tobechao commented on issue #7664: index out of bound error when update eval metric URL: https://github.com/apache/incubator-mxnet/issues/7664#issuecomment-355924384 I add a while loop in image.py: def next(self): ... try: while i < batch_size: label, s = self.next_sample() data = self.imdecode(s) try: self.check_valid_image(data) except RuntimeError as e: logging.debug('Invalid image, skipping: %s', str(e)) continue data = self.augmentation_transform(data) assert i < batch_size, 'Batch size must be multiples of augmenter output length' batch_data[i] = self.postprocess_data(data) batch_label[i] = label i += 1 except StopIteration: if not i: raise StopIteration while i < batch_size: import copy batch_data[i] = copy.deepcopy(batch_data[0]) batch_label[i] = copy.deepcopy(batch_label[0]) i += 1 ... I copy the first batch_szie-i times, It can works.
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