https://huggingface.co/spaces/SabaPivot/repro-a-fully-first-order-layer-for-differentiable-optimization/resolve/main/source_current/plot_memory_compare.ipynb
hf download hf://spaces/SabaPivot/repro-a-fully-first-order-layer-for-differentiable-optimization/source_current/plot_memory_compare.ipynb
curl -L -o plot_memory_compare.ipynb https://huggingface.co/spaces/SabaPivot/repro-a-fully-first-order-layer-for-differentiable-optimization/resolve/main/source_current/plot_memory_compare.ipynb
