The command line interface for Gradient
Gradient CLI
Gradient is an an end-to-end MLOps platform that enables individuals and organizations to quickly develop, train, and deploy Deep Learning models. The Gradient software stack runs on any infrastructure e.g. AWS, GCP, on-premise and low-cost Paperspace GPUs. Leverage automatic versioning, distributed training, built-in graphs & metrics, hyperparameter search, GradientCI, 1-click Jupyter Notebooks, our Python SDK, and more.
Key components:
- Notebooks: 1-click Jupyter Notebooks.
- Experiments: Run experiments from a web interface, CLI, SDK, or GradientCI bot.
- Models: Store, analyze, and version models.
- Inference: Deploy models as API endpoints.
Gradient supports any ML/DL framework (TensorFlow, PyTorch, XGBoost, etc).
Getting Started
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Make sure you have a Paperspace account set up. Go to http://paperspace.com to register and generate an API key.
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