Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
resnet101_rvl-cdip-cnn_rvl_cdip_100_examples_per_class_og_simkd_test – AI Model by jordyvl | AlphaNeural AI
You can deploy this model and start earning money today!
jordyvl
/
resnet101_rvl-cdip-cnn_rvl_cdip_100_examples_per_class_og_simkd_test
like
0
transformers
pytorch
tensorboard
resnet
image-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
resnet101_rvl-cdip-cnn_rvl_cdip_100_examples_per_class_og_simkd_test
This model is a fine-tuned version of
microsoft/resnet-50
on the None dataset.
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: 0.0001
train_batch_size: 2
eval_batch_size: 2
seed: 42
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
Brier Loss
Nll
F1 Micro
F1 Macro
Ece
Aurc
No log
1.0
400
8965.8223
0.08
1.0296
6.6066
0.08
0.0326
0.2344
0.9219
Framework versions
Transformers 4.28.0.dev0
Pytorch 1.12.1+cu113
Datasets 2.14.5
Tokenizers 0.12.1
