mirror of
https://github.com/THU-MIG/yolov10.git
synced 2025-05-23 21:44:22 +08:00
2bc9a5c87e
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
28 lines
681 B
Python
28 lines
681 B
Python
from torch.utils.tensorboard import SummaryWriter
|
|
|
|
writer = None # TensorBoard SummaryWriter instance
|
|
|
|
|
|
def _log_scalars(scalars, step=0):
|
|
for k, v in scalars.items():
|
|
writer.add_scalar(k, v, step)
|
|
|
|
|
|
def on_pretrain_routine_start(trainer):
|
|
global writer
|
|
writer = SummaryWriter(str(trainer.save_dir))
|
|
|
|
|
|
def on_batch_end(trainer):
|
|
_log_scalars(trainer.label_loss_items(trainer.tloss, prefix="train"), trainer.epoch + 1)
|
|
|
|
|
|
def on_fit_epoch_end(trainer):
|
|
_log_scalars(trainer.metrics, trainer.epoch + 1)
|
|
|
|
|
|
callbacks = {
|
|
"on_pretrain_routine_start": on_pretrain_routine_start,
|
|
"on_fit_epoch_end": on_fit_epoch_end,
|
|
"on_batch_end": on_batch_end}
|