| { |
| "model": "dnn", |
| "subset": "PE", |
| "quant": "int8-static", |
| "model_size_mb": 13.303, |
| "original_size_mb": 52.939, |
| "size_reduction_pct": 74.9, |
| "latency_ms": { |
| "cold_batch1": 0.778, |
| "warm_batch1": 0.29, |
| "warm_batch16": 1.036, |
| "warm_batch256": 12.935, |
| "throughput_batch1": 3448.3, |
| "ms_per_sample_batch1": 0.29, |
| "throughput_batch16": 15444.0, |
| "ms_per_sample_batch16": 0.0648, |
| "throughput_batch256": 19791.3, |
| "ms_per_sample_batch256": 0.0505 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 2.916, |
| "warm_batch1": 2.466, |
| "warm_batch16": 4.939, |
| "warm_batch256": 11.88, |
| "throughput_batch1": 405.5, |
| "ms_per_sample_batch1": 2.466, |
| "throughput_batch16": 3239.5, |
| "ms_per_sample_batch16": 0.3087, |
| "throughput_batch256": 21548.8, |
| "ms_per_sample_batch256": 0.0464 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9968856578492659, |
| "pr_auc": 0.9969432521647822, |
| "tpr_at_1pct_fpr": 0.9471575053488233, |
| "n_samples": 100000, |
| "n_positive": 50011, |
| "auc_delta_vs_original": -6.2e-05 |
| }, |
| "peak_rss_delta_mb": 0.0, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
