diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 39f65c94c..8e0ae2324 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -4,7 +4,6 @@ name: Short-Tests
 
 # Controls when the workflow will run
 on:
-  # Triggers the workflow on push or pull request events but only for the mydev branch
   push:
     branches-ignore:
       - "gh-readonly-queue**"
@@ -86,25 +85,21 @@ jobs:
       - name: Run Simulation
         run: /bin/bash $GITHUB_WORKSPACE/short-tests.sh
   format-code:
-    runs-on: ubuntu-latest
+    if: github.event_name == 'pull_request'
+    runs-on: tgrogers-raid
     needs: [build-TITANV, build-TITANV-LOCALXBAR, build-QV100, build-2060, build-3070]
-    permissions:
-      # Give the default GITHUB_TOKEN write permission to commit and push the
-      # added or changed files to the repository.
-      contents: write
     steps:
       - uses: actions/checkout@v4
-      # Other steps that change files in the repository go here
-      # …
+        with:
+          ref: ${{github.event.pull_request.head.ref}}
+          repository: ${{github.event.pull_request.head.repo.full_name}}
+          ssh-key: ''
+
       - name: Run clang-format
         run: |
-          sudo apt-get install -y clang-format
+          git config user.name "purdue-jenkins"
+          git config user.email "purdue-jenkins@users.noreply.github.com"
+          git remote set-url origin git@github.com:${{github.event.pull_request.head.repo.full_name}}
+          git remote -v
           /bin/bash ./format-code.sh
-      - uses: stefanzweifel/git-auto-commit-action@v5
-        with:
-          # Optional. Commit message for the created commit.
-          # Defaults to "Apply automatic changes"
-          commit_message: Automated clang-format
-          # Optional. Option used by `git-status` to determine if the repository is 
-          # dirty. See https://git-scm.com/docs/git-status#_options
-          status_options: '--untracked-files=no'
\ No newline at end of file
+          if git status --untracked-files=no | grep -q "nothing to commit"; then echo "No changes to commit."; else git commit -a -m "Automated Format"; git push; fi
diff --git a/src/cuda-sim/instructions.cc b/src/cuda-sim/instructions.cc
index 2314bef30..108de9759 100644
--- a/src/cuda-sim/instructions.cc
+++ b/src/cuda-sim/instructions.cc
@@ -5442,33 +5442,33 @@ void shfl_impl(const ptx_instruction *pI, core_t *core, warp_inst_t inst) {
 }
 
 void shf_impl(const ptx_instruction *pI, ptx_thread_info *thread) {
-  ptx_reg_t a,b,c,d;
+  ptx_reg_t a, b, c, d;
   const operand_info &dst = pI->dst();
   const operand_info &src1 = pI->src1();
   const operand_info &src2 = pI->src2();
   const operand_info &src3 = pI->src3();
 
-  // Only b32 is allowed  
+  // Only b32 is allowed
   unsigned i_type = pI->get_type();
   a = thread->get_operand_value(src1, dst, i_type, thread, 1);
   b = thread->get_operand_value(src2, dst, i_type, thread, 1);
   c = thread->get_operand_value(src3, dst, i_type, thread, 1);
 
-  if(i_type != B32_TYPE)
+  if (i_type != B32_TYPE)
     printf("Only the b32 data_type is allowed per the ISA\n");
 
   unsigned clamp_mode = pI->clamp_mode();
   unsigned n = c.u32 & 0x1f;
-  if(clamp_mode) {
-    if(c.u32 < 32)
+  if (clamp_mode) {
+    if (c.u32 < 32)
       n = c;
     else
       n = 32;
   }
-  if(pI->left_mode())
-    d.u32 = (b.u32 << n) | (a.u32 >> (32-n));
+  if (pI->left_mode())
+    d.u32 = (b.u32 << n) | (a.u32 >> (32 - n));
   else
-    d.u32 = (b.u32 << (32-n)) | (a.u32 >> n);
+    d.u32 = (b.u32 << (32 - n)) | (a.u32 >> n);
 
   thread->set_operand_value(dst, d, i_type, thread, pI);
 }
diff --git a/src/cuda-sim/ptx_ir.h b/src/cuda-sim/ptx_ir.h
index 46f183ba6..d253866db 100644
--- a/src/cuda-sim/ptx_ir.h
+++ b/src/cuda-sim/ptx_ir.h
@@ -1085,7 +1085,7 @@ class ptx_instruction : public warp_inst_t {
   unsigned cache_option() const { return m_cache_option; }
   unsigned rounding_mode() const { return m_rounding_mode; }
   unsigned saturation_mode() const { return m_saturation_mode; }
-  unsigned clamp_mode() const {return m_clamp_mode;}
+  unsigned clamp_mode() const { return m_clamp_mode; }
   unsigned left_mode() const { return m_left_mode; }
   unsigned dimension() const { return m_geom_spec; }
   unsigned barrier_op() const { return m_barrier_op; }
diff --git a/src/gpgpu-sim/gpu-sim.h b/src/gpgpu-sim/gpu-sim.h
index a24ffd30e..d43b3995a 100644
--- a/src/gpgpu-sim/gpu-sim.h
+++ b/src/gpgpu-sim/gpu-sim.h
@@ -132,9 +132,9 @@ struct power_config {
 
     // NOTE: After changing the nonlinear model to only scaling idle core,
     // NOTE: The min_inc_per_active_sm is not used any more
-    if (g_use_nonlinear_model)
-      sscanf(gpu_nonlinear_model_config, "%lf:%lf", &gpu_idle_core_power,
-             &gpu_min_inc_per_active_sm);
+    // if (g_use_nonlinear_model)
+    //   sscanf(gpu_nonlinear_model_config, "%lf:%lf", &gpu_idle_core_power,
+    //          &gpu_min_inc_per_active_sm);
   }
   void reg_options(class OptionParser *opp);
 
diff --git a/src/gpgpu-sim/shader.h b/src/gpgpu-sim/shader.h
index b1f904fd8..92691d386 100644
--- a/src/gpgpu-sim/shader.h
+++ b/src/gpgpu-sim/shader.h
@@ -134,7 +134,7 @@ class shd_warp_t {
     m_waiting_ldgsts = false;
 
     // Ni: Clear m_ldgdepbar_buf
-    for (int i = 0; i < m_ldgdepbar_buf.size(); i++) {
+    for (unsigned i = 0; i < m_ldgdepbar_buf.size(); i++) {
       m_ldgdepbar_buf[i].clear();
     }
     m_ldgdepbar_buf.clear();
@@ -165,7 +165,7 @@ class shd_warp_t {
     m_waiting_ldgsts = false;
 
     // Ni: Clear m_ldgdepbar_buf
-    for (int i = 0; i < m_ldgdepbar_buf.size(); i++) {
+    for (unsigned i = 0; i < m_ldgdepbar_buf.size(); i++) {
       m_ldgdepbar_buf[i].clear();
     }
     m_ldgdepbar_buf.clear();