Remove named tensors

[georgeyiasemis]

Changes to use with no named tensors. Updates are only within direct/data and direct/nn directories.
Validation on calgary-campinas data from checkpoints match with stored metrics. Training also works fine.
@jonasteuwen can you please review?

[jonasteuwen]

At the line where you want to disable it.

…

On 28 Jun 2021, at 11:36, George Yiasemis ***@***.***> wrote:  @georgeyiasemis commented on this pull request. In direct/common/subsample.py: > +# pylint: disable = E1123 + Where should it be? End of file? — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub, or unsubscribe.

[jonasteuwen]

There is too much ;-)

…

On 28 Jun 2021, at 14:15, George Yiasemis ***@***.***> wrote:  @georgeyiasemis commented on this pull request. In direct/data/datasets.py: > + filenames = ["sample"] + + if isinstance(filenames, str): + filenames = [filenames] + + if len(filenames) != self.sample_size: + filenames = [filenames[0] + f"{_:05}" for _ in range(1, self.sample_size + 1)] + + current_slice_number = 0 + for idx, filename in enumerate(filenames): + + if len(filenames) < 5 or idx % (len(filenames) // 5) == 0 or len(filenames) == (idx + 1): + self.logger.info(f"Parsing: {(idx + 1) / len(filenames) * 100:.2f}%.") + + num_slices = self.spatial_shape[0] if len(self.spatial_shape) == 3 else 1 + Insert or remove whitespace? — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub, or unsubscribe.

[jonasteuwen]

LGTM