adaptive-training

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oluwafemidiakhoa / adaptive-sparse-training

Adaptive Sparse Training (AST): 92.1% ImageNet-100 accuracy with 61% energy savings and zero degradation. Production-ready implementations for energy-efficient deep learning with ResNet50 and modern architectures.

machine-learning deep-learning pytorch production-ready cifar100 energy-efficient green-ai adaptive-training

Updated Nov 8, 2025
Python

BradleyEdelman / EdgeTrain

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EdgeTrain: An adaptive Python package for optimizing deep learning training parameters on edge devices by monitoring CPU and GPU performance.

deep-learning resource-management performance-optimization model-training edge-ai tensorflow2 adaptive-training

Updated Feb 11, 2025
Jupyter Notebook

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