From 3eff4cb5a56ff9c9405247cd820a3c4994c39b17 Mon Sep 17 00:00:00 2001
From: Malmahrouqi3 <mohdsaid497566@gmail.com>
Date: Mon, 10 Nov 2025 13:16:18 -0500
Subject: [PATCH 1/4] bench_diff improve

---
 toolchain/mfc/args.py  | 10 ++++++---
 toolchain/mfc/bench.py | 51 ++++++++++++++++++++++++++++++++++++++++--
 2 files changed, 56 insertions(+), 5 deletions(-)

diff --git a/toolchain/mfc/args.py b/toolchain/mfc/args.py
index 169ee076a4..4658b7cb23 100644
--- a/toolchain/mfc/args.py
+++ b/toolchain/mfc/args.py
@@ -138,6 +138,8 @@ def add_common_arguments(p: argparse.ArgumentParser, mask = None):
     add_common_arguments(bench_diff, "t")
     bench_diff.add_argument("lhs", metavar="LHS", type=str, help="Path to a benchmark result YAML file.")
     bench_diff.add_argument("rhs", metavar="RHS", type=str, help="Path to a benchmark result YAML file.")
+    bench_diff.add_argument("-f", "--file", metavar="FILE", type=str, required=False, default=None, help="Path to the data file (e.g., data.js).")
+    bench_diff.add_argument("-n", "--name", metavar="NAME", nargs="+", type=str, required=False, default=[], help="Test name (e.g. GT Phoenix (CPU)).")
 
     # COUNT
     add_common_arguments(count, "g")
@@ -170,9 +172,6 @@ def add_common_arguments(p: argparse.ArgumentParser, mask = None):
         parser.print_help()
         exit(-1)
 
-    # "Slugify" the name of the job
-    args["name"] = re.sub(r'[\W_]+', '-', args["name"])
-
     # We need to check for some invalid combinations of arguments because of
     # the limitations of argparse.
     if args["command"] == "build":
@@ -181,6 +180,11 @@ def add_common_arguments(p: argparse.ArgumentParser, mask = None):
     if args["command"] == "run":
         if args["binary"] is not None and args["engine"] != "interactive":
             raise MFCException("./mfc.sh run's --binary can only be used with --engine=interactive.")
+        if isinstance(args["name"], str):
+          # "Slugify" the name of the job
+          args["name"] = re.sub(r'[\W_]+', '-', args["name"]).strip('-')
+    elif args["command"] == "bench_diff" and len(args["name"]) > 0:
+        args["name"] = " ".join(args["name"])
 
     # Input files to absolute paths
     for e in ["input", "input1", "input2"]:
diff --git a/toolchain/mfc/bench.py b/toolchain/mfc/bench.py
index eb1b120035..970664b77f 100644
--- a/toolchain/mfc/bench.py
+++ b/toolchain/mfc/bench.py
@@ -1,4 +1,4 @@
-import os, sys, uuid, subprocess, dataclasses, typing, math
+import os, sys, uuid, subprocess, dataclasses, typing, math, json
 
 import rich.table
 
@@ -106,16 +106,51 @@ def diff():
     Using intersection: {slugs} with {len(slugs)} elements.
         """)
 
+    cb_stats = {}
+    if ARG("file") is not None and ARG("name") is not None:
+        try:
+            with open(ARG("file"), 'r') as f:
+                data_json = json.load(f)
+            
+            cb_test = ARG("name")
+            if "entries" in data_json and cb_test in data_json["entries"]:
+                benchmark_runs = data_json["entries"][cb_test]
+                case_times = {}
+                for run in benchmark_runs:
+                    if "benches" not in run:
+                        continue
+                    for bench in run["benches"]:
+                        case_name = bench.get("name")
+                        grind_value = bench.get("value")
+                        if case_name is None or grind_value is None:
+                            continue
+                        if case_name not in case_times:
+                            case_times[case_name] = []
+                        case_times[case_name].append(grind_value)
+                for case_name, values in case_times.items():
+                    if len(values) > 0:
+                        avg = sum(values) / len(values)
+                        cb_stats[case_name] = {"avg": avg, "count": len(values)}
+                                
+                cons.print(f"[bold]Loaded cb data for test: [bold]{cb_test}[/bold] ({len(cb_stats)} cases)[/bold]")
+            else:
+                cons.print(f"[bold yellow]Warning[/bold yellow]: Test '[bold]{cb_test}[/bold]' not found in data file.")
+        except Exception as e:
+            cons.print(f"[bold yellow]Warning[/bold yellow]: Could not load data file: {e}")
+
     table = rich.table.Table(show_header=True, box=rich.table.box.SIMPLE)
     table.add_column("[bold]Case[/bold]",    justify="left")
     table.add_column("[bold]Pre Process[/bold]", justify="right")
     table.add_column("[bold]Simulation[/bold]", justify="right")
     table.add_column("[bold]Post Process[/bold]", justify="right")
+    if cb_stats:
+        table.add_column("[bold] CB (Grind)[/bold]", justify="right")
 
     err = 0
     for slug in slugs:
         lhs_summary, rhs_summary = lhs["cases"][slug]["output_summary"], rhs["cases"][slug]["output_summary"]
         speedups = ['N/A', 'N/A', 'N/A']
+        grind_comparison = 'N/A'
 
         for i, target in enumerate(sorted(DEFAULT_TARGETS, key=lambda t: t.runOrder)):
             if (target.name not in lhs_summary) or (target.name not in rhs_summary):
@@ -140,11 +175,23 @@ def diff():
                     if grind_time_value <0.95:
                         cons.print(f"[bold red]Error[/bold red]: Benchmarking failed since grind time speedup for {target.name} below acceptable threshold (<0.95) - Case: {slug}")
                         err = 1
+                    if slug in cb_stats:
+                        rhs_grind = rhs_summary[target.name]["grind"]
+                        stats = cb_stats[slug]
+                        avg = stats["avg"]
+                        offset_pct = ((rhs_grind - avg) / avg * 100)
+                        color = "red" if (offset_pct) > 0 else "yellow" if abs(offset_pct) == 0 else "green"
+                        grind_comparison = f"[{color}]{offset_pct:+.2f}%[/{color}] (avg: {avg:.2f})"
+
             except Exception as _:
                 pass
 
-        table.add_row(f"[magenta]{slug}[/magenta]", *speedups)
+        row = [f"[magenta]{slug}[/magenta]", *speedups]
+        if cb_stats:
+            row.append(grind_comparison)
+        table.add_row(*row)
 
     cons.raw.print(table)
     if err:
         raise MFCException("Benchmarking failed")
+        
\ No newline at end of file

From a2eaec7c4d2dc700a40dc96b1d5d8045ebb4ebed Mon Sep 17 00:00:00 2001
From: Malmahrouqi3 <mohdsaid497566@gmail.com>
Date: Mon, 10 Nov 2025 13:29:36 -0500
Subject: [PATCH 2/4] implement CB on bench.yml

---
 .github/workflows/bench.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml
index 7198b20e52..41bb4f7396 100644
--- a/.github/workflows/bench.yml
+++ b/.github/workflows/bench.yml
@@ -97,8 +97,10 @@ jobs:
 
       - name: Generate & Post Comment
         run: |
+          git clone "${{ secrets.DOC_PUSH_URL }}" ../www
+          cp ../www/documentation/data.js ./pr/data.js
           (cd pr && . ./mfc.sh load -c ${{ matrix.flag }} -m g)
-          (cd pr && ./mfc.sh bench_diff ../master/bench-${{ matrix.device }}-${{ matrix.interface }}.yaml ../pr/bench-${{ matrix.device }}-${{ matrix.interface }}.yaml)
+          (cd pr && ./mfc.sh bench_diff ../master/bench-${{ matrix.device }}-${{ matrix.interface }}.yaml ../pr/bench-${{ matrix.device }}-${{ matrix.interface }}.yaml -f data.js -n "${{ matrix.name }} (${{ matrix.device }}/${{ matrix.interface }})")
 
       - name: Print Logs
         if:   always()

From 8499ec53b8ec4c322a2d48eb88d0f468293c0735 Mon Sep 17 00:00:00 2001
From: Malmahrouqi3 <mohdsaid497566@gmail.com>
Date: Mon, 10 Nov 2025 14:10:01 -0500
Subject: [PATCH 3/4] lint fixes

---
 bench.yaml             | 285 +++++++++++++++
 data.js                | 790 +++++++++++++++++++++++++++++++++++++++++
 toolchain/mfc/args.py  |   4 +-
 toolchain/mfc/bench.py |  60 ++--
 4 files changed, 1102 insertions(+), 37 deletions(-)
 create mode 100755 bench.yaml
 create mode 100755 data.js

diff --git a/bench.yaml b/bench.yaml
new file mode 100755
index 0000000000..a6d83042c1
--- /dev/null
+++ b/bench.yaml
@@ -0,0 +1,285 @@
+cases:
+  5eq_rk3_weno3_hllc:
+    description:
+      args:
+      - -c
+      - phoenix
+      - --gpu
+      - -g
+      - '0'
+      - '1'
+      - -n
+      - '2'
+      path: /opt/MFC/benchmarks/5eq_rk3_weno3_hllc/case.py
+      slug: 5eq_rk3_weno3_hllc
+    output_summary:
+      invocation:
+      - run
+      - /opt/MFC/benchmarks/5eq_rk3_weno3_hllc/case.py
+      - --case-optimization
+      - --targets
+      - pre_process
+      - simulation
+      - post_process
+      - --output-summary
+      - /opt/MFC/build/benchmarks/9de1/5eq_rk3_weno3_hllc.yaml
+      - -c
+      - phoenix
+      - --gpu
+      - -g
+      - '0'
+      - '1'
+      - -n
+      - '2'
+      - --
+      - --gbpp
+      - '12'
+      lock:
+        debug: false
+        fastmath: false
+        gcov: false
+        gpu: true
+        mpi: true
+        single: false
+        unified: false
+      post_process:
+        exec: 4.8194991
+      pre_process:
+        exec: 10.0581012
+      simulation:
+        exec: 47.2468157
+        grind: 0.67073686
+      syscheck:
+        exec: 1.3798784
+  hypo_hll:
+    description:
+      args:
+      - -c
+      - phoenix
+      - --gpu
+      - -g
+      - '0'
+      - '1'
+      - -n
+      - '2'
+      path: /opt/MFC/benchmarks/hypo_hll/case.py
+      slug: hypo_hll
+    output_summary:
+      invocation:
+      - run
+      - /opt/MFC/benchmarks/hypo_hll/case.py
+      - --case-optimization
+      - --targets
+      - pre_process
+      - simulation
+      - post_process
+      - --output-summary
+      - /opt/MFC/build/benchmarks/9de1/hypo_hll.yaml
+      - -c
+      - phoenix
+      - --gpu
+      - -g
+      - '0'
+      - '1'
+      - -n
+      - '2'
+      - --
+      - --gbpp
+      - '12'
+      lock:
+        debug: false
+        fastmath: false
+        gcov: false
+        gpu: true
+        mpi: true
+        single: false
+        unified: false
+      post_process:
+        exec: 9.2257145
+      pre_process:
+        exec: 92.3468801
+      simulation:
+        exec: 245.5551634
+        grind: 323170
+      syscheck:
+        exec: 1.2918744
+  ibm:
+    description:
+      args:
+      - -c
+      - phoenix
+      - --gpu
+      - -g
+      - '0'
+      - '1'
+      - -n
+      - '2'
+      path: /opt/MFC/benchmarks/ibm/case.py
+      slug: ibm
+    output_summary:
+      invocation:
+      - run
+      - /opt/MFC/benchmarks/ibm/case.py
+      - --case-optimization
+      - --targets
+      - pre_process
+      - simulation
+      - post_process
+      - --output-summary
+      - /opt/MFC/build/benchmarks/9de1/ibm.yaml
+      - -c
+      - phoenix
+      - --gpu
+      - -g
+      - '0'
+      - '1'
+      - -n
+      - '2'
+      - --
+      - --gbpp
+      - '12'
+      lock:
+        debug: false
+        fastmath: false
+        gcov: false
+        gpu: true
+        mpi: true
+        single: false
+        unified: false
+      post_process:
+        exec: 4.9753983
+      pre_process:
+        exec: 11.9773121
+      simulation:
+        exec: 148.6407971
+        grind: 32317
+      syscheck:
+        exec: 1.230999
+  igr:
+    description:
+      args:
+      - -c
+      - phoenix
+      - --gpu
+      - -g
+      - '0'
+      - '1'
+      - -n
+      - '2'
+      path: /opt/MFC/benchmarks/igr/case.py
+      slug: igr
+    output_summary:
+      invocation:
+      - run
+      - /opt/MFC/benchmarks/igr/case.py
+      - --case-optimization
+      - --targets
+      - pre_process
+      - simulation
+      - post_process
+      - --output-summary
+      - /opt/MFC/build/benchmarks/9de1/igr.yaml
+      - -c
+      - phoenix
+      - --gpu
+      - -g
+      - '0'
+      - '1'
+      - -n
+      - '2'
+      - --
+      - --gbpp
+      - '12'
+      lock:
+        debug: false
+        fastmath: false
+        gcov: false
+        gpu: true
+        mpi: true
+        single: false
+        unified: false
+      pre_process:
+        exec: 8.1699418
+      simulation:
+        exec: 36.3594534
+        grind: 0.72979167
+      syscheck:
+        exec: 1.3865383
+  viscous_weno5_sgb_acoustic:
+    description:
+      args:
+      - -c
+      - phoenix
+      - --gpu
+      - -g
+      - '0'
+      - '1'
+      - -n
+      - '2'
+      path: /opt/MFC/benchmarks/viscous_weno5_sgb_acoustic/case.py
+      slug: viscous_weno5_sgb_acoustic
+    output_summary:
+      invocation:
+      - run
+      - /opt/MFC/benchmarks/viscous_weno5_sgb_acoustic/case.py
+      - --case-optimization
+      - --targets
+      - pre_process
+      - simulation
+      - post_process
+      - --output-summary
+      - /opt/MFC/build/benchmarks/9de1/viscous_weno5_sgb_acoustic.yaml
+      - -c
+      - phoenix
+      - --gpu
+      - -g
+      - '0'
+      - '1'
+      - -n
+      - '2'
+      - --
+      - --gbpp
+      - '12'
+      lock:
+        debug: false
+        fastmath: false
+        gcov: false
+        gpu: true
+        mpi: true
+        single: false
+        unified: false
+      post_process:
+        exec: 4.8518692
+      pre_process:
+        exec: 8.7731736
+      simulation:
+        exec: 94.3440505
+        grind: 1.99630224
+      syscheck:
+        exec: 1.2763789
+metadata:
+  invocation:
+  - bench
+  - --mem
+  - '12'
+  - -j
+  - '24'
+  - -o
+  - v5.0.6-gpu.yaml
+  - --
+  - -c
+  - phoenix
+  - --gpu
+  - -g
+  - '0'
+  - '1'
+  - -n
+  - '2'
+  lock:
+    debug: false
+    fastmath: false
+    gcov: false
+    gpu: true
+    mpi: true
+    single: false
+    unified: false
diff --git a/data.js b/data.js
new file mode 100755
index 0000000000..59c00b241e
--- /dev/null
+++ b/data.js
@@ -0,0 +1,790 @@
+{
+  "lastUpdate": 1762153869098,
+  "repoUrl": "https://github.com/Malmahrouqi3/MFC-mo2",
+  "entries": {
+    "GT Phoenix (CPU)": [
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "e2a8ccc6a426a0575a9fdb8752f1f85913f700f4",
+          "message": "Update report.yml to include GPU benchmarking\n\nAdded separate benchmark storage for GPU results.",
+          "timestamp": "2025-10-28T21:44:51Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/e2a8ccc6a426a0575a9fdb8752f1f85913f700f4"
+        },
+        "date": 1761688402289,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "093adb218db7ff5e50e10bf5616d6a9c434935c9",
+          "message": "Add clean step for benchmark data repository\n\nAdd step to clean benchmark data repository directory before storing results.",
+          "timestamp": "2025-10-28T21:54:39Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/093adb218db7ff5e50e10bf5616d6a9c434935c9"
+        },
+        "date": 1761688557903,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "c074f4144e40da4bda67bea415e45e574015c096",
+          "message": "Restore data.js in docs.yml workflow\n\nRestore documentation/data.js in the GitHub Actions workflow.",
+          "timestamp": "2025-11-03T06:33:40Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/c074f4144e40da4bda67bea415e45e574015c096"
+        },
+        "date": 1762152228006,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "c074f4144e40da4bda67bea415e45e574015c096",
+          "message": "Restore data.js in docs.yml workflow\n\nRestore documentation/data.js in the GitHub Actions workflow.",
+          "timestamp": "2025-11-03T06:33:40Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/c074f4144e40da4bda67bea415e45e574015c096"
+        },
+        "date": 1762152238684,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "c074f4144e40da4bda67bea415e45e574015c096",
+          "message": "Restore data.js in docs.yml workflow\n\nRestore documentation/data.js in the GitHub Actions workflow.",
+          "timestamp": "2025-11-03T06:33:40Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/c074f4144e40da4bda67bea415e45e574015c096"
+        },
+        "date": 1762152289204,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "c074f4144e40da4bda67bea415e45e574015c096",
+          "message": "Restore data.js in docs.yml workflow\n\nRestore documentation/data.js in the GitHub Actions workflow.",
+          "timestamp": "2025-11-03T06:33:40Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/c074f4144e40da4bda67bea415e45e574015c096"
+        },
+        "date": 1762152302280,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "f7feb4edce2d124e726e718f185b77e4c2172c83",
+          "message": "Add step to polish data.js in report workflow\n\nAdded a step to polish data.js in the workflow.",
+          "timestamp": "2025-11-03T06:56:10Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/f7feb4edce2d124e726e718f185b77e4c2172c83"
+        },
+        "date": 1762153152507,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "46ae0c686d9e9e22b9d8c13d6d0bc58afab28f91",
+          "message": "Update sed command to replace 'iterations' with 'time steps'",
+          "timestamp": "2025-11-03T07:09:45Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/46ae0c686d9e9e22b9d8c13d6d0bc58afab28f91"
+        },
+        "date": 1762153863640,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      }
+    ],
+    "GT Phoenix (GPU)": [
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "093adb218db7ff5e50e10bf5616d6a9c434935c9",
+          "message": "Add clean step for benchmark data repository\n\nAdd step to clean benchmark data repository directory before storing results.",
+          "timestamp": "2025-10-28T21:54:39Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/093adb218db7ff5e50e10bf5616d6a9c434935c9"
+        },
+        "date": 1761688561579,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "c074f4144e40da4bda67bea415e45e574015c096",
+          "message": "Restore data.js in docs.yml workflow\n\nRestore documentation/data.js in the GitHub Actions workflow.",
+          "timestamp": "2025-11-03T06:33:40Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/c074f4144e40da4bda67bea415e45e574015c096"
+        },
+        "date": 1762152231329,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "c074f4144e40da4bda67bea415e45e574015c096",
+          "message": "Restore data.js in docs.yml workflow\n\nRestore documentation/data.js in the GitHub Actions workflow.",
+          "timestamp": "2025-11-03T06:33:40Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/c074f4144e40da4bda67bea415e45e574015c096"
+        },
+        "date": 1762152242305,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "c074f4144e40da4bda67bea415e45e574015c096",
+          "message": "Restore data.js in docs.yml workflow\n\nRestore documentation/data.js in the GitHub Actions workflow.",
+          "timestamp": "2025-11-03T06:33:40Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/c074f4144e40da4bda67bea415e45e574015c096"
+        },
+        "date": 1762152292023,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "c074f4144e40da4bda67bea415e45e574015c096",
+          "message": "Restore data.js in docs.yml workflow\n\nRestore documentation/data.js in the GitHub Actions workflow.",
+          "timestamp": "2025-11-03T06:33:40Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/c074f4144e40da4bda67bea415e45e574015c096"
+        },
+        "date": 1762152305287,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "f7feb4edce2d124e726e718f185b77e4c2172c83",
+          "message": "Add step to polish data.js in report workflow\n\nAdded a step to polish data.js in the workflow.",
+          "timestamp": "2025-11-03T06:56:10Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/f7feb4edce2d124e726e718f185b77e4c2172c83"
+        },
+        "date": 1762153155190,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      },
+      {
+        "commit": {
+          "author": {
+            "name": "Mohammed S. Al-Mahrouqi",
+            "username": "Malmahrouqi3",
+            "email": "145478595+Malmahrouqi3@users.noreply.github.com"
+          },
+          "committer": {
+            "name": "GitHub",
+            "username": "web-flow",
+            "email": "noreply@github.com"
+          },
+          "id": "46ae0c686d9e9e22b9d8c13d6d0bc58afab28f91",
+          "message": "Update sed command to replace 'iterations' with 'time steps'",
+          "timestamp": "2025-11-03T07:09:45Z",
+          "url": "https://github.com/Malmahrouqi3/MFC-mo2/commit/46ae0c686d9e9e22b9d8c13d6d0bc58afab28f91"
+        },
+        "date": 1762153867124,
+        "tool": "googlecpp",
+        "benches": [
+          {
+            "name": "5eq_rk3_weno3_hllc",
+            "value": 29275,
+            "unit": "s",
+            "extra": "time steps: 94877\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "hypo_hll",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "ibm",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "igr",
+            "value": 32317,
+            "unit": "s",
+            "extra": "time steps: 21609\nruntime: 29275 s\nthreads: 1"
+          },
+          {
+            "name": "viscous_weno5_sgb_acoustic",
+            "value": 32724,
+            "unit": "s",
+            "extra": "time steps: 21393\nruntime: 29275 s\nthreads: 1"
+          }
+        ]
+      }
+    ]
+  }
+}
\ No newline at end of file
diff --git a/toolchain/mfc/args.py b/toolchain/mfc/args.py
index 4658b7cb23..05ed663a84 100644
--- a/toolchain/mfc/args.py
+++ b/toolchain/mfc/args.py
@@ -181,8 +181,8 @@ def add_common_arguments(p: argparse.ArgumentParser, mask = None):
         if args["binary"] is not None and args["engine"] != "interactive":
             raise MFCException("./mfc.sh run's --binary can only be used with --engine=interactive.")
         if isinstance(args["name"], str):
-          # "Slugify" the name of the job
-          args["name"] = re.sub(r'[\W_]+', '-', args["name"]).strip('-')
+            # "Slugify" the name of the job
+            args["name"] = re.sub(r'[\W_]+', '-', args["name"]).strip('-')
     elif args["command"] == "bench_diff" and len(args["name"]) > 0:
         args["name"] = " ".join(args["name"])
 
diff --git a/toolchain/mfc/bench.py b/toolchain/mfc/bench.py
index 970664b77f..fd8a17996a 100644
--- a/toolchain/mfc/bench.py
+++ b/toolchain/mfc/bench.py
@@ -107,36 +107,28 @@ def diff():
         """)
 
     cb_stats = {}
-    if ARG("file") is not None and ARG("name") is not None:
-        try:
-            with open(ARG("file"), 'r') as f:
-                data_json = json.load(f)
-            
-            cb_test = ARG("name")
-            if "entries" in data_json and cb_test in data_json["entries"]:
-                benchmark_runs = data_json["entries"][cb_test]
-                case_times = {}
-                for run in benchmark_runs:
-                    if "benches" not in run:
-                        continue
-                    for bench in run["benches"]:
-                        case_name = bench.get("name")
-                        grind_value = bench.get("value")
-                        if case_name is None or grind_value is None:
-                            continue
-                        if case_name not in case_times:
-                            case_times[case_name] = []
-                        case_times[case_name].append(grind_value)
-                for case_name, values in case_times.items():
-                    if len(values) > 0:
-                        avg = sum(values) / len(values)
-                        cb_stats[case_name] = {"avg": avg, "count": len(values)}
-                                
-                cons.print(f"[bold]Loaded cb data for test: [bold]{cb_test}[/bold] ({len(cb_stats)} cases)[/bold]")
-            else:
-                cons.print(f"[bold yellow]Warning[/bold yellow]: Test '[bold]{cb_test}[/bold]' not found in data file.")
-        except Exception as e:
-            cons.print(f"[bold yellow]Warning[/bold yellow]: Could not load data file: {e}")
+    try:
+        with open(ARG("file"), 'r') as f:
+            data_json = json.load(f)
+        cb_test = ARG("name")
+        if "entries" in data_json and cb_test in data_json["entries"]:
+            benchmark_runs = data_json["entries"][cb_test]
+            case_times = {}
+            for run in benchmark_runs:
+                for benches in run["benches"]:
+                    case_name = benches.get("name")
+                    grind_value = benches.get("value")
+                    if (case_name is None or case_name not in case_times) or grind_value is None:
+                        case_times[case_name] = []
+                    case_times[case_name].append(grind_value)
+            for case_name, values in case_times.items():
+                avg = sum(values) / len(values)
+                cb_stats[case_name] = {"avg": avg, "count": len(values)}
+            cons.print(f"[bold]Loaded cb data for test: [bold]{cb_test}[/bold] ({len(cb_stats)} cases)[/bold]")
+        else:
+            cons.print(f"[bold yellow]Warning[/bold yellow]: Test '[bold]{cb_test}[/bold]' not found in data file.")
+    except Exception as e:
+        cons.print(f"[bold yellow]Warning[/bold yellow]: Could not load data file: {e}")
 
     table = rich.table.Table(show_header=True, box=rich.table.box.SIMPLE)
     table.add_column("[bold]Case[/bold]",    justify="left")
@@ -177,10 +169,9 @@ def diff():
                         err = 1
                     if slug in cb_stats:
                         rhs_grind = rhs_summary[target.name]["grind"]
-                        stats = cb_stats[slug]
-                        avg = stats["avg"]
-                        offset_pct = ((rhs_grind - avg) / avg * 100)
-                        color = "red" if (offset_pct) > 0 else "yellow" if abs(offset_pct) == 0 else "green"
+                        avg = cb_stats[slug]["avg"]
+                        offset_pct = (rhs_grind - avg) / avg * 100
+                        color = "red" if (offset_pct) > 0 else "yellow" if (offset_pct) == 0 else "green"
                         grind_comparison = f"[{color}]{offset_pct:+.2f}%[/{color}] (avg: {avg:.2f})"
 
             except Exception as _:
@@ -194,4 +185,3 @@ def diff():
     cons.raw.print(table)
     if err:
         raise MFCException("Benchmarking failed")
-        
\ No newline at end of file

From 83fd1b24cd22645a97edc07da79bbc68c22be722 Mon Sep 17 00:00:00 2001
From: Malmahrouqi3 <mohdsaid497566@gmail.com>
Date: Mon, 10 Nov 2025 14:40:10 -0500
Subject: [PATCH 4/4] All Necessary Changes Implemented

---
 .github/workflows/cont-bench.yml | 168 +++++++++++++++++++++++++++++++
 .github/workflows/docs.yml       |   1 +
 2 files changed, 169 insertions(+)
 create mode 100644 .github/workflows/cont-bench.yml

diff --git a/.github/workflows/cont-bench.yml b/.github/workflows/cont-bench.yml
new file mode 100644
index 0000000000..e42e5b3ced
--- /dev/null
+++ b/.github/workflows/cont-bench.yml
@@ -0,0 +1,168 @@
+name: 'Continuous Benchmarking'
+
+on:
+  pull_request_review:
+    types: [submitted]
+  workflow_dispatch:
+    inputs:
+      tag:
+        description: 'tag to CB'
+        required: true
+
+permissions:
+  contents: write
+  deployments: write
+  pages: write
+  id-token: write
+
+jobs:
+  file-changes:
+    name: Detect File Changes
+    runs-on: 'ubuntu-latest'
+    outputs: 
+      checkall: ${{ steps.changes.outputs.checkall }}
+    steps:
+      - name: Clone
+        uses: actions/checkout@v4
+
+      - name: Detect Changes
+        uses: dorny/paths-filter@v3
+        id: changes
+        with: 
+          filters: ".github/file-filter.yml"
+
+  self:
+    name: "${{ matrix.name }} (${{ matrix.device }})"
+    needs: file-changes
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - cluster: phoenix
+            name: Georgia Tech | Phoenix (NVHPC)
+            group: phoenix
+            labels: gt
+            flag: p
+            device: cpu
+            interface: none
+            build_script: ""
+          - cluster: phoenix
+            name: Georgia Tech | Phoenix (NVHPC)
+            group: phoenix
+            labels: gt
+            flag: p
+            device: gpu
+            interface: acc
+            build_script: ""
+          - cluster: phoenix
+            name: Georgia Tech | Phoenix (NVHPC)
+            group: phoenix
+            labels: gt
+            flag: p
+            device: gpu
+            interface: omp
+            build_script: ""
+          - cluster: frontier
+            name: Oak Ridge | Frontier (CCE)
+            group: phoenix
+            labels: frontier
+            flag: f
+            device: gpu
+            interface: acc
+            build_script: "bash .github/workflows/frontier/build.sh gpu acc bench"
+    runs-on:
+      group: ${{ matrix.group }}
+      labels: ${{ matrix.labels }}
+    timeout-minutes: 1400
+    env:
+      ACTIONS_RUNNER_FORCE_ACTIONS_NODE_VERSION: node16
+      ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION: true
+    steps:
+      - name: Clone - PR
+        uses: actions/checkout@v4
+        with:
+          path: pr
+
+      - name: Clone - Master
+        uses: actions/checkout@v4
+        with:
+          repository: MFlowCode/MFC
+          ref: master
+          path: master
+
+      - name: Setup & Build
+        if: matrix.build_script != ''
+        run: | 
+          (cd pr     && ${{ matrix.build_script }}) &
+          (cd master && ${{ matrix.build_script }}) &
+          wait %1 && wait %2
+
+      - name: Bench (Master v. PR)
+        run: |
+          (cd pr     && bash .github/workflows/${{ matrix.cluster }}/submit-bench.sh .github/workflows/${{ matrix.cluster }}/bench.sh ${{ matrix.device }} ${{ matrix.interface }}) &
+          (cd master && bash .github/workflows/${{ matrix.cluster }}/submit-bench.sh .github/workflows/${{ matrix.cluster }}/bench.sh ${{ matrix.device }} ${{ matrix.interface }}) &
+          wait %1 && wait %2
+
+      - name: Generate & Post Comment
+        run: |
+          git clone "${{ secrets.DOC_PUSH_URL }}" ../www
+          cp ../www/documentation/data.js ./pr/data.js
+          (cd pr && . ./mfc.sh load -c ${{ matrix.flag }} -m g)
+          (cd pr && ./mfc.sh bench_diff ../master/bench-${{ matrix.device }}-${{ matrix.interface }}.yaml ../pr/bench-${{ matrix.device }}-${{ matrix.interface }}.yaml -f data.js -n "${{ matrix.name }} (${{ matrix.device }}/${{ matrix.interface }})")
+
+      - name: Prep Benchmark Results
+        run: |
+          # should fill in the template in pr/cont-bench-template.json
+
+      - name: Post Benchmark Results
+        uses: benchmark-action/github-action-benchmark@v1
+        with:
+          name: "${{ matrix.name }} (${{ matrix.device }}/${{ matrix.interface }})"
+          tool: 'googlecpp'
+          output-file-path: pr/report.json
+          github-token: ${{ secrets.TOKEN }}
+          auto-push: true
+          alert-threshold: '200%'
+          comment-on-alert: true
+          fail-on-alert: true
+          gh-repository: 'github.com/MFlowCode/MFlowCode.github.io'
+          gh-pages-branch: 'main'
+          benchmark-data-dir-path: 'documentation'
+
+      - name: Polishing Results
+        run:  |
+          TAG="${{ github.event.inputs.tag || github.ref_name }}"
+          echo "tag=$TAG" >> $GITHUB_OUTPUT
+          echo "TAG=$TAG" >> $GITHUB_ENV
+
+          set +e
+          git ls-remote "${{ secrets.DOC_PUSH_URL }}" -q
+          if [ "$?" -ne "0" ]; then exit 0; fi
+          set -e
+          git config --global user.name  'MFC Action'
+          git config --global user.email '<>'
+          git clone "${{ secrets.DOC_PUSH_URL }}" ../www
+          sed -i 's/"unit": "s\/iter"/"unit": "s"/g; s/cpu: /runtime: /g; s/iterations: /time steps: /g' ../www/documentation/data.js
+          sed -i "s/${GITHUB_SHA::7}/$TAG/g" ../www/documentation/data.js
+
+          git -C ../www add -A
+          git -C ../www commit -m "Docs @ ${GITHUB_SHA::7}" || true
+          git -C ../www push
+
+      - name: Print Logs
+        if:   always()
+        run: |
+          cat pr/bench-${{ matrix.device }}-${{ matrix.interface }}.* 2>/dev/null || true
+          cat master/bench-${{ matrix.device }}-${{ matrix.interface }}.* 2>/dev/null || true
+
+      # All other runners (non-Phoenix) just run without special env
+      - name: Archive Logs (Frontier)
+        if: always() && matrix.cluster != 'phoenix'
+        uses: actions/upload-artifact@v4
+        with:
+          name: ${{ matrix.cluster }}-${{ matrix.device }}-${{ matrix.interface }}
+          path: |
+            pr/bench-${{ matrix.device }}-${{ matrix.interface }}.*
+            pr/build/benchmarks/*
+            master/bench-${{ matrix.device }}-${{ matrix.interface }}.*
+            master/build/benchmarks/*
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index d161d80342..856ee2c19f 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -69,6 +69,7 @@ jobs:
         rm -rf ../www/*
         mv build/install/docs/mfc/* ../www/
         git -C ../www add -A
+        git -C ../www restore documentation/data.js
         git -C ../www commit -m "Docs @ ${GITHUB_SHA::7}" || true
         git -C ../www push