| { |
| "model": "tabnet", |
| "subset": "APK", |
| "quant": "fp32", |
| "model_size_mb": 13.457, |
| "original_size_mb": 3.25, |
| "size_reduction_pct": -314.1, |
| "latency_ms": { |
| "cold_batch1": 0.765, |
| "warm_batch1": 0.846, |
| "warm_batch16": 2.56, |
| "warm_batch256": 39.071, |
| "throughput_batch1": 1182.0, |
| "ms_per_sample_batch1": 0.846, |
| "throughput_batch16": 6250.0, |
| "ms_per_sample_batch16": 0.16, |
| "throughput_batch256": 6552.2, |
| "ms_per_sample_batch256": 0.1526 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 2.01, |
| "warm_batch1": 1.776, |
| "warm_batch16": 6.445, |
| "warm_batch256": 24.723, |
| "throughput_batch1": 563.1, |
| "ms_per_sample_batch1": 1.776, |
| "throughput_batch16": 2482.5, |
| "ms_per_sample_batch16": 0.4028, |
| "throughput_batch256": 10354.7, |
| "ms_per_sample_batch256": 0.0966 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9741325381944445, |
| "pr_auc": 0.9752553810358323, |
| "tpr_at_1pct_fpr": 0.7027916666666667, |
| "n_samples": 96000, |
| "n_positive": 48000, |
| "auc_delta_vs_original": 0.0 |
| }, |
| "peak_rss_delta_mb": 0.0, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
