| { |
| "model": "dnn", |
| "subset": "APK", |
| "quant": "fp32", |
| "model_size_mb": 3.903, |
| "original_size_mb": 3.93, |
| "size_reduction_pct": 0.7, |
| "latency_ms": { |
| "cold_batch1": 0.061, |
| "warm_batch1": 0.035, |
| "warm_batch16": 0.215, |
| "warm_batch256": 2.326, |
| "throughput_batch1": 28571.4, |
| "ms_per_sample_batch1": 0.035, |
| "throughput_batch16": 74418.6, |
| "ms_per_sample_batch16": 0.0134, |
| "throughput_batch256": 110060.2, |
| "ms_per_sample_batch256": 0.0091 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 0.196, |
| "warm_batch1": 0.094, |
| "warm_batch16": 0.528, |
| "warm_batch256": 1.149, |
| "throughput_batch1": 10638.3, |
| "ms_per_sample_batch1": 0.094, |
| "throughput_batch16": 30303.0, |
| "ms_per_sample_batch16": 0.033, |
| "throughput_batch256": 222802.4, |
| "ms_per_sample_batch256": 0.0045 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9760728567708332, |
| "pr_auc": 0.9782617133148918, |
| "tpr_at_1pct_fpr": 0.7681666666666667, |
| "n_samples": 96000, |
| "n_positive": 48000, |
| "auc_delta_vs_original": -0.0 |
| }, |
| "peak_rss_delta_mb": 0.0, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
