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Merged
hunhoffe merged 1 commit into from
Dec 16, 2025
Merged

mlir-aie-updates: Fix version and ensure workflows are triggered #56

hunhoffe merged 1 commit into from
Dec 16, 2025

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@hunhoffe
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@hunhoffe hunhoffe commented Dec 16, 2025

Describe the intent of your PR here.

Added

Changed

  • Ensure workflows are triggered on new PRs
  • Fix version in the second place in the requirements.txt file

Removed

PR Merge Checklist

  1. The PR is rebased on the latest devel commit and pointing to devel.
  2. Your PR has been reviewed and approved.
  3. All checks are passing.

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github-actions bot commented Dec 16, 2025

📊 Test Results for Small Benchmark/Test Suite

0f5894b (2025_12_16_21_27_48)

IRONCLAD

Tested on 2025_12_16_21_27_48 at commit 0f5894b.

Test Checks Latency (mean)Bandwidth (mean)GFLOP/s (mean)
axpy_1_cols_2_channels_2048_tile_2048_3.0_0 ✅ 5/5 128.04 0.10 n/a
axpy_2_cols_2_channels_2048_tile_1024_3.0_0 ✅ 5/5 151.92 0.08 n/a
axpy_4_cols_2_channels_2048_tile_512_3.0_0 ✅ 5/5 171.96 0.07 n/a
axpy_8_cols_2_channels_2048_tile_256_3.0_0 ✅ 5/5 167.98 0.07 n/a
dequant_1_cols_1_channels_2048_tile_2048_0 ✅ 5/5 133.18 0.04 n/a
dequant_1_cols_2_channels_2048_tile_1024_0 ✅ 5/5 129.86 0.04 n/a
dequant_2_cols_1_channels_2048_tile_1024_0 ✅ 5/5 123.12 0.04 n/a
dequant_2_cols_2_channels_2048_tile_512_0 ✅ 5/5 127.74 0.04 n/a
dequant_4_cols_1_channels_2048_tile_512_0 ✅ 5/5 139.92 0.04 n/a
dequant_4_cols_2_channels_2048_tile_256_0 ✅ 5/5 134.86 0.04 n/a
dequant_8_cols_1_channels_2048_tile_256_0 ✅ 5/5 142.40 0.04 n/a
dequant_8_cols_2_channels_2048_tile_128_0 ✅ 5/5 150.84 0.04 n/a
eltwise_add_1_cols_2_channels_2048_tile_2048 ✅ 5/5 132.66 0.09 n/a
eltwise_add_2_cols_2_channels_2048_tile_1024 ✅ 5/5 154.26 0.08 n/a
eltwise_add_4_cols_2_channels_2048_tile_512 ✅ 5/5 136.98 0.09 n/a
eltwise_add_8_cols_2_channels_2048_tile_256 ✅ 5/5 152.08 0.08 n/a
eltwise_mul_1_cols_2_channels_2048_tile_2048 ✅ 5/5 134.88 0.09 n/a
eltwise_mul_2_cols_2_channels_2048_tile_1024 ✅ 5/5 150.32 0.08 n/a
eltwise_mul_4_cols_2_channels_2048_tile_512 ✅ 5/5 134.44 0.09 n/a
eltwise_mul_8_cols_2_channels_2048_tile_256 ✅ 5/5 151.22 0.08 n/a
gelu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 159.20 0.06 n/a
gelu_1_cols_2_channels_2048_tile_1024 ✅ 5/5 154.70 0.05 n/a
gelu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 137.94 0.06 n/a
gelu_2_cols_2_channels_2048_tile_512 ✅ 5/5 149.32 0.06 n/a
gelu_4_cols_1_channels_2048_tile_512 ✅ 5/5 146.84 0.06 n/a
gelu_4_cols_2_channels_2048_tile_256 ✅ 5/5 161.12 0.05 n/a
gelu_8_cols_1_channels_2048_tile_256 ✅ 5/5 161.32 0.05 n/a
gelu_8_cols_2_channels_2048_tile_128 ✅ 5/5 192.98 0.04 n/a
gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_0_ccolmaj_0_0 ✅ 5/5 24467.96 1.03 n/a
gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_1_ccolmaj_0_0 ✅ 5/5 25929.08 0.97 n/a
gemm_2048x2048x2048_64x64x64_2_cols_1_bcolmaj_0_ccolmaj_0_0 ✅ 5/5 27408.52 0.92 n/a
layer_norm_1_cols_1_channels_2048_tile_2048 ✅ 5/5 151.16 0.06 n/a
layer_norm_1_cols_2_channels_2048_tile_1024 ✅ 5/5 135.28 0.06 n/a
layer_norm_2_cols_1_channels_2048_tile_1024 ✅ 5/5 125.22 0.07 n/a
layer_norm_2_cols_2_channels_2048_tile_512 ✅ 5/5 130.72 0.06 n/a
layer_norm_4_cols_1_channels_2048_tile_512 ✅ 5/5 131.54 0.06 n/a
layer_norm_4_cols_2_channels_2048_tile_256 ✅ 5/5 185.88 0.05 n/a
layer_norm_8_cols_1_channels_2048_tile_256 ✅ 5/5 177.52 0.05 n/a
layer_norm_8_cols_2_channels_2048_tile_128 ✅ 5/5 198.10 0.04 n/a
matrix_vector_mul_128x128_32_1col0 ✅ 5/5 n/a 0.25 n/a
matrix_vector_mul_2048x8192_1_1col0 ✅ 5/5 n/a 12.76 n/a
matrix_vector_mul_2048x8192_1_2col0 ✅ 5/5 n/a 22.82 n/a
matrix_vector_mul_2048x8192_1_4col0 ✅ 5/5 n/a 39.27 n/a
matrix_vector_mul_2048x8192_1_8col0 ✅ 5/5 n/a 43.73 n/a
matrix_vector_mul_8192x2048_4_1col0 ✅ 5/5 n/a 13.01 n/a
matrix_vector_mul_8192x2048_4_2col0 ✅ 5/5 n/a 22.60 n/a
matrix_vector_mul_8192x2048_4_4col0 ✅ 5/5 n/a 37.10 n/a
matrix_vector_mul_8192x2048_4_8col0 ✅ 5/5 n/a 43.70 n/a
mem_copy_16_cores_2_chans_2048_tile_128_False0 ✅ 5/5 207.50 0.04 n/a
mem_copy_1_cores_1_chans_2048_tile_2048_False0 ✅ 5/5 131.22 0.06 n/a
mem_copy_2_cores_1_chans_2048_tile_1024_False0 ✅ 5/5 133.88 0.06 n/a
mem_copy_2_cores_2_chans_2048_tile_1024_False0 ✅ 5/5 148.44 0.06 n/a
mem_copy_4_cores_1_chans_2048_tile_512_False0 ✅ 5/5 131.78 0.06 n/a
mem_copy_4_cores_2_chans_2048_tile_512_False0 ✅ 5/5 130.20 0.06 n/a
mem_copy_8_cores_1_chans_2048_tile_256_False0 ✅ 5/5 150.72 0.05 n/a
mem_copy_8_cores_2_chans_2048_tile_256_False0 ✅ 5/5 158.66 0.05 n/a
mha0 ✅ 5/5 47273.96 0.18 n/a
relu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 135.52 0.06 n/a
relu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 129.58 0.06 n/a
relu_4_cols_1_channels_2048_tile_512 ✅ 5/5 171.66 0.05 n/a
relu_8_cols_1_channels_2048_tile_256 ✅ 5/5 150.78 0.06 n/a
rms_norm_1_cols_1_channels_2048_tile_2048 ✅ 5/5 148.48 0.06 n/a
rms_norm_1_cols_2_channels_2048_tile_1024 ✅ 5/5 146.36 0.06 n/a
rms_norm_2_cols_1_channels_2048_tile_1024 ✅ 5/5 148.96 0.06 n/a
rms_norm_2_cols_2_channels_2048_tile_512 ✅ 5/5 131.16 0.06 n/a
rms_norm_4_cols_1_channels_2048_tile_512 ✅ 5/5 132.10 0.06 n/a
rms_norm_4_cols_2_channels_2048_tile_256 ✅ 5/5 164.08 0.05 n/a
rms_norm_8_cols_1_channels_2048_tile_256 ✅ 5/5 191.28 0.05 n/a
rms_norm_8_cols_2_channels_2048_tile_128 ✅ 5/5 159.74 0.05 n/a
rope_1_cols_2_channels_4096_tile_4096_0 ✅ 5/5 135.04 0.18 n/a
rope_2_cols_2_channels_4096_tile_2048_0 ✅ 5/5 126.82 0.20 n/a
rope_4_cols_2_channels_4096_tile_1024_0 ✅ 5/5 140.94 0.18 n/a
rope_8_cols_2_channels_4096_tile_512_0 ✅ 5/5 153.56 0.16 n/a
sigmoid_1_cols_1_channels_2048_tile_2048 ✅ 5/5 136.48 0.06 n/a
sigmoid_2_cols_1_channels_2048_tile_1024 ✅ 5/5 128.24 0.06 n/a
sigmoid_4_cols_1_channels_2048_tile_512 ✅ 5/5 149.56 0.06 n/a
sigmoid_8_cols_1_channels_2048_tile_256 ✅ 5/5 188.22 0.05 n/a
silu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 137.88 0.06 n/a
silu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 147.82 0.06 n/a
silu_4_cols_1_channels_2048_tile_512 ✅ 5/5 148.00 0.06 n/a
silu_8_cols_1_channels_2048_tile_256 ✅ 5/5 120.32 0.07 n/a
softmax_1_cols_2_channels_4096_tile_2048 ✅ 5/5 137.38 0.12 n/a
softmax_2_cols_2_channels_4096_tile_1024 ✅ 5/5 146.22 0.11 n/a
softmax_2_cols_2_channels_4096_tile_512 ✅ 5/5 167.62 0.10 n/a
swiglu_decode_1x2048x2048_0 ✅ 5/5 4886.50 0.00 n/a
tanh_1_cols_1_channels_2048_tile_2048 ✅ 5/5 139.28 0.06 n/a
tanh_2_cols_1_channels_2048_tile_1024 ✅ 5/5 136.64 0.06 n/a
tanh_4_cols_1_channels_2048_tile_512 ✅ 5/5 150.24 0.06 n/a
tanh_8_cols_1_channels_2048_tile_256 ✅ 5/5 154.82 0.06 n/a
transpose_2048_M_64_N_1_cols_1_channels_64_m_64_n_8_s0 ✅ 5/5 144.32 3.64 n/a
transpose_2048_M_64_N_1_cols_2_channels_64_m_64_n_8_s0 ✅ 5/5 133.80 3.94 n/a
weighted_rms_norm_1_cols_2_channels_2048_weights_2048 ✅ 5/5 164.74 0.05 n/a
weighted_rms_norm_2_cols_2_channels_2048_weights_1024 ✅ 5/5 167.28 0.05 n/a
weighted_rms_norm_4_cols_2_channels_2048_weights_512 ✅ 5/5 140.88 0.06 n/a
weighted_rms_norm_8_cols_2_channels_2048_weights_256 ✅ 5/5 176.80 0.05 n/a
📈 Trends (vs main branch) for Small Benchmark/Test Suite

0f5894b (2025_12_16_21_27_48)

IRONCLAD Trends

axpy_1_cols_2_channels_2048_tile_2048_3.0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.13 (-1.96%)0.11 (+2.52%)0.10 (+1.86%)0.08 (-1.91%)0.02 (-1.72%)162.40 (+1.95%)120.96 (-2.36%)117.00 (-1.85%)94.40 (+2.05%)23.11 (+4.09%)
0a6c11c — 2025-12-04 00:39:100.13 (n/a)0.10 (n/a)0.10 (n/a)0.08 (n/a)0.02 (n/a)159.30 (n/a)123.88 (n/a)119.20 (n/a)92.50 (n/a)22.21 (n/a)

axpy_1_cols_2_channels_2048_tile_2048_3.0_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.12 (+5.27%)0.10 (-4.31%)0.09 (-13.53%)0.09 (+15.74%)0.01 (-14.11%)139.10 (-13.60%)128.04 (+3.64%)133.90 (+15.73%)103.40 (-5.05%)14.88 (-30.85%)
588c3b9 — 2025-12-12 05:28:050.11 (n/a)0.10 (n/a)0.11 (n/a)0.08 (n/a)0.01 (n/a)161.00 (n/a)123.54 (n/a)115.70 (n/a)108.90 (n/a)21.52 (n/a)

axpy_2_cols_2_channels_2048_tile_1024_3.0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.11 (-26.77%)0.09 (-9.09%)0.09 (-10.81%)0.08 (+8.25%)0.01 (-55.42%)152.00 (-7.60%)135.46 (+6.28%)142.80 (+12.18%)115.00 (+36.58%)15.03 (-41.36%)
0a6c11c — 2025-12-04 00:39:100.15 (n/a)0.10 (n/a)0.10 (n/a)0.07 (n/a)0.02 (n/a)164.50 (n/a)127.46 (n/a)127.30 (n/a)84.20 (n/a)25.64 (n/a)

axpy_2_cols_2_channels_2048_tile_1024_3.0_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.09 (-23.44%)0.08 (-21.53%)0.08 (-24.66%)0.07 (-16.12%)0.01 (-40.36%)164.30 (+19.23%)151.92 (+27.00%)155.30 (+32.74%)140.30 (+30.63%)10.91 (-8.88%)
588c3b9 — 2025-12-12 05:28:050.11 (n/a)0.10 (n/a)0.11 (n/a)0.09 (n/a)0.01 (n/a)137.80 (n/a)119.62 (n/a)117.00 (n/a)107.40 (n/a)11.97 (n/a)

axpy_4_cols_2_channels_2048_tile_512_3.0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.12 (-10.21%)0.10 (-8.41%)0.10 (-6.20%)0.07 (+3.52%)0.02 (-23.48%)166.70 (-3.36%)128.78 (+7.33%)121.80 (+6.65%)103.90 (+11.36%)22.95 (-18.82%)
0a6c11c — 2025-12-04 00:39:100.13 (n/a)0.11 (n/a)0.11 (n/a)0.07 (n/a)0.02 (n/a)172.50 (n/a)119.98 (n/a)114.20 (n/a)93.30 (n/a)28.27 (n/a)

axpy_4_cols_2_channels_2048_tile_512_3.0_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (-32.13%)0.07 (-30.92%)0.07 (-30.09%)0.06 (-28.47%)0.01 (-42.11%)215.60 (+39.82%)171.96 (+43.88%)164.60 (+43.01%)152.80 (+47.35%)25.27 (+21.69%)
588c3b9 — 2025-12-12 05:28:050.12 (n/a)0.11 (n/a)0.11 (n/a)0.08 (n/a)0.02 (n/a)154.20 (n/a)119.52 (n/a)115.10 (n/a)103.70 (n/a)20.76 (n/a)

axpy_8_cols_2_channels_2048_tile_256_3.0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.10 (-16.19%)0.08 (-10.40%)0.09 (-2.09%)0.07 (-17.38%)0.01 (-10.61%)184.40 (+21.00%)153.18 (+11.99%)144.10 (+2.20%)127.10 (+19.34%)21.26 (+34.76%)
0a6c11c — 2025-12-04 00:39:100.12 (n/a)0.09 (n/a)0.09 (n/a)0.08 (n/a)0.01 (n/a)152.40 (n/a)136.78 (n/a)141.00 (n/a)106.50 (n/a)15.78 (n/a)

axpy_8_cols_2_channels_2048_tile_256_3.0_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (-24.46%)0.07 (-18.86%)0.07 (-17.72%)0.06 (-7.58%)0.01 (-54.81%)194.40 (+8.18%)167.98 (+20.94%)165.80 (+21.55%)146.60 (+32.43%)17.14 (-35.25%)
588c3b9 — 2025-12-12 05:28:050.11 (n/a)0.09 (n/a)0.09 (n/a)0.07 (n/a)0.02 (n/a)179.70 (n/a)138.90 (n/a)136.40 (n/a)110.70 (n/a)26.47 (n/a)

dequant_1_cols_1_channels_2048_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.05 (-18.83%)0.04 (-5.21%)0.04 (-2.69%)0.03 (+37.10%)0.00 (-53.98%)160.40 (-27.06%)141.12 (-0.91%)136.40 (+2.79%)114.30 (+23.17%)17.37 (-59.06%)
0a6c11c — 2025-12-04 00:39:100.06 (n/a)0.04 (n/a)0.04 (n/a)0.02 (n/a)0.01 (n/a)219.90 (n/a)142.42 (n/a)132.70 (n/a)92.80 (n/a)42.43 (n/a)

dequant_1_cols_1_channels_2048_tile_2048_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.04 (-4.95%)0.04 (+4.58%)0.04 (+7.76%)0.04 (+15.67%)0.00 (-30.66%)147.70 (-13.58%)133.18 (-5.28%)129.70 (-7.22%)119.90 (+5.18%)12.95 (-36.49%)
588c3b9 — 2025-12-12 05:28:050.05 (n/a)0.04 (n/a)0.04 (n/a)0.03 (n/a)0.01 (n/a)170.90 (n/a)140.60 (n/a)139.80 (n/a)114.00 (n/a)20.39 (n/a)

dequant_1_cols_2_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.06 (-13.28%)0.05 (-8.93%)0.06 (-13.59%)0.04 (+4.63%)0.01 (-39.10%)133.60 (-4.43%)106.08 (+5.85%)95.10 (+15.69%)87.90 (+15.35%)17.90 (-31.97%)
0a6c11c — 2025-12-04 00:39:100.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)139.80 (n/a)100.22 (n/a)82.20 (n/a)76.20 (n/a)26.31 (n/a)

dequant_1_cols_2_channels_2048_tile_1024_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.05 (+5.49%)0.04 (+4.92%)0.04 (+5.10%)0.04 (+3.13%)0.00 (+15.81%)148.60 (-3.00%)129.86 (-4.50%)130.40 (-4.82%)111.50 (-5.27%)14.59 (+6.93%)
588c3b9 — 2025-12-12 05:28:050.04 (n/a)0.04 (n/a)0.04 (n/a)0.03 (n/a)0.00 (n/a)153.20 (n/a)135.98 (n/a)137.00 (n/a)117.70 (n/a)13.64 (n/a)

dequant_2_cols_1_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.07 (+5.66%)0.05 (+1.21%)0.05 (+0.61%)0.04 (-15.02%)0.01 (+58.42%)143.40 (+17.64%)101.02 (+1.49%)97.60 (-0.61%)78.90 (-5.40%)22.56 (+78.52%)
0a6c11c — 2025-12-04 00:39:100.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)121.90 (n/a)99.54 (n/a)98.20 (n/a)83.40 (n/a)12.64 (n/a)

dequant_2_cols_1_channels_2048_tile_1024_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.05 (+13.35%)0.04 (+18.20%)0.04 (+20.40%)0.04 (+28.21%)0.01 (-0.61%)143.20 (-22.00%)123.12 (-16.15%)123.90 (-16.96%)95.50 (-11.82%)19.22 (-30.11%)
588c3b9 — 2025-12-12 05:28:050.05 (n/a)0.04 (n/a)0.04 (n/a)0.03 (n/a)0.01 (n/a)183.60 (n/a)146.84 (n/a)149.20 (n/a)108.30 (n/a)27.50 (n/a)

dequant_2_cols_2_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.05 (+17.06%)0.04 (+8.98%)0.05 (+21.37%)0.03 (-11.65%)0.01 (+301.89%)159.70 (+13.18%)126.32 (-5.68%)109.00 (-17.67%)106.80 (-14.56%)22.48 (+280.15%)
0a6c11c — 2025-12-04 00:39:100.04 (n/a)0.04 (n/a)0.04 (n/a)0.04 (n/a)0.00 (n/a)141.10 (n/a)133.92 (n/a)132.40 (n/a)125.00 (n/a)5.91 (n/a)

dequant_2_cols_2_channels_2048_tile_512_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.05 (+14.72%)0.04 (+13.73%)0.04 (+15.56%)0.03 (+16.53%)0.01 (+6.88%)153.00 (-14.19%)127.74 (-12.34%)120.40 (-13.51%)105.20 (-12.84%)19.10 (-19.45%)
588c3b9 — 2025-12-12 05:28:050.04 (n/a)0.04 (n/a)0.04 (n/a)0.03 (n/a)0.01 (n/a)178.30 (n/a)145.72 (n/a)139.20 (n/a)120.70 (n/a)23.71 (n/a)

dequant_4_cols_1_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.06 (+20.24%)0.05 (-3.19%)0.05 (-6.73%)0.03 (-20.69%)0.01 (+194.26%)156.10 (+26.09%)120.86 (+7.15%)114.90 (+7.18%)88.30 (-16.85%)24.40 (+214.82%)
0a6c11c — 2025-12-04 00:39:100.05 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.00 (n/a)123.80 (n/a)112.80 (n/a)107.20 (n/a)106.20 (n/a)7.75 (n/a)

dequant_4_cols_1_channels_2048_tile_512_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.04 (-40.70%)0.04 (-18.70%)0.04 (-6.94%)0.04 (+2.93%)0.00 (-89.05%)145.60 (-2.80%)139.92 (+16.74%)139.50 (+7.47%)134.40 (+68.63%)5.20 (-81.92%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.05 (n/a)0.04 (n/a)0.04 (n/a)0.01 (n/a)149.80 (n/a)119.86 (n/a)129.80 (n/a)79.70 (n/a)28.76 (n/a)

dequant_4_cols_2_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.05 (-6.09%)0.04 (-8.04%)0.04 (-12.46%)0.03 (-0.41%)0.01 (-20.19%)168.10 (+0.42%)135.74 (+7.44%)132.20 (+14.26%)107.40 (+6.44%)22.91 (-12.67%)
0a6c11c — 2025-12-04 00:39:100.05 (n/a)0.04 (n/a)0.05 (n/a)0.03 (n/a)0.01 (n/a)167.40 (n/a)126.34 (n/a)115.70 (n/a)100.90 (n/a)26.23 (n/a)

dequant_4_cols_2_channels_2048_tile_256_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.05 (+7.49%)0.04 (+6.33%)0.04 (+4.56%)0.03 (+39.82%)0.01 (-30.46%)162.60 (-28.50%)134.86 (-9.33%)127.40 (-4.35%)113.40 (-6.97%)20.20 (-54.61%)
588c3b9 — 2025-12-12 05:28:050.04 (n/a)0.04 (n/a)0.04 (n/a)0.02 (n/a)0.01 (n/a)227.40 (n/a)148.74 (n/a)133.20 (n/a)121.90 (n/a)44.51 (n/a)

dequant_8_cols_1_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.04 (-13.65%)0.04 (-13.67%)0.04 (-18.56%)0.03 (-13.52%)0.00 (-23.88%)170.40 (+15.68%)140.12 (+15.33%)135.80 (+22.78%)119.60 (+15.78%)17.94 (+1.87%)
0a6c11c — 2025-12-04 00:39:100.05 (n/a)0.04 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)147.30 (n/a)121.50 (n/a)110.60 (n/a)103.30 (n/a)17.61 (n/a)

dequant_8_cols_1_channels_2048_tile_256_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.04 (-26.95%)0.04 (-5.59%)0.04 (+4.26%)0.04 (+7.59%)0.00 (-81.36%)147.80 (-7.04%)142.40 (+2.86%)142.50 (-4.10%)133.20 (+36.90%)5.93 (-75.50%)
588c3b9 — 2025-12-12 05:28:050.05 (n/a)0.04 (n/a)0.04 (n/a)0.03 (n/a)0.01 (n/a)159.00 (n/a)138.44 (n/a)148.60 (n/a)97.30 (n/a)24.19 (n/a)

dequant_8_cols_2_channels_2048_tile_128

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.05 (+17.21%)0.03 (-1.70%)0.03 (-3.04%)0.03 (-16.20%)0.01 (+95.59%)198.20 (+19.33%)160.00 (+4.92%)166.20 (+3.17%)106.50 (-14.66%)29.86 (+87.19%)
0a6c11c — 2025-12-04 00:39:100.04 (n/a)0.03 (n/a)0.03 (n/a)0.03 (n/a)0.00 (n/a)166.10 (n/a)152.50 (n/a)161.10 (n/a)124.80 (n/a)15.95 (n/a)

dequant_8_cols_2_channels_2048_tile_128_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.04 (+19.22%)0.04 (+8.57%)0.04 (+13.33%)0.03 (-9.86%)0.01 (+224.58%)190.20 (+10.90%)150.84 (-5.92%)140.50 (-11.75%)124.40 (-16.12%)26.71 (+203.96%)
588c3b9 — 2025-12-12 05:28:050.04 (n/a)0.03 (n/a)0.03 (n/a)0.03 (n/a)0.00 (n/a)171.50 (n/a)160.34 (n/a)159.20 (n/a)148.30 (n/a)8.79 (n/a)

eltwise_add_1_cols_2_channels_2048_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.11 (+0.72%)0.09 (+12.64%)0.09 (+9.62%)0.08 (+46.13%)0.01 (-39.35%)156.00 (-31.55%)132.66 (-14.78%)134.80 (-8.80%)110.30 (-0.72%)17.19 (-60.51%)
588c3b9 — 2025-12-12 05:28:050.11 (n/a)0.08 (n/a)0.08 (n/a)0.05 (n/a)0.02 (n/a)227.90 (n/a)155.66 (n/a)147.80 (n/a)111.10 (n/a)43.54 (n/a)

eltwise_add_2_cols_2_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.09 (-15.90%)0.08 (-3.10%)0.08 (+11.55%)0.07 (+9.61%)0.01 (-58.41%)172.60 (-8.77%)154.26 (-0.23%)152.70 (-10.33%)134.70 (+18.89%)15.50 (-54.14%)
588c3b9 — 2025-12-12 05:28:050.11 (n/a)0.08 (n/a)0.07 (n/a)0.06 (n/a)0.02 (n/a)189.20 (n/a)154.62 (n/a)170.30 (n/a)113.30 (n/a)33.79 (n/a)

eltwise_add_4_cols_2_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.13 (+46.50%)0.09 (+13.76%)0.09 (+1.94%)0.07 (-3.87%)0.03 (+206.80%)182.50 (+4.05%)136.98 (-7.96%)140.80 (-1.88%)92.50 (-31.73%)34.57 (+113.77%)
588c3b9 — 2025-12-12 05:28:050.09 (n/a)0.08 (n/a)0.09 (n/a)0.07 (n/a)0.01 (n/a)175.40 (n/a)148.82 (n/a)143.50 (n/a)135.50 (n/a)16.17 (n/a)

eltwise_add_8_cols_2_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.09 (-19.66%)0.08 (-15.51%)0.08 (-17.97%)0.07 (-8.22%)0.01 (-42.70%)170.80 (+8.93%)152.08 (+17.27%)146.50 (+21.88%)138.60 (+24.53%)14.78 (-22.88%)
588c3b9 — 2025-12-12 05:28:050.11 (n/a)0.10 (n/a)0.10 (n/a)0.08 (n/a)0.01 (n/a)156.80 (n/a)129.68 (n/a)120.20 (n/a)111.30 (n/a)19.16 (n/a)

eltwise_mul_1_cols_2_channels_2048_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.10 (-11.24%)0.09 (+3.78%)0.09 (+10.74%)0.08 (+5.78%)0.01 (-47.11%)152.70 (-5.51%)134.88 (-5.08%)134.20 (-9.69%)119.70 (+12.61%)12.43 (-41.89%)
588c3b9 — 2025-12-12 05:28:050.12 (n/a)0.09 (n/a)0.08 (n/a)0.08 (n/a)0.02 (n/a)161.60 (n/a)142.10 (n/a)148.60 (n/a)106.30 (n/a)21.38 (n/a)

eltwise_mul_2_cols_2_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.11 (+14.40%)0.08 (+2.04%)0.08 (-5.02%)0.07 (+3.08%)0.02 (+63.18%)167.60 (-3.01%)150.32 (-0.67%)163.50 (+5.28%)110.90 (-12.61%)23.85 (+39.22%)
588c3b9 — 2025-12-12 05:28:050.10 (n/a)0.08 (n/a)0.08 (n/a)0.07 (n/a)0.01 (n/a)172.80 (n/a)151.34 (n/a)155.30 (n/a)126.90 (n/a)17.13 (n/a)

eltwise_mul_4_cols_2_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.10 (+3.16%)0.09 (+10.42%)0.10 (+26.18%)0.07 (+4.57%)0.01 (-1.74%)172.80 (-4.37%)134.44 (-9.58%)123.10 (-20.73%)118.90 (-3.10%)22.44 (-5.96%)
588c3b9 — 2025-12-12 05:28:050.10 (n/a)0.08 (n/a)0.08 (n/a)0.07 (n/a)0.01 (n/a)180.70 (n/a)148.68 (n/a)155.30 (n/a)122.70 (n/a)23.86 (n/a)

eltwise_mul_8_cols_2_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.09 (-5.12%)0.08 (+12.14%)0.08 (+17.05%)0.07 (+15.07%)0.01 (-38.97%)179.40 (-13.08%)151.22 (-12.37%)150.30 (-14.55%)134.10 (+5.42%)17.36 (-42.29%)
588c3b9 — 2025-12-12 05:28:050.10 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)206.40 (n/a)172.56 (n/a)175.90 (n/a)127.20 (n/a)30.08 (n/a)

gelu_1_cols_1_channels_2048_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (+6.89%)0.06 (-6.23%)0.05 (-9.14%)0.03 (-8.01%)0.02 (+13.27%)234.20 (+8.68%)159.20 (+8.06%)150.90 (+9.99%)103.20 (-6.52%)47.38 (+14.15%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)215.50 (n/a)147.32 (n/a)137.20 (n/a)110.40 (n/a)41.51 (n/a)

gelu_1_cols_2_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (-3.62%)0.05 (-17.28%)0.05 (-14.72%)0.04 (-28.87%)0.01 (+123.78%)191.10 (+40.62%)154.70 (+23.60%)149.10 (+17.31%)117.80 (+3.79%)27.10 (+225.88%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.07 (n/a)0.06 (n/a)0.06 (n/a)0.00 (n/a)135.90 (n/a)125.16 (n/a)127.10 (n/a)113.50 (n/a)8.32 (n/a)

gelu_2_cols_1_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (-10.64%)0.06 (+1.28%)0.06 (+1.46%)0.05 (+22.21%)0.01 (-56.13%)150.10 (-18.16%)137.94 (-3.91%)136.00 (-1.45%)122.60 (+11.86%)11.93 (-59.37%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)183.40 (n/a)143.56 (n/a)138.00 (n/a)109.60 (n/a)29.36 (n/a)

gelu_2_cols_2_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (+17.84%)0.06 (+2.91%)0.06 (+7.06%)0.04 (-22.36%)0.01 (+147.35%)214.80 (+28.78%)149.32 (+1.52%)139.20 (-6.58%)110.40 (-15.21%)40.55 (+178.05%)
588c3b9 — 2025-12-12 05:28:050.06 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)166.80 (n/a)147.08 (n/a)149.00 (n/a)130.20 (n/a)14.58 (n/a)

gelu_4_cols_1_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (-17.56%)0.06 (-10.94%)0.05 (-17.31%)0.05 (+14.29%)0.01 (-50.84%)160.20 (-12.51%)146.84 (+9.13%)150.80 (+20.93%)122.50 (+21.29%)15.76 (-48.71%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.07 (n/a)0.04 (n/a)0.01 (n/a)183.10 (n/a)134.56 (n/a)124.70 (n/a)101.00 (n/a)30.73 (n/a)

gelu_4_cols_2_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.06 (+2.04%)0.05 (+14.75%)0.05 (+18.85%)0.05 (+26.75%)0.00 (-49.28%)176.70 (-21.12%)161.12 (-14.83%)165.90 (-15.87%)142.60 (-2.06%)13.36 (-61.28%)
588c3b9 — 2025-12-12 05:28:050.06 (n/a)0.04 (n/a)0.04 (n/a)0.04 (n/a)0.01 (n/a)224.00 (n/a)189.18 (n/a)197.20 (n/a)145.60 (n/a)34.50 (n/a)

gelu_8_cols_1_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.06 (-15.83%)0.05 (-6.52%)0.05 (-14.30%)0.04 (+20.54%)0.00 (-62.69%)183.80 (-17.06%)161.32 (+3.17%)161.60 (+16.68%)148.00 (+18.88%)14.10 (-63.98%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.05 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)221.60 (n/a)156.36 (n/a)138.50 (n/a)124.50 (n/a)39.13 (n/a)

gelu_8_cols_2_channels_2048_tile_128

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.05 (-23.17%)0.04 (-16.50%)0.04 (-16.65%)0.03 (+0.82%)0.01 (-53.62%)236.10 (-0.84%)192.98 (+14.75%)184.20 (+20.00%)158.70 (+30.19%)28.91 (-39.59%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.05 (n/a)0.05 (n/a)0.03 (n/a)0.01 (n/a)238.10 (n/a)168.18 (n/a)153.50 (n/a)121.90 (n/a)47.85 (n/a)

gemm_2048x2048x2048_64x64x32_8_cols_0_bcolmaj_0_ccolmaj_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)GFLOP/s (max)GFLOP/s (mean)GFLOP/s (median)GFLOP/s (min)GFLOP/s (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
3a053d3 — 2025-11-26 01:12:163.72 (-0.11%)3.55 (-2.75%)3.56 (-2.75%)3.36 (-5.33%)0.12 (+76.10%)2725.23 (-0.11%)2602.52 (-2.75%)2612.11 (-2.75%)2459.89 (-5.33%)86.27 (+76.10%)6984.00 (+5.63%)6608.60 (+2.91%)6577.00 (+2.83%)6304.00 (+0.11%)221.87 (+87.15%)
9e98049 — 2025-11-25 20:50:553.72 (n/a)3.65 (n/a)3.66 (n/a)3.54 (n/a)0.07 (n/a)2728.26 (n/a)2676.06 (n/a)2686.03 (n/a)2598.29 (n/a)48.99 (n/a)6612.00 (n/a)6422.00 (n/a)6396.00 (n/a)6297.00 (n/a)118.55 (n/a)

gemm_2048x2048x2048_64x64x32_8_cols_0_bcolmaj_1_ccolmaj_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)GFLOP/s (max)GFLOP/s (mean)GFLOP/s (median)GFLOP/s (min)GFLOP/s (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
3a053d3 — 2025-11-26 01:12:163.40 (-3.14%)3.38 (-0.82%)3.38 (-0.82%)3.35 (+4.93%)0.02 (-84.51%)2493.81 (-3.14%)2475.27 (-0.82%)2479.06 (-0.82%)2453.92 (+4.93%)13.33 (-84.51%)7001.00 (-4.70%)6940.80 (+0.71%)6930.00 (+0.83%)6889.00 (+3.24%)37.43 (-84.76%)
9e98049 — 2025-11-25 20:50:553.51 (n/a)3.40 (n/a)3.41 (n/a)3.19 (n/a)0.12 (n/a)2574.53 (n/a)2495.72 (n/a)2499.62 (n/a)2338.67 (n/a)86.02 (n/a)7346.00 (n/a)6892.20 (n/a)6873.00 (n/a)6673.00 (n/a)245.57 (n/a)

gemm_2048x2048x2048_64x64x32_8_cols_1_bcolmaj_0_ccolmaj_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)GFLOP/s (max)GFLOP/s (mean)GFLOP/s (median)GFLOP/s (min)GFLOP/s (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
3a053d3 — 2025-11-26 01:12:163.02 (+0.52%)2.87 (-2.05%)2.86 (-2.24%)2.70 (-6.16%)0.11 (+131.66%)2216.19 (+0.52%)2104.44 (-2.05%)2094.08 (-2.24%)1980.84 (-6.16%)80.25 (+131.67%)8673.00 (+6.56%)8175.60 (+2.21%)8204.00 (+2.29%)7752.00 (-0.51%)314.03 (+145.36%)
9e98049 — 2025-11-25 20:50:553.01 (n/a)2.93 (n/a)2.92 (n/a)2.88 (n/a)0.05 (n/a)2204.81 (n/a)2148.41 (n/a)2142.13 (n/a)2110.81 (n/a)34.64 (n/a)8139.00 (n/a)7998.60 (n/a)8020.00 (n/a)7792.00 (n/a)127.99 (n/a)

gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_0_ccolmaj_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:491.04 (+0.94%)1.03 (+0.23%)1.03 (+0.09%)1.02 (+0.07%)0.00 (+197.51%)24576.00 (-0.07%)24485.82 (-0.23%)24530.40 (-0.09%)24266.40 (-0.94%)111.26 (+194.35%)
0a6c11c — 2025-12-04 00:39:101.03 (n/a)1.03 (n/a)1.03 (n/a)1.02 (n/a)0.00 (n/a)24594.30 (n/a)24542.14 (n/a)24551.90 (n/a)24495.50 (n/a)37.80 (n/a)

gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_0_ccolmaj_0_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:301.04 (+1.67%)1.03 (+0.49%)1.03 (+0.06%)1.02 (+0.39%)0.01 (+153.86%)24617.90 (-0.39%)24467.96 (-0.48%)24530.20 (-0.06%)24129.00 (-1.64%)193.36 (+148.29%)712.00 (+1.67%)702.17 (+0.49%)700.36 (+0.06%)697.86 (+0.39%)5.60 (+153.84%)
588c3b9 — 2025-12-12 05:28:051.03 (n/a)1.02 (n/a)1.03 (n/a)1.02 (n/a)0.00 (n/a)24713.90 (n/a)24586.82 (n/a)24545.60 (n/a)24530.90 (n/a)77.88 (n/a)700.34 (n/a)698.75 (n/a)699.92 (n/a)695.15 (n/a)2.21 (n/a)

gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_1_ccolmaj_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.99 (+1.69%)0.97 (+0.29%)0.97 (-0.04%)0.97 (-0.15%)0.01 (+434.92%)26025.30 (+0.15%)25839.34 (-0.29%)25916.70 (+0.04%)25446.00 (-1.67%)202.05 (+425.44%)
0a6c11c — 2025-12-04 00:39:100.97 (n/a)0.97 (n/a)0.97 (n/a)0.97 (n/a)0.00 (n/a)25986.90 (n/a)25913.52 (n/a)25905.70 (n/a)25877.00 (n/a)38.45 (n/a)

gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_1_ccolmaj_0_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:300.97 (-1.46%)0.97 (-0.41%)0.97 (-0.05%)0.97 (-0.40%)0.00 (-72.21%)26013.90 (+0.40%)25929.08 (+0.40%)25912.80 (+0.05%)25887.30 (+1.48%)49.78 (-71.66%)663.64 (-1.46%)662.57 (-0.41%)662.99 (-0.05%)660.41 (-0.40%)1.27 (-72.21%)
588c3b9 — 2025-12-12 05:28:050.99 (n/a)0.97 (n/a)0.97 (n/a)0.97 (n/a)0.01 (n/a)25909.60 (n/a)25824.50 (n/a)25898.60 (n/a)25510.40 (n/a)175.66 (n/a)673.45 (n/a)665.28 (n/a)663.35 (n/a)663.07 (n/a)4.57 (n/a)

gemm_2048x2048x2048_64x64x64_2_cols_1_bcolmaj_0_ccolmaj_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.92 (-1.02%)0.92 (-0.66%)0.92 (-0.10%)0.91 (-0.78%)0.01 (-4.54%)27751.40 (+0.79%)27480.74 (+0.66%)27354.80 (+0.10%)27320.50 (+1.03%)182.69 (-2.84%)
0a6c11c — 2025-12-04 00:39:100.93 (n/a)0.92 (n/a)0.92 (n/a)0.91 (n/a)0.01 (n/a)27534.80 (n/a)27299.32 (n/a)27326.70 (n/a)27042.30 (n/a)188.04 (n/a)

gemm_2048x2048x2048_64x64x64_2_cols_1_bcolmaj_0_ccolmaj_0_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:300.93 (+1.30%)0.92 (+0.49%)0.92 (+0.27%)0.91 (-0.28%)0.01 (+472.47%)27690.10 (+0.28%)27408.52 (-0.48%)27459.00 (-0.26%)27151.80 (-1.29%)238.79 (+465.96%)632.73 (+1.30%)626.85 (+0.49%)625.66 (+0.27%)620.43 (-0.28%)5.46 (+472.47%)
588c3b9 — 2025-12-12 05:28:050.91 (n/a)0.91 (n/a)0.91 (n/a)0.91 (n/a)0.00 (n/a)27611.70 (n/a)27541.80 (n/a)27531.90 (n/a)27505.70 (n/a)42.19 (n/a)624.59 (n/a)623.78 (n/a)624.00 (n/a)622.19 (n/a)0.95 (n/a)

gemm_2048x2048x2048_64x64x64_8_cols_0_bcolmaj_0_ccolmaj_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)GFLOP/s (max)GFLOP/s (mean)GFLOP/s (median)GFLOP/s (min)GFLOP/s (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
31ab24e — 2025-11-22 02:01:563.65 (-1.06%)3.59 (+0.83%)3.63 (-0.26%)3.45 (+2.66%)0.07 (-44.71%)2678.08 (-1.06%)2632.13 (+0.83%)2658.60 (-0.26%)2528.31 (+2.66%)53.86 (-44.71%)6795.00 (-2.59%)6529.80 (-0.92%)6462.00 (+0.26%)6415.00 (+1.07%)137.14 (-45.27%)
d9a64c5 — 2025-11-21 20:49:353.69 (n/a)3.56 (n/a)3.64 (n/a)3.36 (n/a)0.13 (n/a)2706.77 (n/a)2610.50 (n/a)2665.61 (n/a)2462.71 (n/a)97.41 (n/a)6976.00 (n/a)6590.40 (n/a)6445.00 (n/a)6347.00 (n/a)250.58 (n/a)

layer_norm_1_cols_1_channels_2048_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (-18.51%)0.06 (-12.56%)0.05 (-2.47%)0.04 (-9.38%)0.01 (-35.15%)185.80 (+10.33%)151.16 (+12.20%)153.90 (+2.53%)121.80 (+22.78%)27.25 (-11.64%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.02 (n/a)168.40 (n/a)134.72 (n/a)150.10 (n/a)99.20 (n/a)30.84 (n/a)

layer_norm_1_cols_2_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (+7.28%)0.06 (+12.17%)0.06 (+11.59%)0.05 (+12.68%)0.01 (-6.33%)156.70 (-11.27%)135.28 (-11.22%)137.80 (-10.40%)115.20 (-6.80%)15.91 (-22.59%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)176.60 (n/a)152.38 (n/a)153.80 (n/a)123.60 (n/a)20.55 (n/a)

layer_norm_2_cols_1_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (-6.35%)0.07 (+7.59%)0.07 (+18.35%)0.05 (+7.84%)0.01 (-21.49%)150.20 (-7.28%)125.22 (-8.16%)122.50 (-15.52%)107.10 (+6.78%)19.13 (-23.21%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)162.00 (n/a)136.34 (n/a)145.00 (n/a)100.30 (n/a)24.92 (n/a)

layer_norm_2_cols_2_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.09 (+28.92%)0.06 (+14.85%)0.06 (+10.74%)0.05 (+8.89%)0.01 (+66.57%)160.30 (-8.14%)130.72 (-11.47%)134.10 (-9.70%)93.50 (-22.47%)25.70 (+17.17%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)174.50 (n/a)147.66 (n/a)148.50 (n/a)120.60 (n/a)21.94 (n/a)

layer_norm_4_cols_1_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (-1.97%)0.06 (-2.44%)0.06 (-4.30%)0.05 (-7.43%)0.01 (+11.82%)151.30 (+7.99%)131.54 (+2.97%)136.50 (+4.52%)104.70 (+1.95%)18.31 (+25.10%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.06 (n/a)0.06 (n/a)0.01 (n/a)140.10 (n/a)127.74 (n/a)130.60 (n/a)102.70 (n/a)14.64 (n/a)

layer_norm_4_cols_2_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.06 (-7.34%)0.05 (-17.24%)0.04 (-25.62%)0.04 (-18.26%)0.01 (+28.14%)228.20 (+22.36%)185.88 (+23.64%)188.70 (+34.50%)140.70 (+7.98%)41.67 (+71.79%)
588c3b9 — 2025-12-12 05:28:050.06 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)186.50 (n/a)150.34 (n/a)140.30 (n/a)130.30 (n/a)24.26 (n/a)

layer_norm_8_cols_1_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (+22.28%)0.05 (+2.32%)0.05 (-1.42%)0.04 (+8.52%)0.01 (+33.04%)233.70 (-7.85%)177.52 (-1.28%)165.10 (+1.41%)123.30 (-18.24%)41.86 (-1.72%)
588c3b9 — 2025-12-12 05:28:050.05 (n/a)0.05 (n/a)0.05 (n/a)0.03 (n/a)0.01 (n/a)253.60 (n/a)179.82 (n/a)162.80 (n/a)150.80 (n/a)42.59 (n/a)

layer_norm_8_cols_2_channels_2048_tile_128

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.05 (-19.80%)0.04 (-18.99%)0.04 (-1.33%)0.03 (-34.93%)0.01 (-21.89%)283.90 (+53.63%)198.10 (+24.33%)183.00 (+1.39%)153.60 (+24.68%)49.84 (+57.99%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)184.80 (n/a)159.34 (n/a)180.50 (n/a)123.20 (n/a)31.55 (n/a)

matrix_vector_mul_128x128_32_1col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
130b6ea — 2025-12-05 21:15:490.37 (+17.13%)0.30 (+24.87%)0.30 (+38.03%)0.23 (+12.47%)0.06 (+35.23%)
0a6c11c — 2025-12-04 00:39:100.32 (n/a)0.24 (n/a)0.22 (n/a)0.20 (n/a)0.04 (n/a)

matrix_vector_mul_128x128_32_1col0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:300.30 (+8.02%)0.25 (+4.64%)0.25 (+2.07%)0.21 (-0.48%)0.04 (+54.49%)0.29 (+8.02%)0.25 (+4.64%)0.25 (+2.07%)0.21 (-0.48%)0.04 (+54.49%)
588c3b9 — 2025-12-12 05:28:050.27 (n/a)0.24 (n/a)0.25 (n/a)0.21 (n/a)0.02 (n/a)0.27 (n/a)0.24 (n/a)0.24 (n/a)0.21 (n/a)0.02 (n/a)

matrix_vector_mul_2048x8192_1_1col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
130b6ea — 2025-12-05 21:15:4913.57 (+3.47%)13.15 (+1.09%)13.10 (+0.16%)12.52 (-1.58%)0.37 (+153.19%)
0a6c11c — 2025-12-04 00:39:1013.11 (n/a)13.01 (n/a)13.07 (n/a)12.72 (n/a)0.15 (n/a)

matrix_vector_mul_2048x8192_1_1col0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:3013.30 (-1.54%)12.76 (+0.05%)13.29 (+1.07%)11.28 (+0.18%)0.87 (-4.11%)13.30 (-1.54%)12.75 (+0.05%)13.28 (+1.07%)11.28 (+0.18%)0.87 (-4.11%)
588c3b9 — 2025-12-12 05:28:0513.51 (n/a)12.75 (n/a)13.14 (n/a)11.26 (n/a)0.91 (n/a)13.50 (n/a)12.74 (n/a)13.14 (n/a)11.26 (n/a)0.91 (n/a)

matrix_vector_mul_2048x8192_1_2col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
130b6ea — 2025-12-05 21:15:4925.06 (+2.47%)23.71 (+1.81%)24.13 (+0.50%)20.90 (+5.41%)1.48 (-15.60%)
0a6c11c — 2025-12-04 00:39:1024.46 (n/a)23.29 (n/a)24.01 (n/a)19.83 (n/a)1.75 (n/a)

matrix_vector_mul_2048x8192_1_2col0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:3025.13 (+0.71%)22.82 (-7.09%)24.30 (-0.57%)15.70 (-34.97%)4.00 (+989.71%)25.11 (+0.71%)22.81 (-7.09%)24.28 (-0.57%)15.69 (-34.97%)4.00 (+989.70%)
588c3b9 — 2025-12-12 05:28:0524.95 (n/a)24.56 (n/a)24.44 (n/a)24.14 (n/a)0.37 (n/a)24.94 (n/a)24.55 (n/a)24.42 (n/a)24.12 (n/a)0.37 (n/a)

matrix_vector_mul_2048x8192_1_4col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
130b6ea — 2025-12-05 21:15:4942.05 (+1.54%)40.50 (+12.60%)40.49 (+2.36%)38.98 (+97.53%)0.97 (-88.09%)
0a6c11c — 2025-12-04 00:39:1041.41 (n/a)35.97 (n/a)39.55 (n/a)19.73 (n/a)8.15 (n/a)

matrix_vector_mul_2048x8192_1_4col0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:3039.60 (-1.51%)39.27 (-1.19%)39.18 (-2.05%)39.10 (+1.43%)0.22 (-68.36%)39.57 (-1.51%)39.25 (-1.19%)39.15 (-2.05%)39.07 (+1.43%)0.22 (-68.36%)
588c3b9 — 2025-12-12 05:28:0540.21 (n/a)39.75 (n/a)40.00 (n/a)38.55 (n/a)0.69 (n/a)40.18 (n/a)39.72 (n/a)39.97 (n/a)38.52 (n/a)0.69 (n/a)

matrix_vector_mul_2048x8192_1_8col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
130b6ea — 2025-12-05 21:15:4946.62 (+3.11%)44.82 (+0.17%)44.78 (+0.17%)42.60 (-3.80%)1.60 (+367.72%)
0a6c11c — 2025-12-04 00:39:1045.21 (n/a)44.75 (n/a)44.70 (n/a)44.29 (n/a)0.34 (n/a)

matrix_vector_mul_2048x8192_1_8col0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:3045.17 (-4.62%)43.73 (+3.84%)43.48 (-0.25%)43.10 (+33.42%)0.82 (-85.69%)45.14 (-4.62%)43.71 (+3.84%)43.45 (-0.25%)43.08 (+33.42%)0.82 (-85.69%)
588c3b9 — 2025-12-12 05:28:0547.36 (n/a)42.11 (n/a)43.59 (n/a)32.31 (n/a)5.72 (n/a)47.33 (n/a)42.09 (n/a)43.56 (n/a)32.29 (n/a)5.71 (n/a)

matrix_vector_mul_8192x2048_4_1col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
130b6ea — 2025-12-05 21:15:4913.29 (+1.63%)13.19 (+6.08%)13.19 (+1.17%)13.09 (+26.86%)0.08 (-92.94%)
0a6c11c — 2025-12-04 00:39:1013.08 (n/a)12.44 (n/a)13.03 (n/a)10.32 (n/a)1.07 (n/a)

matrix_vector_mul_8192x2048_4_1col0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:3013.43 (+2.26%)13.01 (+6.47%)13.04 (+3.55%)12.49 (+10.55%)0.36 (-56.25%)13.42 (+2.26%)13.00 (+6.47%)13.03 (+3.55%)12.48 (+10.55%)0.36 (-56.25%)
588c3b9 — 2025-12-12 05:28:0513.14 (n/a)12.22 (n/a)12.59 (n/a)11.30 (n/a)0.83 (n/a)13.13 (n/a)12.21 (n/a)12.59 (n/a)11.29 (n/a)0.83 (n/a)

matrix_vector_mul_8192x2048_4_2col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
130b6ea — 2025-12-05 21:15:4925.58 (+4.24%)24.23 (+6.59%)24.03 (+0.29%)23.58 (+37.29%)0.70 (-74.97%)
0a6c11c — 2025-12-04 00:39:1024.54 (n/a)22.73 (n/a)23.96 (n/a)17.18 (n/a)2.79 (n/a)

matrix_vector_mul_8192x2048_4_2col0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:3024.63 (+0.78%)22.60 (-2.04%)24.25 (+1.33%)15.77 (-16.84%)3.82 (+65.94%)24.61 (+0.78%)22.58 (-2.04%)24.23 (+1.33%)15.76 (-16.84%)3.82 (+65.94%)
588c3b9 — 2025-12-12 05:28:0524.44 (n/a)23.07 (n/a)23.93 (n/a)18.96 (n/a)2.30 (n/a)24.42 (n/a)23.05 (n/a)23.92 (n/a)18.95 (n/a)2.30 (n/a)

matrix_vector_mul_8192x2048_4_4col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
130b6ea — 2025-12-05 21:15:4940.94 (-2.19%)39.74 (-1.10%)39.76 (-0.60%)38.17 (-2.14%)1.04 (+4.39%)
0a6c11c — 2025-12-04 00:39:1041.86 (n/a)40.18 (n/a)40.00 (n/a)39.00 (n/a)1.00 (n/a)

matrix_vector_mul_8192x2048_4_4col0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:3041.57 (+3.89%)37.10 (+2.34%)39.45 (+1.83%)24.71 (+0.07%)7.01 (+7.99%)41.55 (+3.89%)37.08 (+2.34%)39.42 (+1.83%)24.70 (+0.07%)7.00 (+7.99%)
588c3b9 — 2025-12-12 05:28:0540.02 (n/a)36.25 (n/a)38.74 (n/a)24.70 (n/a)6.49 (n/a)39.99 (n/a)36.23 (n/a)38.72 (n/a)24.68 (n/a)6.49 (n/a)

matrix_vector_mul_8192x2048_4_8col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
130b6ea — 2025-12-05 21:15:4946.71 (-1.04%)44.91 (-2.34%)44.71 (-2.98%)43.80 (-1.44%)0.96 (+6.93%)
0a6c11c — 2025-12-04 00:39:1047.20 (n/a)45.98 (n/a)46.08 (n/a)44.44 (n/a)0.90 (n/a)

matrix_vector_mul_8192x2048_4_8col0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Throughput (max)Throughput (mean)Throughput (median)Throughput (min)Throughput (stddev)
0f5894b — 2025-12-16 21:22:3045.71 (+2.60%)43.70 (+2.15%)43.22 (-0.36%)42.92 (+9.48%)1.15 (-44.38%)45.68 (+2.60%)43.67 (+2.15%)43.20 (-0.36%)42.89 (+9.48%)1.15 (-44.38%)
588c3b9 — 2025-12-12 05:28:0544.55 (n/a)42.77 (n/a)43.38 (n/a)39.20 (n/a)2.06 (n/a)44.52 (n/a)42.75 (n/a)43.35 (n/a)39.18 (n/a)2.06 (n/a)

mem_copy_16_cores_2_chans_2048_tile_128_False

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.07 (+22.03%)0.06 (+27.86%)0.06 (+35.49%)0.05 (+15.00%)0.01 (+49.69%)173.30 (-13.00%)137.94 (-21.32%)133.60 (-26.19%)123.40 (-18.06%)18.40 (+8.53%)
0a6c11c — 2025-12-04 00:39:100.05 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.00 (n/a)199.20 (n/a)175.32 (n/a)181.00 (n/a)150.60 (n/a)16.96 (n/a)

mem_copy_16_cores_2_chans_2048_tile_128_False0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.05 (+13.12%)0.04 (+1.41%)0.04 (+6.19%)0.03 (-2.68%)0.01 (+44.53%)247.70 (+2.78%)207.50 (-0.24%)203.60 (-5.83%)155.70 (-11.63%)34.89 (+31.31%)
588c3b9 — 2025-12-12 05:28:050.05 (n/a)0.04 (n/a)0.04 (n/a)0.03 (n/a)0.01 (n/a)241.00 (n/a)208.00 (n/a)216.20 (n/a)176.20 (n/a)26.57 (n/a)

mem_copy_1_cols_1_channels_2048_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
003b49d — 2025-11-14 19:30:540.05 (-16.99%)0.05 (-12.47%)0.05 (-7.32%)0.04 (-11.17%)0.00 (-29.61%)197.00 (+12.57%)171.00 (+13.70%)164.00 (+7.89%)153.00 (+20.47%)17.49 (-4.32%)
0999a9a — 2025-11-13 19:24:080.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)175.00 (n/a)150.40 (n/a)152.00 (n/a)127.00 (n/a)18.28 (n/a)

mem_copy_1_cols_2_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
003b49d — 2025-11-14 19:30:540.06 (+5.56%)0.05 (-1.59%)0.05 (-1.39%)0.03 (-14.07%)0.01 (+25.03%)263.00 (+16.37%)166.00 (+4.53%)144.00 (+1.41%)126.00 (-5.26%)49.38 (+43.17%)
0999a9a — 2025-11-13 19:24:080.06 (n/a)0.05 (n/a)0.05 (n/a)0.03 (n/a)0.01 (n/a)226.00 (n/a)158.80 (n/a)142.00 (n/a)133.00 (n/a)34.49 (n/a)

mem_copy_1_cores_1_chans_2048_tile_2048_False

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.08 (+10.93%)0.07 (+7.79%)0.07 (+3.55%)0.05 (-1.73%)0.01 (+36.73%)150.20 (+1.76%)121.68 (-6.36%)125.60 (-3.38%)97.90 (-9.85%)18.56 (+21.98%)
0a6c11c — 2025-12-04 00:39:100.08 (n/a)0.06 (n/a)0.06 (n/a)0.06 (n/a)0.01 (n/a)147.60 (n/a)129.94 (n/a)130.00 (n/a)108.60 (n/a)15.21 (n/a)

mem_copy_1_cores_1_chans_2048_tile_2048_False0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (+15.85%)0.06 (+14.95%)0.06 (+13.46%)0.05 (+8.62%)0.01 (+54.32%)153.20 (-7.93%)131.22 (-12.17%)132.20 (-11.87%)106.80 (-13.73%)20.52 (+25.16%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)166.40 (n/a)149.40 (n/a)150.00 (n/a)123.80 (n/a)16.39 (n/a)

mem_copy_2_cols_1_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
003b49d — 2025-11-14 19:30:540.06 (-15.32%)0.05 (-17.09%)0.05 (-23.81%)0.04 (-15.54%)0.01 (-18.18%)193.00 (+18.40%)160.80 (+20.36%)168.00 (+31.25%)124.00 (+18.10%)22.92 (+11.39%)
0999a9a — 2025-11-13 19:24:080.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)163.00 (n/a)133.60 (n/a)128.00 (n/a)105.00 (n/a)20.58 (n/a)

mem_copy_2_cols_2_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
003b49d — 2025-11-14 19:30:540.06 (-23.02%)0.05 (-6.98%)0.05 (-2.13%)0.04 (-15.31%)0.01 (-33.29%)196.00 (+18.07%)147.00 (+6.52%)141.00 (+2.17%)126.00 (+29.90%)25.27 (+8.13%)
0999a9a — 2025-11-13 19:24:080.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)166.00 (n/a)138.00 (n/a)138.00 (n/a)97.00 (n/a)23.37 (n/a)

mem_copy_2_cores_1_chans_2048_tile_1024_False

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.10 (+31.37%)0.08 (+29.12%)0.08 (+29.06%)0.07 (+41.80%)0.01 (+0.23%)109.90 (-29.46%)98.30 (-23.38%)100.80 (-22.52%)79.40 (-23.87%)10.54 (-46.17%)
0a6c11c — 2025-12-04 00:39:100.08 (n/a)0.07 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)155.80 (n/a)128.30 (n/a)130.10 (n/a)104.30 (n/a)19.58 (n/a)

mem_copy_2_cores_1_chans_2048_tile_1024_False0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (-7.20%)0.06 (+11.77%)0.06 (+13.25%)0.06 (+44.68%)0.01 (-54.95%)148.30 (-30.89%)133.88 (-14.75%)135.40 (-11.73%)113.50 (+7.79%)13.90 (-66.34%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.05 (n/a)0.04 (n/a)0.02 (n/a)214.60 (n/a)157.04 (n/a)153.40 (n/a)105.30 (n/a)41.31 (n/a)

mem_copy_2_cores_2_chans_2048_tile_1024_False

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.10 (+25.02%)0.07 (+10.01%)0.07 (+7.53%)0.05 (-1.99%)0.01 (+77.08%)150.10 (+2.04%)114.60 (-7.22%)111.70 (-6.99%)83.90 (-20.02%)21.23 (+43.54%)
0a6c11c — 2025-12-04 00:39:100.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)147.10 (n/a)123.52 (n/a)120.10 (n/a)104.90 (n/a)14.79 (n/a)

mem_copy_2_cores_2_chans_2048_tile_1024_False0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (+15.11%)0.06 (-6.02%)0.05 (-18.62%)0.05 (-4.99%)0.01 (+45.12%)170.60 (+5.24%)148.44 (+7.92%)153.30 (+22.84%)104.60 (-13.12%)26.16 (+28.77%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.07 (n/a)0.05 (n/a)0.01 (n/a)162.10 (n/a)137.54 (n/a)124.80 (n/a)120.40 (n/a)20.32 (n/a)

mem_copy_4_cols_1_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
003b49d — 2025-11-14 19:30:540.07 (+11.97%)0.05 (+3.09%)0.05 (+2.10%)0.03 (-11.35%)0.01 (+41.65%)229.00 (+12.81%)156.00 (-0.51%)143.00 (-2.05%)117.00 (-10.69%)38.21 (+48.71%)
0999a9a — 2025-11-13 19:24:080.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)203.00 (n/a)156.80 (n/a)146.00 (n/a)131.00 (n/a)25.69 (n/a)

mem_copy_4_cols_2_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
003b49d — 2025-11-14 19:30:540.06 (+9.02%)0.05 (+5.59%)0.05 (+0.00%)0.04 (+3.63%)0.01 (+25.48%)193.00 (-3.50%)147.40 (-4.66%)147.00 (+0.00%)122.00 (-8.27%)25.24 (+7.48%)
0999a9a — 2025-11-13 19:24:080.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)200.00 (n/a)154.60 (n/a)147.00 (n/a)133.00 (n/a)23.48 (n/a)

mem_copy_4_cores_1_chans_2048_tile_512_False

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.09 (-3.98%)0.07 (+4.00%)0.07 (+7.04%)0.06 (+3.67%)0.01 (-15.76%)129.70 (-3.57%)113.30 (-4.50%)116.90 (-6.55%)90.40 (+4.15%)15.04 (-13.80%)
0a6c11c — 2025-12-04 00:39:100.09 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)134.50 (n/a)118.64 (n/a)125.10 (n/a)86.80 (n/a)17.45 (n/a)

mem_copy_4_cores_1_chans_2048_tile_512_False0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (-0.84%)0.06 (+19.80%)0.07 (+39.61%)0.05 (+32.14%)0.01 (-21.12%)177.30 (-24.33%)131.78 (-19.49%)117.20 (-28.36%)104.10 (+0.77%)29.88 (-38.53%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.05 (n/a)0.05 (n/a)0.03 (n/a)0.02 (n/a)234.30 (n/a)163.68 (n/a)163.60 (n/a)103.30 (n/a)48.61 (n/a)

mem_copy_4_cores_2_chans_2048_tile_512_False

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.08 (+9.57%)0.07 (+16.85%)0.07 (+19.58%)0.06 (+24.52%)0.01 (+1.05%)134.50 (-19.70%)116.64 (-14.92%)116.80 (-16.39%)98.00 (-8.75%)15.71 (-25.13%)
0a6c11c — 2025-12-04 00:39:100.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)167.50 (n/a)137.10 (n/a)139.70 (n/a)107.40 (n/a)20.99 (n/a)

mem_copy_4_cores_2_chans_2048_tile_512_False0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (+18.50%)0.06 (+11.80%)0.06 (+7.79%)0.05 (+3.40%)0.01 (+126.53%)150.40 (-3.28%)130.20 (-9.09%)134.40 (-7.25%)106.30 (-15.57%)20.80 (+87.38%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.00 (n/a)155.50 (n/a)143.22 (n/a)144.90 (n/a)125.90 (n/a)11.10 (n/a)

mem_copy_8_cols_1_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
003b49d — 2025-11-14 19:30:540.05 (-13.48%)0.05 (-17.79%)0.05 (-15.33%)0.03 (-25.09%)0.01 (+6.67%)267.00 (+33.50%)176.80 (+24.51%)150.00 (+18.11%)141.00 (+15.57%)47.41 (+61.41%)
0999a9a — 2025-11-13 19:24:080.06 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)200.00 (n/a)142.00 (n/a)127.00 (n/a)122.00 (n/a)29.37 (n/a)

mem_copy_8_cols_2_channels_2048_tile_128

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
003b49d — 2025-11-14 19:30:540.05 (+13.38%)0.05 (+23.85%)0.05 (+37.91%)0.05 (+30.72%)0.00 (-56.85%)166.00 (-23.50%)153.40 (-20.60%)153.00 (-27.49%)142.00 (-11.80%)7.63 (-70.60%)
0999a9a — 2025-11-13 19:24:080.05 (n/a)0.04 (n/a)0.04 (n/a)0.04 (n/a)0.01 (n/a)217.00 (n/a)193.20 (n/a)211.00 (n/a)161.00 (n/a)25.96 (n/a)

mem_copy_8_cores_1_chans_2048_tile_256_False

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.09 (+16.31%)0.08 (+15.34%)0.08 (+14.60%)0.07 (+19.30%)0.01 (-5.41%)117.30 (-16.15%)107.80 (-13.61%)108.50 (-12.78%)94.10 (-13.99%)8.29 (-32.01%)
0a6c11c — 2025-12-04 00:39:100.07 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)139.90 (n/a)124.78 (n/a)124.40 (n/a)109.40 (n/a)12.20 (n/a)

mem_copy_8_cores_1_chans_2048_tile_256_False0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.06 (-5.42%)0.05 (+8.52%)0.05 (+14.28%)0.05 (+16.19%)0.00 (-45.63%)162.60 (-13.92%)150.72 (-9.22%)150.30 (-12.51%)131.70 (+5.78%)12.69 (-48.56%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)188.90 (n/a)166.02 (n/a)171.80 (n/a)124.50 (n/a)24.67 (n/a)

mem_copy_8_cores_2_chans_2048_tile_256_False

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.09 (+12.61%)0.07 (-2.24%)0.07 (-8.85%)0.06 (+5.13%)0.01 (+35.50%)136.50 (-4.88%)120.86 (+2.96%)125.10 (+9.64%)91.60 (-11.15%)15.72 (+10.46%)
0a6c11c — 2025-12-04 00:39:100.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)143.50 (n/a)117.38 (n/a)114.10 (n/a)103.10 (n/a)14.23 (n/a)

mem_copy_8_cores_2_chans_2048_tile_256_False0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.06 (+5.22%)0.05 (+18.31%)0.06 (+16.03%)0.04 (+36.35%)0.01 (-27.28%)191.90 (-26.64%)158.66 (-18.18%)146.60 (-13.82%)134.40 (-5.02%)25.18 (-49.99%)
588c3b9 — 2025-12-12 05:28:050.06 (n/a)0.04 (n/a)0.05 (n/a)0.03 (n/a)0.01 (n/a)261.60 (n/a)193.92 (n/a)170.10 (n/a)141.50 (n/a)50.34 (n/a)

mha

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.18 (+0.16%)0.18 (+0.19%)0.18 (+0.12%)0.18 (+0.32%)0.00 (-52.24%)47253.90 (-0.32%)47213.70 (-0.19%)47210.90 (-0.12%)47167.70 (-0.16%)28.71 (-52.47%)
0a6c11c — 2025-12-04 00:39:100.18 (n/a)0.18 (n/a)0.18 (n/a)0.18 (n/a)0.00 (n/a)47405.00 (n/a)47301.72 (n/a)47265.90 (n/a)47241.80 (n/a)60.40 (n/a)

mha0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.18 (-0.01%)0.18 (+0.01%)0.18 (-0.05%)0.18 (+0.16%)0.00 (-29.06%)47324.40 (-0.16%)47273.96 (-0.01%)47304.00 (+0.05%)47197.40 (+0.01%)58.00 (-29.14%)
588c3b9 — 2025-12-12 05:28:050.18 (n/a)0.18 (n/a)0.18 (n/a)0.18 (n/a)0.00 (n/a)47400.00 (n/a)47277.08 (n/a)47282.50 (n/a)47190.60 (n/a)81.85 (n/a)

relu_1_cols_1_channels_2048_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (+5.70%)0.06 (+1.50%)0.06 (+1.21%)0.05 (+1.36%)0.01 (+35.56%)159.10 (-1.30%)135.52 (-0.46%)135.10 (-1.24%)111.70 (-5.42%)23.43 (+29.41%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)161.20 (n/a)136.14 (n/a)136.80 (n/a)118.10 (n/a)18.10 (n/a)

relu_2_cols_1_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (-5.48%)0.06 (+0.33%)0.06 (-7.96%)0.05 (+1.26%)0.01 (-13.97%)157.00 (-1.26%)129.58 (-1.17%)131.20 (+8.61%)107.90 (+5.89%)21.63 (-16.76%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.07 (n/a)0.05 (n/a)0.01 (n/a)159.00 (n/a)131.12 (n/a)120.80 (n/a)101.90 (n/a)25.98 (n/a)

relu_4_cols_1_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.09 (+25.99%)0.05 (+6.09%)0.05 (+4.42%)0.03 (-25.21%)0.02 (+40.10%)297.40 (+33.66%)171.66 (+0.42%)159.50 (-4.26%)95.60 (-20.66%)75.25 (+53.18%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)222.50 (n/a)170.94 (n/a)166.60 (n/a)120.50 (n/a)49.13 (n/a)

relu_8_cols_1_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (+20.06%)0.06 (+9.43%)0.06 (+18.29%)0.04 (-21.75%)0.01 (+121.57%)233.30 (+27.84%)150.78 (-3.75%)129.60 (-15.46%)112.80 (-16.69%)48.05 (+147.29%)
588c3b9 — 2025-12-12 05:28:050.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)182.50 (n/a)156.66 (n/a)153.30 (n/a)135.40 (n/a)19.43 (n/a)

rms_norm_1_cols_1_channels_2048_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (-10.10%)0.06 (-10.02%)0.05 (-10.97%)0.05 (-3.39%)0.01 (-40.87%)165.10 (+3.51%)148.48 (+9.73%)152.50 (+12.30%)125.80 (+11.23%)15.06 (-31.60%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)159.50 (n/a)135.32 (n/a)135.80 (n/a)113.10 (n/a)22.01 (n/a)

rms_norm_1_cols_2_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (+24.44%)0.06 (+1.02%)0.05 (-11.03%)0.05 (-11.26%)0.01 (+125.81%)179.60 (+12.67%)146.36 (+2.39%)159.90 (+12.37%)99.10 (-19.63%)31.49 (+97.10%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)159.40 (n/a)142.94 (n/a)142.30 (n/a)123.30 (n/a)15.98 (n/a)

rms_norm_2_cols_1_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (-10.43%)0.06 (-3.99%)0.06 (+2.18%)0.05 (-3.18%)0.01 (-17.85%)169.30 (+3.29%)148.96 (+3.88%)145.30 (-2.09%)125.30 (+11.68%)19.33 (-0.52%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)163.90 (n/a)143.40 (n/a)148.40 (n/a)112.20 (n/a)19.43 (n/a)

rms_norm_2_cols_2_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (-4.95%)0.06 (+10.38%)0.06 (+15.02%)0.05 (+14.30%)0.01 (-37.28%)156.20 (-12.49%)131.16 (-10.75%)128.20 (-13.08%)120.30 (+5.25%)14.60 (-41.49%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)178.50 (n/a)146.96 (n/a)147.50 (n/a)114.30 (n/a)24.96 (n/a)

rms_norm_4_cols_1_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (+16.93%)0.06 (+14.63%)0.07 (+23.64%)0.05 (+4.29%)0.01 (+41.99%)161.00 (-4.11%)132.10 (-11.95%)123.30 (-19.09%)104.10 (-14.53%)22.71 (+16.59%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)167.90 (n/a)150.02 (n/a)152.40 (n/a)121.80 (n/a)19.48 (n/a)

rms_norm_4_cols_2_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.06 (-22.03%)0.05 (-12.37%)0.05 (-15.47%)0.05 (+16.11%)0.00 (-68.24%)179.20 (-13.89%)164.08 (+9.61%)161.70 (+18.29%)146.20 (+28.25%)13.14 (-65.07%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)208.10 (n/a)149.70 (n/a)136.70 (n/a)114.00 (n/a)37.61 (n/a)

rms_norm_8_cols_1_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (+32.01%)0.05 (+3.51%)0.05 (-0.17%)0.03 (-34.73%)0.02 (+279.47%)314.00 (+53.25%)191.28 (+6.43%)172.10 (+0.17%)123.50 (-24.23%)75.00 (+347.66%)
588c3b9 — 2025-12-12 05:28:050.05 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.00 (n/a)204.90 (n/a)179.72 (n/a)171.80 (n/a)163.00 (n/a)16.75 (n/a)

rms_norm_8_cols_2_channels_2048_tile_128

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.06 (-14.48%)0.05 (+2.63%)0.05 (+8.14%)0.05 (+14.13%)0.00 (-56.29%)174.50 (-12.40%)159.74 (-4.83%)166.60 (-7.50%)144.00 (+16.88%)13.51 (-55.08%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)199.20 (n/a)167.84 (n/a)180.10 (n/a)123.20 (n/a)30.07 (n/a)

rope_1_cols_2_channels_4096_tile_4096_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.22 (-11.24%)0.18 (-13.92%)0.18 (-16.99%)0.16 (-3.46%)0.02 (-16.98%)151.20 (+3.63%)135.04 (+15.81%)135.10 (+20.41%)114.00 (+12.65%)16.25 (-4.60%)
588c3b9 — 2025-12-12 05:28:050.24 (n/a)0.21 (n/a)0.22 (n/a)0.17 (n/a)0.03 (n/a)145.90 (n/a)116.60 (n/a)112.20 (n/a)101.20 (n/a)17.03 (n/a)

rope_2_cols_2_channels_4096_tile_2048_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.27 (+11.50%)0.20 (+1.98%)0.18 (-8.66%)0.16 (-3.35%)0.05 (+38.63%)152.60 (+3.46%)126.82 (-0.46%)139.20 (+9.43%)89.90 (-10.37%)25.34 (+24.72%)
588c3b9 — 2025-12-12 05:28:050.25 (n/a)0.20 (n/a)0.19 (n/a)0.17 (n/a)0.03 (n/a)147.50 (n/a)127.40 (n/a)127.20 (n/a)100.30 (n/a)20.32 (n/a)

rope_4_cols_2_channels_4096_tile_1024_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.19 (-27.65%)0.18 (-12.41%)0.18 (-14.36%)0.15 (-4.97%)0.01 (-65.52%)162.20 (+5.26%)140.94 (+11.24%)137.00 (+16.79%)132.70 (+38.23%)12.19 (-51.09%)
588c3b9 — 2025-12-12 05:28:050.26 (n/a)0.20 (n/a)0.21 (n/a)0.16 (n/a)0.04 (n/a)154.10 (n/a)126.70 (n/a)117.30 (n/a)96.00 (n/a)24.93 (n/a)

rope_8_cols_2_channels_4096_tile_512_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.20 (-1.95%)0.16 (-5.10%)0.16 (-0.61%)0.14 (-6.30%)0.02 (+7.90%)179.40 (+6.72%)153.56 (+5.76%)151.20 (+0.60%)125.70 (+2.03%)21.30 (+19.03%)
588c3b9 — 2025-12-12 05:28:050.20 (n/a)0.17 (n/a)0.16 (n/a)0.15 (n/a)0.02 (n/a)168.10 (n/a)145.20 (n/a)150.30 (n/a)123.20 (n/a)17.90 (n/a)

sigmoid_1_cols_1_channels_2048_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (+4.38%)0.06 (+2.19%)0.06 (+6.00%)0.05 (-2.52%)0.01 (+18.88%)159.20 (+2.64%)136.48 (-1.71%)132.50 (-5.69%)114.40 (-4.19%)18.92 (+17.25%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)155.10 (n/a)138.86 (n/a)140.50 (n/a)119.40 (n/a)16.13 (n/a)

sigmoid_2_cols_1_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (-2.47%)0.06 (+4.12%)0.07 (+11.72%)0.06 (+2.45%)0.00 (-24.62%)141.30 (-2.42%)128.24 (-4.17%)123.50 (-10.51%)123.00 (+2.50%)7.95 (-24.82%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.06 (n/a)0.01 (n/a)144.80 (n/a)133.82 (n/a)138.00 (n/a)120.00 (n/a)10.57 (n/a)

sigmoid_4_cols_1_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (+0.92%)0.06 (-5.15%)0.06 (-5.92%)0.05 (-10.32%)0.01 (+79.57%)173.20 (+11.53%)149.56 (+6.78%)148.10 (+6.32%)123.70 (-0.88%)21.91 (+101.99%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.00 (n/a)155.30 (n/a)140.06 (n/a)139.30 (n/a)124.80 (n/a)10.85 (n/a)

sigmoid_8_cols_1_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (+5.29%)0.05 (-13.83%)0.05 (-8.06%)0.03 (-36.87%)0.02 (+76.54%)273.60 (+58.43%)188.22 (+25.78%)172.20 (+8.78%)106.10 (-5.01%)64.53 (+169.80%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)172.70 (n/a)149.64 (n/a)158.30 (n/a)111.70 (n/a)23.92 (n/a)

silu_1_cols_1_channels_2048_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (-4.31%)0.06 (-1.27%)0.07 (+0.94%)0.04 (-10.53%)0.01 (+10.30%)184.50 (+11.82%)137.88 (+2.32%)123.00 (-0.89%)112.70 (+4.55%)31.32 (+23.37%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.07 (n/a)0.05 (n/a)0.01 (n/a)165.00 (n/a)134.76 (n/a)124.10 (n/a)107.80 (n/a)25.39 (n/a)

silu_2_cols_1_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (+21.32%)0.06 (-1.16%)0.06 (-4.16%)0.04 (-18.69%)0.01 (+180.54%)193.90 (+23.03%)147.82 (+5.02%)146.80 (+4.34%)104.10 (-17.51%)33.35 (+181.37%)
588c3b9 — 2025-12-12 05:28:050.06 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.00 (n/a)157.60 (n/a)140.76 (n/a)140.70 (n/a)126.20 (n/a)11.85 (n/a)

silu_4_cols_1_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (-11.22%)0.06 (-5.50%)0.06 (-4.43%)0.04 (+2.80%)0.01 (-35.22%)188.10 (-2.69%)148.00 (+3.57%)142.60 (+4.62%)121.90 (+12.66%)24.38 (-27.28%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)193.30 (n/a)142.90 (n/a)136.30 (n/a)108.20 (n/a)33.52 (n/a)

silu_8_cols_1_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.10 (+46.18%)0.07 (+27.20%)0.06 (+14.13%)0.06 (+27.74%)0.02 (+110.25%)134.00 (-21.73%)120.32 (-19.87%)131.10 (-12.37%)82.80 (-31.57%)21.43 (+11.73%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)171.20 (n/a)150.16 (n/a)149.60 (n/a)121.00 (n/a)19.18 (n/a)

softmax_1_cols_2_channels_4096_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.14 (+9.91%)0.12 (+20.18%)0.12 (+4.22%)0.11 (+92.52%)0.01 (-63.81%)150.30 (-48.06%)137.38 (-23.28%)137.30 (-4.05%)119.90 (-8.96%)11.18 (-83.13%)
588c3b9 — 2025-12-12 05:28:050.12 (n/a)0.10 (n/a)0.11 (n/a)0.06 (n/a)0.03 (n/a)289.40 (n/a)179.06 (n/a)143.10 (n/a)131.70 (n/a)66.28 (n/a)

softmax_2_cols_2_channels_4096_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.12 (-15.55%)0.11 (-8.95%)0.12 (-4.31%)0.10 (-6.12%)0.01 (-50.69%)167.00 (+6.51%)146.22 (+8.25%)142.00 (+4.49%)131.30 (+18.39%)13.43 (-37.96%)
588c3b9 — 2025-12-12 05:28:050.15 (n/a)0.12 (n/a)0.12 (n/a)0.10 (n/a)0.02 (n/a)156.80 (n/a)135.08 (n/a)135.90 (n/a)110.90 (n/a)21.65 (n/a)

softmax_2_cols_2_channels_4096_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.14 (+7.15%)0.10 (-8.53%)0.09 (-21.79%)0.07 (-3.08%)0.03 (+13.46%)226.40 (+3.19%)167.62 (+10.17%)175.70 (+27.87%)115.40 (-6.63%)41.39 (+5.62%)
588c3b9 — 2025-12-12 05:28:050.13 (n/a)0.11 (n/a)0.12 (n/a)0.07 (n/a)0.02 (n/a)219.40 (n/a)152.14 (n/a)137.40 (n/a)123.60 (n/a)39.19 (n/a)

swiglu

No metrics available.

swiglu_decode_1x2048x2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:490.00 (-15.46%)0.00 (-27.20%)0.00 (-28.17%)0.00 (-33.90%)0.00 (+1834.83%)5187.20 (+51.28%)4720.84 (+38.38%)4750.90 (+39.22%)4015.10 (+18.29%)390.23 (+3298.45%)
0a6c11c — 2025-12-04 00:39:100.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)3428.80 (n/a)3411.62 (n/a)3412.60 (n/a)3394.20 (n/a)11.48 (n/a)

swiglu_decode_1x2048x2048_0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.00 (-25.66%)0.00 (-13.80%)0.00 (-1.79%)0.00 (-0.79%)0.00 (-78.55%)5177.00 (+0.80%)4886.50 (+12.64%)4902.20 (+1.82%)4603.60 (+34.52%)246.83 (-70.19%)
588c3b9 — 2025-12-12 05:28:050.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)5135.90 (n/a)4338.00 (n/a)4814.60 (n/a)3422.20 (n/a)828.02 (n/a)

tanh_1_cols_1_channels_2048_tile_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.09 (+11.90%)0.06 (+2.31%)0.06 (+2.98%)0.05 (-8.95%)0.02 (+40.78%)174.00 (+9.85%)139.28 (+0.01%)142.70 (-2.86%)90.50 (-10.57%)31.37 (+34.28%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)158.40 (n/a)139.26 (n/a)146.90 (n/a)101.20 (n/a)23.36 (n/a)

tanh_2_cols_1_channels_2048_tile_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (+2.78%)0.06 (-0.38%)0.06 (-4.75%)0.05 (-0.82%)0.01 (+13.94%)163.50 (+0.80%)136.64 (+1.18%)140.80 (+5.00%)96.50 (-2.72%)26.65 (+13.59%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)162.20 (n/a)135.04 (n/a)134.10 (n/a)99.20 (n/a)23.46 (n/a)

tanh_4_cols_1_channels_2048_tile_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (-2.14%)0.06 (-6.44%)0.06 (+1.80%)0.04 (-11.61%)0.01 (-7.04%)204.00 (+13.08%)150.24 (+6.98%)146.10 (-1.75%)109.10 (+2.15%)34.78 (+12.39%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)180.40 (n/a)140.44 (n/a)148.70 (n/a)106.80 (n/a)30.95 (n/a)

tanh_8_cols_1_channels_2048_tile_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (+33.56%)0.06 (+19.98%)0.06 (+21.25%)0.04 (+3.19%)0.01 (+78.69%)225.50 (-3.09%)154.82 (-14.06%)143.50 (-17.53%)111.00 (-25.15%)43.24 (+32.08%)
588c3b9 — 2025-12-12 05:28:050.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)232.70 (n/a)180.14 (n/a)174.00 (n/a)148.30 (n/a)32.74 (n/a)

transpose_2048_M_64_N_1_cols_1_channels_64_m_64_n_8_s

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:493.93 (-7.02%)3.68 (+2.48%)3.66 (+1.82%)3.45 (+15.62%)0.15 (-63.64%)151.80 (-13.50%)142.70 (-3.59%)143.40 (-1.78%)133.50 (+7.49%)5.90 (-66.22%)
0a6c11c — 2025-12-04 00:39:104.22 (n/a)3.59 (n/a)3.59 (n/a)2.99 (n/a)0.42 (n/a)175.50 (n/a)148.02 (n/a)146.00 (n/a)124.20 (n/a)17.46 (n/a)

transpose_2048_M_64_N_1_cols_1_channels_64_m_64_n_8_s0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:303.88 (-0.76%)3.64 (+7.75%)3.63 (+0.45%)3.41 (+27.80%)0.18 (-66.75%)153.70 (-21.74%)144.32 (-9.05%)144.50 (-0.48%)135.20 (+0.75%)7.13 (-73.78%)
588c3b9 — 2025-12-12 05:28:053.91 (n/a)3.38 (n/a)3.61 (n/a)2.67 (n/a)0.54 (n/a)196.40 (n/a)158.68 (n/a)145.20 (n/a)134.20 (n/a)27.19 (n/a)

transpose_2048_M_64_N_1_cols_2_channels_64_m_64_n_8_s

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
130b6ea — 2025-12-05 21:15:495.11 (+15.57%)3.85 (-3.32%)3.40 (-18.64%)3.29 (+7.09%)0.71 (+49.14%)159.60 (-6.61%)140.18 (+4.80%)154.20 (+22.97%)102.60 (-13.49%)22.70 (+19.77%)
0a6c11c — 2025-12-04 00:39:104.42 (n/a)3.99 (n/a)4.18 (n/a)3.07 (n/a)0.48 (n/a)170.90 (n/a)133.76 (n/a)125.40 (n/a)118.60 (n/a)18.95 (n/a)

transpose_2048_M_64_N_1_cols_2_channels_64_m_64_n_8_s0

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:304.40 (+1.13%)3.94 (-4.28%)3.98 (-2.54%)3.46 (-10.77%)0.36 (+92.96%)151.60 (+12.05%)133.80 (+4.99%)131.80 (+2.57%)119.20 (-1.08%)12.37 (+114.54%)
588c3b9 — 2025-12-12 05:28:054.35 (n/a)4.12 (n/a)4.08 (n/a)3.88 (n/a)0.19 (n/a)135.30 (n/a)127.44 (n/a)128.50 (n/a)120.50 (n/a)5.76 (n/a)

weighted_rms_norm_1_cols_2_channels_2048_weights_2048

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.06 (-14.23%)0.05 (-10.23%)0.05 (+7.51%)0.03 (-31.35%)0.01 (-2.45%)240.80 (+45.67%)164.74 (+13.36%)151.60 (-6.99%)129.80 (+16.62%)44.38 (+66.98%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)165.30 (n/a)145.32 (n/a)163.00 (n/a)111.30 (n/a)26.58 (n/a)

weighted_rms_norm_2_cols_2_channels_2048_weights_1024

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.06 (-21.73%)0.05 (-18.17%)0.05 (-18.42%)0.04 (-26.89%)0.01 (-18.60%)226.80 (+36.79%)167.28 (+22.77%)167.90 (+22.55%)132.20 (+27.85%)36.86 (+42.74%)
588c3b9 — 2025-12-12 05:28:050.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)165.80 (n/a)136.26 (n/a)137.00 (n/a)103.40 (n/a)25.82 (n/a)

weighted_rms_norm_4_cols_2_channels_2048_weights_512

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.08 (+23.26%)0.06 (+5.95%)0.06 (-1.51%)0.05 (+3.12%)0.01 (+68.75%)171.70 (-2.99%)140.88 (-3.88%)147.30 (+1.52%)97.80 (-18.91%)26.91 (+26.52%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)177.00 (n/a)146.56 (n/a)145.10 (n/a)120.60 (n/a)21.27 (n/a)

weighted_rms_norm_8_cols_2_channels_2048_weights_256

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)Latency (max)Latency (mean)Latency (median)Latency (min)Latency (stddev)
0f5894b — 2025-12-16 21:22:300.07 (+0.27%)0.05 (-12.63%)0.05 (-13.06%)0.04 (-19.10%)0.01 (+32.61%)228.80 (+23.61%)176.80 (+17.07%)168.50 (+15.02%)121.60 (-0.33%)39.72 (+60.17%)
588c3b9 — 2025-12-12 05:28:050.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)185.10 (n/a)151.02 (n/a)146.50 (n/a)122.00 (n/a)24.80 (n/a)

@hunhoffe hunhoffe marked this pull request as ready for review December 16, 2025 21:37
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📊 Test Results for Test Example Applications

0f5894b (2025_12_16_21_37_20)

IRONCLAD

Tested on 2025_12_16_21_37_20 at commit 0f5894b.

Test Checks TTFT (mean)TPS (mean)
llama_3.2_1b_prompt_13_tokens_1 ✅ 1/1 0.63 0.00
llama_3.2_1b_prompt_13_tokens_40 ✅ 1/1 0.61 5.11
llama_3.2_1b_prompt_2048_tokens_1 ✅ 1/1 4.35 0.00
llama_3.2_1b_prompt_2048_tokens_40 ✅ 1/1 4.40 4.67
📈 Trends (vs main branch) for Test Example Applications

0f5894b (2025_12_16_21_37_20)

IRONCLAD Trends

llama_3.2_1b

Commit/Date Num Tokens (max)Num Tokens (mean)Num Tokens (median)Num Tokens (min)Num Tokens (stddev)TPS (max)TPS (mean)TPS (median)TPS (min)TPS (stddev)TTFT (max)TTFT (mean)TTFT (median)TTFT (min)TTFT (stddev)Total (max)Total (mean)Total (median)Total (min)Total (stddev)
130b6ea — 2025-12-05 21:33:1240.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)0.00 (n/a)4.71 (-0.42%)4.64 (-0.09%)4.64 (+0.65%)4.55 (-0.22%)0.05 (-17.66%)4.41 (-0.34%)4.39 (-0.19%)4.38 (-0.33%)4.37 (-0.15%)0.01 (-25.90%)12.96 (-0.00%)12.80 (+0.07%)12.80 (-0.23%)12.67 (+0.44%)0.09 (-21.12%)
0a6c11c — 2025-12-03 23:35:1540.00 (n/a)40.00 (n/a)40.00 (n/a)40.00 (n/a)0.00 (n/a)4.73 (n/a)4.64 (n/a)4.61 (n/a)4.56 (n/a)0.06 (n/a)4.42 (n/a)4.40 (n/a)4.40 (n/a)4.37 (n/a)0.02 (n/a)12.96 (n/a)12.79 (n/a)12.83 (n/a)12.62 (n/a)0.12 (n/a)

llama_3.2_1b_prompt_13_tokens_1

Commit/Date Num_Tokens (max)Num_Tokens (mean)Num_Tokens (median)Num_Tokens (min)Num_Tokens (stddev)TPS (max)TPS (mean)TPS (median)TPS (min)TPS (stddev)TTFT (max)TTFT (mean)TTFT (median)TTFT (min)TTFT (stddev)
0f5894b — 2025-12-16 21:32:151.00 (+0.00%)1.00 (+0.00%)1.00 (+0.00%)1.00 (+0.00%)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.63 (+2.54%)0.63 (+2.54%)0.63 (+2.54%)0.63 (+2.54%)0.00 (n/a)
588c3b9 — 2025-12-12 04:47:231.00 (n/a)1.00 (n/a)1.00 (n/a)1.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.62 (n/a)0.62 (n/a)0.62 (n/a)0.62 (n/a)0.00 (n/a)

llama_3.2_1b_prompt_13_tokens_40

Commit/Date Num_Tokens (max)Num_Tokens (mean)Num_Tokens (median)Num_Tokens (min)Num_Tokens (stddev)TPS (max)TPS (mean)TPS (median)TPS (min)TPS (stddev)TTFT (max)TTFT (mean)TTFT (median)TTFT (min)TTFT (stddev)
0f5894b — 2025-12-16 21:32:1540.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)0.00 (n/a)5.11 (+2.82%)5.11 (+2.82%)5.11 (+2.82%)5.11 (+2.82%)0.00 (n/a)0.61 (-0.10%)0.61 (-0.10%)0.61 (-0.10%)0.61 (-0.10%)0.00 (n/a)
588c3b9 — 2025-12-12 04:47:2340.00 (n/a)40.00 (n/a)40.00 (n/a)40.00 (n/a)0.00 (n/a)4.97 (n/a)4.97 (n/a)4.97 (n/a)4.97 (n/a)0.00 (n/a)0.61 (n/a)0.61 (n/a)0.61 (n/a)0.61 (n/a)0.00 (n/a)

llama_3.2_1b_prompt_2048_tokens_1

Commit/Date Num_Tokens (max)Num_Tokens (mean)Num_Tokens (median)Num_Tokens (min)Num_Tokens (stddev)TPS (max)TPS (mean)TPS (median)TPS (min)TPS (stddev)TTFT (max)TTFT (mean)TTFT (median)TTFT (min)TTFT (stddev)
0f5894b — 2025-12-16 21:32:151.00 (+0.00%)1.00 (+0.00%)1.00 (+0.00%)1.00 (+0.00%)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)4.35 (-0.11%)4.35 (-0.11%)4.35 (-0.11%)4.35 (-0.11%)0.00 (n/a)
588c3b9 — 2025-12-12 04:47:231.00 (n/a)1.00 (n/a)1.00 (n/a)1.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)4.35 (n/a)4.35 (n/a)4.35 (n/a)4.35 (n/a)0.00 (n/a)

llama_3.2_1b_prompt_2048_tokens_40

Commit/Date Num_Tokens (max)Num_Tokens (mean)Num_Tokens (median)Num_Tokens (min)Num_Tokens (stddev)TPS (max)TPS (mean)TPS (median)TPS (min)TPS (stddev)TTFT (max)TTFT (mean)TTFT (median)TTFT (min)TTFT (stddev)
0f5894b — 2025-12-16 21:32:1540.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)0.00 (n/a)4.67 (+1.74%)4.67 (+1.74%)4.67 (+1.74%)4.67 (+1.74%)0.00 (n/a)4.40 (+1.15%)4.40 (+1.15%)4.40 (+1.15%)4.40 (+1.15%)0.00 (n/a)
588c3b9 — 2025-12-12 04:47:2340.00 (n/a)40.00 (n/a)40.00 (n/a)40.00 (n/a)0.00 (n/a)4.59 (n/a)4.59 (n/a)4.59 (n/a)4.59 (n/a)0.00 (n/a)4.35 (n/a)4.35 (n/a)4.35 (n/a)4.35 (n/a)0.00 (n/a)

@hunhoffe hunhoffe merged commit 87e12ba into devel Dec 16, 2025
4 checks passed
@hunhoffe hunhoffe deleted the mlir-aie-update-fixes branch December 16, 2025 21:51
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