wehub-resource-sync
e06fe8e8c6
Secret Leaks / trufflehog (push) Failing after 1s
Build documentation / build (push) Failing after 1s
Build documentation / build_other_lang (push) Failing after 0s
CodeQL Security Analysis / CodeQL Analysis (push) Failing after 0s
PR CI / pr-ci (push) Failing after 1s
Slow tests on important models (on Push - A10) / Get all modified files (push) Failing after 1s
Slow tests on important models (on Push - A10) / Model CI (push) Has been skipped
Self-hosted runner (benchmark) / Benchmark (aws-g5-4xlarge-cache) (push) Has been cancelled
New model PR merged notification / Notify new model (push) Has been cancelled
Update Transformers metadata / build_and_package (push) Has been cancelled
2.7 KiB
2.7 KiB
Optimization
The .optimization module provides:
- an optimizer with weight decay fixed that can be used to fine-tuned models, and
- several schedules in the form of schedule objects that inherit from
_LRSchedule: - a gradient accumulation class to accumulate the gradients of multiple batches
AdaFactor
autodoc Adafactor
Schedules
SchedulerType
autodoc SchedulerType
get_scheduler
autodoc get_scheduler
get_constant_schedule
autodoc get_constant_schedule
get_constant_schedule_with_warmup
autodoc get_constant_schedule_with_warmup
get_cosine_schedule_with_warmup
autodoc get_cosine_schedule_with_warmup
get_cosine_with_hard_restarts_schedule_with_warmup
autodoc get_cosine_with_hard_restarts_schedule_with_warmup
get_cosine_with_min_lr_schedule_with_warmup
autodoc get_cosine_with_min_lr_schedule_with_warmup
get_cosine_with_min_lr_schedule_with_warmup_lr_rate
autodoc get_cosine_with_min_lr_schedule_with_warmup_lr_rate
GreedyLR
autodoc GreedyLR
get_greedy_schedule
autodoc get_greedy_schedule
get_linear_schedule_with_warmup
autodoc get_linear_schedule_with_warmup
get_polynomial_decay_schedule_with_warmup
autodoc get_polynomial_decay_schedule_with_warmup
get_inverse_sqrt_schedule
autodoc get_inverse_sqrt_schedule
get_reduce_on_plateau_schedule
autodoc get_reduce_on_plateau_schedule
get_wsd_schedule
autodoc get_wsd_schedule