Sync model repo (text/metadata)
Browse files
benchmarks/whisper-tiny-vivo-x300-fp32.yaml
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# (7.558% / 3.111%), NOT baseline_metadata.yaml — whose accuracy field wrongly
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# copies the INT8 (optimized) value (see docs/marvik/upstream.md). WER/CER as PERCENT.
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version: 1.0.0
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created_at: '2026-07-13T00:00:00Z'
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context:
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id: Arm/whisper-tiny-int8-xnnpack-executorch
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filename: whisper-tiny-fp32-executorch.pte
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base_model_id: openai/whisper-tiny
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profile: Baseline
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weight_dtype: fp32
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model_size_mb: 220.259
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parameter_count: 37760640
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format: pte
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target:
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name: Vivo X300
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hardware_class: Premium smartphone
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cpu_architecture: arm64
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cpu_model: C1-Ultra, C1-Premium, C1-Pro
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cpu_core_count: 8
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arch_feature_flags:
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- armv9.2-a
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- sve2
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- i8mm
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system_memory_gb: 16
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os: android
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os_version: Android 16 / OriginOS 6
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runtime:
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name: executorch
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execution_backend: cpu
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# (7.558% / 3.111%), NOT baseline_metadata.yaml — whose accuracy field wrongly
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# copies the INT8 (optimized) value (see docs/marvik/upstream.md). WER/CER as PERCENT.
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version: 1.0.0
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report_type: speech-asr
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profile: Baseline
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created_at: '2026-07-13T00:00:00Z'
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context:
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target_ref: vivo-x300
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runtime:
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name: executorch
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execution_backend: cpu
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benchmarks/whisper-tiny-vivo-x300-int8.yaml
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# (7000 ms / 1169.5 ms p50 = 5.985); the earlier 10 s value was not.
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# - accuracy is the ExecuTorch INT8 (optimized) WER/CER, as PERCENT (repo convention).
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version: 1.0.0
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created_at: '2026-07-13T00:00:00Z'
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context:
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id: Arm/whisper-tiny-int8-xnnpack-executorch
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filename: whisper-tiny-int8-executorch.pte
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base_model_id: openai/whisper-tiny
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profile: Arm-Optimized
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weight_dtype: int8
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quantization:
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method: PTQ-dynamic
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weight_bits: 8
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activation_bits: 8
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symmetric: true
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mode: dynamic
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weight_granularity: per-channel
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variant: 8da8w + embed_tokens weight-only int8
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fp32_layers:
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- embed_positions
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model_size_mb: 116.578
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parameter_count: 37760640
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format: pte
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target:
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name: Vivo X300
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hardware_class: Premium smartphone
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cpu_architecture: arm64
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cpu_model: C1-Ultra, C1-Premium, C1-Pro
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cpu_core_count: 8
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arch_feature_flags:
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- armv9.2-a
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- sve2
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- i8mm
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- bf16
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system_memory_gb: 16
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os: android
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os_version: Android 16 / OriginOS 6
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runtime:
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name: executorch
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execution_backend: cpu
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# (7000 ms / 1169.5 ms p50 = 5.985); the earlier 10 s value was not.
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# - accuracy is the ExecuTorch INT8 (optimized) WER/CER, as PERCENT (repo convention).
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version: 1.0.0
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report_type: speech-asr
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profile: Arm-Optimized
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created_at: '2026-07-13T00:00:00Z'
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context:
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target_ref: vivo-x300
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runtime:
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name: executorch
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execution_backend: cpu
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metadata.yaml
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hardware_class: Premium smartphone
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cpu_architecture: arm64
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cpu_model: C1-Ultra, C1-Premium, C1-Pro
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cpu_core_count: 8
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system_memory_gb: 16
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os: android
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os_version: Android 16 / OriginOS 6
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runtime:
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name: executorch
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execution_backend: cpu
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config:
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optimisations:
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- XNNPACK
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- KleidiAI
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version: 1.1.0
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dataset:
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name: librispeech_asr
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sample_count: 2620
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benchmark:
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batch_size: 1
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audio_length_s: 7.0
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num_runs: 50
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warmup_runs: 10
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mode: offline
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sample_rate_hz: 16000
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performance:
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end_to_end_latency_ms:
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p50: 1169.5
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p90: 1200.0
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p99: 1203.0
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peak_memory_mb: 3940.71
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rtfx: 5.985
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model_load_time_ms: 346.75
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accuracy:
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normalised_wer: 0.075716
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normalisation: Whisper-style
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cer: 0.031322
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schema_version: 1.0.0
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report_type: speech-asr
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task_type: automatic-speech-recognition
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title: Whisper Tiny INT8 — ExecuTorch + XNNPACK
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id: Arm/whisper-tiny-int8-xnnpack-executorch
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filename: whisper-tiny-int8-executorch.pte
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base_model_id: openai/whisper-tiny
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profile: Arm-Optimized
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weight_dtype: int8
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quantization:
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method: PTQ-dynamic
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weight_bits: 8
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activation_bits: 8
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symmetric: true
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mode: dynamic
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weight_granularity: per-channel
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variant: 8da8w + embed_tokens weight-only int8
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fp32_layers:
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- embed_positions
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model_size_mb: 116.578
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parameter_count: 37760640
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format: pte
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