diff --git a/benchmarks/hardware/hygon/scripts/README.md b/benchmarks/hardware/hygon/scripts/README.md
new file mode 100644
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+++ b/benchmarks/hardware/hygon/scripts/README.md
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+# 海光平台通信与带宽测试脚本
+
+本目录包含基于 HYQual 和 rocm-bandwidth-test 的自动测试脚本，用于在海光平台评估：
+
+1. CPU 与 AI 芯片间通信带宽（H2D 和 D2H）
+2. AI 芯片间通信带宽
+3. CUDA 代码兼容性测试
+4. 内存带宽测试
+
+## 目录结构
+
+- `run_all_tests.sh`：一键执行所有测试
+- `run_hyqual_test.expect`：自动执行 HYQual PCIe 带宽测试（菜单项 4）
+- `run_hyqual_mem_test.expect`：自动执行 HYQual 内存带宽测试（菜单项 6）
+
+## 使用说明
+
+1. 拷贝 HYQual 工具包(https://download.sourcefind.cn:65024/directlink/5/%E5%9F%BA%E7%A1%80%E5%8E%8B%E5%8A%9B%E5%B7%A5%E5%85%B7/hyqual_v3.0.3.tar.gz)至某路径，如 `/home/xxx/hyqual_v3.0.3`
+2. 修改 `run_all_tests.sh` 中对应路径变量
+3. 运行测试脚本：
+   ```bash
+   sudo bash run_all_tests.sh
+
diff --git a/benchmarks/hardware/hygon/scripts/run_all_tests.sh b/benchmarks/hardware/hygon/scripts/run_all_tests.sh
new file mode 100755
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+++ b/benchmarks/hardware/hygon/scripts/run_all_tests.sh
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+#!/bin/bash
+
+set -e
+set -o pipefail
+
+# 设置路径变量
+WORKDIR="$(pwd)"
+LOGDIR="${WORKDIR}/logs"
+HYQUAL_DIR="${WORKDIR}/hyqual_v3.0.3"
+DTK_BIN_DIR="/opt/dtk/bin"
+CUDA_TEST_DIR="/home/qiyuan"
+MEM_BANDWIDTH_DIR="/home/hyqual_v2.2.7"
+
+# 创建日志目录
+mkdir -p "${LOGDIR}"
+
+##############################
+# 1. CPU 与 AI 芯片通信带宽测试
+##############################
+echo "[1/4] 进行 CPU 与 AI 芯片通信带宽测试..."
+cd "${HYQUAL_DIR}"
+chmod +x run
+expect "${WORKDIR}/run_hyqual_test.expect" "${HYQUAL_DIR}" | tee "${LOGDIR}/cpu_to_dcu_bandwidth.log"
+echo "[INFO] 已记录至 ${LOGDIR}/cpu_to_dcu_bandwidth.log"
+
+##############################
+# 2. AI 芯片间通信带宽测试
+##############################
+echo "[2/4] 进行 AI 芯片间通信带宽测试..."
+
+if docker ps -a | grep -q bandwidth_test; then
+  echo "[INFO] 使用 bandwidth_test 容器执行 rocm-bandwidth-test..."
+  docker exec bandwidth_test bash -c "cd ${DTK_BIN_DIR} && ./rocm-bandwidth-test" | tee "${LOGDIR}/dcu_to_dcu_bandwidth.log"
+else
+  echo "[WARNING] bandwidth_test 容器未运行，请手动启动后再执行 rocm-bandwidth-test。"
+  echo "[INFO] 启动命令：docker start bandwidth_test"
+fi
+
+##############################
+# 3. CUDA 代码兼容性测试
+##############################
+echo "[3/4] 进行 CUDA 代码兼容性测试..."
+
+docker exec bandwidth_test bash -c "cd /opt/dtk && source env.sh && source cuda/env.sh && cd ${CUDA_TEST_DIR} && ./test1" | tee "${LOGDIR}/cuda_test1.log"
+docker exec bandwidth_test bash -c "cd /opt/dtk && source env.sh && source cuda/env.sh && cd ${CUDA_TEST_DIR} && ./test2" | tee "${LOGDIR}/cuda_test2.log"
+
+##############################
+# 4. 内存带宽测试
+##############################
+echo "[4/4] 进行内存带宽测试..."
+
+docker exec bandwidth_test bash -c "cd /opt/dtk && source env.sh && source cuda/env.sh && cd ${MEM_BANDWIDTH_DIR} && expect /tmp/run_hyqual_mem_test.expect ${MEM_BANDWIDTH_DIR}" | tee "${LOGDIR}/memory_bandwidth.log"
+
+##############################
+# 总结输出
+##############################
+echo -e "\n 所有测试完成。日志保存在：${LOGDIR}"
+
+echo -e "\n [1] H2D/D2H 带宽日志：${LOGDIR}/cpu_to_dcu_bandwidth.log"
+echo -e " [2] DCU 间带宽日志：${LOGDIR}/dcu_to_dcu_bandwidth.log"
+echo -e " [3] CUDA 测试日志：${LOGDIR}/cuda_test1.log 和 cuda_test2.log"
+echo -e " [4] 内存带宽日志：${LOGDIR}/memory_bandwidth.log"
+
+cd "${WORKDIR}"
+
diff --git a/benchmarks/hardware/hygon/scripts/run_hyqual_mem_test.expect b/benchmarks/hardware/hygon/scripts/run_hyqual_mem_test.expect
new file mode 100755
index 0000000..a8d09c1
--- /dev/null
+++ b/benchmarks/hardware/hygon/scripts/run_hyqual_mem_test.expect
@@ -0,0 +1,31 @@
+#!/usr/bin/expect -f
+
+set timeout 600
+set hyqual_path [lindex $argv 0]
+
+spawn bash $hyqual_path/run
+expect {
+    "Key-in selection followed by <enter>:" {
+        send "6\r"
+    }
+    timeout {
+        puts "内存测试菜单未加载成功"
+        exit 1
+    }
+}
+
+expect {
+    -re "Bandwidth.*" {
+        sleep 2
+        send "q\r"
+    }
+    "Key-in selection followed by <enter>:" {
+        send "q\r"
+    }
+    timeout {
+        puts "内存带宽测试超时，强制退出"
+        send "\003"
+    }
+    eof {}
+}
+
diff --git a/benchmarks/hardware/hygon/scripts/run_hyqual_test.expect b/benchmarks/hardware/hygon/scripts/run_hyqual_test.expect
new file mode 100755
index 0000000..6d76d3c
--- /dev/null
+++ b/benchmarks/hardware/hygon/scripts/run_hyqual_test.expect
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+#!/usr/bin/expect -f
+
+set timeout 600 ;# 最多等10分钟
+set hyqual_path [lindex $argv 0]
+
+spawn $hyqual_path/run
+expect {
+    "Key-in selection followed by <enter>:" {
+        send "4\r"
+    }
+    timeout {
+        puts "启动失败，未出现菜单提示"
+        exit 1
+    }
+}
+
+# 等待测试完成后退出
+expect {
+    -re "Bandwidth.*" {
+        # HYQual输出测试结果后，发送 q 或 Ctrl+C 退出
+        sleep 2
+        send "q\r"
+    }
+    "Key-in selection followed by <enter>:" {
+        send "q\r"
+    }
+    timeout {
+        puts "测试超时，请检查 hyqual 是否卡住"
+        send "\003"  ;# Ctrl+C 强退
+    }
+    eof {
+        # 正常退出
+    }
+}
+