add unit test for inverted_residual: debug 1
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0d0641b5c1
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b3bd282cc7
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@ -10,7 +10,7 @@ def test_inv_residual():
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# test stride assertion.
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InvertedResidual(32, 32, 3, 4)
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# test default config with res connection.
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# test default config without res connection.
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# set expand_ratio = 4, stride = 1 and inp=oup.
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inv_module = InvertedResidual(32, 32, 1, 4)
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assert inv_module.use_res_connect
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@ -18,8 +18,8 @@ def test_inv_residual():
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assert inv_module.conv[0].padding == 0
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assert inv_module.conv[1].kernel_size == (3, 3)
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assert inv_module.conv[1].padding == 1
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assert not inv_module.conv[0].with_norm
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assert not inv_module.conv[1].with_norm
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assert inv_module.conv[0].with_norm
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assert inv_module.conv[1].with_norm
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x = torch.rand(1, 32, 64, 64)
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output = inv_module(x)
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assert output.shape == (1, 32, 64, 64)
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