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解决mlstm保存错误问题

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This commit is contained in:
xz2000 2025-07-23 18:15:10 +08:00
parent 4ed92a1bc6
commit ab8110e59b
2 changed files with 4 additions and 14 deletions
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2
server/trainers/cnn_bilstm_attention_trainer.py
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@ -132,7 +132,7 @@ def train_with_cnn_bilstm_attention(product_id, model_identifier, product_df, st
loss_curve_path = plot_loss_curve( loss_curve_path = plot_loss_curve(
loss_history['train'], loss_history['train'],
loss_history['val'], loss_history['val'],
product_name, model_identifier,
'cnn_bilstm_attention', 'cnn_bilstm_attention',
model_dir=model_dir model_dir=model_dir
) )

16
server/trainers/mlstm_trainer.py
View File

@ -393,19 +393,9 @@ def train_product_model_with_mlstm(
emit_progress("生成损失曲线...", progress=95) emit_progress("生成损失曲线...", progress=95)
# 确定模型保存目录（支持多店铺） # 确定模型保存目录
if store_id: loss_curve_filename = f"{model_identifier}_mlstm_{version}_loss_curve.png"
# 为特定店铺创建子目录 loss_curve_path = os.path.join(model_dir, loss_curve_filename)
store_model_dir = os.path.join(model_dir, 'mlstm', store_id)
os.makedirs(store_model_dir, exist_ok=True)
loss_curve_filename = f"{product_id}_mlstm_{version}_loss_curve.png"
loss_curve_path = os.path.join(store_model_dir, loss_curve_filename)
else:
# 全局模型保存在global目录
global_model_dir = os.path.join(model_dir, 'mlstm', 'global')
os.makedirs(global_model_dir, exist_ok=True)
loss_curve_filename = f"{product_id}_mlstm_{version}_global_loss_curve.png"
loss_curve_path = os.path.join(global_model_dir, loss_curve_filename)
# 绘制损失曲线并保存到模型目录 # 绘制损失曲线并保存到模型目录
plt.figure(figsize=(10, 6)) plt.figure(figsize=(10, 6))