Pytorch Agent is a high-level API that simplifies deep learning programming. It is inspired by Tensorflow.Estimator and is a simplified pytorch-based version.
Agent encapsulated training, evaluation and prediction to support implement new algorithms quickly. It implements hook mechanism to provide secure code injection and provide predefined hooks.
Train a model:
python train_cifar_resnet.py cifar10_config.yaml 0,1| Net | Accuracy |
|---|---|
| Resnet18 | 0.9536 |
Test a model:
python test_cifar_resnet.py cifar10_config.yaml 0,1 solver.load_from checkpoints/cifar_resnet.ckpt