├── .devcontainer.json ├── .github └── workflows │ ├── deploy.yaml │ └── test.yaml ├── .gitignore ├── CITATION.cff ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── README.md ├── docker-compose.yml ├── fasterai ├── __init__.py ├── _modidx.py ├── core │ ├── __init__.py │ ├── all.py │ ├── criteria.py │ ├── granularity.py │ └── schedule.py ├── distill │ ├── __init__.py │ ├── all.py │ └── distillation_callback.py ├── misc │ ├── __init__.py │ ├── all.py │ ├── bn_folding.py │ ├── cpu_optimizer.py │ └── fc_decomposer.py ├── prune │ ├── __init__.py │ ├── all.py │ ├── prune_callback.py │ └── pruner.py ├── quantize │ ├── __init__.py │ ├── all.py │ ├── quantize_callback.py │ └── quantizer.py ├── regularize │ ├── __init__.py │ ├── all.py │ └── regularize_callback.py └── sparse │ ├── __init__.py │ ├── all.py │ ├── sparsifier.py │ └── sparsify_callback.py ├── nbs ├── .gitignore ├── _quarto.yml ├── core │ ├── criteria.ipynb │ ├── granularity.ipynb │ └── schedules.ipynb ├── custom.scss ├── custom.yml ├── custom_dark.scss ├── distill │ └── distillation_callback.ipynb ├── fasterai ├── imgs │ ├── Distilled.svg │ ├── Drawings.svg │ ├── Initial.svg │ ├── LTH.png │ ├── LTH2_index.png │ ├── Pruned.svg │ ├── Quantized.svg │ ├── Regularized.svg │ ├── Sparsified.svg │ ├── distill.pdf │ ├── distill.png │ ├── distill.svg │ ├── distill_index2.png │ ├── distillation.png │ ├── gradual.pdf │ ├── granularity.pdf │ ├── image_pixelisee.svg │ ├── iterative.pdf │ ├── logo.png │ ├── one_shot.pdf │ ├── perf2.svg │ ├── pruning.pdf │ ├── pruning_filters.pdf │ ├── pruning_filters.png │ ├── pruning_readme.png │ ├── reg_index.png │ ├── regularization.png │ ├── rm_benchmark.png │ ├── rm_distill.png │ ├── rm_prune.png │ ├── rm_quant.png │ ├── rm_regularize.png │ ├── rm_sparse.png │ ├── schedules.png │ ├── sparse_index.png │ ├── sparsification.png │ ├── svd.png │ └── test.png ├── index.css ├── index.qmd ├── misc │ ├── bn_folding.ipynb │ ├── cpu_optimizer.ipynb │ └── fc_decomposer.ipynb ├── nbdev.yml ├── overview.ipynb ├── prune │ ├── prune_callback.ipynb │ └── pruner.ipynb ├── quantize │ ├── quantize_callback.ipynb │ └── quantizer.ipynb ├── quickstart.ipynb ├── regularize │ └── regularize_callback.ipynb ├── sparse │ ├── sparsifier.ipynb │ └── sparsify_callback.ipynb ├── styles.css └── tutorials │ ├── distill │ └── distill_callback.ipynb │ ├── misc │ ├── bn_folding.ipynb │ └── fc_decomposer.ipynb │ ├── prune │ ├── YOLOV8.ipynb │ └── prune_callback.ipynb │ ├── quantize │ ├── quantize_callback.ipynb │ └── quantizer.ipynb │ ├── regularize │ └── regularize_callback.ipynb │ ├── sparse │ ├── lottery_ticket.ipynb │ ├── schedules.ipynb │ ├── sparsifier.ipynb │ ├── sparsify_callback.ipynb │ └── transformers.ipynb │ ├── timm.ipynb │ └── walkthrough.ipynb ├── settings.ini └── setup.py /.devcontainer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FasterAI-Labs/fasterai/HEAD/.devcontainer.json 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