diff --git a/cycle.sh b/cycle.sh
new file mode 100644
index 0000000..b4e5c22
--- /dev/null
+++ b/cycle.sh
@@ -0,0 +1,15 @@
+# 训练部分
+python3 -m minamo.train --epochs 30 --resume true
+python3 -m minamo.train --epochs 10 --resume true --train "datasets/minamo-dataset-1.json" --validate "datasets/minamo-eval-1.json"
+python3 -m minamo.train --epochs 10 --resume true
+python3 -m ginka.train --epochs 10 --resume true
+python3 -m ginka.validate
+# 训练完毕，处理数据
+mv "minamo-dataset.json" "datasets/minamo-dataset-$1.json"
+mv "minamo-eval.json" "datasets/minamo-eval-$1.json"
+cd data
+pnpm minamo "../minamo-dataset.json" "../result/ginka_val.json" "../../Apeiria/project" assigned
+pnpm minamo "../minamo-dataset.json" "../result/ginka_val.json" "../../Apeiria-eval/project" assigned:100:10
+pnpm merge "../datasets/minamo-dataset-merged.json" "../datasets/minamo-dataset-merged.json" "../datasets/minamo-dataset-$1.json"
+pnpm merge "../datasets/minamo-eval-merged.json" "../datasets/minamo-eval-merged.json" "../datasets/minamo-eval-$1.json"
+cd ..
diff --git a/ginka/validate.py b/ginka/validate.py
index e100603..0eca862 100644
--- a/ginka/validate.py
+++ b/ginka/validate.py
@@ -66,7 +66,7 @@ def matrix_to_image_cv(map_matrix, tile_set, tile_size=32):
 def validate():
     print(f"Using {'cuda' if torch.cuda.is_available() else 'cpu'} to validate model.")
     model = GinkaModel()
-    state = torch.load("result/ginka.pth", map_location=device)["model_state"]
+    state = torch.load("result/ginka_checkpoint/10.pth", map_location=device)["model_state"]
     model.load_state_dict(state)
     model.to(device)