{ "model": "tabnet", "subset": "Win32", "quant": "fp32", "model_size_mb": 140.154, "original_size_mb": 7.434, "size_reduction_pct": -1785.3, "latency_ms": { "cold_batch1": 5.309, "warm_batch1": 4.693, "warm_batch16": 11.64, "warm_batch256": 164.592, "throughput_batch1": 213.1, "ms_per_sample_batch1": 4.693, "throughput_batch16": 1374.6, "ms_per_sample_batch16": 0.7275, "throughput_batch256": 1555.4, "ms_per_sample_batch256": 0.6429 }, "original_latency_ms": { "cold_batch1": 9.701, "warm_batch1": 9.188, "warm_batch16": 23.93, "warm_batch256": 106.658, "throughput_batch1": 108.8, "ms_per_sample_batch1": 9.188, "throughput_batch16": 668.6, "ms_per_sample_batch16": 1.4956, "throughput_batch256": 2400.2, "ms_per_sample_batch256": 0.4166 }, "test_metrics": { "roc_auc": 0.9948896635312952, "pr_auc": 0.9948405944927753, "tpr_at_1pct_fpr": 0.9317385068918811, "n_samples": 100000, "n_positive": 50204, "auc_delta_vs_original": 2.9e-05 }, "peak_rss_delta_mb": 5.3, "platform": "macOS-15.7.7-arm64-arm-64bit", "platform_short": "darwin-arm64" }