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taxibj model results implementation #9

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MSrobt opened this issue Mar 11, 2023 · 4 comments
Closed

taxibj model results implementation #9

MSrobt opened this issue Mar 11, 2023 · 4 comments

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@MSrobt
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MSrobt commented Mar 11, 2023

Thank you for sharing the code
I was trying to reproduce the results of the SimVP model in taxibj and I found that I needed to make minor changes to the code in 'config_utils.py' to start training the model.

temp_config_file = tempfile.NamedTemporaryFile( dir=temp_config_dir, suffix=fileExtname,delete=False)
I don't know if this has affected my recurrence results.I tried to reproduce the taxibj dataset using code similar to the mmnist example program.taxibj training time set to 50.

python tools/non_dist_train.py -d taxibj -c ./configs/taxibj/simvp/SimVP_gSTA.py --ex_name taxibj_simvp_gsta
The result of the replication is - mse:0.41158363223075867.Can you check if there is anything wrong with our settings?

@chengtan9907
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I'm not quite sure about your issue. I would like to suggest you check the log file to see if the parameters are consistent with those in configs/taxibj/simvp/SimVP_gSTA.py.

@MSrobt
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MSrobt commented Mar 17, 2023

Thank you for your reply.
I checked whether the parameters in the log match the /configs/taxibj/simvp/SimVP_gSTA.py,retrained the model using a new example program and uploaded the training log。
python tools/non_dist_train.py -d taxibj --lr 5e-4 -c ./configs/taxibj/simvp/SimVP_gSTA.py --ex_name taxibj_simvp_gsta
I'm not sure if some minor error affected the training results。
新建文本文档.txt

@chengtan9907
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It seems that it is a problem with the learning rate. Could you try other learning rates?

@chengtan9907
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I will close this issue if there is no more question. Please feel free to open a new issue when you have new questions.

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