diff --git a/.gitignore b/.gitignore
index 6b3e645..93a3b88 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,9 +6,6 @@
 # Auto-generated mesh file
 cube_mesh.yaml
 
-# Milestone bench output (regenerable: kernbench run --bench milestone-1h-*)
-src/kernbench/benches/1H_milestone_output/
-
 # Python
 __pycache__/
 *.py[cod]
diff --git a/docs/adr-ko/ADR-0054-eval-milestone-benches.md b/docs/adr-ko/ADR-0054-eval-milestone-benches.md
index 0fb1f26..3454ca0 100644
--- a/docs/adr-ko/ADR-0054-eval-milestone-benches.md
+++ b/docs/adr-ko/ADR-0054-eval-milestone-benches.md
@@ -59,8 +59,8 @@ ADR-0045 D5는 bench를 단일 구성(single-SIP, 또는 ADR-0024 multi-SIP CCL
 쓴다(사용자 요청 — bench 옆 아티팩트). 디렉터리는 생성된 PNG/CSV/JSON만
 보유하며(`.py`/`__init__.py` 없음), 따라서 eager-import audit(ADR-0045
 첫 동작)이 무시한다 — `pkgutil.iter_modules`는 비-패키지 하위 디렉터리를
-yield하지 않는다. committed `docs/diagrams/` 아티팩트와 달리
-**git-ignore**된다(요청 시 재생성 가능).
+yield하지 않는다. `docs/diagrams/` 아티팩트처럼 **커밋된다**(원격에서
+figure를 볼 수 있도록); bench 재실행 시 제자리에서 재생성된다.
 
 ### D4. GEMM 무거운 sweep — 기본은 fresh, `MILESTONE_FAST`로 재사용
 
@@ -115,7 +115,8 @@ bench 실행이 곧 재생성이다. slow 경로는 `@pytest.mark.slow` bench
   드로잉을 섞는다). 대부분 평가 하니스인 "bench"는 이례적이며, 본 ADR이
   이를 정당화한다.
 - 생성 아티팩트가 명시적 요청에 의해 source tree(`src/kernbench/benches/`)
-  안에 산다; 커밋을 피하려 git-ignore.
+  안에 살며 커밋된다(원격에서 figure를 볼 수 있도록); bench 재실행 시
+  재생성된다.
 - `milestone-1h-ccl`(및 기본 `milestone-1h-gemm`)은 분 단위 소요 —
   on-demand 마일스톤 아티팩트에는 수용 가능, 일상 실행에는 아님.
 
diff --git a/docs/adr/ADR-0054-eval-milestone-benches.md b/docs/adr/ADR-0054-eval-milestone-benches.md
index f816a61..139f93c 100644
--- a/docs/adr/ADR-0054-eval-milestone-benches.md
+++ b/docs/adr/ADR-0054-eval-milestone-benches.md
@@ -61,8 +61,9 @@ Both benches write to `src/kernbench/benches/1H_milestone_output/{gemm,ccl}/`
 (per user request — artifacts beside the bench). The directory holds only
 generated PNG/CSV/JSON (never a `.py`/`__init__.py`), so the eager-import
 audit (ADR-0045 first action) ignores it — `pkgutil.iter_modules` does not
-yield non-package subdirectories. It is **git-ignored** (regenerable on
-demand), unlike the committed `docs/diagrams/` artifacts.
+yield non-package subdirectories. It is **committed** (like the
+`docs/diagrams/` artifacts) so the figures are viewable on the remote;
+rerunning the bench regenerates it in place.
 
 ### D4. GEMM heavy sweep — fresh by default, `MILESTONE_FAST` to reuse
 
@@ -118,7 +119,8 @@ ADR-0045 D1).
   sweeps, and matplotlib drawing). A "bench" that is mostly an eval harness
   is unusual; this ADR legitimizes it.
 - Generated artifacts live inside the source tree (`src/kernbench/benches/`)
-  by explicit request; git-ignored to avoid committing them.
+  by explicit request and are committed (so the figures are viewable on the
+  remote); rerunning the bench regenerates them.
 - `milestone-1h-ccl` (and the default `milestone-1h-gemm`) take minutes —
   acceptable for an on-demand milestone artifact, not for routine runs.
 
diff --git a/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2DMesh_6SiP_2x3.png b/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2DMesh_6SiP_2x3.png
new file mode 100644
index 0000000..45d0b2c
Binary files /dev/null and b/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2DMesh_6SiP_2x3.png differ
diff --git a/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2Dtorus_6SiP_2x3.png b/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2Dtorus_6SiP_2x3.png
new file mode 100644
index 0000000..eac4f1f
Binary files /dev/null and b/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2Dtorus_6SiP_2x3.png differ
diff --git a/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2Dtorus_6SiP_2x3_with_TCM_SRAM_HBM.csv b/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2Dtorus_6SiP_2x3_with_TCM_SRAM_HBM.csv
new file mode 100644
index 0000000..013b00d
--- /dev/null
+++ b/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2Dtorus_6SiP_2x3_with_TCM_SRAM_HBM.csv
@@ -0,0 +1,13 @@
+buffer_kind,sip_topology,n_sips,n_elem,bytes_per_pe,latency_ns
+hbm,torus_2d,6,128,256,2120.040000000012
+hbm,torus_2d,6,1024,2048,2717.2783333333473
+hbm,torus_2d,6,8192,16384,7315.184999999989
+hbm,torus_2d,6,32768,65536,23081.26500000037
+sram,torus_2d,6,128,256,2060.040000000012
+sram,torus_2d,6,1024,2048,2909.2783333333473
+sram,torus_2d,6,8192,16384,9523.184999999869
+sram,torus_2d,6,32768,65536,32201.265000000385
+tcm,torus_2d,6,128,256,1964.040000000012
+tcm,torus_2d,6,1024,2048,2477.2783333333473
+tcm,torus_2d,6,8192,16384,6403.185000000109
+tcm,torus_2d,6,32768,65536,19865.265000000378
diff --git a/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2Dtorus_6SiP_2x3_with_TCM_SRAM_HBM.png b/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2Dtorus_6SiP_2x3_with_TCM_SRAM_HBM.png
new file mode 100644
index 0000000..19d4cc2
Binary files /dev/null and b/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_2Dtorus_6SiP_2x3_with_TCM_SRAM_HBM.png differ
diff --git a/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_Ring1D_6SiP_1x6.png b/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_Ring1D_6SiP_1x6.png
new file mode 100644
index 0000000..1bb1acc
Binary files /dev/null and b/src/kernbench/benches/1H_milestone_output/ccl/AllReduce_LRAB_Ring1D_6SiP_1x6.png differ
diff --git a/src/kernbench/benches/1H_milestone_output/ccl/comparison_mesh_vs_ring_vs_2DTorus_vs_theoretical_vs_fsim.png b/src/kernbench/benches/1H_milestone_output/ccl/comparison_mesh_vs_ring_vs_2DTorus_vs_theoretical_vs_fsim.png
new file mode 100644
index 0000000..229dbd3
Binary files /dev/null and b/src/kernbench/benches/1H_milestone_output/ccl/comparison_mesh_vs_ring_vs_2DTorus_vs_theoretical_vs_fsim.png differ
diff --git a/src/kernbench/benches/1H_milestone_output/ccl/summary.csv b/src/kernbench/benches/1H_milestone_output/ccl/summary.csv
new file mode 100644
index 0000000..5ecd70a
--- /dev/null
+++ b/src/kernbench/benches/1H_milestone_output/ccl/summary.csv
@@ -0,0 +1,37 @@
+algorithm,sip_topology,n_sips,n_elem,bytes_per_pe,bytes_per_sip,latency_ns
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,8,16,256,2666.552500000015
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,32,64,1024,2747.7400000000152
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,64,128,2048,2855.990000000018
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,128,256,4096,3072.490000000019
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,512,1024,16384,3337.1133333333582
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,1024,2048,32768,3708.0333333333692
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,2048,4096,65536,4449.873333333393
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,4096,8192,131072,5933.020000000124
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,8192,16384,262144,8900.379999999863
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,16384,32768,524288,14835.099999999224
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,32768,65536,1048576,26704.540000000765
+lrab_hierarchical_allreduce,mesh_2d_no_wrap,6,49152,98304,1572864,38573.97999999701
+lrab_hierarchical_allreduce,ring_1d,6,8,16,256,2365.255833333347
+lrab_hierarchical_allreduce,ring_1d,6,32,64,1024,2436.9433333333473
+lrab_hierarchical_allreduce,ring_1d,6,64,128,2048,2532.526666666683
+lrab_hierarchical_allreduce,ring_1d,6,128,256,4096,2723.693333333349
+lrab_hierarchical_allreduce,ring_1d,6,512,1024,16384,3048.635000000021
+lrab_hierarchical_allreduce,ring_1d,6,1024,2048,32768,3393.4016666666957
+lrab_hierarchical_allreduce,ring_1d,6,2048,4096,65536,4082.401666666714
+lrab_hierarchical_allreduce,ring_1d,6,4096,8192,131072,5458.80166666677
+lrab_hierarchical_allreduce,ring_1d,6,8192,16384,262144,8216.934999999943
+lrab_hierarchical_allreduce,ring_1d,6,16384,32768,524288,13733.201666665835
+lrab_hierarchical_allreduce,ring_1d,6,32768,65536,1048576,24765.73500000064
+lrab_hierarchical_allreduce,ring_1d,6,49152,98304,1572864,35798.268333331536
+lrab_hierarchical_allreduce,torus_2d,6,8,16,256,1700.6025000000095
+lrab_hierarchical_allreduce,torus_2d,6,32,64,1024,1753.2900000000102
+lrab_hierarchical_allreduce,torus_2d,6,64,128,2048,1823.540000000012
+lrab_hierarchical_allreduce,torus_2d,6,128,256,4096,1964.040000000012
+lrab_hierarchical_allreduce,torus_2d,6,512,1024,16384,2196.8183333333463
+lrab_hierarchical_allreduce,torus_2d,6,1024,2048,32768,2477.2783333333473
+lrab_hierarchical_allreduce,torus_2d,6,2048,4096,65536,3038.1983333333583
+lrab_hierarchical_allreduce,torus_2d,6,4096,8192,131072,4159.5050000000665
+lrab_hierarchical_allreduce,torus_2d,6,8192,16384,262144,6403.185000000109
+lrab_hierarchical_allreduce,torus_2d,6,16384,32768,524288,10890.5449999995
+lrab_hierarchical_allreduce,torus_2d,6,32768,65536,1048576,19865.265000000378
+lrab_hierarchical_allreduce,torus_2d,6,49152,98304,1572864,28839.98500000059
diff --git a/src/kernbench/benches/1H_milestone_output/ccl/topology.png b/src/kernbench/benches/1H_milestone_output/ccl/topology.png
new file mode 100644
index 0000000..40e8719
Binary files /dev/null and b/src/kernbench/benches/1H_milestone_output/ccl/topology.png differ
diff --git a/src/kernbench/benches/1H_milestone_output/gemm/gemm_mac_utilization_measured.png b/src/kernbench/benches/1H_milestone_output/gemm/gemm_mac_utilization_measured.png
new file mode 100644
index 0000000..a896aaa
Binary files /dev/null and b/src/kernbench/benches/1H_milestone_output/gemm/gemm_mac_utilization_measured.png differ
diff --git a/src/kernbench/benches/1H_milestone_output/gemm/gemm_mac_utilization_theoretical_vs_measured.png b/src/kernbench/benches/1H_milestone_output/gemm/gemm_mac_utilization_theoretical_vs_measured.png
new file mode 100644
index 0000000..c7075c7
Binary files /dev/null and b/src/kernbench/benches/1H_milestone_output/gemm/gemm_mac_utilization_theoretical_vs_measured.png differ
diff --git a/src/kernbench/benches/1H_milestone_output/gemm/gemm_stage_breakdown.png b/src/kernbench/benches/1H_milestone_output/gemm/gemm_stage_breakdown.png
new file mode 100644
index 0000000..bd82b68
Binary files /dev/null and b/src/kernbench/benches/1H_milestone_output/gemm/gemm_stage_breakdown.png differ
diff --git a/src/kernbench/benches/1H_milestone_output/gemm/gemm_sweep.json b/src/kernbench/benches/1H_milestone_output/gemm/gemm_sweep.json
new file mode 100644
index 0000000..910306a
--- /dev/null
+++ b/src/kernbench/benches/1H_milestone_output/gemm/gemm_sweep.json
@@ -0,0 +1,1636 @@
+{
+  "tile_sizes": {
+    "M": 32,
+    "K": 64,
+    "N": 32
+  },
+  "engines": [
+    "pe_dma",
+    "pe_fetch_store",
+    "pe_gemm",
+    "pe_math"
+  ],
+  "stages": [
+    "DMA_READ",
+    "DMA_WRITE",
+    "FETCH",
+    "STORE",
+    "GEMM",
+    "MATH"
+  ],
+  "variants": [
+    "ref_ref",
+    "load_ref",
+    "load_load"
+  ],
+  "rows": [
+    {
+      "M": 32,
+      "K": 32,
+      "N": 32,
+      "variant": "ref_ref",
+      "flops": 65536,
+      "bytes_hbm": 6144,
+      "arith_intensity": 10.666666666666666,
+      "tile_count_expected": 1,
+      "sim_wall_clock_s": 1.64,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 32,
+      "N": 32,
+      "variant": "load_ref",
+      "flops": 65536,
+      "bytes_hbm": 6144,
+      "arith_intensity": 10.666666666666666,
+      "tile_count_expected": 1,
+      "sim_wall_clock_s": 0.696,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 32,
+      "N": 32,
+      "variant": "load_load",
+      "flops": 65536,
+      "bytes_hbm": 6144,
+      "arith_intensity": 10.666666666666666,
+      "tile_count_expected": 1,
+      "sim_wall_clock_s": 0.605,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 64,
+      "N": 32,
+      "variant": "ref_ref",
+      "flops": 131072,
+      "bytes_hbm": 10240,
+      "arith_intensity": 12.8,
+      "tile_count_expected": 1,
+      "sim_wall_clock_s": 0.599,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 64,
+      "N": 32,
+      "variant": "load_ref",
+      "flops": 131072,
+      "bytes_hbm": 10240,
+      "arith_intensity": 12.8,
+      "tile_count_expected": 1,
+      "sim_wall_clock_s": 0.622,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 64,
+      "N": 32,
+      "variant": "load_load",
+      "flops": 131072,
+      "bytes_hbm": 10240,
+      "arith_intensity": 12.8,
+      "tile_count_expected": 1,
+      "sim_wall_clock_s": 0.63,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 128,
+      "N": 32,
+      "variant": "ref_ref",
+      "flops": 262144,
+      "bytes_hbm": 18432,
+      "arith_intensity": 14.222222222222221,
+      "tile_count_expected": 2,
+      "sim_wall_clock_s": 0.618,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 128,
+      "N": 32,
+      "variant": "load_ref",
+      "flops": 262144,
+      "bytes_hbm": 18432,
+      "arith_intensity": 14.222222222222221,
+      "tile_count_expected": 2,
+      "sim_wall_clock_s": 0.642,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 128,
+      "N": 32,
+      "variant": "load_load",
+      "flops": 262144,
+      "bytes_hbm": 18432,
+      "arith_intensity": 14.222222222222221,
+      "tile_count_expected": 2,
+      "sim_wall_clock_s": 0.769,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 128,
+      "N": 128,
+      "variant": "ref_ref",
+      "flops": 1048576,
+      "bytes_hbm": 49152,
+      "arith_intensity": 21.333333333333332,
+      "tile_count_expected": 8,
+      "sim_wall_clock_s": 0.649,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 128,
+      "N": 128,
+      "variant": "load_ref",
+      "flops": 1048576,
+      "bytes_hbm": 49152,
+      "arith_intensity": 21.333333333333332,
+      "tile_count_expected": 8,
+      "sim_wall_clock_s": 0.639,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 128,
+      "N": 128,
+      "variant": "load_load",
+      "flops": 1048576,
+      "bytes_hbm": 49152,
+      "arith_intensity": 21.333333333333332,
+      "tile_count_expected": 8,
+      "sim_wall_clock_s": 0.684,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 3072,
+      "N": 32,
+      "variant": "ref_ref",
+      "flops": 6291456,
+      "bytes_hbm": 395264,
+      "arith_intensity": 15.917098445595855,
+      "tile_count_expected": 48,
+      "sim_wall_clock_s": 0.623,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 3072,
+      "N": 32,
+      "variant": "load_ref",
+      "flops": 6291456,
+      "bytes_hbm": 395264,
+      "arith_intensity": 15.917098445595855,
+      "tile_count_expected": 48,
+      "sim_wall_clock_s": 0.763,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 32,
+      "K": 3072,
+      "N": 32,
+      "variant": "load_load",
+      "flops": 6291456,
+      "bytes_hbm": 395264,
+      "arith_intensity": 15.917098445595855,
+      "tile_count_expected": 48,
+      "sim_wall_clock_s": 0.647,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 8,
+      "K": 128,
+      "N": 128,
+      "variant": "ref_ref",
+      "flops": 262144,
+      "bytes_hbm": 36864,
+      "arith_intensity": 7.111111111111111,
+      "tile_count_expected": 8,
+      "sim_wall_clock_s": 0.637,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 8,
+      "K": 128,
+      "N": 128,
+      "variant": "load_ref",
+      "flops": 262144,
+      "bytes_hbm": 36864,
+      "arith_intensity": 7.111111111111111,
+      "tile_count_expected": 8,
+      "sim_wall_clock_s": 0.678,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 8,
+      "K": 128,
+      "N": 128,
+      "variant": "load_load",
+      "flops": 262144,
+      "bytes_hbm": 36864,
+      "arith_intensity": 7.111111111111111,
+      "tile_count_expected": 8,
+      "sim_wall_clock_s": 0.66,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 128,
+      "K": 8,
+      "N": 128,
+      "variant": "ref_ref",
+      "flops": 262144,
+      "bytes_hbm": 36864,
+      "arith_intensity": 7.111111111111111,
+      "tile_count_expected": 16,
+      "sim_wall_clock_s": 0.658,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 128,
+      "K": 8,
+      "N": 128,
+      "variant": "load_ref",
+      "flops": 262144,
+      "bytes_hbm": 36864,
+      "arith_intensity": 7.111111111111111,
+      "tile_count_expected": 16,
+      "sim_wall_clock_s": 0.646,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 128,
+      "K": 8,
+      "N": 128,
+      "variant": "load_load",
+      "flops": 262144,
+      "bytes_hbm": 36864,
+      "arith_intensity": 7.111111111111111,
+      "tile_count_expected": 16,
+      "sim_wall_clock_s": 0.673,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 512,
+      "K": 512,
+      "N": 512,
+      "variant": "ref_ref",
+      "flops": 268435456,
+      "bytes_hbm": 1572864,
+      "arith_intensity": 170.66666666666666,
+      "tile_count_expected": 2048,
+      "sim_wall_clock_s": 0.727,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 512,
+      "K": 512,
+      "N": 512,
+      "variant": "load_ref",
+      "flops": 268435456,
+      "bytes_hbm": 1572864,
+      "arith_intensity": 170.66666666666666,
+      "tile_count_expected": 2048,
+      "sim_wall_clock_s": 0.707,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    },
+    {
+      "M": 512,
+      "K": 512,
+      "N": 512,
+      "variant": "load_load",
+      "flops": 268435456,
+      "bytes_hbm": 1572864,
+      "arith_intensity": 170.66666666666666,
+      "tile_count_expected": 2048,
+      "sim_wall_clock_s": 0.828,
+      "engines": {
+        "pe_dma": {
+          "occupancy_ns": 16594.192,
+          "wall_ns": 15271.192000000001,
+          "record_count": 576
+        },
+        "pe_fetch_store": {
+          "occupancy_ns": 8704.0,
+          "wall_ns": 7624.0,
+          "record_count": 320
+        },
+        "pe_gemm": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "pe_math": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "stages": {
+        "DMA_READ": {
+          "occupancy_ns": 15250.192000000001,
+          "wall_ns": 15250.192000000001,
+          "record_count": 512
+        },
+        "DMA_WRITE": {
+          "occupancy_ns": 1344.0,
+          "wall_ns": 1344.0,
+          "record_count": 64
+        },
+        "FETCH": {
+          "occupancy_ns": 8192.0,
+          "wall_ns": 7616.0,
+          "record_count": 256
+        },
+        "STORE": {
+          "occupancy_ns": 512.0,
+          "wall_ns": 512.0,
+          "record_count": 64
+        },
+        "GEMM": {
+          "occupancy_ns": 4194.304000000004,
+          "wall_ns": 4194.304000000004,
+          "record_count": 256
+        },
+        "MATH": {
+          "occupancy_ns": 0,
+          "wall_ns": 0.0,
+          "record_count": 0
+        }
+      },
+      "pe_window_ns": 15327.576000000001,
+      "composite_window_ns": 15327.576000000001
+    }
+  ]
+}
\ No newline at end of file