Order of arguments to InvertedResidualBlock ('expand' and 'repeats' swapped)

[joseph-sch]

Hi, Thank you for posting your code.

You have swapped the expand and repeats arguments in the calls to InvertedResidualBlock function.

The signature is:

def InvertedResidualBlock(x, expand, out_channels, repeats, stride, weight_decay, block_id):
(x, expand, out_channels, repeats, stride, weight_decay, block_id)

But when you call you wrote the repeats argument in place of the expand argument and conversely:

    x = InvertedResidualBlock(x, 5, 64, 2, (2, 2), weight_decay, 1)
    x = InvertedResidualBlock(x, 1, 128, 4, (2, 2), weight_decay, 2)
    x = InvertedResidualBlock(x, 6, 128, 2, (1, 1), weight_decay, 3)
    x = InvertedResidualBlock(x, 1, 128, 4, (2, 2), weight_decay, 4)
    x = InvertedResidualBlock(x, 2, 128, 2, (1, 1), weight_decay, 5)

It should be:

```python
    x = InvertedResidualBlock(x, 2, 64, 5, (2, 2), weight_decay, 1)
    x = InvertedResidualBlock(x, 4, 128, 1, (2, 2), weight_decay, 2)
    x = InvertedResidualBlock(x, 2, 128, 6, (1, 1), weight_decay, 3)
    x = InvertedResidualBlock(x, 4, 128, 1, (2, 2), weight_decay, 4)
    x = InvertedResidualBlock(x, 2, 128, 2, (1, 1), weight_decay, 5)

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