Add hardware-to-simulator metric comparison tools and refactor code#161

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athebolt wants to merge 16 commits into

scalesim-project:mainfrom

Commits on Apr 9, 2026

initial commit
athebolt
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Commits on Apr 10, 2026

1. topology_utils.py — parser was crashing on extra columns and empty rows in
LongNguyenThanhLe
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add outputs/ to gitignore
LongNguyenThanhLe
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Create scalesim/compare_metrics.py — a refactored version with a callable
LongNguyenThanhLe
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Add -m arg to scale.py and call comparison after run_scale()
LongNguyenThanhLe
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ncu hardware metrics .csv is the performance of the actual Jetson Orin Nano GPU running an inference with the ResNet18 model
LongNguyenThanhLe
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network layout and network topology are csv files with the specifications of the ResNet 18 model
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network topology are csv files with the specifications of the ResNet 18 model
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the compare metrics python script parses the hardware metrics and the SCALE-Sim outputs and writes a comparison report which I also attached
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Commits on Apr 16, 2026

Refactor code structure for improved readability and maintainability
athebolt
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Commits on Apr 18, 2026

feat: add hardware-to-simulator metric comparison tools and configuration for Orin Nano
athebolt
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