SimMTM
SimMTM copied to clipboard
thuml
About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.org/abs/2302.00861
ImportError: cannot import name 'load_data' from 'sktime.utils'.how did you slove this problem?
Hello, thank you for sharing your valuable work. It seems that in the paper, you have used a multivariate time series classification dataset (GESTURE). However, the code seems to work...
https://github.com/thuml/SimMTM/blob/main/SimMTM_Forecasting/scripts/pretrain/ECL_script/ECL.sh fails with GPU out of memory error in a A100 80GB. ```RuntimeError: CUDA out of memory. Tried to allocate 13.26 GiB (GPU 0; 79.15 GiB total capacity; 60.37 GiB...
Hey, I could not run epilepsy to epilepsy due to some configs missing in epilepsy config file. Could you please check upon it?
Hi team, Thanks for the nice paper and opensourcing the code. I am trying to run the code in multi gpu fashion using 8 gpus, but I get the below...
Thank you for sharing wonderful work! I had difficulty reproducing the results from the paper when running run.sh in SimMTM_Classification folder. Some of the results I obtained are as follows:...
Is a pre-trained version of the model available? If so, can you tell me how can I access it.
Has anyone encountered the 'AttributeError: '_pickle.Pickler' object attribute 'persistent_id' is read-only' issue, and how can it be resolved?
Awesome work! I am working with a time-series data for regression (feature extraction/representation learning) task, where ```math X \in R^{S \times L}, Y \in R^{S} ``` and we model $`f_\theta(X)=Y`$....
