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GAT模型val_loss_epoch一直在上升

Open fanfanxiaozu opened this issue 1 year ago • 4 comments

训练参数如下: d_feat: 20 hidden_size: 64 num_layers: 2 dropout: 0.7 n_epochs: 200 lr: 1e-4 early_stop: 200 metric: loss loss: mse base_model: LSTM model_path: "/root/autodl-tmp/qlib/examples/benchmarks/LSTM/csi300_lstm_ts.pkl" GPU: 0

训练结果,200个epochloss下降到0.94左右,请问这个loss下降是否正常?降到多少才算合理?: 截屏2023-05-04 21 47 43 截屏2023-05-04 21 47 10 截屏2023-05-04 21 46 48

fanfanxiaozu avatar May 04 '23 13:05 fanfanxiaozu

截屏2023-05-11 12 50 01 感觉有点奇怪,val_loss_epoch一直呈现上升趋势

fanfanxiaozu avatar May 11 '23 04:05 fanfanxiaozu

Hi @lwwang1995, I noticed you made a contribution related to this GAT model. I was wondering if you could provide some insight or assistance. Thank you in advance for your help!

Fivele-Li avatar May 15 '23 06:05 Fivele-Li

/root/autodl-tmp/qlib/examples/benchmarks/LSTM/csi300_lstm_ts.pkl

How is file csi300_lstm_ts.pkl generated?

xiangqingcs avatar Jun 16 '23 06:06 xiangqingcs

求问你怎么画出loss曲线的,谢谢大佬

keyboard1st avatar May 23 '24 07:05 keyboard1st