| { |
| "model": "dnn", |
| "subset": "PDF", |
| "quant": "fp32", |
| "model_size_mb": 3.903, |
| "original_size_mb": 3.93, |
| "size_reduction_pct": 0.7, |
| "latency_ms": { |
| "cold_batch1": 0.05, |
| "warm_batch1": 0.036, |
| "warm_batch16": 0.201, |
| "warm_batch256": 2.391, |
| "throughput_batch1": 27777.8, |
| "ms_per_sample_batch1": 0.036, |
| "throughput_batch16": 79602.0, |
| "ms_per_sample_batch16": 0.0126, |
| "throughput_batch256": 107068.2, |
| "ms_per_sample_batch256": 0.0093 |
| }, |
| "original_latency_ms": { |
| "cold_batch1": 0.177, |
| "warm_batch1": 0.102, |
| "warm_batch16": 0.502, |
| "warm_batch256": 1.122, |
| "throughput_batch1": 9803.9, |
| "ms_per_sample_batch1": 0.102, |
| "throughput_batch16": 31872.5, |
| "ms_per_sample_batch16": 0.0314, |
| "throughput_batch256": 228164.0, |
| "ms_per_sample_batch256": 0.0044 |
| }, |
| "test_metrics": { |
| "roc_auc": 0.9795445, |
| "pr_auc": 0.9848222884024884, |
| "tpr_at_1pct_fpr": 0.8901666666666667, |
| "n_samples": 24000, |
| "n_positive": 12000, |
| "auc_delta_vs_original": 0.0 |
| }, |
| "peak_rss_delta_mb": 2.1, |
| "platform": "macOS-15.7.7-arm64-arm-64bit", |
| "platform_short": "darwin-arm64" |
| } |
