testing-patchtst_etth1_regression

ibm-research/testing-patchtst_etth1_regression

testing-patchtst_etth1_regression is a machine learning model from ibm-research. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
Model type: patchtst
Access: Public
Created: Nov 27, 2023
Updated: Nov 27, 2023
SHA: 3d3c2841

Model card

From the Hugging Face model README

patchtst_etth1_regression

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7280

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
0.1517	1.0	1017	0.3056
0.1163	2.0	2034	0.2771
0.0919	3.0	3051	0.2450
0.0764	4.0	4068	0.2216
0.0653	5.0	5085	0.2528
0.0577	6.0	6102	0.2189
0.0498	7.0	7119	0.2526
0.0456	8.0	8136	0.2565
0.0408	9.0	9153	0.2603
0.0369	10.0	10170	0.2523

Framework versions

Transformers 4.36.0.dev0
Pytorch 2.0.1
Datasets 2.14.4
Tokenizers 0.15.0

Library: transformers
Type: patchtst
Created: Nov 27, 2023
Updated: Nov 27, 2023