QualityScaler
halutmatmul
| QualityScaler | halutmatmul | |
|---|---|---|
| 69 | 3 | |
| 1,738 | 201 | |
| - | - | |
| 7.9 | 9.4 | |
| 15 days ago | 5 months ago | |
| Python | Python | |
| MIT License | MIT License |
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QualityScaler
halutmatmul
- Show HN: Stella Nera – Maddness Hardware Accelerator
-
10x faster matrix and vector operations
This master's thesis sort of does it, but it doesn't have any fine-tuning yet so it completely wrecks the accuracy: https://github.com/joennlae/halutmatmul.
If someone worked on contributing this to Composer [1] I'd be down to help out. I can't justify building it all on my own right now since we're 100% focused on training speedup, but I could definitely meet and talk through it, help code tricky parts, review PRs, etc.
[1] https://github.com/mosaicml/composer
What are some alternatives?
cupscale - Image Upscaling GUI based on ESRGAN
kernel_tuner - Kernel Tuner
BSRGAN - Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!
3d-ken-burns - an implementation of 3D Ken Burns Effect from a Single Image using PyTorch
NiceScaler - Images & Video DeepLearning Upscaler
composer - Supercharge Your Model Training
zipslicer - A library for incremental loading of large PyTorch checkpoints
bolt - 10x faster matrix and vector operations
torchinfo - View model summaries in PyTorch!
PyTorch-Guide - PyTorch Guide
image-background-remove-tool - ✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
caer - High-performance Vision library in Python. Scale your research, not boilerplate.