| { |
| "model": "tabnet", |
| "subset": "PE", |
| "quant": "fp32", |
| "model_size_mb": 140.154, |
| "original_size_mb": 7.43, |
| "size_reduction_pct": -1786.3, |
| "latency_ms": { |
| "cold_batch1": 5.664, |
| "warm_batch1": 4.402, |
| "warm_batch16": 10.607, |
| "warm_batch256": 156.092, |
| "throughput_batch1": 227.2, |
| "ms_per_sample_batch1": 4.402, |
| "throughput_batch16": 1508.4, |
| "ms_per_sample_batch16": 0.6629, |
| "throughput_batch256": 1640.1, |
| "ms_per_sample_batch256": 0.6097 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 10.918, |
| "warm_batch1": 10.183, |
| "warm_batch16": 21.887, |
| "warm_batch256": 111.527, |
| "throughput_batch1": 98.2, |
| "ms_per_sample_batch1": 10.183, |
| "throughput_batch16": 731.0, |
| "ms_per_sample_batch16": 1.3679, |
| "throughput_batch256": 2295.4, |
| "ms_per_sample_batch256": 0.4357 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9948456613505301, |
| "pr_auc": 0.9951360774507333, |
| "tpr_at_1pct_fpr": 0.9194977105036892, |
| "n_samples": 100000, |
| "n_positive": 50011, |
| "auc_delta_vs_original": -0.00027 |
| }, |
| "peak_rss_delta_mb": 0.3, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
