naswot/models/shape_searchs/test.py

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2020-06-03 13:59:01 +02:00
##################################################
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2019 #
##################################################
import torch
import torch.nn as nn
from SoftSelect import ChannelWiseInter
if __name__ == '__main__':
tensors = torch.rand((16, 128, 7, 7))
for oc in range(200, 210):
out_v1 = ChannelWiseInter(tensors, oc, 'v1')
out_v2 = ChannelWiseInter(tensors, oc, 'v2')
assert (out_v1 == out_v2).any().item() == 1
for oc in range(48, 160):
out_v1 = ChannelWiseInter(tensors, oc, 'v1')
out_v2 = ChannelWiseInter(tensors, oc, 'v2')
assert (out_v1 == out_v2).any().item() == 1