mobilenet_v2_1.0_224-finetuned-galaxy10-decals

This model is a fine-tuned version of google/mobilenet_v2_1.0_224 on the matthieulel/galaxy10_decals dataset. It achieves the following results on the evaluation set:

• Loss: 2.0862
• Accuracy: 0.2448

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: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.9291	0.9978	112	2.0862	0.2448

Framework versions

• Transformers 4.40.1
• Pytorch 1.12.1+cu116
• Datasets 2.19.0
• Tokenizers 0.19.1