╔══════════════════════════════════════════════════════════════╗ ║ DAVID MODEL SUMMARY ║ ╠══════════════════════════════════════════════════════════════╣ ║ ║ ║ 🎯 VALIDATION ACCURACY: 84.73% ║ ║ ║ ╚══════════════════════════════════════════════════════════════╝ MODEL: David-partial_shared-deep_efficiency RUN ID: 20251012_181608 BEST EPOCH: 3/10 ═══════════════════════════════════════════════════════════════ 📊 PERFORMANCE BREAKDOWN Final Training Accuracy: 96.34% Best Validation Accuracy: 84.73% Per-Scale Accuracies: • Scale 384: 84.39% • Scale 512: 84.67% • Scale 768: 84.52% • Scale 1024: 84.71% • Scale 1280: 84.73% • Scale 1536: 84.57% • Scale 1792: 84.58% • Scale 2048: 84.59% ═══════════════════════════════════════════════════════════════ 🏗️ ARCHITECTURE Preset: clip_vit_bigg14 Sharing Mode: partial_shared Fusion Mode: deep_efficiency Scales: 8 scales - [384, 512, 768, 1024, 1280, 1536, 1792, 2048] Feature Dim: 1280 Parameters: 60,814,373 ═══════════════════════════════════════════════════════════════ 📈 TRAINING CURVE Epoch | Train Acc | Val Acc | Learning Rate ------|-----------|----------|-------------- 1 | 82.11% | 83.66% | 9.76e-04 2 | 87.16% | 84.31% | 9.05e-04 3 | 88.81% | 84.73% 👑 | 7.94e-04 4 | 90.27% | 84.51% | 6.55e-04 5 | 91.61% | 84.49% | 5.01e-04 6 | 92.98% | 84.60% | 3.46e-04 7 | 94.16% | 84.44% | 2.07e-04 8 | 95.16% | 84.39% | 9.64e-05 9 | 95.89% | 84.26% | 2.54e-05 10 | 96.34% | 84.23% | 1.00e-03 ═══════════════════════════════════════════════════════════════ 📁 FILES Best Model: best_model_acc84.73.safetensors Config: david_config.json Training Cfg: train_config.json History: training_history.json ═══════════════════════════════════════════════════════════════ Generated: 2025-10-12 18:49:27