model-profiling

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ultralytics / thop

PyTorch model profiler for computing MACs and parameter counts to measure deep learning model complexity.

performance computer-vision deep-learning neural-network transformers cnn pytorch model-complexity macs flops ultralytics model-profiling parameter-count

Updated Oct 19, 2026
Python

MEHDI342 / Memoraith

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Memoraith: A lightweight, versatile model profiler for deep learning frameworks. Optimize your neural networks with detailed insights on memory usage, computation time, and performance bottlenecks.

machine-learning deep-learning tensorflow optimization pytorch performance-analysis memory-profiling model-profiling

Updated Feb 28, 2025
Python

Md-Sifat-Bin-Jibon / greenai-profiler

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Open-source PyTorch AI model profiler for latency, memory, energy (NVML/RAPL), and layer-wise bottlenecks. Measure green AI / ML efficiency no fabricated joules.