detr-r50-cd45rb-8ah-6l-128d – AI Model by polejowska | AlphaNeural AI

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polejowska/
detr-r50-cd45rb-8ah-6l-128d

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detr-r50-cd45rb-8ah-6l-128d

This model is a fine-tuned version of facebook/detr-resnet-50 on the cd45rb dataset. It achieves the following results on the evaluation set:

Loss: 3.4100

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: 1e-05
train_batch_size: 4
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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
4.1894	1.0	4606	3.9730
3.4275	2.0	9212	3.5463
3.3617	3.0	13818	3.6702
3.3349	4.0	18424	3.2565
3.3174	5.0	23030	3.3137
3.2912	6.0	27636	3.6149
3.2733	7.0	32242	3.5332
3.2614	8.0	36848	3.5219
3.2479	9.0	41454	3.4650
3.2358	10.0	46060	3.4100

Framework versions

Transformers 4.28.0
Pytorch 2.0.1
Datasets 2.12.0
Tokenizers 0.13.3