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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 — Ethos-U85 (ExecuTorch)
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id: Arm/deit-tiny-int8-ethos-u-executorch
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filename: deit-tiny-int8-ethos-u-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 — Ethos-U85 (ExecuTorch)
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description: >-
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An INT8-quantized tiny Vision Transformer for 1,000-class image classification, using SmoothQuant to
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reduce model size while preserving accuracy. It processes 224×224 RGB images with ImageNet-style
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normalization and outputs class logits for top-k prediction, making it suitable for efficient edge
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AI vision workloads.
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id: Arm/deit-tiny-int8-ethos-u-executorch
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filename: deit-tiny-int8-ethos-u-executorch.pte
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base_model_id: facebook/deit-tiny-patch16-224
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