add config

config.json

@@ -0,0 +1,95 @@
+{
+  "dataloader": {
+    "kwargs": {
+      "batch_size": 1024
+    },
+    "type": "pytorch_dataloader"
+  },
+  "dataset": {
+    "kwargs": {
+      "feature_columns": [],
+      "label_columns": [
+        "label1"
+      ],
+      "mask": {
+        "kwargs": {},
+        "type": "pad_mask"
+      }
+    },
+    "type": "TransformerDatasetWithDict"
+  },
+  "loss": {
+    "kwargs": {},
+    "type": "CorrLoss"
+  },
+  "max_epochs": 30,
+  "min_epochs": 10,
+  "model": {
+    "kwargs": {
+      "embedding_config": {
+        "kwargs": {
+          "dropout": 0.2,
+          "fixed": false,
+          "inlinear": true
+        },
+        "type": "Exp2dEmbedding"
+      },
+      "embedding_size": 256,
+      "encoder_config": {
+        "kwargs": {
+          "activation": "gelu",
+          "d_ff": 256,
+          "d_k": 32,
+          "d_v": 32,
+          "layer_num": 4,
+          "n_heads": 32,
+          "res_dropout": 0.1
+        },
+        "type": "TSTPlusEncoder"
+      },
+      "feature_size": 256,
+      "head_config": {
+        "kwargs": {
+          "dropout": 0.5,
+          "hidden_size": 256,
+          "num_layers": 1
+        },
+        "type": "FCHead"
+      },
+      "input_size": 0,
+      "pooling_config": {
+        "kwargs": {},
+        "type": "LastPooling"
+      },
+      "y_len": 1
+    },
+    "type": "TransformerModel"
+  },
+  "model_name": "TransformerTest",
+  "monitor": "val_loss",
+  "optimizer": {
+    "kwargs": {
+      "lr": 5e-05,
+      "weight_decay": 1e-06
+    },
+    "type": "Adam"
+  },
+  "patience": 10,
+  "pp": "test_0",
+  "scheduler": {
+    "kwargs": {
+      "gamma": 0.5,
+      "milestones": [
+        10,
+        15
+      ]
+    },
+    "type": "MultiStepLR"
+  },
+  "seq_length": 10,
+  "test_dataset": "toy_dataset/test.csv",
+  "train_dataset": "toy_dataset/train.csv",
+  "transformers_version": "4.10.0.dev0",
+  "use_cache": true,
+  "valid_dataset": "toy_dataset/valid.csv"
+}