File size: 1,162 Bytes
beef6da | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 | {
"model": "tabnet",
"subset": "ELF",
"quant": "fp32",
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"size_reduction_pct": -314.7,
"latency_ms": {
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"throughput_batch1": 1979.5,
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"throughput_batch16": 7278.2,
"warm_batch256": 31.163,
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},
"original_latency_ms": {
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"warm_batch1": 1.805,
"ms_per_sample_batch1": 1.8048,
"throughput_batch1": 554.1,
"warm_batch16": 4.991,
"ms_per_sample_batch16": 0.3119,
"throughput_batch16": 3206.0,
"warm_batch256": 22.953,
"ms_per_sample_batch256": 0.0897,
"throughput_batch256": 11153.0
},
"test_metrics": {
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"pr_auc": 0.9665705945334059,
"tpr_at_1pct_fpr": 0.546,
"n_samples": 12000,
"n_positive": 6000,
"auc_delta_vs_original": -1e-06
},
"peak_rss_delta_mb": 0.0,
"platform": "macOS-15.7.7-arm64-arm-64bit",
"platform_short": "darwin-arm64"
} |