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Its primary objective is to allow running [Torch Script](https://pytorch.org/docs/master/jit.html) inside Node.js program. Complete binding of libtorch is possible but is out-of-scope at the moment.\n\n## Changes after fork\n\n- Add support for `List` (Javascript `Array`), `Dict` (Javascript `Object`), `String`, `float` (Javascript `number`) as inputs and outputs.\n\n- Add CUDA support.\n\n- Add ops from torchvision.\n\n- Add async support for `forward` function.\n\n## Install\n\nTo install the forked version, you can install it from npm:\n\n```bash\nyarn add torch-js@npm:@arition/torch-js\n```\n\n## Example\n\nIn `tests/resources/torch_module.py`, you will find the defination of our test module and the code to generate the trace file.\n\n```python\nclass TestModule(torch.nn.Module):\n    def __init__(self):\n        super(TestModule, self).__init__()\n\n    def forward(self, input1, input2):\n        return input1 + input2\n```\n\nOnce you have the trace file, it may be loaded into NodeJS like this\n\n```javascript\nconst torch = require(\"torch-js\");\nconst modelPath = `test_model.pt`;\nconst model = new torch.ScriptModule(testModelPath);\nconst inputA = torch.rand([1, 5]);\nconst inputB = torch.rand([1, 5]);\nconst res = await model.forward(inputA, inputB);\n```\n\nMore examples regarding tensor creation, ScriptModule operations, and loading models can be found in our [examples](./examples) folder.\n","readmeFilename":"README.md","repository":{"type":"git","url":"git+https://github.com/arition/torch-js.git"}}