🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support - accelerate/src/accelerate/accelerator.py at 2708c
CheckpointBuild ChildWindow ChildWindowTemplate Choose ChooseTarget 類別 ClassCollection ClassDetails ClassFile ClassInternal ClassLibrary ClassMethodReference ClassMethodReferenceAmbiguous ClassMissing ClassPrivate ClassProtected ClassPublic ClassSealed ClassShortcut CleanData ClearBookmark ClearBreakpointGroup ClearColle...
python3 train.py model_bn --checkpoint_path=data/model_bn.pthThe trained model weights are stored at model_bn.pth. This model reaches an accuracy of roughly 85% on the CIFAR10 test dataset. While other architectures can obtain better accuracy on this dataset, we've opted for a simple ...
public static PredefinedAcceleratorState fromString(String name) Creates or finds a PredefinedAcceleratorState from its string representation. Parameters: name - a name to look for. Returns: the corresponding PredefinedAcceleratorState.values public static Collection values() Gets known PredefinedAccelerator...
CheckpointBuild ChildWindow ChildWindowTemplate Choose ChooseTarget Classe ClassCollection ClassDetails ClassFile ClassInternal ClassLibrary ClassMethodReference ClassMethodReferenceAmbiguous ClassMissing ClassPrivate ClassProtected ClassPublic ClassSealed ClassShortcut CleanData ClearBookmark ClearBreakpointGroup ClearCol...
CheckpointBuild ChildWindow ChildWindowTemplate Choose ChooseTarget Class ClassCollection ClassDetails ClassFile ClassInternal ClassLibrary ClassMethodReference ClassMethodReferenceAmbiguous ClassMissing ClassPrivate ClassProtected ClassPublic ClassSealed ClassShortcut CleanData ClearBookmark ClearBreakpointGroup C...
Only the load vector b must be recomputed when the data values dk are updated. The linear system is always of size 6×6 (for one local model); the neighborhood size only affects the number of data contributions (the k in the ∑k) to each element of the system. In randomthought, ...
10 dataset_prepared_path: ./last_run_prepared save_safetensors: true # Iterations num_epochs: 1 #Can be anything and it will fail only at the end. saves_per_epoch: 1 #Can also be set to anything and will only fail to save checkpoint at the end. # Evaluation val_set_size: 0.05 ...
CheckpointBuild ChildWindow ChildWindowTemplate Choose ChooseTarget Class ClassCollection ClassDetails ClassFile ClassInternal ClassLibrary ClassMethodReference ClassMethodReferenceAmbiguous ClassMissing ClassPrivate ClassProtected ClassPublic ClassSealed ClassShortcut CleanData ClearBookmark ClearBreakpointGroup ClearColl...
Conceptually, configuration may load the state of a dataflow graph into the interconnect and processing elements (e.g., fabric), e.g., generally from memory. During this step, all structures in the CSA may be loaded with a new dataflow graph and any dataflow tokens live in that graph, ...