╔══════════════════════════════════════════════════════════════╗ ║ DAVID MODEL SUMMARY ║ ╠══════════════════════════════════════════════════════════════╣ ║ ║ ║ 🎯 VALIDATION ACCURACY: 84.66% ║ ║ ║ ╚══════════════════════════════════════════════════════════════╝ MODEL: David-partial_shared-deep_efficiency RUN ID: 20251012_161107 BEST EPOCH: 10/10 ═══════════════════════════════════════════════════════════════ 📊 PERFORMANCE BREAKDOWN Final Training Accuracy: 95.10% Best Validation Accuracy: 84.66% Per-Scale Accuracies: • Scale 384: 84.75% • Scale 512: 84.75% • Scale 768: 84.66% • Scale 1024: 84.38% • Scale 1280: 84.36% • Scale 1536: 84.26% • Scale 1792: 84.24% • Scale 2048: 84.26% ═══════════════════════════════════════════════════════════════ 🏗️ 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 | 81.03% | 83.71% | 9.76e-04 2 | 86.80% | 84.04% | 9.05e-04 3 | 88.32% | 84.37% | 7.94e-04 4 | 89.54% | 84.41% | 6.55e-04 5 | 90.74% | 84.58% | 5.01e-04 6 | 91.93% | 84.51% | 3.46e-04 7 | 93.03% | 84.59% | 2.07e-04 8 | 93.97% | 84.56% | 9.64e-05 9 | 94.68% | 84.61% | 2.54e-05 10 | 95.10% | 84.66% 👑 | 1.00e-03 ═══════════════════════════════════════════════════════════════ 📁 FILES Best Model: best_model_acc84.66.safetensors Config: david_config.json Training Cfg: train_config.json History: training_history.json ═══════════════════════════════════════════════════════════════ Generated: 2025-10-12 16:46:36