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8 changes: 6 additions & 2 deletions modelopt/torch/puzzletron/tools/checkpoint_utils_hf.py
Original file line number Diff line number Diff line change
Expand Up @@ -225,14 +225,18 @@ def save_checkpoint_from_shards(
local_sd = {k: v.cpu() for k, v in model.state_dict().items()}
if dist_utils.size() > 1:
if dist_utils.is_master():
gathered: list[dict] = [{}] * dist_utils.size()
gathered: list[dict] = [None] * dist_utils.size()
tdist.gather_object(local_sd, gathered, dst=0)
full_sd: dict[str, torch.Tensor] = {}
for shard_sd in gathered:
if shard_sd is None:
continue
full_sd.update(shard_sd)
_save_checkpoint(model.config, full_sd, checkpoint_dir, descriptor)
else:
tdist.gather_object(local_sd, dst=0)
# Barrier ensures all ranks wait until file I/O completes before continuing
dist_utils.barrier()
else:
_save_checkpoint(model.config, local_sd, checkpoint_dir, descriptor)

Expand Down Expand Up @@ -484,4 +488,4 @@ def save_model_config(model_config: PretrainedConfig, checkpoint_dir: Path | str
dataclasses.asdict(conf) if dataclasses.is_dataclass(conf) else conf
for conf in model_config.block_configs
]
model_config.save_pretrained(checkpoint_dir)
model_config.save_pretrained(checkpoint_dir)