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pytorch-image-models/timm/bits
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Ross Wightman 5b9c69e80a
Add basic training resume based on legacy code 		4 years ago
..
README.md First timm.bits commit, add initial abstractions, WIP updates to train, val... some of it working 4 years ago
__init__.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
avg_scalar.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
avg_tensor.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
checkpoint.py Add basic training resume based on legacy code 4 years ago
device_env.py Fix model init for XLA, remove some prints. 4 years ago
device_env_cuda.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
device_env_factory.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
device_env_xla.py Back to using strings for the enum translation, forgot about import dep 4 years ago
distributed.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
distributed_torch.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
grad_clip.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
logger.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
metric.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
metric_accuracy.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
metric_precision_recall.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
tracker.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
train_cfg.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
train_services.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
train_setup.py Fix model init for XLA, remove some prints. 4 years ago
train_state.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
updater.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
updater_cuda.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
updater_deepspeed.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
updater_factory.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago
updater_xla.py Major timm.bits update. Updater and DeviceEnv now dataclasses, after_step closure used, metrics base impl w/ distributed reduce, many tweaks/fixes. 4 years ago

README.md

Timm Bits

A collection of reusable components and lightweight abstractions for training and evaluating NN.

This is an early WIP with the primary goal to get up and running on TPUs first. Expect significant changes, rewrites, additions...

The current train.py and validate.py scipts are evolving to use the timm.bits components, they will also change significantly.