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Skills tagged: distributed training

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pytorch - PyTorch Deep Learning Framework
deep learning neural networks machine learning GPU computing
★ 602 · Updated 2026-06-15
Build and train neural networks with dynamic computation graphs and GPU acceleration
⚙ create tensors ⚙ compute gradients ⚙ define models
pytorch-lightning - PyTorch Lightning Training Framework
PyTorch Lightning training framework distributed training ddp
★ 2 · Updated 2026-05-28
High-level PyTorch framework for distributed training with automatic DDP/FSDP/DeepSpeed support
⚙ train model ⚙ validate model ⚙ test model
PyTorch ML - PyTorch Deep Learning Environment
deep learning machine learning GPU acceleration computer vision
★ 11 · Updated 2026-03-21
Complete machine learning environment with PyTorch for model training and GPU acceleration
⚙ define neural network ⚙ load pretrained model ⚙ train model
distributed-training - Distributed Training Parallelism Strategies
machine learning distributed training GPU parallel deep learning
★ 2 · Updated 2026-03-10
Provides guidance for scaling ML training across multiple GPUs and nodes with parallelism strategies
⚙ train across multiple GPUs ⚙ select parallelism strategy ⚙ synchronize gradients
pytorch-architecture - PyTorch Architecture Design & Best Practices
machine learning PyTorch deep learning distributed training
★ 0 · Updated 2026-03-10
Design and implement PyTorch modules with best practices for memory, DDP, and performance.
⚙ design encoder modules ⚙ design decoder modules ⚙ design loss modules