зеркало из https://github.com/microsoft/caffe.git
pycaffe: reorder exceptions
It doesn't make sense to complain about input not being batch-sized if it isn't even 4-d in the first place.
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@ -57,10 +57,10 @@ def _Net_forward(self, blobs=None, **kwargs):
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# Set input according to defined shapes and make arrays single and
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# C-contiguous as Caffe expects.
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for in_, blob in kwargs.iteritems():
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if blob.shape[0] != self.blobs[in_].num:
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raise Exception('Input is not batch sized')
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if blob.ndim != 4:
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raise Exception('{} blob is not 4-d'.format(in_))
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if blob.shape[0] != self.blobs[in_].num:
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raise Exception('Input is not batch sized')
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self.blobs[in_].data[...] = blob
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self._forward()
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@ -91,10 +91,10 @@ def _Net_backward(self, diffs=None, **kwargs):
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# Set top diffs according to defined shapes and make arrays single and
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# C-contiguous as Caffe expects.
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for top, diff in kwargs.iteritems():
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if diff.shape[0] != self.blobs[top].num:
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raise Exception('Diff is not batch sized')
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if diff.ndim != 4:
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raise Exception('{} diff is not 4-d'.format(top))
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if diff.shape[0] != self.blobs[top].num:
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raise Exception('Diff is not batch sized')
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self.blobs[top].diff[...] = diff
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self._backward()
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