| { |
| "model": "tabnet", |
| "subset": "Win32", |
| "quant": "fp32", |
| "model_size_mb": 140.154, |
| "original_size_mb": 7.434, |
| "size_reduction_pct": -1785.3, |
| "latency_ms": { |
| "cold_batch1": 5.309, |
| "warm_batch1": 4.693, |
| "warm_batch16": 11.64, |
| "warm_batch256": 164.592, |
| "throughput_batch1": 213.1, |
| "ms_per_sample_batch1": 4.693, |
| "throughput_batch16": 1374.6, |
| "ms_per_sample_batch16": 0.7275, |
| "throughput_batch256": 1555.4, |
| "ms_per_sample_batch256": 0.6429 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 9.701, |
| "warm_batch1": 9.188, |
| "warm_batch16": 23.93, |
| "warm_batch256": 106.658, |
| "throughput_batch1": 108.8, |
| "ms_per_sample_batch1": 9.188, |
| "throughput_batch16": 668.6, |
| "ms_per_sample_batch16": 1.4956, |
| "throughput_batch256": 2400.2, |
| "ms_per_sample_batch256": 0.4166 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9948896635312952, |
| "pr_auc": 0.9948405944927753, |
| "tpr_at_1pct_fpr": 0.9317385068918811, |
| "n_samples": 100000, |
| "n_positive": 50204, |
| "auc_delta_vs_original": 2.9e-05 |
| }, |
| "peak_rss_delta_mb": 5.3, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
