├── .dockerignore ├── .gitignore ├── Dockerfile ├── Dockerfile.extra ├── Makefile ├── README.md ├── deep_learning_at_scale ├── .dockerignore ├── __init__.py ├── _version.py ├── app.py ├── chapter_10 │ ├── README.md │ ├── __init__.py │ ├── app.py │ ├── augmentation_example.ipynb │ ├── data_diet.py │ ├── mnist.py │ ├── outlier_detection.py │ ├── vis.ipynb │ └── weighted_sampler.ipynb ├── chapter_11 │ ├── README.md │ ├── __init__.py │ ├── app.py │ ├── contrastive_learning.py │ ├── deepseed_moe.py │ ├── distillation.py │ ├── hpo.py │ ├── mnist_moe_baseline.py │ └── moe.py ├── chapter_12 │ ├── README.md │ ├── __init__.py │ ├── app.py │ └── qlora_llama_2.py ├── chapter_2 │ ├── README.md │ ├── __init__.py │ ├── app.py │ ├── data.py │ ├── has_black_patches_or_not.py │ ├── loss_landscape.py │ ├── model.py │ └── pyinternal.py ├── chapter_3 │ ├── README.md │ ├── __init__.py │ ├── app.py │ └── crawler.py ├── chapter_4 │ ├── README.md │ ├── __init__.py │ ├── app.py │ ├── callback.py │ ├── custom_kernel_example.py │ ├── dataset.py │ ├── model.py │ ├── results │ └── vision_model.py ├── chapter_5 │ ├── README.md │ ├── __init__.py │ ├── app.py │ ├── mpi_probe.cpp │ ├── ray_crawler.py │ ├── simple_rpc.py │ └── torch_dist.py ├── chapter_7 │ ├── README.md │ ├── __init__.py │ ├── app.py │ ├── complete_ddp.py │ ├── ddp_centralized.py │ ├── ddp_centralized_ray.py │ ├── distributed_dataset.py │ ├── efficient_ffcv_ddp.py │ ├── hogwild.py │ ├── rpc_centralized.py │ └── sharded_ddp.py ├── chapter_9 │ ├── README.md │ ├── __init__.py │ ├── app.py │ ├── baseline_deepfm.py │ ├── deepfm.py │ ├── deepfm_mp.py │ ├── deepspeed_zero_3.py │ ├── fake_tensor_demo.py │ ├── rpc_torch_exp_pipeline_ddp_deepfm.py │ ├── rpc_torch_exp_pipeline_deepfm.py │ ├── rpc_torch_pipeline_ddp_deepfm.py │ ├── rpc_torch_pipeline_deepfm.py │ ├── simple_model_parallel_deepfm.py │ ├── torch_baseline_deepfm.py │ ├── torch_model_parallel_deepfm.py │ ├── torch_pipeline_deepfm.py │ ├── torch_tensor_deepfm.py │ └── 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