| { |
| "model": "lgbm", |
| "subset": ".NET", |
| "quant": "int8-static", |
| "model_size_mb": 1.817, |
| "original_size_mb": 3.698, |
| "size_reduction_pct": 50.9, |
| "latency_ms": { |
| "cold_batch1": 0.056, |
| "warm_batch1": 0.05, |
| "ms_per_sample_batch1": 0.0503, |
| "throughput_batch1": 19869.9, |
| "warm_batch16": 0.142, |
| "ms_per_sample_batch16": 0.0089, |
| "throughput_batch16": 112664.0, |
| "warm_batch256": 1.641, |
| "ms_per_sample_batch256": 0.0064, |
| "throughput_batch256": 155963.2 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 0.142, |
| "warm_batch1": 0.067, |
| "ms_per_sample_batch1": 0.0671, |
| "throughput_batch1": 14911.4, |
| "warm_batch16": 0.251, |
| "ms_per_sample_batch16": 0.0157, |
| "throughput_batch16": 63732.9, |
| "warm_batch256": 5.093, |
| "ms_per_sample_batch256": 0.0199, |
| "throughput_batch256": 50269.9 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9979601608207316, |
| "pr_auc": 0.9980288248731665, |
| "tpr_at_1pct_fpr": 0.9561326232330918, |
| "n_samples": 100000, |
| "n_positive": 49946 |
| }, |
| "peak_rss_delta_mb": 7.9, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
