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@@ -1,5 +1,13 @@
 # burn-examples
 some neural networks implemented by burn framework:
 
-1. fashion mnist: `cargo run --package fashion_mnist`
-2. yolo v1: `cargo run --package yolo_v1`
+## 1. fashion mnist
+   
+   **runing cmd**: `cargo run --package fashion_mnist`  
+   **current status**: every thing is ok.
+   
+## 2. yolo v1
+   
+   **runing cmd**: `cargo run --package yolo_v1`
+   
+   **current status**: The code runs smoothly, but the training process cannot be completed as the loss stops decreasing at around 21, leading to its termination by the burn framework. I'm still investigating the reasons behind this.