| { |
| "model": "tabnet", |
| "subset": "Win64", |
| "quant": "fp32", |
| "model_size_mb": 140.154, |
| "original_size_mb": 7.429, |
| "size_reduction_pct": -1786.6, |
| "latency_ms": { |
| "cold_batch1": 5.52, |
| "warm_batch1": 5.621, |
| "warm_batch16": 12.261, |
| "warm_batch256": 176.112, |
| "throughput_batch1": 177.9, |
| "ms_per_sample_batch1": 5.621, |
| "throughput_batch16": 1305.0, |
| "ms_per_sample_batch16": 0.7663, |
| "throughput_batch256": 1453.6, |
| "ms_per_sample_batch256": 0.6879 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 9.918, |
| "warm_batch1": 9.95, |
| "warm_batch16": 27.51, |
| "warm_batch256": 111.345, |
| "throughput_batch1": 100.5, |
| "ms_per_sample_batch1": 9.95, |
| "throughput_batch16": 581.6, |
| "ms_per_sample_batch16": 1.7194, |
| "throughput_batch256": 2299.2, |
| "ms_per_sample_batch256": 0.4349 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9944386641629801, |
| "pr_auc": 0.99484068139891, |
| "tpr_at_1pct_fpr": 0.9317508012820512, |
| "n_samples": 100000, |
| "n_positive": 49920, |
| "auc_delta_vs_original": -0.000202 |
| }, |
| "peak_rss_delta_mb": 7.9, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
