[{"data":1,"prerenderedAt":12},["ShallowReactive",2],{"stack-tr-en-pytorch":3},{"tagline":4,"description":5,"strengths":6,"useCase":11},"The deep-learning framework that dominates neural-network research and training.","PyTorch builds and trains neural networks with dynamic computation graphs (define-by-run) and autograd, running tensors on GPU (CUDA\u002FROCm). It's the de-facto standard for AI research, and torch.compile paired with TorchScript and ONNX export takes a model from prototype to production without a rewrite.",[7,8,9,10],"Dynamic graphs and autograd: natural debugging, fast iteration.","GPU tensors and native distributed multi-GPU training.","Rich ecosystem: torchvision, torchaudio, Hugging Face, Lightning.","torch.compile, TorchScript and ONNX export for production.","Train and deploy custom vision, NLP or LLM models.",1792675974311]