ZhennanQin commented on a change in pull request #13697: [MKLDNN] Enable signed
int8 support for convolution.
URL: https://github.com/apache/incubator-mxnet/pull/13697#discussion_r244627408
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File path: python/mxnet/contrib/quantization.py
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@@ -139,18 +136,20 @@ def __init__(self, include_layer=None, logger=None):
def collect(self, name, arr):
"""Callback function for collecting layer output NDArrays."""
- name = py_str(name)
- if self.include_layer is not None and not self.include_layer(name):
- return
- handle = ctypes.cast(arr, NDArrayHandle)
- arr = NDArray(handle, writable=False).copyto(cpu())
- if self.logger is not None:
- self.logger.info("Collecting layer %s output of shape %s" % (name,
arr.shape))
- if name in self.nd_dict:
- self.nd_dict[name].append(arr)
- else:
- self.nd_dict[name] = [arr]
-
+ try:
+ name = py_str(name)
+ if self.include_layer is not None and not self.include_layer(name):
+ return
+ handle = ctypes.cast(arr, NDArrayHandle)
+ arr = NDArray(handle, writable=False).copyto(cpu())
+ if self.logger is not None:
+ self.logger.info("Collecting layer %s output of shape %s" %
(name, arr.shape))
+ if name in self.nd_dict:
+ self.nd_dict[name].append(arr)
+ else:
+ self.nd_dict[name] = [arr]
+ except KeyboardInterrupt:
Review comment:
Adding this is to improve user friendly. Because without this change, you
can't ctrl + c to terminate the quantizaiton script. @KellenSunderland For this
case, do you have any suggested change?
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