Epoch 200: 60.81%

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** | 71.83% |
-| **Current Test Accuracy** | 59.96% |
-| **Current α (Cantor param)** | 0.4324 |
+| **Current Train Accuracy** | 68.80% |
+| **Current Test Accuracy** | 60.81% |
+| **Current α (Cantor param)** | 0.4320 |
 | **Total Parameters** | 45,356,337 |
-| **Training Time** | 0:35:50 |
+| **Training Time** | 0:48:08 |
 
 ### All Training Runs
 
 | Timestamp | Status | Best Epoch | Test Acc | Train Acc | α |
 |-----------|--------|------------|----------|-----------|---|
-| `20251010_154433` | 🔄 | 190 | **69.08%** | 71.83% | 0.4324 |
+| `20251010_154433` | ✅ | 190 | **69.08%** | 68.80% | 0.4320 |
 
 ### 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: 71.83%
-- Test Acc: 69.08%
-- Alpha: 0.4324
-- Loss: 0.0000
+- Train Acc: 64.35%
+- Test Acc: 60.00%
+- Alpha: 0.4318
+- Loss: 0.9990
 
 ### Latest 5 Epochs
 
-- **Epoch 146**: Train 71.36%, Test 0.00%, α=0.4308, Loss=1.0774
-- **Epoch 147**: Train 71.65%, Test 0.00%, α=0.4306, Loss=1.0852
-- **Epoch 148**: Train 70.18%, Test 0.00%, α=0.4314, Loss=1.0718
-- **Epoch 149**: Train 73.46%, Test 0.00%, α=0.4308, Loss=1.1045
-- **Epoch 150**: Train 71.83%, Test 59.96%, α=0.4324, Loss=1.0946
+- **Epoch 196**: Train 64.06%, Test 0.00%, α=0.4320, Loss=0.9867
+- **Epoch 197**: Train 67.90%, Test 0.00%, α=0.4320, Loss=1.0384
+- **Epoch 198**: Train 64.27%, Test 0.00%, α=0.4320, Loss=0.9999
+- **Epoch 199**: Train 65.64%, Test 0.00%, α=0.4320, Loss=1.0067
+- **Epoch 200**: Train 68.80%, Test 60.81%, α=0.4320, Loss=1.0461
 
 ### Training Milestones
 - 🎯 **50% Accuracy** reached at epoch 35