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fix wandb logging #4

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fix wandb logging #4

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23 changes: 22 additions & 1 deletion examples/text_to_image/train_text_to_image.py
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Original file line number Diff line number Diff line change
Expand Up @@ -245,6 +245,24 @@ def parse_args():
" *output_dir/runs/**CURRENT_DATETIME_HOSTNAME***."
),
)
parser.add_argument(
"--log_name",
type=str,
default=None,
required=False,
help=(
"Name of log to identify experiment in reporting tool."
),
)
parser.add_argument(
"--log_group",
type=str,
default=None,
required=False,
help=(
"Name of log group to aggregate experiments in reporting tool."
),
)
parser.add_argument(
"--mixed_precision",
type=str,
Expand Down Expand Up @@ -644,7 +662,10 @@ def collate_fn(examples):
# We need to initialize the trackers we use, and also store our configuration.
# The trackers initializes automatically on the main process.
if accelerator.is_main_process:
accelerator.init_trackers("text2image-fine-tune", config=vars(args))
init_kwargs = {"wandb":{"settings":{"console": "off"},
"name":f"{args.log_name}",
"group":f"{args.log_group}"}}
accelerator.init_trackers("text2image-fine-tune", config=vars(args), init_kwargs=init_kwargs)

# Train!
total_batch_size = args.train_batch_size * accelerator.num_processes * args.gradient_accumulation_steps
Expand Down