Statements (98)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:competitor |
gptkb:TensorFlow
gptkb:MXNet gptkb:JAX |
| gptkbp:component |
autograd
torch.Tensor torch.nn torch.optim torch.utils.data |
| gptkbp:developedBy |
gptkb:Meta_AI
|
| gptkbp:documentation |
https://pytorch.org/docs/stable/index.html
|
| gptkbp:feature |
gptkb:Dynamo
gptkb:PyTorch_Lightning gptkb:TorchAudio gptkb:TorchServe gptkb:TorchText gptkb:TorchVision gptkb:TorchScript gptkb:TorchDynamo modular design model deployment mobile support distributed training Inductor integration with NumPy automatic differentiation mixed precision training model export model pruning model quantization extensive ecosystem Jupyter Notebook support ONNX export TorchMetrics TorchData TorchRL TorchRec TorchX TorchInductor torch.jit C++ frontend FX (Functional Transformations) Hugging Face Transformers integration TorchCompile custom CUDA extensions easy debugging torch.cuda torch.distributed torch.fx torch.hub torch.multiprocessing torch.onnx torch.package torch.profiler torch.quantization torch.sparse torch.utils.bottleneck torch.utils.checkpoint torch.utils.tensorboard |
| gptkbp:firstReleased |
2016
|
| https://www.w3.org/2000/01/rdf-schema#label |
PyTorch (GPU)
|
| gptkbp:latestReleaseVersion |
2.3.0
|
| gptkbp:license |
gptkb:BSD_license
|
| gptkbp:notableUser |
gptkb:Amazon
gptkb:DeepMind gptkb:Google gptkb:MIT gptkb:Microsoft gptkb:OpenAI gptkb:Salesforce gptkb:Stanford_University gptkb:Tesla gptkb:Uber gptkb:NVIDIA gptkb:Meta |
| gptkbp:openSource |
true
|
| gptkbp:platform |
gptkb:Windows
gptkb:macOS gptkb:Linux |
| gptkbp:programmingLanguage |
gptkb:Python
gptkb:C++ |
| gptkbp:repository |
https://github.com/pytorch/pytorch
|
| gptkbp:supports |
gptkb:CUDA
gptkb:NVIDIA_GPUs gptkb:ROCm gptkb:AMD_GPUs GPU acceleration dynamic computation graphs static computation graphs (TorchScript) |
| gptkbp:usedBy |
gptkb:industry
gptkb:researchers academia |
| gptkbp:usedFor |
gptkb:artificial_intelligence
gptkb:machine_learning deep learning |
| gptkbp:website |
https://pytorch.org/
|
| gptkbp:bfsParent |
gptkb:CUDA_Driver
|
| gptkbp:bfsLayer |
7
|