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metadata.yaml
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report_type: vision-classification
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task_type: image-classification
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title: DeiT-Tiny INT8 — ExecuTorch + XNNPACK
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id: Arm/deit-tiny-int8-xnnpack-executorch
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filename: deit-tiny-int8-executorch.pte
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base_model_id: facebook/deit-tiny-patch16-224
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report_type: vision-classification
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task_type: image-classification
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title: DeiT-Tiny INT8 — ExecuTorch + XNNPACK
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description: >-
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INT8-quantized compact vision transformer for 1000-class image classification, designed for
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efficient inference on ARM edge devices with ExecuTorch and XNNPACK. It uses static symmetric
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per-channel quantization and ImageNet-style preprocessing, producing raw logits for top-k
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classification while reducing model size, latency, and memory use with minimal accuracy impact
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compared with the FP32 baseline.
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id: Arm/deit-tiny-int8-xnnpack-executorch
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filename: deit-tiny-int8-executorch.pte
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base_model_id: facebook/deit-tiny-patch16-224
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