├── .github ├── FUNDING.yml └── workflows │ └── rust.yml ├── .gitignore ├── .rustfmt.toml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Cargo.lock ├── Cargo.toml ├── LICENSE ├── README.md ├── benches └── tensor_ops_bench.rs ├── docs ├── ARCHITECTURE.md ├── PERFORMANCE.md └── USER_GUIDE.md ├── examples ├── cuda_serialization.rs ├── lstm_char_rnn_cpu.rs ├── sine_regression_cpu.rs ├── tensor_serialization.rs ├── train_mnist_cnn_cpu.rs ├── train_mnist_cnn_gpu.rs ├── train_mnist_cpu.rs └── train_mnist_gpu.rs ├── scripts ├── profile.sh ├── profile_basic.sh ├── profile_cpu.sh └── profile_gpu.sh ├── src ├── array.rs ├── backend │ ├── cpu.rs │ ├── cuda │ │ ├── context.rs │ │ ├── kernels │ │ │ ├── array_ops.cu │ │ │ ├── conv.cu │ │ │ ├── elementwise.cu │ │ │ ├── log_softmax_fused.cu │ │ │ ├── logsumexp_backward.cu │ │ │ ├── mod.rs │ │ │ ├── optimizer.cu │ │ │ ├── pooling.cu │ │ │ ├── reduction.cu │ │ │ ├── reduction_helpers.cuh │ │ │ └── transpose.cu │ │ ├── mod.rs │ │ ├── ops.rs │ │ ├── ops.rs.backup │ │ ├── storage.rs │ │ └── utils.rs │ └── mod.rs ├── data.rs ├── error.rs ├── graph.rs ├── hooks.rs ├── init.rs ├── lib.rs ├── ops │ ├── cpu_backward.rs │ ├── cpu_ops.rs │ └── mod.rs ├── optim.rs ├── tensor.rs ├── tensor_debug_impl.rs ├── test_utils.rs └── util.rs └── tests ├── array_tensor_tests.rs ├── hooks_tests.rs ├── init_tests.rs ├── mod.rs ├── ops_cpu_backward_tests.rs ├── ops_cpu_tests.rs ├── ops_cuda_backward_tests.rs ├── ops_cuda_backward_tests_backup.rs ├── ops_cuda_tests.rs ├── ops_edge_cases_tests.rs ├── ops_overloading_tests.rs ├── optim_tests.rs ├── random_ops_tests.rs ├── serialization_tests.rs ├── sgd_cuda_tests.rs ├── tensor_method_cuda_tests_map.rs ├── tensor_method_tests.rs ├── tensor_method_tests_map.rs ├── test_concat.rs ├── test_cuda_conv2d.rs ├── test_cuda_logsumexp_gradient.rs ├── test_cuda_sum_along_axis.rs ├── test_expand_dims.rs ├── test_gradient_checker.rs └── test_gradient_checker_cuda.rs /.github/FUNDING.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/.github/FUNDING.yml -------------------------------------------------------------------------------- /.github/workflows/rust.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/.github/workflows/rust.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/.gitignore -------------------------------------------------------------------------------- /.rustfmt.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/.rustfmt.toml -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /Cargo.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/Cargo.lock -------------------------------------------------------------------------------- /Cargo.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/Cargo.toml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/README.md -------------------------------------------------------------------------------- /benches/tensor_ops_bench.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/benches/tensor_ops_bench.rs -------------------------------------------------------------------------------- /docs/ARCHITECTURE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/docs/ARCHITECTURE.md -------------------------------------------------------------------------------- /docs/PERFORMANCE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/docs/PERFORMANCE.md -------------------------------------------------------------------------------- /docs/USER_GUIDE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/docs/USER_GUIDE.md -------------------------------------------------------------------------------- /examples/cuda_serialization.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/examples/cuda_serialization.rs -------------------------------------------------------------------------------- /examples/lstm_char_rnn_cpu.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/examples/lstm_char_rnn_cpu.rs -------------------------------------------------------------------------------- /examples/sine_regression_cpu.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/examples/sine_regression_cpu.rs -------------------------------------------------------------------------------- /examples/tensor_serialization.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/examples/tensor_serialization.rs -------------------------------------------------------------------------------- /examples/train_mnist_cnn_cpu.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/examples/train_mnist_cnn_cpu.rs -------------------------------------------------------------------------------- /examples/train_mnist_cnn_gpu.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/examples/train_mnist_cnn_gpu.rs -------------------------------------------------------------------------------- /examples/train_mnist_cpu.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/examples/train_mnist_cpu.rs -------------------------------------------------------------------------------- /examples/train_mnist_gpu.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/examples/train_mnist_gpu.rs -------------------------------------------------------------------------------- /scripts/profile.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/scripts/profile.sh -------------------------------------------------------------------------------- /scripts/profile_basic.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/scripts/profile_basic.sh -------------------------------------------------------------------------------- /scripts/profile_cpu.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/scripts/profile_cpu.sh -------------------------------------------------------------------------------- /scripts/profile_gpu.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/scripts/profile_gpu.sh -------------------------------------------------------------------------------- /src/array.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/array.rs -------------------------------------------------------------------------------- /src/backend/cpu.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cpu.rs -------------------------------------------------------------------------------- /src/backend/cuda/context.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/context.rs -------------------------------------------------------------------------------- /src/backend/cuda/kernels/array_ops.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/kernels/array_ops.cu -------------------------------------------------------------------------------- /src/backend/cuda/kernels/conv.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/kernels/conv.cu -------------------------------------------------------------------------------- /src/backend/cuda/kernels/elementwise.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/kernels/elementwise.cu -------------------------------------------------------------------------------- /src/backend/cuda/kernels/log_softmax_fused.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/kernels/log_softmax_fused.cu -------------------------------------------------------------------------------- /src/backend/cuda/kernels/logsumexp_backward.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/kernels/logsumexp_backward.cu -------------------------------------------------------------------------------- /src/backend/cuda/kernels/mod.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/kernels/mod.rs -------------------------------------------------------------------------------- /src/backend/cuda/kernels/optimizer.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/kernels/optimizer.cu -------------------------------------------------------------------------------- /src/backend/cuda/kernels/pooling.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/kernels/pooling.cu -------------------------------------------------------------------------------- /src/backend/cuda/kernels/reduction.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/kernels/reduction.cu -------------------------------------------------------------------------------- /src/backend/cuda/kernels/reduction_helpers.cuh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/kernels/reduction_helpers.cuh -------------------------------------------------------------------------------- /src/backend/cuda/kernels/transpose.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/kernels/transpose.cu -------------------------------------------------------------------------------- /src/backend/cuda/mod.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/mod.rs -------------------------------------------------------------------------------- /src/backend/cuda/ops.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/ops.rs -------------------------------------------------------------------------------- /src/backend/cuda/ops.rs.backup: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/ops.rs.backup -------------------------------------------------------------------------------- /src/backend/cuda/storage.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/storage.rs -------------------------------------------------------------------------------- /src/backend/cuda/utils.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/cuda/utils.rs -------------------------------------------------------------------------------- /src/backend/mod.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/backend/mod.rs -------------------------------------------------------------------------------- /src/data.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/data.rs -------------------------------------------------------------------------------- /src/error.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/error.rs -------------------------------------------------------------------------------- /src/graph.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/graph.rs -------------------------------------------------------------------------------- /src/hooks.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/hooks.rs -------------------------------------------------------------------------------- /src/init.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/init.rs -------------------------------------------------------------------------------- /src/lib.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/lib.rs -------------------------------------------------------------------------------- /src/ops/cpu_backward.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/ops/cpu_backward.rs -------------------------------------------------------------------------------- /src/ops/cpu_ops.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/ops/cpu_ops.rs -------------------------------------------------------------------------------- /src/ops/mod.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/ops/mod.rs -------------------------------------------------------------------------------- /src/optim.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/optim.rs -------------------------------------------------------------------------------- /src/tensor.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/tensor.rs -------------------------------------------------------------------------------- /src/tensor_debug_impl.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/tensor_debug_impl.rs -------------------------------------------------------------------------------- /src/test_utils.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/test_utils.rs -------------------------------------------------------------------------------- /src/util.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/src/util.rs -------------------------------------------------------------------------------- /tests/array_tensor_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/array_tensor_tests.rs -------------------------------------------------------------------------------- /tests/hooks_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/hooks_tests.rs -------------------------------------------------------------------------------- /tests/init_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/init_tests.rs -------------------------------------------------------------------------------- /tests/mod.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/mod.rs -------------------------------------------------------------------------------- /tests/ops_cpu_backward_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/ops_cpu_backward_tests.rs -------------------------------------------------------------------------------- /tests/ops_cpu_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/ops_cpu_tests.rs -------------------------------------------------------------------------------- /tests/ops_cuda_backward_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/ops_cuda_backward_tests.rs -------------------------------------------------------------------------------- /tests/ops_cuda_backward_tests_backup.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/ops_cuda_backward_tests_backup.rs -------------------------------------------------------------------------------- /tests/ops_cuda_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/ops_cuda_tests.rs -------------------------------------------------------------------------------- /tests/ops_edge_cases_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/ops_edge_cases_tests.rs -------------------------------------------------------------------------------- /tests/ops_overloading_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/ops_overloading_tests.rs -------------------------------------------------------------------------------- /tests/optim_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/optim_tests.rs -------------------------------------------------------------------------------- /tests/random_ops_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/random_ops_tests.rs -------------------------------------------------------------------------------- /tests/serialization_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/serialization_tests.rs -------------------------------------------------------------------------------- /tests/sgd_cuda_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/sgd_cuda_tests.rs -------------------------------------------------------------------------------- /tests/tensor_method_cuda_tests_map.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/tensor_method_cuda_tests_map.rs -------------------------------------------------------------------------------- /tests/tensor_method_tests.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/tensor_method_tests.rs -------------------------------------------------------------------------------- /tests/tensor_method_tests_map.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/tensor_method_tests_map.rs -------------------------------------------------------------------------------- /tests/test_concat.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/test_concat.rs -------------------------------------------------------------------------------- /tests/test_cuda_conv2d.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/test_cuda_conv2d.rs -------------------------------------------------------------------------------- /tests/test_cuda_logsumexp_gradient.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/test_cuda_logsumexp_gradient.rs -------------------------------------------------------------------------------- /tests/test_cuda_sum_along_axis.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/test_cuda_sum_along_axis.rs -------------------------------------------------------------------------------- /tests/test_expand_dims.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/test_expand_dims.rs -------------------------------------------------------------------------------- /tests/test_gradient_checker.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/test_gradient_checker.rs -------------------------------------------------------------------------------- /tests/test_gradient_checker_cuda.rs: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ramsyana/RustTensor/HEAD/tests/test_gradient_checker_cuda.rs --------------------------------------------------------------------------------