Accuracy Improvement

This page groups the main ONNX accuracy-improvement techniques in AMD Quark. Use the calibration and algorithm guides below when a default PTQ run does not meet your accuracy target.

Contents

• LayerwisePercentile
• Quantizing Using CrossLayerEqualization (CLE)
• Example
• AdaQuant and AdaRound
• AutoSearch
• Mixed Precision
• SmoothQuant
• QuaRot (experimental)