{ "model": "dnn", "subset": "Win64", "quant": "int8-static", "model_size_mb": 13.303, "original_size_mb": 52.939, "size_reduction_pct": 74.9, "latency_ms": { "cold_batch1": 0.426, "warm_batch1": 0.22, "warm_batch16": 0.941, "warm_batch256": 8.919, "throughput_batch1": 4545.5, "ms_per_sample_batch1": 0.22, "throughput_batch16": 17003.2, "ms_per_sample_batch16": 0.0588, "throughput_batch256": 28702.8, "ms_per_sample_batch256": 0.0348 }, "original_latency_ms": { "cold_batch1": 2.789, "warm_batch1": 2.389, "warm_batch16": 4.246, "warm_batch256": 11.135, "throughput_batch1": 418.6, "ms_per_sample_batch1": 2.389, "throughput_batch16": 3768.3, "ms_per_sample_batch16": 0.2654, "throughput_batch256": 22990.6, "ms_per_sample_batch256": 0.0435 }, "test_metrics": { "roc_auc": 0.9968797740122215, "pr_auc": 0.9970818991078805, "tpr_at_1pct_fpr": 0.9616965868794326, "n_samples": 100000, "n_positive": 49920, "auc_delta_vs_original": -3.3e-05 }, "peak_rss_delta_mb": 0.0, "platform": "macOS-15.7.7-arm64-arm-64bit", "platform_short": "darwin-arm64" }