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README.md
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---
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library_name: executorch
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display_name: DeiT-Tiny INT8 — ExecuTorch + XNNPACK
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base_model: facebook/deit-tiny-patch16-224
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base_model_relation: quantized
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license: apache-2.0
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---
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library_name: executorch
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base_model: facebook/deit-tiny-patch16-224
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base_model_relation: quantized
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license: apache-2.0
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benchmarks/README.md
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# Benchmarks
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Machine-readable measurement records for this model, conforming to
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the AI Portal model schema
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v1.0.0 (`task: vision-classification`).
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These complement — they don't replace — the eval block in the model
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card. The card carries the headline numbers in human-readable form;
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these YAMLs carry the same data with full context (target hardware,
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runtime config, dataset slice, benchmark parameters) so downstream
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tooling can ingest them programmatically.
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## Files
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- `deit-tiny-raspberrypi5-int8.yaml` — INT8 measurements on
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Raspberry Pi 5 via ExecuTorch + XNNPACK + KleidiAI.
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- `deit-tiny-raspberrypi5-fp32.yaml` — FP32 baseline on the same
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hardware/runtime, for comparison.
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## Reading these
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Each record has three top-level sections:
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- `context.{model,target,runtime,dataset,benchmark}` — everything
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needed to reproduce the measurement.
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- `performance` — latency (p50/p90), memory (peak/average), FPS,
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delegation %.
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- `accuracy` — Top-1 / Top-5 percentages.
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The two records share `context.{target,runtime,dataset,benchmark}`;
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the disambiguator is `weight_dtype` (and, once published under an
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`Arm/*` slug, `model.id`).
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## Provenance
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Copied field-for-field from the producer delivery
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`deit_raspberry_executorch_v2`: the INT8 record from
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`huggingface/metadata.yaml`, the FP32 baseline from
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`huggingface/baseline_metadata.yaml`.
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