| { |
| "model": "lgbm", |
| "subset": "PDF", |
| "quant": "int8-static", |
| "model_size_mb": 1.834, |
| "original_size_mb": 3.749, |
| "size_reduction_pct": 51.1, |
| "latency_ms": { |
| "cold_batch1": 0.129, |
| "warm_batch1": 0.048, |
| "ms_per_sample_batch1": 0.048, |
| "throughput_batch1": 20825.4, |
| "warm_batch16": 0.113, |
| "ms_per_sample_batch16": 0.0071, |
| "throughput_batch16": 141742.4, |
| "warm_batch256": 1.732, |
| "ms_per_sample_batch256": 0.0068, |
| "throughput_batch256": 147804.8 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 0.092, |
| "warm_batch1": 0.068, |
| "ms_per_sample_batch1": 0.0679, |
| "throughput_batch1": 14717.5, |
| "warm_batch16": 0.24, |
| "ms_per_sample_batch16": 0.015, |
| "throughput_batch16": 66542.1, |
| "warm_batch256": 2.708, |
| "ms_per_sample_batch256": 0.0106, |
| "throughput_batch256": 94542.2 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9912552777777778, |
| "pr_auc": 0.9932672115475838, |
| "tpr_at_1pct_fpr": 0.9275, |
| "n_samples": 24000, |
| "n_positive": 12000 |
| }, |
| "peak_rss_delta_mb": 7.9, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
