{ "model": "dnn", "subset": "Win32", "quant": "int8-static", "model_size_mb": 13.303, "original_size_mb": 52.939, "size_reduction_pct": 74.9, "latency_ms": { "cold_batch1": 0.487, "warm_batch1": 0.288, "warm_batch16": 0.99, "warm_batch256": 8.912, "throughput_batch1": 3472.2, "ms_per_sample_batch1": 0.288, "throughput_batch16": 16161.6, "ms_per_sample_batch16": 0.0619, "throughput_batch256": 28725.3, "ms_per_sample_batch256": 0.0348 }, "original_latency_ms": { "cold_batch1": 2.393, "warm_batch1": 2.343, "warm_batch16": 4.234, "warm_batch256": 11.15, "throughput_batch1": 426.8, "ms_per_sample_batch1": 2.343, "throughput_batch16": 3778.9, "ms_per_sample_batch16": 0.2646, "throughput_batch256": 22959.6, "ms_per_sample_batch256": 0.0436 }, "test_metrics": { "roc_auc": 0.9965419976367095, "pr_auc": 0.9966226288532287, "tpr_at_1pct_fpr": 0.9478530944531651, "n_samples": 100000, "n_positive": 50204, "auc_delta_vs_original": -8e-05 }, "peak_rss_delta_mb": 5.3, "platform": "macOS-15.7.7-arm64-arm-64bit", "platform_short": "darwin-arm64" }