Upload 2 files

codebooks.npz

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bf4567c5723e788712e35e866efb3be2bfb4699816168110c4c4ba132dd44a11
-size 20793
+oid sha256:b0de81f7f70f54068a2cc7d0ed6cad7b402033c081591c32f1c4428b41d04fa0
+size 20770

config.json

@@ -1,40 +1,88 @@
-{
-  "model_type": "hv-intent-router",
-  "architecture": "evolved-hypervector",
-  "dimension": 4096,
-  "vocabulary_size": 25,
-  "num_intents": 5,
-  "intent_labels": [
-    "greeting",
-    "math",
-    "reminder",
-    "time",
-    "weather"
-  ],
-  "vocabulary": " abcdefghiklmnopqrstuvwxy",
-  "encoding": "sum-bundle",
-  "bundling": "majority-vote",
-  "similarity": "hamming",
-  "num_parameters": 122880,
-  "num_parameters_human": "122.9K",
-  "model_size_bytes": 512,
-  "codebook_size_bytes": 15360,
-  "total_size_bytes": 20793,
-  "training": {
-    "method": "genetic-algorithm",
-    "population_size": 12,
-    "generations": 50,
-    "elite_count": 3,
-    "mutation_rate": 0.005,
-    "crossover_rate": 0.5,
-    "selection": "tournament-2",
-    "seed_data": 42,
-    "seed_ga": 1
-  },
-  "metrics": {
-    "test_accuracy": 0.7333333333333333,
-    "random_baseline": 0.6,
-    "training_time_seconds": 6.3586580998962745
-  },
-  "weights_file": "codebooks.npz"
+{
+  "model_type": "hv-intent-router",
+  "architecture": "evolved-hypervector",
+  "dimension": 4096,
+  "vocabulary_size": 25,
+  "num_intents": 5,
+  "intent_labels": [
+    "greeting",
+    "math",
+    "reminder",
+    "time",
+    "weather"
+  ],
+  "vocabulary": " abcdefghiklmnopqrstuvwxy",
+  "encoding": "sum-bundle",
+  "bundling": "majority-vote",
+  "similarity": "hamming",
+  "num_parameters": 122880,
+  "num_parameters_human": "122.9K",
+  "model_size_bytes": 512,
+  "codebook_size_bytes": 15360,
+  "total_size_bytes": 20770,
+  "training": {
+    "method": "multi-seed-genetic-algorithm",
+    "population_size": 12,
+    "generations": 50,
+    "elite_count": 3,
+    "mutation_rate": 0.005,
+    "crossover_rate": 0.5,
+    "selection": "tournament-2",
+    "n_seeds": 8,
+    "seed_base": 1,
+    "seed_step": 7919,
+    "seed_data": 42
+  },
+  "metrics": {
+    "test_accuracy": 0.8666666666666667,
+    "test_accuracy_mean": 0.8,
+    "test_accuracy_std": 0.0666666666666667,
+    "test_accuracy_min": 0.6666666666666666,
+    "test_accuracy_max": 0.8666666666666667,
+    "random_baseline": 0.4866666666666667,
+    "total_training_time_seconds": 51.68686140002683
+  },
+  "seed_results": [
+    {
+      "seed": 1,
+      "accuracy": 0.7333333333333333,
+      "time": 6.407632700051181
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+    {
+      "seed": 7920,
+      "accuracy": 0.8,
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+      "accuracy": 0.8666666666666667,
+      "time": 6.469860999961384
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+    {
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+      "accuracy": 0.8666666666666667,
+      "time": 6.468276700004935
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+    {
+      "seed": 31677,
+      "accuracy": 0.6666666666666666,
+      "time": 6.531904199975543
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+    {
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+      "accuracy": 0.8,
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+    {
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+      "accuracy": 0.8,
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+    {
+      "seed": 55434,
+      "accuracy": 0.8666666666666667,
+      "time": 6.427275199908763
+    }
+  ],
+  "weights_file": "codebooks.npz"
 }