Ilya Trushkin

Introduces the real tutorial with an opportunity of editing the code and interacting with the notebook. Tasks: - [ ] Prepare the working sample - [x] Test locally - [...

Device parameter is not processed in TensorFlow tutorials

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**Bug description** Interactive API Task Interface provides users with `device` parameter, but we do not use it in TensorFlow tutorials. **To Reproduce** Prerequisites: Both types of CPU and CUDA devices...

[Windows] Unsuccessful TensorSliceReader constructor

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**Describe the bug** While running a Director-based workflow on Windows, there is an error while unpickling the Keras model. This issue is known: https://github.com/keras-team/tf-keras/issues/87 **Steps To Reproduce** I ran Director-based...

## Issue The output of CI dockerization jobs stops at the collaborator certification. Aggregator and collaborator containers do not start. ## Fix Change `ProcessPoolExecutor.submit` call signature.

Fix tutorials on Windows

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- PyTorch DataLoader's `num_workers` usage is removed due to Windows errors/slowness with `num_workers > 0`. Closes #549.

Add development mode to graminize command

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## New Features - `--openfl-path` option to pass to `fx workspace graminize` command. Allows both local and remote OpenFL repository paths. 1. Local path Accepts every path on the system...

Add stable diffusion fine-tuning

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### Summary This PR introduces a new "Diffusion" task for image generation using LDMs. ### Checklist - [x] I have added unit tests to cover my changes.​ - [x] I...

Extend EfficientNet pretrained support to B2-B8

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### Summary Adds support for downloading and using pretrained EfficientNet weights for models larger than B1 (B2-B8). In pytorchcv, the “c” denotes the community re-trained EfficientNet variants (ported via https://www.github.com/rwightman/timm)...