File size: 2,464 Bytes
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"purpose": "selected local Core ML extraction parity and latency, not a Decision Index score",
"source_model": "fastino/gliner2.5-base-v1",
"source_revision": "1a8bc24e00dc7300b9017c81d63e3dcdabb26596",
"runtime": {
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"gliner2": "2.0.0",
"mac": "M5 Pro, 24 GB, macOS 27.0"
},
"bucket": "L128/W64/Q8/K8; candidate C192, explicit S64, relation R4/P256, records F8/C192/I1536",
"fixtures": {
"fp32": {
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"fixture_count": 11,
"failed_cases": [],
"maximum_confidence_error": 1.1324882507324219e-06
},
"fp16": {
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"fixture_count": 11,
"failed_cases": [],
"maximum_confidence_error": 0.16530340909957886
}
},
"latency": {
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"p95_ms": 16.104084032122046,
"warmup": 20,
"iterations": 200,
"shape": "L128/W64/Q8/C192"
},
"fp16_cpu_and_gpu": {
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"p95_ms": 13.875250006094575,
"warmup": 20,
"iterations": 200,
"shape": "L128/W64/Q8/C192"
},
"fp16_cpu_and_neural_engine": {
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"warmup": 20,
"iterations": 200,
"shape": "L128/W64/Q8/C192"
},
"fp16_cpu_only": {
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"p95_ms": 33.066082978621125,
"warmup": 20,
"iterations": 200,
"shape": "L128/W64/Q8/C192"
},
"fp32_all": {
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"iterations": 200,
"shape": "L128/W64/Q8/C192"
}
},
"feature_compute_plan": {
"fp16-cpu_and_neural_engine": {
"cpu_percent": 46.87,
"gpu_percent": 0.0,
"ane_percent": 53.13
}
},
"compression": {
"attempt": "LUT8 per-tensor k-means on FP16 feature package using scikit-learn 1.5.1",
"source_bytes": 390998448,
"compressed_bytes": 196248206,
"matched_structures": 10,
"fixture_count": 11,
"failed_cases": [
"record_latent"
],
"release": false
},
"published_extraction_precisions": [
"fp16",
"fp32"
],
"limitations": [
"fixed shape; requests over capacity fail",
"small selected real-text fixtures only; no full Decision Index score",
"current pinned source revision is not established as the historical evaluation checkpoint"
]
}
|