| { |
| "app": "neat-change-studio", |
| "version": 1, |
| "models": { |
| "bf16": { |
| "title": "CYWS bf16", |
| "about": "The most faithful build: matches the FP32 model's boxes one for one. The default.", |
| "path": "bf16", |
| "precision": "BF16", |
| "latency_ms": 35.2, |
| "accuracy": { |
| "changes_found": "33 / 47", |
| "pixel_f1": 0.587, |
| "false_alarm_pairs": "2 / 15", |
| "box_agreement_vs_fp32": 1.0, |
| "heat_cosine_min": 0.994 |
| }, |
| "card": { |
| "model": "The Change You Want to See (Sachdeva & Zisserman, WACV 2023)", |
| "architecture": "Siamese ResNet-50 U-Net, co-attention, CenterNet head; 49.5M parameters", |
| "input": "before + after, 256x256 RGB each", |
| "upstream": "ragavsachdeva/The-Change-You-Want-to-See", |
| "license": "Apache-2.0" |
| }, |
| "files": [ |
| { |
| "name": "cyws_bf16_mpk.tar.gz", |
| "bytes": 119178396, |
| "sha256": "ba5a5a12a9858dd31f265d338e55c1cdd7df5dd80a1b96a64d9763d28ed8c444" |
| } |
| ] |
| }, |
| "w8a16": { |
| "title": "CYWS w8a16", |
| "about": "Int8 weights with bf16 activations: 40% smaller and ~23% faster per window, slightly less exact.", |
| "path": "w8a16", |
| "precision": "A_BF16_W_INT8", |
| "latency_ms": 27.2, |
| "accuracy": { |
| "changes_found": "31 / 47", |
| "pixel_f1": 0.581, |
| "false_alarm_pairs": "3 / 15", |
| "box_agreement_vs_fp32": 0.966, |
| "heat_cosine_min": 0.826 |
| }, |
| "card": { |
| "model": "The Change You Want to See (Sachdeva & Zisserman, WACV 2023)", |
| "architecture": "Siamese ResNet-50 U-Net, co-attention, CenterNet head; 49.5M parameters", |
| "input": "before + after, 256x256 RGB each", |
| "upstream": "ragavsachdeva/The-Change-You-Want-to-See", |
| "license": "Apache-2.0" |
| }, |
| "files": [ |
| { |
| "name": "cyws_w8a16_mpk.tar.gz", |
| "bytes": 71785644, |
| "sha256": "5d33702c13731558eb4fd8f71ca3c18d2b6fa0216d66931e3a31b743d43f0c78" |
| } |
| ] |
| } |
| } |
| } |
