├── .cargo └── config.toml ├── .github └── workflows │ └── rust-ci.yml ├── .gitignore ├── .python-version ├── CHANGELOG.md ├── Cargo.toml ├── LICENSE-APACHE ├── LICENSE-MIT ├── Makefile ├── README.md ├── clippy.toml ├── dune-project ├── examples ├── basics.rs ├── char-rnn │ ├── README.md │ └── main.rs ├── cifar │ └── main.rs ├── custom-optimizer │ ├── README.md │ ├── main.rs │ └── sparse_adam.rs ├── gan │ └── main.rs ├── jit-quantized │ ├── README.md │ ├── main.rs │ └── resnet.py ├── jit-trace │ ├── README.md │ ├── main.rs │ └── test.py ├── jit-train │ ├── README.md │ ├── main.rs │ └── resnet.py ├── jit │ ├── README.md │ ├── main.rs │ └── resnet.py ├── llama │ ├── convert_checkpoint.py │ ├── main.rs │ └── sentencepiece.rs ├── memory_test.rs ├── min-gpt │ ├── README.md │ └── main.rs ├── mnist │ ├── README.md │ ├── main.rs │ ├── mnist_conv.rs │ ├── mnist_linear.rs │ └── mnist_nn.rs ├── neural-style-transfer │ ├── README.md │ └── main.rs ├── pretrained-models │ └── main.rs ├── python-extension │ ├── Cargo.toml │ ├── README.md │ ├── build.rs │ ├── src │ │ └── lib.rs │ └── test.py ├── reinforcement-learning │ ├── README.md │ ├── a2c.rs │ ├── atari_wrappers.py │ ├── ddpg.rs │ ├── gym_env.rs │ ├── main.rs │ ├── policy_gradient.rs │ ├── ppo.rs │ └── vec_gym_env.rs ├── stable-diffusion │ ├── README.md │ ├── main.rs │ └── media │ │ ├── robot11.jpg │ │ ├── robot13.jpg │ │ ├── robot3.jpg │ │ ├── robot4.jpg │ │ ├── robot7.jpg │ │ └── robot8.jpg ├── tensor-tools.rs ├── transfer-learning │ ├── README.md │ └── main.rs ├── translation │ ├── dataset.rs │ ├── lang.rs │ └── main.rs ├── vae │ └── main.rs └── yolo │ ├── coco_classes.rs │ ├── darknet.rs │ ├── main.rs │ └── yolo-v3.cfg ├── gen ├── .ocamlformat ├── dune ├── gen.ml └── gen.mli ├── main.py ├── pyo3-tch ├── Cargo.toml ├── build.rs └── src │ └── lib.rs ├── pyproject.toml ├── rustfmt.toml ├── src ├── data.rs ├── error.rs ├── lib.rs ├── nn │ ├── batch_norm.rs │ ├── conv.rs │ ├── conv_transpose.rs │ ├── func.rs │ ├── group_norm.rs │ ├── init.rs │ ├── layer_norm.rs │ ├── linear.rs │ ├── mod.rs │ ├── module.rs │ ├── optimizer.rs │ ├── rnn.rs │ ├── sequential.rs │ ├── sparse.rs │ └── var_store.rs ├── tensor │ ├── convert.rs │ ├── display.rs │ ├── index.rs │ ├── iter.rs │ ├── mod.rs │ ├── npy.rs │ ├── ops.rs │ └── safetensors.rs ├── vision │ ├── alexnet.rs │ ├── cifar.rs │ ├── convmixer.rs │ ├── dataset.rs │ ├── densenet.rs │ ├── dinov2.rs │ ├── efficientnet.rs │ ├── export_dinov2.py │ ├── export_model.py │ ├── image.rs │ ├── imagenet.rs │ ├── inception.rs │ ├── mnist.rs │ ├── mobilenet.rs │ ├── mod.rs │ ├── resnet.rs │ ├── rust_image.rs │ ├── squeezenet.rs │ └── vgg.rs └── wrappers │ ├── device.rs │ ├── image.rs │ ├── jit.rs │ ├── kind.rs │ ├── layout.rs │ ├── mod.rs │ ├── optimizer.rs │ ├── python.rs │ ├── scalar.rs │ ├── stream.rs │ ├── tensor.rs │ ├── tensor_fallible_generated.rs │ ├── tensor_generated.rs │ └── utils.rs ├── tests ├── autocast.rs ├── create_jit_models.py ├── data_tests.rs ├── device_tests.rs ├── display_tests.rs ├── foo.pt ├── foo1.pt ├── foo2.pt ├── foo3.pt ├── foo4.pt ├── foo5.pt ├── foo6.pt ├── foo7.pt ├── foo8.pt ├── jit_tests.rs ├── linear │ ├── bs.npy │ ├── gen-test-data.py │ ├── in.npy │ ├── out.npy │ └── ws.npy ├── nn_tests.rs ├── serialization_tests.rs ├── tensor_indexing.rs ├── tensor_tests.rs ├── test_utils.rs ├── var_store.rs └── vision_tests.rs ├── third_party └── pytorch │ ├── Declarations-v1.10.0.yaml │ ├── Declarations-v1.11.0.yaml │ ├── Declarations-v1.12.0.yaml │ ├── Declarations-v1.13.0.yaml │ ├── Declarations-v1.4.0.yaml │ ├── Declarations-v1.5.0.yaml │ ├── Declarations-v1.6.0.yaml │ ├── Declarations-v1.7.0.yaml │ ├── Declarations-v1.8.0.yaml │ ├── Declarations-v1.9.0.yaml │ ├── Declarations-v2.0.0.yaml │ ├── Declarations-v2.1.0.yaml │ ├── Declarations-v2.2.0.yaml │ ├── Declarations-v2.3.0.yaml │ ├── Declarations-v2.4.0.yaml │ ├── Declarations-v2.5.0.yaml │ ├── Declarations-v2.6.0.yaml │ ├── Declarations-v2.7.0.yaml │ ├── 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