Epoch 200: 65.83%

README.md

@@ -5,7 +5,7 @@ tags:
 - cifar100
 - geometric-learning
 - fractal-encoding
-- in-training
+- trained
 - no-attention
 - no-cross-entropy
 datasets:
@@ -34,9 +34,9 @@ model-index:
 
 **Geometric Basin Classification for CIFAR-100**
 
-🚧 **Training in Progress** 🚧
+🎉 **Training Complete** 🎉
 
-Current Status: Epoch 150/200
+Final Status: Epoch 200/200
 
 ---
 
@@ -46,23 +46,23 @@ Current Status: Epoch 150/200
 |--------|-------|
 | **Best Test Accuracy** | **69.08%** |
 | **Best Epoch** | 190 |
-| **Current Train Accuracy** | 69.55% |
-| **Current Test Accuracy** | 67.08% |
-| **Current α (Cantor param)** | 0.4449 |
+| **Current Train Accuracy** | 62.61% |
+| **Current Test Accuracy** | 65.83% |
+| **Current α (Cantor param)** | 0.4462 |
 | **Total Parameters** | 198,392,937 |
-| **Training Time** | 1:21:17 |
+| **Training Time** | 1:47:30 |
 
 ### All Training Runs
 
 | Timestamp | Status | Best Epoch | Test Acc | Train Acc | α |
 |-----------|--------|------------|----------|-----------|---|
-| `20251010_100047` | 🔄 | 190 | **69.08%** | 69.55% | 0.4449 |
+| `20251010_100047` | ✅ | 190 | **69.08%** | 62.61% | 0.4462 |
 
 ### Comparison to State-of-the-Art
 
 | Model | Accuracy | Status |
 |-------|----------|--------|
-| **geo-beatrix (this model)** | **69.08%** | 🔄 Training |
+| **geo-beatrix (this model)** | **69.08%** | ✅ Complete |
 | vit-beatrix-dualstream | 66.0% | Vision Transformer + Cross-Entropy |
 
 ✅ **geo-beatrix has surpassed all baselines!**
@@ -187,18 +187,18 @@ epoch_checkpoint = hf_hub_download(
 
 ### Best Checkpoint
 - Epoch: 190
-- Train Acc: 69.55%
-- Test Acc: 69.08%
-- Alpha: 0.4449
-- Loss: 0.0000
+- Train Acc: 67.58%
+- Test Acc: 67.91%
+- Alpha: 0.4461
+- Loss: 0.4957
 
 ### Latest 5 Epochs
 
-- **Epoch 146**: Train 73.36%, Test 0.00%, α=0.4453, Loss=0.5553
-- **Epoch 147**: Train 68.45%, Test 0.00%, α=0.4453, Loss=0.5440
-- **Epoch 148**: Train 69.11%, Test 0.00%, α=0.4448, Loss=0.5374
-- **Epoch 149**: Train 69.57%, Test 0.00%, α=0.4446, Loss=0.5393
-- **Epoch 150**: Train 69.55%, Test 67.08%, α=0.4449, Loss=0.5372
+- **Epoch 196**: Train 67.80%, Test 0.00%, α=0.4462, Loss=0.4937
+- **Epoch 197**: Train 64.55%, Test 0.00%, α=0.4462, Loss=0.4892
+- **Epoch 198**: Train 69.19%, Test 0.00%, α=0.4462, Loss=0.4939
+- **Epoch 199**: Train 63.82%, Test 0.00%, α=0.4462, Loss=0.4870
+- **Epoch 200**: Train 62.61%, Test 65.83%, α=0.4462, Loss=0.4909
 
 ### Training Milestones
 - 🎯 **50% Accuracy** reached at epoch 35