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Tag: pytorch

pythonpytorchafter-worktutorial

TensorFlow vs PyTorch for trading research after work

TensorFlow vs PyTorch for trading research after work: pick one stack and avoid dual maintenance. Educational only. Not investment advice.

pythonpytorchafter-worktutorial

PyTorch 2 tutorial after work: torch.compile on a tiny model

PyTorch 2 after work: try torch.compile on a tiny module and keep a correctness baseline. Educational only. Not investment advice.

pythonpytorchafter-worktutorial

PyTorch for finance beginners after work: tensors, not trading bots

PyTorch for finance beginners after work: tensors and a one-layer loop before any LSTM hype. Educational only. Not investment advice.

pythonacceleratefsdp2pytorchafter-work

Accelerate 1.15 after work: FSDP2 activation memory knobs

Accelerate v1.15.0 (9 Sep 2026): FSDP2 activation checkpointing wraps the matched transformer layer (not each child); new fsdp_activation_checkpointing_offload to pinned CPU; tied-embedding fix on torch>=2.13; DTensor grad clip / prepare_model. Hook is Accelerate. Not investment advice.

pythonpytorchmlcudaafter-work

PyTorch 2.14.0 GA after work: upgrade checklist (TorchVision 0.29)

PyTorch 2.14.0 GA (2 Sep 2026): binaries on PyPI + download.pytorch.org; TorchVision 0.29.0. After-work upgrade checklist — check CUDA/Python wheels on get-started. Not investment advice.