| { |
| "model": "dnn", |
| "subset": "Win32", |
| "quant": "int8-static", |
| "model_size_mb": 13.303, |
| "original_size_mb": 52.939, |
| "size_reduction_pct": 74.9, |
| "latency_ms": { |
| "cold_batch1": 0.487, |
| "warm_batch1": 0.288, |
| "warm_batch16": 0.99, |
| "warm_batch256": 8.912, |
| "throughput_batch1": 3472.2, |
| "ms_per_sample_batch1": 0.288, |
| "throughput_batch16": 16161.6, |
| "ms_per_sample_batch16": 0.0619, |
| "throughput_batch256": 28725.3, |
| "ms_per_sample_batch256": 0.0348 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 2.393, |
| "warm_batch1": 2.343, |
| "warm_batch16": 4.234, |
| "warm_batch256": 11.15, |
| "throughput_batch1": 426.8, |
| "ms_per_sample_batch1": 2.343, |
| "throughput_batch16": 3778.9, |
| "ms_per_sample_batch16": 0.2646, |
| "throughput_batch256": 22959.6, |
| "ms_per_sample_batch256": 0.0436 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9965419976367095, |
| "pr_auc": 0.9966226288532287, |
| "tpr_at_1pct_fpr": 0.9478530944531651, |
| "n_samples": 100000, |
| "n_positive": 50204, |
| "auc_delta_vs_original": -8e-05 |
| }, |
| "peak_rss_delta_mb": 5.3, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
