fix: 卸载音色省显存

顺便将所有print换成了统一的logger
This commit is contained in:
源文雨
2023-09-01 15:18:08 +08:00
parent 8d5a77dbe9
commit 04a33b9709
23 changed files with 189 additions and 106 deletions

View File

@@ -2,6 +2,8 @@
格式直接cid为自带的index位aid放不下了通过字典来查反正就5w个
"""
import os
import logging
logger = logging.getLogger(__name__)
import faiss
import numpy as np
@@ -13,19 +15,19 @@ for name in sorted(list(os.listdir(inp_root))):
phone = np.load("%s/%s" % (inp_root, name))
npys.append(phone)
big_npy = np.concatenate(npys, 0)
print(big_npy.shape) # (6196072, 192)#fp32#4.43G
logger.debug(big_npy.shape) # (6196072, 192)#fp32#4.43G
np.save("infer/big_src_feature_mi.npy", big_npy)
##################train+add
# big_npy=np.load("/bili-coeus/jupyter/jupyterhub-liujing04/vits_ch/inference_f0/big_src_feature_mi.npy")
print(big_npy.shape)
logger.debug(big_npy.shape)
index = faiss.index_factory(256, "IVF512,Flat") # mi
print("Training...")
logger.info("Training...")
index_ivf = faiss.extract_index_ivf(index) #
index_ivf.nprobe = 9
index.train(big_npy)
faiss.write_index(index, "infer/trained_IVF512_Flat_mi_baseline_src_feat.index")
print("Adding...")
logger.info("Adding...")
index.add(big_npy)
faiss.write_index(index, "infer/added_IVF512_Flat_mi_baseline_src_feat.index")
"""