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Broken pipe on search #24

@VascoLopes

Description

@VascoLopes

On using:
export CUDA_VISIBLE_DEVICES="0" && python train_search.py --dataset cifar10 --batch_size 96 --save MULTI_CHANNEL_SEARCH_git rev-parse --short HEAD_search_weighting_max_w --init_channels 36 --epochs 120 --cutout --autoaugment --seed 10 --weighting_algorithm max_w --multi_channel

The code runs through several

File "/usr/lib/python3.8/multiprocessing/queues.py", line 245, in _feed
send_bytes(obj)
File "/usr/lib/python3.8/multiprocessing/connection.py", line 200, in send_bytes
self._send_bytes(m[offset:offset + size])
File "/usr/lib/python3.8/multiprocessing/connection.py", line 411, in _send_bytes
self._send(header + buf)
File "/usr/lib/python3.8/multiprocessing/connection.py", line 368, in _send
n = write(self._handle, buf)

And continues the search process. However, the results while searching are not as expected.
Is this error accountable, or is it something that would require any fix?

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