Upload config.json with huggingface_hub

config.json

@@ -0,0 +1,64 @@
+{
+  "seed": 42,
+  "data": {
+    "raw_dir": "data/raw",
+    "processed_dir": "data/processed",
+    "shard_size": 2000,
+    "preprocess_workers": 8,
+    "train_ratio": 0.8,
+    "val_ratio": 0.1,
+    "test_ratio": 0.1
+  },
+  "features": {
+    "use_degree": true,
+    "use_log_degree": true,
+    "use_normalised_degree": true,
+    "use_degree_bucket": true,
+    "degree_bucket_bins": 16,
+    "use_clustering": true,
+    "use_kcore": true,
+    "use_pagerank": true,
+    "use_laplacian_pe": true,
+    "laplacian_pe_dim": 8,
+    "use_rwse": true,
+    "rwse_steps": 8,
+    "pagerank_alpha": 0.85,
+    "pagerank_max_iter": 100
+  },
+  "model": {
+    "architecture": "gin",
+    "hidden_dim": 128,
+    "num_layers": 4,
+    "dropout": 0.2,
+    "num_heads": 4,
+    "use_virtual_node": true,
+    "pooling": "attention",
+    "gin_eps": 0.0,
+    "pna_aggregators": [
+      "mean",
+      "max",
+      "min",
+      "std"
+    ],
+    "pna_scalers": [
+      "identity",
+      "amplification",
+      "attenuation"
+    ]
+  },
+  "training": {
+    "batch_size": 4096,
+    "num_epochs": 40,
+    "learning_rate": 0.003,
+    "weight_decay": 0.0001,
+    "grad_clip": 1.0,
+    "early_stopping_patience": 8,
+    "scheduler": "cosine",
+    "use_amp": false,
+    "num_workers": 0
+  },
+  "output": {
+    "runs_dir": "runs",
+    "checkpoints_dir": "checkpoints"
+  }
+}