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Automatic generation of calibration datasets #111

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merged 6 commits into from
Jan 15, 2024

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@IlyasMoutawwakil IlyasMoutawwakil commented Jan 14, 2024

To perform static quantization, we need to perform calibration with a dataset. instead of requiring identifier and preprocessors of a real dataset, we generate it using the input generators, resulting in a very easy way to benchmark the performance (latency, throughput, etc) of a quantitation scheme.

@IlyasMoutawwakil IlyasMoutawwakil changed the title Auto generation of calibration datasets Automatic generation of calibration datasets Jan 14, 2024
@IlyasMoutawwakil IlyasMoutawwakil merged commit ef70214 into main Jan 15, 2024
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@IlyasMoutawwakil IlyasMoutawwakil deleted the auto-calibration-dataset-generation branch March 29, 2024 16:32
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