| { |
| "model": "dnn", |
| "subset": ".NET", |
| "quant": "int8-static", |
| "model_size_mb": 13.303, |
| "original_size_mb": 52.939, |
| "size_reduction_pct": 74.9, |
| "latency_ms": { |
| "cold_batch1": 0.429, |
| "warm_batch1": 0.248, |
| "warm_batch16": 0.909, |
| "warm_batch256": 8.858, |
| "throughput_batch1": 4032.3, |
| "ms_per_sample_batch1": 0.248, |
| "throughput_batch16": 17601.8, |
| "ms_per_sample_batch16": 0.0568, |
| "throughput_batch256": 28900.4, |
| "ms_per_sample_batch256": 0.0346 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 2.44, |
| "warm_batch1": 2.368, |
| "warm_batch16": 4.208, |
| "warm_batch256": 11.103, |
| "throughput_batch1": 422.3, |
| "ms_per_sample_batch1": 2.368, |
| "throughput_batch16": 3802.3, |
| "ms_per_sample_batch16": 0.263, |
| "throughput_batch256": 23056.8, |
| "ms_per_sample_batch256": 0.0434 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9919714812355357, |
| "pr_auc": 0.9900265259892996, |
| "tpr_at_1pct_fpr": 0.8444236421489054, |
| "n_samples": 100000, |
| "n_positive": 49946, |
| "auc_delta_vs_original": -0.001909 |
| }, |
| "peak_rss_delta_mb": 0.0, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
