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* Update infer.py and webui.py.  Supports loading and inference models of 1.1.1 version. (#66)

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This commit is contained in:
Stardust·减
2023-10-28 10:36:21 +08:00
committed by GitHub
parent c1ba4c7b3a
commit 82ae8f6928
102 changed files with 175574 additions and 1062 deletions

View File

@@ -10,6 +10,8 @@ from torch.nn.parallel import DistributedDataParallel as DDP
from torch.cuda.amp import autocast, GradScaler
from tqdm import tqdm
import logging
from config import config
import argparse
logging.getLogger("numba").setLevel(logging.WARNING)
import commons
@@ -44,13 +46,54 @@ global_step = 0
def run():
# 环境变量解析
envs = config.train_ms_config.env
for env_name, env_value in envs.items():
if env_name not in os.environ.keys():
os.environ[env_name] = str(env_value)
# 多卡训练设置
dist.init_process_group(
backend="gloo",
init_method="env://", # Due to some training problem,we proposed to use gloo instead of nccl.
backend="nccl",
init_method="env://", # If Windows,switch to gloo backend.
) # Use torchrun instead of mp.spawn
rank = dist.get_rank()
n_gpus = dist.get_world_size()
hps = utils.get_hparams()
# 命令行/config.yml配置解析
# hps = utils.get_hparams()
parser = argparse.ArgumentParser()
# 非必要不建议使用命令行配置请使用config.yml文件
parser.add_argument(
"-c",
"--config",
type=str,
default=config.train_ms_config.config_path,
help="JSON file for configuration",
)
parser.add_argument(
"-m",
"--model",
type=str,
help="数据集文件夹路径,请注意,数据不再默认放在/logs文件夹下。如果需要用命令行配置请声明相对于根目录的路径",
default=config.dataset_path,
)
args = parser.parse_args()
model_dir = os.path.join(args.model, config.train_ms_config.model)
if not os.path.exists(model_dir):
os.makedirs(model_dir)
hps = utils.get_hparams_from_file(args.config)
hps.model_dir = model_dir
# 比较路径是否相同
if os.path.realpath(args.config) != os.path.realpath(
config.train_ms_config.config_path
):
with open(args.config, "r", encoding="utf-8") as f:
data = f.read()
with open(config.train_ms_config.config_path, "w", encoding="utf-8") as f:
f.write(data)
torch.manual_seed(hps.train.seed)
torch.cuda.set_device(rank)
global global_step
@@ -159,6 +202,7 @@ def run():
optim_dur_disc = None
net_g = DDP(net_g, device_ids=[rank], find_unused_parameters=True)
net_d = DDP(net_d, device_ids=[rank], find_unused_parameters=True)
dur_resume_lr = None
if net_dur_disc is not None:
net_dur_disc = DDP(net_dur_disc, device_ids=[rank], find_unused_parameters=True)
try:
@@ -279,6 +323,7 @@ def train_and_evaluate(
language,
bert,
ja_bert,
en_bert,
) in tqdm(enumerate(train_loader)):
if net_g.module.use_noise_scaled_mas:
current_mas_noise_scale = (
@@ -300,6 +345,7 @@ def train_and_evaluate(
language = language.cuda(rank, non_blocking=True)
bert = bert.cuda(rank, non_blocking=True)
ja_bert = ja_bert.cuda(rank, non_blocking=True)
en_bert = en_bert.cuda(rank, non_blocking=True)
with autocast(enabled=hps.train.fp16_run):
(
@@ -321,6 +367,7 @@ def train_and_evaluate(
language,
bert,
ja_bert,
en_bert,
)
mel = spec_to_mel_torch(
spec,
@@ -515,6 +562,7 @@ def evaluate(hps, generator, eval_loader, writer_eval):
language,
bert,
ja_bert,
en_bert,
) in enumerate(eval_loader):
x, x_lengths = x.cuda(), x_lengths.cuda()
spec, spec_lengths = spec.cuda(), spec_lengths.cuda()
@@ -522,6 +570,7 @@ def evaluate(hps, generator, eval_loader, writer_eval):
speakers = speakers.cuda()
bert = bert.cuda()
ja_bert = ja_bert.cuda()
en_bert = en_bert.cuda()
tone = tone.cuda()
language = language.cuda()
for use_sdp in [True, False]:
@@ -533,6 +582,7 @@ def evaluate(hps, generator, eval_loader, writer_eval):
language,
bert,
ja_bert,
en_bert,
y=spec,
max_len=1000,
sdp_ratio=0.0 if not use_sdp else 1.0,