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README.md
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@@ -2,13 +2,18 @@ Resnet50 Test Quantization for accelerated int8-int8 compute for Apple Neural En
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Resnet From Code:<br>
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A4W8 0.58 ms<br>
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LUT 4-bit (A8W8) 0.92ms - no Accell!<br>
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<br>
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CoreMLTools 8.01b, M4 iPad Pro 16GB, iPad OS18.1 beta<br>
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8-bit<br>
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resnet50-LUT8-iOS17.mlpackage 1.08 ms<br>
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resnet50-W8A8-iOS17.mlpackage 0.81 ms<br>
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Resnet From Code:<br>
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Int8ANE.ipynb - test notebook to create <br>
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<br>
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CoreMLTools 8.01b, M4 iPad Pro 16GB, iPad OS18.1 beta<br>
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<br>
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LUT 4-bit FP16 1.03ms<br>
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A4W8 0.58 ms<br>
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LUT 4-bit (A8W8) 0.92ms - no Accell!<br>
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Tourch Model:
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8-bit<br>
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resnet50-LUT8-iOS17.mlpackage 1.08 ms<br>
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resnet50-W8A8-iOS17.mlpackage 0.81 ms<br>
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