| { |
| "model": "dnn", |
| "subset": "all", |
| "quant": "int8-static", |
| "model_size_mb": 13.303, |
| "original_size_mb": 52.939, |
| "size_reduction_pct": 74.9, |
| "latency_ms": { |
| "cold_batch1": 0.429, |
| "warm_batch1": 0.254, |
| "warm_batch16": 0.93, |
| "warm_batch256": 8.955, |
| "throughput_batch1": 3937.0, |
| "ms_per_sample_batch1": 0.254, |
| "throughput_batch16": 17204.3, |
| "ms_per_sample_batch16": 0.0581, |
| "throughput_batch256": 28587.4, |
| "ms_per_sample_batch256": 0.035 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 2.658, |
| "warm_batch1": 2.394, |
| "warm_batch16": 4.271, |
| "warm_batch256": 11.371, |
| "throughput_batch1": 417.7, |
| "ms_per_sample_batch1": 2.394, |
| "throughput_batch16": 3746.2, |
| "ms_per_sample_batch16": 0.2669, |
| "throughput_batch256": 22513.4, |
| "ms_per_sample_batch256": 0.0444 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9938331270533947, |
| "pr_auc": 0.9937970701852039, |
| "tpr_at_1pct_fpr": 0.8870437241462001, |
| "n_samples": 100000, |
| "n_positive": 50041, |
| "auc_delta_vs_original": -0.000375 |
| }, |
| "peak_rss_delta_mb": 0.0, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
