cortex

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Mostly adding .item() to kill warning and an old if that didn't work.

TiSU32

Use `.item()` to collect results and losses-as-results only at an epoch's end

3

Using `.item()` to store results in `routine` call forces GPU to synchronize in order to have access at a lazy-evaluated Python number. This is suboptimal as kernel scheduling (CPU load)...

tsirif

Dataloader worker not releasing on interrupts

2

So right now, there is an init_fn being passed to the DataLoader to avoid a terminal flood when you do a keyboard interrupt. Normally, pytorch doesn't handle this well, but...

rdevon

LossHandler does not handle two different sets on the same network key

4

I have come to realize by the implementation in `built_ins/gan.py` that two separate calls are done in order to update the discriminator. The first optimizer update utilizes the gan loss...

tsirif

Include `seed` to argument parser

3

Hello there! I would like to make a PR which would include the following things: - [x] Add an cmd line argument for a seed. - [x] Create a setter...

tsirif

Fix model_optimizer_options argument

4

Either I do not understand how to use option `model_optimizer_options` or it will not work with current implementation. This PR allows to write `--o.model_optimizer_options "encoder={'lr': 0.01}"`.

dmitriy-serdyuk

dmitriy-serdyuk

It would be good to have this dataset

rdevon

Model build needs to be added to testing. Starting with classifier.py, with some variable arguments, the classifier needs to be tested for having the right parameter sizes as well as...

rdevon

Toy datasets needs to be ported over, with a plugin added and registered.

rdevon