196, in <module>
    train(path = args.path, batch_size = args.batch_size, EPOCHS = args.epochs)
  File "train.py", line 100, in train
    generated_images = generator.predict(Noise_batch)
  File "/home/akash/anaconda2/lib/python2.7/site-packages/keras/models.py", line 899, in predict
    return self.model.predict(x, batch_size=batch_size, verbose=verbose)
  File "/home/akash/anaconda2/lib/python2.7/site-packages/keras/engine/training.py", line 1573, in predict
    batch_size=batch_size, verbose=verbose)
  File "/home/akash/anaconda2/lib/python2.7/site-packages/keras/engine/training.py", line 1203, in _predict_loop
    batch_outs = f(ins_batch)
  File "/home/akash/anaconda2/lib/python2.7/site-packages/keras/backend/theano_backend.py", line 1122, in __call__
    return self.function(*inputs)
  File "/home/akash/anaconda2/lib/python2.7/site-packages/theano/compile/function_module.py", line 871, in __call__
    storage_map=getattr(self.fn, 'storage_map', None))
  File "/home/akash/anaconda2/lib/python2.7/site-packages/theano/gof/link.py", line 314, in raise_with_op
    reraise(exc_type, exc_value, exc_trace)
  File "/home/akash/anaconda2/lib/python2.7/site-packages/theano/compile/function_module.py", line 859, in __call__
    outputs = self.fn()
RuntimeError: CorrMM failed to allocate working memory of 12800 x 65536

Apply node that caused the error: CorrMM{half, (1, 1)}(InplaceDimShuffle{0,3,1,2}.0, Subtensor{::, ::, ::int64, ::int64}.0)
Toposort index: 144
Inputs types: [TensorType(float32, 4D), TensorType(float32, 4D)]
Inputs shapes: [(10, 512, 4096, 16), (256, 512, 5, 5)]
Inputs strides: [(134217728, 4, 32768, 2048), (4, 1024, -2621440, -524288)]
Inputs values: ['not shown', 'not shown']
Outputs clients: [[InplaceDimShuffle{0,2,3,1}(CorrMM{half, (1, 1)}.0)]]

Backtrace when the node is created(use Theano flag traceback.limit=N to make it longer):
  File "train.py", line 196, in <module>
    train(path = args.path, batch_size = args.batch_size, EPOCHS = args.epochs)
  File "train.py", line 63, in train
    generator = model.generator_model()
  File "/home/akash/GAN-master/model.py", line 34, in generator_model
    model.add(Convolution2D(256, 5, 5, border_mode='same'))
  File "/home/akash/anaconda2/lib/python2.7/site-packages/keras/models.py", line 463, in add
    output_tensor = layer(self.outputs[0])
  File "/home/akash/anaconda2/lib/python2.7/site-packages/keras/engine/topology.py", line 578, in __call__
    output = self.call(inputs, **kwargs)
  File "/home/akash/anaconda2/lib/python2.7/site-packages/keras/layers/convolutional.py", line 164, in call
    dilation_rate=self.dilation_rate)
  File "/home/akash/anaconda2/lib/python2.7/site-packages/keras/backend/theano_backend.py", line 1769, in conv2d
    filter_dilation=dilation_rate)

HINT: Use the Theano flag 'exception_verbosity=high' for a debugprint and storage map footprint of this apply node.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant