Revert "use am in training benchmarks (#8965)" (#8981)

This reverts commit 107e616857.

.github/workflows/benchmark.yml

@@ -453,8 +453,8 @@ jobs:
     steps:
     - name: Checkout Code
       uses: actions/checkout@v4
-    - name: Remove amdgpu
-      run: sudo rmmod amdgpu || true
+    - name: Insert amdgpu
+      run: sudo modprobe amdgpu
     - name: Symlink models and datasets
       run: |
         mkdir -p weights
@@ -472,6 +472,10 @@ jobs:
         rm -f /tmp/staging.db /tmp/staging.db-shm /tmp/staging.db-wal
     - name: reset process replay
       run: test/external/process_replay/reset.py
+    - name: setup perflevel
+      run: |
+        examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/bert/implementations/tinybox_red/setup.sh
+        rocm-smi
     - name: Train MNIST
       run: time PYTHONPATH=. AMD=1 TARGET_EVAL_ACC_PCT=96.0 python3 examples/beautiful_mnist.py | tee beautiful_mnist.txt
     - name: Run 10 CIFAR training steps