Fix cpu_offload_with_hook code snippet #1047
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pcuenca
commented
Feb 8, 2023
src/accelerate/big_modeling.py
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| hook_3 = cpu_offload_with_hook(model_3, cuda_device, prev_module_hook=hook_2) | ||
| _, hook_1 = cpu_offload_with_hook(model_1, cuda_device) | ||
| _, hook_2 = cpu_offload_with_hook(model_2, cuda_device, prev_module_hook=hook_1) | ||
| _, hook_3 = cpu_offload_with_hook(model_3, cuda_device, prev_module_hook=hook_2) |
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Or we can assign model_1 etc in the left-hand side if that's clearer.
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The documentation is not available anymore as the PR was closed or merged. |
sgugger
approved these changes
Feb 8, 2023
src/accelerate/big_modeling.py
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| hook_3 = cpu_offload_with_hook(model_3, cuda_device, prev_module_hook=hook_2) | ||
| _, hook_1 = cpu_offload_with_hook(model_1, cuda_device) | ||
| _, hook_2 = cpu_offload_with_hook(model_2, cuda_device, prev_module_hook=hook_1) | ||
| _, hook_3 = cpu_offload_with_hook(model_3, cuda_device, prev_module_hook=hook_2) |
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Minor fix in the code example for
cpu_offload_with_hook