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PyTorch autograd 엔진, torch.compile() TorchInductor 최적화, FSDP 분산 학습, gradient checkpointing, 커스텀 CUDA 연산까지 PyTorch 완전 정복 가이드입니다.
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- Published on
PyTorch Titan(torchtitan)으로 대규모 LLM 분산 학습을 마스터하는 완전 가이드. FSDP2, 파이프라인 병렬화, Tensor 병렬화, 4D 병렬화, 플래시 어텐션, 혼합 정밀도까지 실전 예제와 함께 배웁니다.