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infer-web.py
39
infer-web.py
@ -16,7 +16,7 @@ from infer.lib.train.process_ckpt import (
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from i18n.i18n import I18nAuto
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from i18n.i18n import I18nAuto
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from configs.config import Config
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from configs.config import Config
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from sklearn.cluster import MiniBatchKMeans
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from sklearn.cluster import MiniBatchKMeans
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import torch
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import torch,platform
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import numpy as np
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import numpy as np
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import gradio as gr
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import gradio as gr
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import faiss
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import faiss
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@ -673,24 +673,6 @@ def train_index(exp_dir1, version19):
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"%s/trained_IVF%s_Flat_nprobe_%s_%s_%s.index"
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"%s/trained_IVF%s_Flat_nprobe_%s_%s_%s.index"
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% (exp_dir, n_ivf, index_ivf.nprobe, exp_dir1, version19),
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% (exp_dir, n_ivf, index_ivf.nprobe, exp_dir1, version19),
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)
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)
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try:
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os.link(
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"%s/trained_IVF%s_Flat_nprobe_%s_%s_%s.index"
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% (exp_dir, n_ivf, index_ivf.nprobe, exp_dir1, version19),
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"%s/%s_IVF%s_Flat_nprobe_%s_%s_%s.index"
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% (
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outside_index_root,
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exp_dir,
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n_ivf,
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index_ivf.nprobe,
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exp_dir1,
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version19,
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),
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)
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infos.append("链接索引到%s" % (outside_index_root))
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except:
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infos.append("链接索引到%s失败" % (outside_index_root))
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infos.append("adding")
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infos.append("adding")
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yield "\n".join(infos)
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yield "\n".join(infos)
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batch_size_add = 8192
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batch_size_add = 8192
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@ -705,6 +687,25 @@ def train_index(exp_dir1, version19):
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"成功构建索引 added_IVF%s_Flat_nprobe_%s_%s_%s.index"
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"成功构建索引 added_IVF%s_Flat_nprobe_%s_%s_%s.index"
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% (n_ivf, index_ivf.nprobe, exp_dir1, version19)
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% (n_ivf, index_ivf.nprobe, exp_dir1, version19)
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)
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)
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try:
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link=os.link if platform.system()=="Windows" else os.symlink
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link(
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"%s/added_IVF%s_Flat_nprobe_%s_%s_%s.index"
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% (exp_dir, n_ivf, index_ivf.nprobe, exp_dir1, version19),
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"%s/%s_IVF%s_Flat_nprobe_%s_%s_%s.index"
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% (
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outside_index_root,
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exp_dir1,
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n_ivf,
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index_ivf.nprobe,
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exp_dir1,
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version19,
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),
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)
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infos.append("链接索引到外部-%s" % (outside_index_root))
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except:
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infos.append("链接索引到外部-%s失败" % (outside_index_root))
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# faiss.write_index(index, '%s/added_IVF%s_Flat_FastScan_%s.index'%(exp_dir,n_ivf,version19))
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# faiss.write_index(index, '%s/added_IVF%s_Flat_FastScan_%s.index'%(exp_dir,n_ivf,version19))
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# infos.append("成功构建索引,added_IVF%s_Flat_FastScan_%s.index"%(n_ivf,version19))
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# infos.append("成功构建索引,added_IVF%s_Flat_FastScan_%s.index"%(n_ivf,version19))
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yield "\n".join(infos)
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yield "\n".join(infos)
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