swin-tiny-patch4-window7-224-finetuned-image-is-plot-or-not-finetuned-image-is-plot-or-not

This model is a fine-tuned version of qzheng75/swin-tiny-patch4-window7-224-finetuned-image-is-plot-or-not on the imagefolder dataset. It achieves the following results on the evaluation set:

• Loss: 0.0012
• Accuracy: 0.9997

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: 32
• eval_batch_size: 32
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 128
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.0001	1.0	90	0.0009	0.9997
0.0014	1.99	180	0.0022	0.9993
0.0054	2.99	270	0.0012	0.9997

Framework versions

• Transformers 4.28.0
• Pytorch 2.1.0+cu118
• Datasets 2.14.5
• Tokenizers 0.13.3