DeepView
Interactive Profiling Meets Predictions.
Interactive performance profiling and debugging tool for PyTorch neural networks.
Quick guide on DeepView
Visually identify runtime bottlenecks at both model and source code level
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Optimize batch size to maximize memory utilization & increase training throughout
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Attain insights from GPU utilization at a layer granularity
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Estimate your training cost and time using different cloud platforms like AWS, Azure and GCP
Optimize batch size to track energy consumption and environmental impacts
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