text stringlengths 1 93.6k |
|---|
)
|
parser.add_argument(
|
"--use_fp16",
|
type=utils.bool_flag,
|
default=True,
|
help="Whether or not to use mixed precision for training.",
|
)
|
parser.add_argument(
|
"--clip_grad",
|
type=float,
|
default=0.0,
|
help="Gradient clipping value.",
|
)
|
parser.add_argument(
|
"--batch_size_per_gpu",
|
default=128,
|
type=int,
|
help="Batch size per GPU. Total batch size is proportional to the number of GPUs.",
|
)
|
parser.add_argument(
|
"--epochs",
|
default=200,
|
type=int,
|
help="Number of training epochs.",
|
)
|
parser.add_argument(
|
"--optim_args",
|
type=str,
|
default="{'betas':(0.9, 0.99), 'eps':1e-8}",
|
help="Dictionary of keyword arguments for the optimizer.",
|
)
|
parser.add_argument(
|
"--wd",
|
type=float,
|
default=3e-2,
|
help="Weight decay for the SGD optimizer.",
|
)
|
parser.add_argument(
|
"--lr",
|
default=3e-4,
|
type=float,
|
help="Maximum learning rate at the end of linear warmup.",
|
)
|
parser.add_argument(
|
"--min_lr",
|
type=float,
|
default=1e-6,
|
help="Minimum learning rate at the end of training.",
|
)
|
parser.add_argument(
|
"--warmup_epochs",
|
default=10,
|
type=int,
|
help="Number of training epochs for the learning-rate-warm-up phase.",
|
)
|
parser.add_argument(
|
"--output_dir",
|
default="./output",
|
type=str,
|
help="Path to the output folder to save logs and checkpoints.",
|
)
|
parser.add_argument(
|
"--saveckpt_freq",
|
default=20,
|
type=int,
|
help="Frequency of intermediate checkpointing.",
|
)
|
parser.add_argument(
|
"--seed",
|
default=22,
|
type=int,
|
help="Random seed",
|
)
|
parser.add_argument(
|
"--num_workers",
|
default=12,
|
type=int,
|
help="Number of data loading workers per GPU.",
|
)
|
parser.add_argument(
|
"--dist_url",
|
default="env://",
|
type=str,
|
help="Url used to set up distributed training.",
|
)
|
parser.add_argument(
|
"--local_rank",
|
default=0,
|
type=int,
|
help="Please ignore this argument; No need to set it manually.",
|
)
|
args = parser.parse_args()
|
args.teachers = sorted(args.teachers.split(","))
|
args.num_cpus = len(os.sched_getaffinity(0))
|
os.makedirs(args.output_dir, exist_ok=True)
|
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