File size: 2,373 Bytes
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"purpose": "selected local Core ML extraction parity and latency, not a Decision Index score",
"source_model": "fastino/gliner2.5-multi-v1",
"source_revision": "a221b77a8baf4a613b8f8652661d41fa10a5641e",
"runtime": {
"coremltools": "9.0",
"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": {
"matched_structures": 15,
"fixture_count": 15,
"failed_cases": [],
"maximum_confidence_error": 4.887580871582031e-06
},
"fp16": {
"matched_structures": 14,
"fixture_count": 15,
"failed_cases": [
"record_latent"
],
"maximum_confidence_error": 0.037593305110931396
}
},
"latency": {
"fp32_all": {
"p50_ms": 10.563604475464672,
"p95_ms": 12.338125030510128,
"warmup": 20,
"iterations": 200,
"shape": "L128/W64/Q8/C192"
},
"fp32_cpu_and_gpu": {
"p50_ms": 10.022375005064532,
"p95_ms": 10.64095797482878,
"warmup": 20,
"iterations": 200,
"shape": "L128/W64/Q8/C192"
},
"fp32_cpu_and_neural_engine": {
"p50_ms": 36.07562501565553,
"p95_ms": 52.11695801699534,
"warmup": 20,
"iterations": 200,
"shape": "L128/W64/Q8/C192"
},
"fp32_cpu_only": {
"p50_ms": 36.11889548483305,
"p95_ms": 62.56379099795595,
"warmup": 20,
"iterations": 200,
"shape": "L128/W64/Q8/C192"
}
},
"feature_compute_plan": {
"fp32-all": {
"cpu_percent": 0.0,
"gpu_percent": 100.0,
"ane_percent": 0.0
},
"fp32-cpu_and_neural_engine": {
"cpu_percent": 100.0,
"gpu_percent": 0.0,
"ane_percent": 0.0
}
},
"compression": {
"attempt": "LUT8 per-tensor k-means on FP32 feature package using scikit-learn 1.5.1",
"result": "stopped after two minutes with zero graph operations processed and repeated k-means divide-by-zero/overflow warnings",
"release": false
},
"published_extraction_precisions": [
"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"
]
}
|