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Fix padding in SwiGLU operator; fix call to softmax in llama #50

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Merged
andrej merged 7 commits into from
Dec 12, 2025
Merged

Fix padding in SwiGLU operator; fix call to softmax in llama #50

andrej merged 7 commits into from
Dec 12, 2025

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@andrej andrej commented Dec 5, 2025 •
edited by kurtis-b-1
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A couple small stability fixes in response to #43.

Changed

  • Runlist-based SwiGLU is now padding-aware. Previously, its sub-operators would silently add padding but SwiGLU would not account for this in its allocated buffer sizes, leading to memory corruption by XRT.
  • The softmax kernel constructor was slightly changed in a recent PR and the change hadn't percolated to the callsite in llama. Thsi fixes that, so that regular_mha: true works again.

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.

@andrej andrej marked this pull request as ready for review December 5, 2025 22:43
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📊 Test Results for Test Example Applications

725bac0 (2025_12_05_23_07_46)

IRONCLAD

Tested on 2025_12_05_23_07_46 at commit 725bac0.

Test Checks TTFT (mean)TPS (mean)
llama_3.2_1b ✅ 5/5 4.38 4.60
📈 Trends (vs main branch) for Test Example Applications

725bac0 (2025_12_05_23_07_46)

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)
725bac0 — 2025-12-05 23:02:5940.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)0.00 (n/a)4.70 (-0.21%)4.60 (-0.86%)4.57 (-1.51%)4.53 (-0.44%)0.07 (+27.40%)4.42 (+0.30%)4.38 (-0.09%)4.38 (-0.07%)4.36 (-0.13%)0.02 (+49.03%)12.99 (+0.28%)12.87 (+0.53%)12.92 (+0.92%)12.73 (+0.43%)0.11 (+19.35%)
130b6ea — 2025-12-05 21:33:1240.00 (n/a)40.00 (n/a)40.00 (n/a)40.00 (n/a)0.00 (n/a)4.71 (n/a)4.64 (n/a)4.64 (n/a)4.55 (n/a)0.05 (n/a)4.41 (n/a)4.39 (n/a)4.38 (n/a)4.37 (n/a)0.01 (n/a)12.96 (n/a)12.80 (n/a)12.80 (n/a)12.67 (n/a)0.09 (n/a)

@andrej andrej requested a review from kurtis-b-1 December 5, 2025 23:10
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📊 Test Results for Small Benchmark/Test Suite

725bac0 (2025_12_05_23_33_18)

IRONCLAD

Tested on 2025_12_05_23_33_18 at commit 725bac0.

Test Checks Latency (mean)Bandwidth (mean)GFLOP/s (mean)
axpy_1_cols_2_channels_2048_tile_2048_3.0 ✅ 5/5 130.76 0.10 n/a
axpy_2_cols_2_channels_2048_tile_1024_3.0 ✅ 5/5 134.90 0.09 n/a
axpy_4_cols_2_channels_2048_tile_512_3.0 ✅ 5/5 156.56 0.08 n/a
axpy_8_cols_2_channels_2048_tile_256_3.0 ✅ 5/5 141.42 0.09 n/a
dequant_1_cols_1_channels_2048_tile_2048 ✅ 5/5 108.54 0.05 n/a
dequant_1_cols_2_channels_2048_tile_1024 ✅ 5/5 98.96 0.06 n/a
dequant_2_cols_1_channels_2048_tile_1024 ✅ 5/5 110.80 0.05 n/a
dequant_2_cols_2_channels_2048_tile_512 ✅ 5/5 123.16 0.04 n/a
dequant_4_cols_1_channels_2048_tile_512 ✅ 5/5 136.08 0.04 n/a
dequant_4_cols_2_channels_2048_tile_256 ✅ 5/5 196.80 0.03 n/a
dequant_8_cols_1_channels_2048_tile_256 ✅ 5/5 134.94 0.04 n/a
dequant_8_cols_2_channels_2048_tile_128 ✅ 5/5 169.66 0.03 n/a
eltwise_add_1_cols_2_channels_2048_tile_2048 ✅ 5/5 146.96 0.09 n/a
eltwise_add_2_cols_2_channels_2048_tile_1024 ✅ 5/5 144.58 0.09 n/a
eltwise_add_4_cols_2_channels_2048_tile_512 ✅ 5/5 144.48 0.09 n/a
eltwise_add_8_cols_2_channels_2048_tile_256 ✅ 5/5 129.60 0.10 n/a
eltwise_mul_1_cols_2_channels_2048_tile_2048 ✅ 5/5 137.16 0.09 n/a
eltwise_mul_2_cols_2_channels_2048_tile_1024 ✅ 5/5 126.82 0.10 n/a
eltwise_mul_4_cols_2_channels_2048_tile_512 ✅ 5/5 118.68 0.11 n/a
eltwise_mul_8_cols_2_channels_2048_tile_256 ✅ 5/5 147.96 0.09 n/a
gelu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 127.36 0.07 n/a
gelu_1_cols_2_channels_2048_tile_1024 ✅ 5/5 113.44 0.07 n/a
gelu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 129.38 0.06 n/a
gelu_2_cols_2_channels_2048_tile_512 ✅ 5/5 125.42 0.07 n/a
gelu_4_cols_1_channels_2048_tile_512 ✅ 5/5 114.62 0.07 n/a
gelu_4_cols_2_channels_2048_tile_256 ✅ 5/5 149.86 0.05 n/a
gelu_8_cols_1_channels_2048_tile_256 ✅ 5/5 141.82 0.06 n/a
gelu_8_cols_2_channels_2048_tile_128 ✅ 5/5 162.14 0.05 n/a
gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_0_ccolmaj_0 ✅ 5/5 24498.42 1.03 n/a
gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_1_ccolmaj_0 ✅ 5/5 25974.70 0.97 n/a
gemm_2048x2048x2048_64x64x64_2_cols_1_bcolmaj_0_ccolmaj_0 ✅ 5/5 27535.96 0.91 n/a
layer_norm_1_cols_1_channels_2048_tile_2048 ✅ 5/5 133.22 0.06 n/a
layer_norm_1_cols_2_channels_2048_tile_1024 ✅ 5/5 130.22 0.06 n/a
layer_norm_2_cols_1_channels_2048_tile_1024 ✅ 5/5 136.18 0.06 n/a
layer_norm_2_cols_2_channels_2048_tile_512 ✅ 5/5 123.58 0.07 n/a
layer_norm_4_cols_1_channels_2048_tile_512 ✅ 5/5 121.36 0.07 n/a
layer_norm_4_cols_2_channels_2048_tile_256 ✅ 5/5 122.58 0.07 n/a
layer_norm_8_cols_1_channels_2048_tile_256 ✅ 5/5 112.50 0.07 n/a
layer_norm_8_cols_2_channels_2048_tile_128 ✅ 5/5 155.96 0.05 n/a
matrix_vector_mul_128x128_32_1col ✅ 5/5 n/a 0.25 n/a
matrix_vector_mul_2048x8192_1_1col ✅ 5/5 n/a 13.28 n/a
matrix_vector_mul_2048x8192_1_2col ✅ 5/5 n/a 24.22 n/a
matrix_vector_mul_2048x8192_1_4col ✅ 5/5 n/a 39.63 n/a
matrix_vector_mul_2048x8192_1_8col ✅ 5/5 n/a 44.17 n/a
matrix_vector_mul_8192x2048_4_1col ✅ 5/5 n/a 12.95 n/a
matrix_vector_mul_8192x2048_4_2col ✅ 5/5 n/a 22.85 n/a
matrix_vector_mul_8192x2048_4_4col ✅ 5/5 n/a 38.96 n/a
matrix_vector_mul_8192x2048_4_8col ✅ 5/5 n/a 45.93 n/a
mem_copy_16_cores_2_chans_2048_tile_128_False ✅ 5/5 150.90 0.05 n/a
mem_copy_1_cores_1_chans_2048_tile_2048_False ✅ 5/5 127.80 0.07 n/a
mem_copy_2_cores_1_chans_2048_tile_1024_False ✅ 5/5 105.46 0.08 n/a
mem_copy_2_cores_2_chans_2048_tile_1024_False ✅ 5/5 128.24 0.06 n/a
mem_copy_4_cores_1_chans_2048_tile_512_False ✅ 5/5 116.10 0.07 n/a
mem_copy_4_cores_2_chans_2048_tile_512_False ✅ 5/5 126.38 0.07 n/a
mem_copy_8_cores_1_chans_2048_tile_256_False ✅ 5/5 146.10 0.06 n/a
mem_copy_8_cores_2_chans_2048_tile_256_False ✅ 5/5 126.14 0.07 n/a
mha ✅ 5/5 47287.78 0.18 n/a
relu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 125.08 0.07 n/a
relu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 130.00 0.06 n/a
relu_4_cols_1_channels_2048_tile_512 ✅ 5/5 145.68 0.06 n/a
relu_8_cols_1_channels_2048_tile_256 ✅ 5/5 176.50 0.06 n/a
rms_norm_1_cols_1_channels_2048_tile_2048 ✅ 5/5 139.74 0.06 n/a
rms_norm_1_cols_2_channels_2048_tile_1024 ✅ 5/5 116.20 0.07 n/a
rms_norm_2_cols_1_channels_2048_tile_1024 ✅ 5/5 122.02 0.07 n/a
rms_norm_2_cols_2_channels_2048_tile_512 ✅ 5/5 112.18 0.07 n/a
rms_norm_4_cols_1_channels_2048_tile_512 ✅ 5/5 137.66 0.06 n/a
rms_norm_4_cols_2_channels_2048_tile_256 ✅ 5/5 127.82 0.07 n/a
rms_norm_8_cols_1_channels_2048_tile_256 ✅ 5/5 156.52 0.05 n/a
rms_norm_8_cols_2_channels_2048_tile_128 ✅ 5/5 137.76 0.06 n/a
rope_1_cols_2_channels_4096_tile_4096_0 ✅ 5/5 127.50 0.21 n/a
rope_2_cols_2_channels_4096_tile_2048_0 ✅ 5/5 143.20 0.17 n/a
rope_4_cols_2_channels_4096_tile_1024_0 ✅ 5/5 135.12 0.18 n/a
rope_8_cols_2_channels_4096_tile_512_0 ✅ 5/5 169.30 0.15 n/a
sigmoid_1_cols_1_channels_2048_tile_2048 ✅ 5/5 132.30 0.06 n/a
sigmoid_2_cols_1_channels_2048_tile_1024 ✅ 5/5 120.94 0.07 n/a
sigmoid_4_cols_1_channels_2048_tile_512 ✅ 5/5 116.22 0.07 n/a
sigmoid_8_cols_1_channels_2048_tile_256 ✅ 5/5 132.68 0.07 n/a
silu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 106.92 0.08 n/a
silu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 136.36 0.06 n/a
silu_4_cols_1_channels_2048_tile_512 ✅ 5/5 99.08 0.08 n/a
silu_8_cols_1_channels_2048_tile_256 ✅ 5/5 144.16 0.06 n/a
softmax_1_cols_2_channels_4096_tile_2048 ✅ 5/5 126.30 0.13 n/a
softmax_2_cols_2_channels_4096_tile_1024 ✅ 5/5 135.02 0.12 n/a
softmax_2_cols_2_channels_4096_tile_512 ✅ 5/5 129.66 0.13 n/a
swiglu_decode_1x2048x2048 ✅ 5/5 3948.44 0.00 n/a
tanh_1_cols_1_channels_2048_tile_2048 ✅ 5/5 130.24 0.06 n/a
tanh_2_cols_1_channels_2048_tile_1024 ✅ 5/5 136.44 0.06 n/a
tanh_4_cols_1_channels_2048_tile_512 ✅ 5/5 101.40 0.08 n/a
tanh_8_cols_1_channels_2048_tile_256 ✅ 5/5 131.60 0.06 n/a
transpose_2048_M_64_N_1_cols_1_channels_64_m_64_n_8_s ✅ 5/5 138.94 3.79 n/a
transpose_2048_M_64_N_1_cols_2_channels_64_m_64_n_8_s ✅ 5/5 133.56 3.95 n/a
weighted_rms_norm_1_cols_2_channels_2048_weights_2048 ✅ 5/5 127.36 0.07 n/a
weighted_rms_norm_2_cols_2_channels_2048_weights_1024 ✅ 5/5 133.34 0.06 n/a
weighted_rms_norm_4_cols_2_channels_2048_weights_512 ✅ 5/5 130.42 0.07 n/a
weighted_rms_norm_8_cols_2_channels_2048_weights_256 ✅ 5/5 144.52 0.06 n/a
📈 Trends (vs main branch) for Small Benchmark/Test Suite

725bac0 (2025_12_05_23_33_18)

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)
725bac0 — 2025-12-05 23:20:090.13 (+3.46%)0.10 (-7.11%)0.09 (-13.08%)0.08 (+4.78%)0.02 (+11.41%)155.00 (-4.56%)130.76 (+8.10%)134.60 (+15.04%)91.20 (-3.39%)23.32 (+0.91%)
130b6ea — 2025-12-05 21:15:490.13 (n/a)0.11 (n/a)0.10 (n/a)0.08 (n/a)0.02 (n/a)162.40 (n/a)120.96 (n/a)117.00 (n/a)94.40 (n/a)23.11 (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)
725bac0 — 2025-12-05 23:20:090.12 (+11.47%)0.09 (+2.89%)0.10 (+16.45%)0.07 (-11.19%)0.02 (+67.75%)171.20 (+12.63%)134.90 (-0.41%)122.60 (-14.15%)103.20 (-10.26%)26.27 (+74.72%)
130b6ea — 2025-12-05 21:15:490.11 (n/a)0.09 (n/a)0.09 (n/a)0.08 (n/a)0.01 (n/a)152.00 (n/a)135.46 (n/a)142.80 (n/a)115.00 (n/a)15.03 (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)
725bac0 — 2025-12-05 23:20:090.09 (-23.73%)0.08 (-19.41%)0.08 (-20.66%)0.07 (-9.38%)0.01 (-54.27%)183.90 (+10.32%)156.56 (+21.57%)153.50 (+26.03%)136.30 (+31.18%)15.40 (-32.87%)
130b6ea — 2025-12-05 21:15:490.12 (n/a)0.10 (n/a)0.10 (n/a)0.07 (n/a)0.02 (n/a)166.70 (n/a)128.78 (n/a)121.80 (n/a)103.90 (n/a)22.95 (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)
725bac0 — 2025-12-05 23:20:090.10 (+8.17%)0.09 (+9.17%)0.09 (+6.26%)0.07 (-2.46%)0.01 (+22.15%)189.00 (+2.49%)141.42 (-7.68%)135.60 (-5.90%)117.50 (-7.55%)25.04 (+17.78%)
130b6ea — 2025-12-05 21:15:490.10 (n/a)0.08 (n/a)0.09 (n/a)0.07 (n/a)0.01 (n/a)184.40 (n/a)153.18 (n/a)144.10 (n/a)127.10 (n/a)21.26 (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)
725bac0 — 2025-12-05 23:20:090.07 (+43.40%)0.05 (+32.59%)0.05 (+30.72%)0.04 (+21.67%)0.01 (+97.74%)131.90 (-17.77%)108.54 (-23.09%)104.30 (-23.53%)79.70 (-30.27%)19.90 (+14.58%)
130b6ea — 2025-12-05 21:15:490.05 (n/a)0.04 (n/a)0.04 (n/a)0.03 (n/a)0.00 (n/a)160.40 (n/a)141.12 (n/a)136.40 (n/a)114.30 (n/a)17.37 (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)
725bac0 — 2025-12-05 23:20:090.07 (+12.91%)0.06 (+8.37%)0.06 (+0.49%)0.04 (+5.50%)0.01 (+31.39%)126.60 (-5.24%)98.96 (-6.71%)94.70 (-0.42%)77.80 (-11.49%)19.41 (+8.45%)
130b6ea — 2025-12-05 21:15:490.06 (n/a)0.05 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)133.60 (n/a)106.08 (n/a)95.10 (n/a)87.90 (n/a)17.90 (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)
725bac0 — 2025-12-05 23:20:090.05 (-22.75%)0.05 (-12.39%)0.05 (-12.82%)0.04 (+22.91%)0.00 (-78.35%)116.70 (-18.62%)110.80 (+9.68%)112.00 (+14.75%)102.20 (+29.53%)4.97 (-77.99%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)143.40 (n/a)101.02 (n/a)97.60 (n/a)78.90 (n/a)22.56 (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)
725bac0 — 2025-12-05 23:20:090.05 (+5.86%)0.04 (+2.73%)0.05 (-1.15%)0.03 (+6.24%)0.01 (+6.55%)150.30 (-5.89%)123.16 (-2.50%)110.30 (+1.19%)100.90 (-5.52%)22.20 (-1.25%)
130b6ea — 2025-12-05 21:15:490.05 (n/a)0.04 (n/a)0.05 (n/a)0.03 (n/a)0.01 (n/a)159.70 (n/a)126.32 (n/a)109.00 (n/a)106.80 (n/a)22.48 (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)
725bac0 — 2025-12-05 23:20:090.06 (+2.24%)0.04 (-10.26%)0.04 (-20.77%)0.03 (-2.58%)0.01 (+13.45%)160.20 (+2.63%)136.08 (+12.59%)145.00 (+26.20%)86.40 (-2.15%)27.01 (+10.72%)
130b6ea — 2025-12-05 21:15:490.06 (n/a)0.05 (n/a)0.05 (n/a)0.03 (n/a)0.01 (n/a)156.10 (n/a)120.86 (n/a)114.90 (n/a)88.30 (n/a)24.40 (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)
725bac0 — 2025-12-05 23:20:090.04 (-16.20%)0.03 (-25.88%)0.03 (-24.68%)0.02 (-41.36%)0.01 (+34.66%)286.70 (+70.55%)196.80 (+44.98%)175.50 (+32.75%)128.20 (+19.37%)62.87 (+174.46%)
130b6ea — 2025-12-05 21:15:490.05 (n/a)0.04 (n/a)0.04 (n/a)0.03 (n/a)0.01 (n/a)168.10 (n/a)135.74 (n/a)132.20 (n/a)107.40 (n/a)22.91 (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)
725bac0 — 2025-12-05 23:20:090.06 (+40.42%)0.04 (+9.48%)0.04 (+10.76%)0.03 (-2.05%)0.01 (+148.09%)174.00 (+2.11%)134.94 (-3.70%)122.60 (-9.72%)85.20 (-28.76%)33.36 (+85.96%)
130b6ea — 2025-12-05 21:15:490.04 (n/a)0.04 (n/a)0.04 (n/a)0.03 (n/a)0.00 (n/a)170.40 (n/a)140.12 (n/a)135.80 (n/a)119.60 (n/a)17.94 (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)
725bac0 — 2025-12-05 23:20:090.03 (-31.32%)0.03 (-8.91%)0.03 (+4.59%)0.03 (+1.63%)0.00 (-65.13%)195.00 (-1.61%)169.66 (+6.04%)158.90 (-4.39%)155.10 (+45.63%)15.64 (-47.63%)
130b6ea — 2025-12-05 21:15:490.05 (n/a)0.03 (n/a)0.03 (n/a)0.03 (n/a)0.01 (n/a)198.20 (n/a)160.00 (n/a)166.20 (n/a)106.50 (n/a)29.86 (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)
725bac0 — 2025-12-05 23:20:090.11 (-22.84%)0.09 (-15.24%)0.09 (+10.61%)0.07 (-10.29%)0.01 (-49.51%)173.00 (+11.47%)146.96 (+13.38%)138.60 (-9.59%)114.50 (+29.67%)22.17 (-27.22%)
130b6ea — 2025-12-05 21:15:490.14 (n/a)0.10 (n/a)0.08 (n/a)0.08 (n/a)0.03 (n/a)155.20 (n/a)129.62 (n/a)153.30 (n/a)88.30 (n/a)30.47 (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)
725bac0 — 2025-12-05 23:20:090.10 (-13.71%)0.09 (-12.29%)0.09 (-7.87%)0.07 (-2.68%)0.01 (-26.99%)169.50 (+2.79%)144.58 (+13.02%)132.90 (+8.58%)123.70 (+15.93%)19.34 (-10.12%)
130b6ea — 2025-12-05 21:15:490.12 (n/a)0.10 (n/a)0.10 (n/a)0.07 (n/a)0.02 (n/a)164.90 (n/a)127.92 (n/a)122.40 (n/a)106.70 (n/a)21.52 (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)
725bac0 — 2025-12-05 23:20:090.10 (-10.78%)0.09 (+4.03%)0.08 (+10.66%)0.07 (+8.70%)0.01 (-39.27%)169.30 (-7.99%)144.48 (-6.21%)150.70 (-9.65%)124.10 (+12.00%)17.32 (-39.61%)
130b6ea — 2025-12-05 21:15:490.11 (n/a)0.08 (n/a)0.07 (n/a)0.07 (n/a)0.02 (n/a)184.00 (n/a)154.04 (n/a)166.80 (n/a)110.80 (n/a)28.67 (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)
725bac0 — 2025-12-05 23:20:090.13 (+18.09%)0.10 (+14.65%)0.10 (+19.78%)0.07 (+0.20%)0.02 (+79.06%)177.60 (-0.17%)129.60 (-9.46%)119.20 (-16.47%)95.20 (-15.30%)32.22 (+50.26%)
130b6ea — 2025-12-05 21:15:490.11 (n/a)0.09 (n/a)0.09 (n/a)0.07 (n/a)0.01 (n/a)177.90 (n/a)143.14 (n/a)142.70 (n/a)112.40 (n/a)21.44 (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)
725bac0 — 2025-12-05 23:20:090.12 (+4.51%)0.09 (+1.09%)0.09 (-4.29%)0.07 (+4.68%)0.02 (+28.95%)176.70 (-4.49%)137.16 (+0.15%)138.60 (+4.45%)105.80 (-4.34%)28.04 (+9.67%)
130b6ea — 2025-12-05 21:15:490.11 (n/a)0.09 (n/a)0.09 (n/a)0.07 (n/a)0.01 (n/a)185.00 (n/a)136.96 (n/a)132.70 (n/a)110.60 (n/a)25.57 (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)
725bac0 — 2025-12-05 23:20:090.12 (-5.61%)0.10 (-7.08%)0.10 (-6.91%)0.07 (-27.06%)0.02 (+88.91%)167.50 (+37.07%)126.82 (+10.11%)124.90 (+7.39%)105.30 (+5.94%)22.66 (+172.61%)
130b6ea — 2025-12-05 21:15:490.12 (n/a)0.11 (n/a)0.11 (n/a)0.10 (n/a)0.01 (n/a)122.20 (n/a)115.18 (n/a)116.30 (n/a)99.40 (n/a)8.31 (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)
725bac0 — 2025-12-05 23:20:090.12 (-1.62%)0.11 (-4.56%)0.11 (-10.56%)0.09 (+5.16%)0.01 (-7.14%)142.80 (-4.93%)118.68 (+4.34%)113.40 (+11.83%)101.00 (+1.71%)17.05 (-11.32%)
130b6ea — 2025-12-05 21:15:490.12 (n/a)0.11 (n/a)0.12 (n/a)0.08 (n/a)0.02 (n/a)150.20 (n/a)113.74 (n/a)101.40 (n/a)99.30 (n/a)19.23 (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)
725bac0 — 2025-12-05 23:20:090.11 (+2.99%)0.09 (+5.68%)0.07 (-9.89%)0.07 (+22.80%)0.02 (+16.35%)180.70 (-18.57%)147.96 (-5.24%)164.80 (+10.98%)110.10 (-2.91%)30.84 (-13.68%)
130b6ea — 2025-12-05 21:15:490.11 (n/a)0.08 (n/a)0.08 (n/a)0.06 (n/a)0.02 (n/a)221.90 (n/a)156.14 (n/a)148.50 (n/a)113.40 (n/a)35.72 (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)
725bac0 — 2025-12-05 23:20:090.08 (-4.69%)0.07 (+0.59%)0.07 (+9.66%)0.05 (-5.18%)0.01 (-16.87%)150.80 (+5.45%)127.36 (-1.03%)124.40 (-8.80%)104.70 (+4.91%)14.89 (-8.57%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.06 (n/a)0.06 (n/a)0.06 (n/a)0.01 (n/a)143.00 (n/a)128.68 (n/a)136.40 (n/a)99.80 (n/a)16.29 (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)
725bac0 — 2025-12-05 23:20:090.08 (+5.41%)0.07 (+4.32%)0.07 (+5.48%)0.07 (+10.32%)0.01 (-5.30%)122.00 (-9.36%)113.44 (-4.32%)113.90 (-5.16%)98.80 (-5.18%)8.45 (-18.17%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)134.60 (n/a)118.56 (n/a)120.10 (n/a)104.20 (n/a)10.32 (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)
725bac0 — 2025-12-05 23:20:090.07 (-19.67%)0.06 (-12.19%)0.07 (-15.50%)0.05 (-13.16%)0.01 (-37.77%)170.70 (+15.10%)129.38 (+11.77%)119.70 (+18.28%)112.00 (+24.44%)21.45 (-11.48%)
130b6ea — 2025-12-05 21:15:490.09 (n/a)0.07 (n/a)0.08 (n/a)0.06 (n/a)0.01 (n/a)148.30 (n/a)115.76 (n/a)101.20 (n/a)90.00 (n/a)24.24 (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)
725bac0 — 2025-12-05 23:20:090.09 (+17.39%)0.07 (-1.24%)0.07 (-5.41%)0.05 (-18.24%)0.02 (+160.33%)163.40 (+22.31%)125.42 (+6.23%)120.60 (+5.70%)91.40 (-14.82%)29.52 (+174.27%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)133.60 (n/a)118.06 (n/a)114.10 (n/a)107.30 (n/a)10.76 (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)
725bac0 — 2025-12-05 23:20:090.08 (-6.77%)0.07 (+16.07%)0.07 (+17.53%)0.06 (+24.56%)0.01 (-44.16%)141.10 (-19.74%)114.62 (-16.89%)111.40 (-14.90%)98.10 (+7.21%)14.42 (-50.26%)
130b6ea — 2025-12-05 21:15:490.09 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)175.80 (n/a)137.92 (n/a)130.90 (n/a)91.50 (n/a)29.00 (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)
725bac0 — 2025-12-05 23:20:090.06 (-9.64%)0.05 (-1.13%)0.06 (+7.16%)0.05 (-2.92%)0.00 (-37.99%)170.00 (+3.03%)149.86 (+0.59%)145.50 (-6.67%)141.90 (+10.60%)10.21 (-28.03%)
130b6ea — 2025-12-05 21:15:490.06 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)165.00 (n/a)148.98 (n/a)155.90 (n/a)128.30 (n/a)14.19 (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)
725bac0 — 2025-12-05 23:20:090.06 (-19.39%)0.06 (-12.72%)0.06 (-12.34%)0.05 (-6.86%)0.00 (-56.86%)152.00 (+7.34%)141.82 (+13.33%)143.50 (+14.07%)128.70 (+24.11%)8.37 (-43.70%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)141.60 (n/a)125.14 (n/a)125.80 (n/a)103.70 (n/a)14.87 (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)
725bac0 — 2025-12-05 23:20:090.06 (-9.36%)0.05 (-3.10%)0.05 (-1.79%)0.04 (+4.73%)0.01 (-32.52%)187.80 (-4.52%)162.14 (+1.35%)164.50 (+1.79%)128.70 (+10.28%)20.12 (-29.79%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)196.70 (n/a)159.98 (n/a)161.60 (n/a)116.70 (n/a)28.66 (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)
725bac0 — 2025-12-05 23:20:091.04 (+0.62%)1.03 (-0.05%)1.03 (+0.06%)1.02 (-0.69%)0.01 (+101.93%)24747.50 (+0.70%)24498.42 (+0.05%)24515.80 (-0.06%)24116.50 (-0.62%)225.09 (+102.31%)
130b6ea — 2025-12-05 21:15:491.04 (n/a)1.03 (n/a)1.03 (n/a)1.02 (n/a)0.00 (n/a)24576.00 (n/a)24485.82 (n/a)24530.40 (n/a)24266.40 (n/a)111.26 (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)
725bac0 — 2025-12-05 23:20:090.97 (-1.82%)0.97 (-0.53%)0.97 (-0.05%)0.96 (-0.39%)0.00 (-61.98%)26126.20 (+0.39%)25974.70 (+0.52%)25929.40 (+0.05%)25917.40 (+1.85%)78.73 (-61.04%)
130b6ea — 2025-12-05 21:15:490.99 (n/a)0.97 (n/a)0.97 (n/a)0.97 (n/a)0.01 (n/a)26025.30 (n/a)25839.34 (n/a)25916.70 (n/a)25446.00 (n/a)202.05 (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)
725bac0 — 2025-12-05 23:20:090.92 (-0.03%)0.91 (-0.20%)0.91 (-0.57%)0.90 (-0.31%)0.01 (-10.05%)27836.30 (+0.31%)27535.96 (+0.20%)27512.60 (+0.58%)27328.70 (+0.03%)165.24 (-9.55%)
130b6ea — 2025-12-05 21:15:490.92 (n/a)0.92 (n/a)0.92 (n/a)0.91 (n/a)0.01 (n/a)27751.40 (n/a)27480.74 (n/a)27354.80 (n/a)27320.50 (n/a)182.69 (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)
725bac0 — 2025-12-05 23:20:090.08 (-19.95%)0.06 (-23.93%)0.06 (-31.38%)0.05 (+4.98%)0.01 (-50.38%)151.30 (-4.72%)133.22 (+26.76%)136.70 (+45.74%)106.20 (+24.94%)14.85 (-45.31%)
130b6ea — 2025-12-05 21:15:490.10 (n/a)0.08 (n/a)0.09 (n/a)0.05 (n/a)0.02 (n/a)158.80 (n/a)105.10 (n/a)93.80 (n/a)85.00 (n/a)27.15 (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)
725bac0 — 2025-12-05 23:20:090.08 (+1.49%)0.06 (+0.61%)0.06 (-1.84%)0.05 (-6.82%)0.01 (+45.55%)162.10 (+7.28%)130.22 (+0.77%)132.60 (+1.92%)105.90 (-1.49%)20.96 (+51.18%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)151.10 (n/a)129.22 (n/a)130.10 (n/a)107.50 (n/a)13.87 (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)
725bac0 — 2025-12-05 23:20:090.06 (-7.35%)0.06 (-2.41%)0.06 (-1.29%)0.06 (+11.23%)0.00 (-60.45%)144.30 (-10.15%)136.18 (+1.57%)133.90 (+1.36%)130.50 (+7.94%)5.50 (-61.85%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)160.60 (n/a)134.08 (n/a)132.10 (n/a)120.90 (n/a)14.43 (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)
725bac0 — 2025-12-05 23:20:090.08 (-3.89%)0.07 (-0.80%)0.07 (+8.42%)0.06 (+13.23%)0.01 (-43.03%)140.30 (-11.65%)123.58 (-2.62%)122.10 (-7.71%)98.20 (+4.03%)14.64 (-46.88%)
130b6ea — 2025-12-05 21:15:490.09 (n/a)0.07 (n/a)0.06 (n/a)0.05 (n/a)0.02 (n/a)158.80 (n/a)126.90 (n/a)132.30 (n/a)94.40 (n/a)27.56 (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)
725bac0 — 2025-12-05 23:20:090.09 (+6.29%)0.07 (+5.27%)0.07 (+2.85%)0.06 (+10.46%)0.01 (+1.67%)139.30 (-9.49%)121.36 (-5.25%)121.80 (-2.79%)96.10 (-5.97%)15.28 (-13.59%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.07 (n/a)0.05 (n/a)0.01 (n/a)153.90 (n/a)128.08 (n/a)125.30 (n/a)102.20 (n/a)17.69 (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)
725bac0 — 2025-12-05 23:20:090.09 (+6.64%)0.07 (+0.79%)0.08 (+4.88%)0.04 (-16.81%)0.01 (+58.07%)183.90 (+20.20%)122.58 (+2.70%)107.00 (-4.63%)94.60 (-6.24%)31.93 (+79.73%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.07 (n/a)0.05 (n/a)0.01 (n/a)153.00 (n/a)119.36 (n/a)112.20 (n/a)100.90 (n/a)17.77 (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)
725bac0 — 2025-12-05 23:20:090.09 (+7.69%)0.07 (+8.95%)0.08 (+13.04%)0.06 (-1.67%)0.01 (+34.99%)145.60 (+1.75%)112.50 (-7.39%)107.00 (-11.57%)95.00 (-7.14%)17.34 (+32.10%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)143.10 (n/a)121.48 (n/a)121.00 (n/a)102.30 (n/a)13.13 (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)
725bac0 — 2025-12-05 23:20:090.06 (+3.49%)0.05 (-3.32%)0.06 (+0.12%)0.04 (-15.33%)0.01 (+109.61%)188.10 (+18.08%)155.96 (+4.78%)148.30 (-0.13%)132.50 (-3.36%)20.36 (+139.01%)
130b6ea — 2025-12-05 21:15:490.06 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.00 (n/a)159.30 (n/a)148.84 (n/a)148.50 (n/a)137.10 (n/a)8.52 (n/a)

matrix_vector_mul_128x128_32_1col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
725bac0 — 2025-12-05 23:20:090.34 (-8.91%)0.25 (-13.97%)0.24 (-20.19%)0.20 (-13.49%)0.05 (-17.98%)
130b6ea — 2025-12-05 21:15:490.37 (n/a)0.30 (n/a)0.30 (n/a)0.23 (n/a)0.06 (n/a)

matrix_vector_mul_2048x8192_1_1col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
725bac0 — 2025-12-05 23:20:0913.39 (-1.33%)13.28 (+0.99%)13.32 (+1.75%)13.12 (+4.77%)0.10 (-73.93%)
130b6ea — 2025-12-05 21:15:4913.57 (n/a)13.15 (n/a)13.10 (n/a)12.52 (n/a)0.37 (n/a)

matrix_vector_mul_2048x8192_1_2col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
725bac0 — 2025-12-05 23:20:0924.66 (-1.60%)24.22 (+2.17%)24.31 (+0.74%)23.85 (+14.11%)0.30 (-79.48%)
130b6ea — 2025-12-05 21:15:4925.06 (n/a)23.71 (n/a)24.13 (n/a)20.90 (n/a)1.48 (n/a)

matrix_vector_mul_2048x8192_1_4col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
725bac0 — 2025-12-05 23:20:0940.22 (-4.35%)39.63 (-2.17%)39.89 (-1.47%)38.76 (-0.57%)0.51 (-47.17%)
130b6ea — 2025-12-05 21:15:4942.05 (n/a)40.50 (n/a)40.49 (n/a)38.98 (n/a)0.97 (n/a)

matrix_vector_mul_2048x8192_1_8col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
725bac0 — 2025-12-05 23:20:0945.25 (-2.95%)44.17 (-1.45%)44.85 (+0.17%)42.14 (-1.08%)1.18 (-25.96%)
130b6ea — 2025-12-05 21:15:4946.62 (n/a)44.82 (n/a)44.78 (n/a)42.60 (n/a)1.60 (n/a)

matrix_vector_mul_8192x2048_4_1col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
725bac0 — 2025-12-05 23:20:0913.29 (-0.02%)12.95 (-1.84%)13.05 (-1.01%)12.32 (-5.88%)0.35 (+367.14%)
130b6ea — 2025-12-05 21:15:4913.29 (n/a)13.19 (n/a)13.19 (n/a)13.09 (n/a)0.08 (n/a)

matrix_vector_mul_8192x2048_4_2col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
725bac0 — 2025-12-05 23:20:0924.59 (-3.86%)22.85 (-5.67%)24.08 (+0.23%)17.76 (-24.69%)2.57 (+267.76%)
130b6ea — 2025-12-05 21:15:4925.58 (n/a)24.23 (n/a)24.03 (n/a)23.58 (n/a)0.70 (n/a)

matrix_vector_mul_8192x2048_4_4col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
725bac0 — 2025-12-05 23:20:0939.43 (-3.70%)38.96 (-1.98%)38.99 (-1.94%)38.10 (-0.19%)0.46 (-55.47%)
130b6ea — 2025-12-05 21:15:4940.94 (n/a)39.74 (n/a)39.76 (n/a)38.17 (n/a)1.04 (n/a)

matrix_vector_mul_8192x2048_4_8col

Commit/Date Bandwidth (max)Bandwidth (mean)Bandwidth (median)Bandwidth (min)Bandwidth (stddev)
725bac0 — 2025-12-05 23:20:0947.42 (+1.53%)45.93 (+2.27%)45.89 (+2.64%)44.44 (+1.47%)1.10 (+14.44%)
130b6ea — 2025-12-05 21:15:4946.71 (n/a)44.91 (n/a)44.71 (n/a)43.80 (n/a)0.96 (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)
725bac0 — 2025-12-05 23:20:090.07 (+0.47%)0.05 (-8.87%)0.05 (-11.80%)0.05 (+2.81%)0.01 (-7.90%)168.50 (-2.77%)150.90 (+9.40%)151.40 (+13.32%)122.80 (-0.49%)16.17 (-12.11%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)173.30 (n/a)137.94 (n/a)133.60 (n/a)123.40 (n/a)18.40 (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)
725bac0 — 2025-12-05 23:20:090.09 (+2.81%)0.07 (-4.68%)0.06 (-1.16%)0.05 (+0.61%)0.01 (+4.20%)149.30 (-0.60%)127.80 (+5.03%)127.10 (+1.19%)95.20 (-2.76%)18.62 (+0.31%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.07 (n/a)0.05 (n/a)0.01 (n/a)150.20 (n/a)121.68 (n/a)125.60 (n/a)97.90 (n/a)18.56 (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)
725bac0 — 2025-12-05 23:20:090.10 (-1.97%)0.08 (-5.14%)0.07 (-9.75%)0.07 (-11.33%)0.01 (+42.21%)123.90 (+12.74%)105.46 (+7.28%)111.70 (+10.81%)81.00 (+2.02%)17.69 (+67.86%)
130b6ea — 2025-12-05 21:15:490.10 (n/a)0.08 (n/a)0.08 (n/a)0.07 (n/a)0.01 (n/a)109.90 (n/a)98.30 (n/a)100.80 (n/a)79.40 (n/a)10.54 (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)
725bac0 — 2025-12-05 23:20:090.08 (-16.94%)0.06 (-12.19%)0.06 (-18.96%)0.06 (+6.44%)0.01 (-35.88%)141.00 (-6.06%)128.24 (+11.90%)137.90 (+23.46%)101.00 (+20.38%)15.62 (-26.44%)
130b6ea — 2025-12-05 21:15:490.10 (n/a)0.07 (n/a)0.07 (n/a)0.05 (n/a)0.01 (n/a)150.10 (n/a)114.60 (n/a)111.70 (n/a)83.90 (n/a)21.23 (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)
725bac0 — 2025-12-05 23:20:090.10 (+8.27%)0.07 (+1.40%)0.07 (-1.47%)0.05 (-14.17%)0.02 (+72.44%)151.10 (+16.50%)116.10 (+2.47%)118.60 (+1.45%)83.50 (-7.63%)27.07 (+80.00%)
130b6ea — 2025-12-05 21:15:490.09 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)129.70 (n/a)113.30 (n/a)116.90 (n/a)90.40 (n/a)15.04 (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)
725bac0 — 2025-12-05 23:20:090.08 (-0.12%)0.07 (-6.21%)0.06 (-13.43%)0.05 (-14.39%)0.01 (+29.49%)157.10 (+16.80%)126.38 (+8.35%)135.00 (+15.58%)98.10 (+0.10%)22.93 (+45.90%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)134.50 (n/a)116.64 (n/a)116.80 (n/a)98.00 (n/a)15.71 (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)
725bac0 — 2025-12-05 23:20:090.06 (-26.91%)0.06 (-26.15%)0.05 (-27.43%)0.05 (-28.05%)0.00 (-23.01%)163.00 (+38.96%)146.10 (+35.53%)149.60 (+37.88%)128.70 (+36.77%)12.08 (+45.68%)
130b6ea — 2025-12-05 21:15:490.09 (n/a)0.08 (n/a)0.08 (n/a)0.07 (n/a)0.01 (n/a)117.30 (n/a)107.80 (n/a)108.50 (n/a)94.10 (n/a)8.29 (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)
725bac0 — 2025-12-05 23:20:090.07 (-17.68%)0.07 (-4.59%)0.07 (+3.19%)0.05 (-12.77%)0.01 (-25.47%)156.50 (+14.65%)126.14 (+4.37%)121.30 (-3.04%)111.20 (+21.40%)16.68 (+6.12%)
130b6ea — 2025-12-05 21:15:490.09 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)136.50 (n/a)120.86 (n/a)125.10 (n/a)91.60 (n/a)15.72 (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)
725bac0 — 2025-12-05 23:20:090.18 (-0.04%)0.18 (-0.16%)0.18 (-0.12%)0.18 (-0.31%)0.00 (+159.15%)47399.80 (+0.31%)47287.78 (+0.16%)47269.60 (+0.12%)47187.50 (+0.04%)74.69 (+160.21%)
130b6ea — 2025-12-05 21:15:490.18 (n/a)0.18 (n/a)0.18 (n/a)0.18 (n/a)0.00 (n/a)47253.90 (n/a)47213.70 (n/a)47210.90 (n/a)47167.70 (n/a)28.71 (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)
725bac0 — 2025-12-05 23:20:090.10 (+20.74%)0.07 (-3.11%)0.07 (-3.98%)0.05 (-14.82%)0.01 (+106.83%)160.00 (+17.39%)125.08 (+6.43%)123.00 (+4.15%)85.90 (-17.24%)23.98 (+97.94%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)136.30 (n/a)117.52 (n/a)118.10 (n/a)103.80 (n/a)12.12 (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)
725bac0 — 2025-12-05 23:20:090.07 (+1.17%)0.06 (+4.67%)0.06 (+4.65%)0.06 (+15.29%)0.00 (-38.39%)138.50 (-13.22%)130.00 (-5.01%)129.90 (-4.49%)120.40 (-1.15%)6.85 (-47.17%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)159.60 (n/a)136.86 (n/a)136.00 (n/a)121.80 (n/a)12.97 (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)
725bac0 — 2025-12-05 23:20:090.08 (+21.25%)0.06 (+2.56%)0.07 (+5.65%)0.03 (-30.49%)0.02 (+136.77%)247.70 (+43.93%)145.68 (+6.07%)124.80 (-5.38%)100.10 (-17.55%)53.03 (+190.62%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)172.10 (n/a)137.34 (n/a)131.90 (n/a)121.40 (n/a)18.25 (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)
725bac0 — 2025-12-05 23:20:090.08 (+21.54%)0.06 (-7.22%)0.05 (-17.93%)0.02 (-50.29%)0.02 (+156.07%)333.40 (+101.21%)176.50 (+26.04%)153.60 (+21.81%)101.40 (-17.69%)83.44 (+331.27%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)165.70 (n/a)140.04 (n/a)126.10 (n/a)123.20 (n/a)19.35 (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)
725bac0 — 2025-12-05 23:20:090.08 (+3.50%)0.06 (-2.95%)0.06 (-2.85%)0.05 (-11.50%)0.01 (+36.53%)165.80 (+13.02%)139.74 (+3.99%)140.60 (+2.93%)109.10 (-3.37%)18.28 (+44.66%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.06 (n/a)0.06 (n/a)0.06 (n/a)0.01 (n/a)146.70 (n/a)134.38 (n/a)136.60 (n/a)112.90 (n/a)12.64 (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)
725bac0 — 2025-12-05 23:20:090.08 (+4.59%)0.07 (+7.46%)0.07 (+6.01%)0.06 (+15.89%)0.01 (-25.77%)136.40 (-13.67%)116.20 (-8.03%)110.30 (-5.73%)102.20 (-4.40%)11.91 (-38.01%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.07 (n/a)0.05 (n/a)0.01 (n/a)158.00 (n/a)126.34 (n/a)117.00 (n/a)106.90 (n/a)19.22 (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)
725bac0 — 2025-12-05 23:20:090.09 (+5.39%)0.07 (+13.84%)0.06 (+6.76%)0.05 (+4.50%)0.01 (+3.35%)165.00 (-4.29%)122.02 (-12.37%)126.60 (-6.36%)89.10 (-5.11%)26.29 (-8.35%)
130b6ea — 2025-12-05 21:15:490.09 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)172.40 (n/a)139.24 (n/a)135.20 (n/a)93.90 (n/a)28.69 (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)
725bac0 — 2025-12-05 23:20:090.08 (+5.13%)0.07 (+21.07%)0.07 (+23.69%)0.07 (+41.78%)0.00 (-61.10%)119.60 (-29.44%)112.18 (-19.35%)112.60 (-19.17%)104.40 (-4.92%)5.88 (-73.78%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)169.50 (n/a)139.10 (n/a)139.30 (n/a)109.80 (n/a)22.44 (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)
725bac0 — 2025-12-05 23:20:090.08 (+14.01%)0.06 (-5.00%)0.06 (-5.39%)0.04 (-26.90%)0.01 (+171.54%)186.80 (+36.85%)137.66 (+9.25%)136.00 (+5.75%)97.70 (-12.30%)28.47 (+229.70%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.07 (n/a)0.06 (n/a)0.06 (n/a)0.00 (n/a)136.50 (n/a)126.00 (n/a)128.60 (n/a)111.40 (n/a)8.63 (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)
725bac0 — 2025-12-05 23:20:090.07 (+1.51%)0.07 (-1.25%)0.07 (+1.34%)0.05 (-11.53%)0.01 (+53.99%)164.90 (+13.02%)127.82 (+2.39%)117.80 (-1.34%)115.20 (-1.54%)18.80 (+73.09%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)145.90 (n/a)124.84 (n/a)119.40 (n/a)117.00 (n/a)10.86 (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)
725bac0 — 2025-12-05 23:20:090.07 (-0.22%)0.05 (-0.68%)0.05 (-9.31%)0.05 (+10.91%)0.01 (-27.05%)181.20 (-9.85%)156.52 (-1.14%)163.70 (+10.31%)124.30 (+0.24%)19.18 (-35.78%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.05 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)201.00 (n/a)158.32 (n/a)148.40 (n/a)124.00 (n/a)29.87 (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)
725bac0 — 2025-12-05 23:20:090.07 (+4.39%)0.06 (+7.88%)0.06 (+11.83%)0.04 (-7.37%)0.01 (+33.11%)191.50 (+7.95%)137.76 (-5.94%)126.30 (-10.62%)118.00 (-4.22%)27.38 (+40.52%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)177.40 (n/a)146.46 (n/a)141.30 (n/a)123.20 (n/a)19.48 (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)
725bac0 — 2025-12-05 23:20:090.32 (+18.70%)0.21 (-2.39%)0.18 (-5.86%)0.15 (-12.01%)0.06 (+56.90%)160.90 (+13.63%)127.50 (+6.09%)139.10 (+6.26%)77.80 (-15.80%)28.65 (+45.20%)
130b6ea — 2025-12-05 21:15:490.27 (n/a)0.21 (n/a)0.19 (n/a)0.17 (n/a)0.04 (n/a)141.60 (n/a)120.18 (n/a)130.90 (n/a)92.40 (n/a)19.73 (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)
725bac0 — 2025-12-05 23:20:090.22 (-17.44%)0.17 (-10.90%)0.17 (-15.89%)0.15 (+7.86%)0.02 (-45.77%)159.00 (-7.29%)143.20 (+8.96%)146.40 (+18.93%)113.60 (+21.11%)16.35 (-40.26%)
130b6ea — 2025-12-05 21:15:490.26 (n/a)0.20 (n/a)0.20 (n/a)0.14 (n/a)0.04 (n/a)171.50 (n/a)131.42 (n/a)123.10 (n/a)93.80 (n/a)27.37 (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)
725bac0 — 2025-12-05 23:20:090.20 (-25.21%)0.18 (-12.28%)0.18 (-12.14%)0.17 (-3.00%)0.01 (-61.64%)147.80 (+3.14%)135.12 (+11.87%)135.80 (+13.83%)121.00 (+33.70%)9.58 (-45.88%)
130b6ea — 2025-12-05 21:15:490.27 (n/a)0.21 (n/a)0.21 (n/a)0.17 (n/a)0.03 (n/a)143.30 (n/a)120.78 (n/a)119.30 (n/a)90.50 (n/a)17.70 (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)
725bac0 — 2025-12-05 23:20:090.17 (-25.17%)0.15 (-17.01%)0.14 (-18.35%)0.13 (-8.28%)0.01 (-49.71%)185.70 (+9.04%)169.30 (+18.66%)175.00 (+22.46%)143.70 (+33.67%)16.02 (-25.45%)
130b6ea — 2025-12-05 21:15:490.23 (n/a)0.18 (n/a)0.17 (n/a)0.14 (n/a)0.03 (n/a)170.30 (n/a)142.68 (n/a)142.90 (n/a)107.50 (n/a)21.49 (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)
725bac0 — 2025-12-05 23:20:090.07 (-17.70%)0.06 (-9.57%)0.06 (-0.87%)0.05 (-17.55%)0.01 (-27.74%)163.50 (+21.29%)132.30 (+10.14%)130.90 (+0.85%)113.20 (+21.46%)16.96 (+8.87%)
130b6ea — 2025-12-05 21:15:490.09 (n/a)0.07 (n/a)0.06 (n/a)0.06 (n/a)0.01 (n/a)134.80 (n/a)120.12 (n/a)129.80 (n/a)93.20 (n/a)15.58 (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)
725bac0 — 2025-12-05 23:20:090.08 (-8.29%)0.07 (-0.03%)0.07 (+7.92%)0.06 (-1.93%)0.01 (-31.85%)140.30 (+1.96%)120.94 (-0.82%)120.60 (-7.37%)106.10 (+9.04%)11.64 (-24.27%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.06 (n/a)0.06 (n/a)0.01 (n/a)137.60 (n/a)121.94 (n/a)130.20 (n/a)97.30 (n/a)15.37 (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)
725bac0 — 2025-12-05 23:20:090.09 (+7.02%)0.07 (+9.70%)0.07 (+12.78%)0.06 (+14.22%)0.01 (+12.47%)137.20 (-12.44%)116.22 (-8.66%)115.60 (-11.35%)91.50 (-6.54%)18.65 (-4.69%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)156.70 (n/a)127.24 (n/a)130.40 (n/a)97.90 (n/a)19.56 (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)
725bac0 — 2025-12-05 23:20:090.09 (+23.67%)0.07 (+14.63%)0.06 (+12.17%)0.04 (-0.75%)0.01 (+39.48%)190.80 (+0.74%)132.68 (-11.05%)128.70 (-10.81%)93.90 (-19.19%)32.13 (+16.75%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)189.40 (n/a)149.16 (n/a)144.30 (n/a)116.20 (n/a)27.52 (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)
725bac0 — 2025-12-05 23:20:090.09 (+7.07%)0.08 (+9.34%)0.08 (+16.04%)0.06 (+2.81%)0.01 (+27.77%)140.30 (-2.70%)106.92 (-7.81%)97.10 (-13.77%)91.00 (-6.67%)18.04 (+15.24%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)144.20 (n/a)115.98 (n/a)112.60 (n/a)97.50 (n/a)15.66 (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)
725bac0 — 2025-12-05 23:20:090.08 (-26.25%)0.06 (-22.82%)0.06 (-37.18%)0.05 (+13.73%)0.01 (-49.00%)173.80 (-12.04%)136.36 (+19.40%)145.70 (+59.06%)105.30 (+35.70%)26.14 (-41.53%)
130b6ea — 2025-12-05 21:15:490.11 (n/a)0.08 (n/a)0.09 (n/a)0.04 (n/a)0.02 (n/a)197.60 (n/a)114.20 (n/a)91.60 (n/a)77.60 (n/a)44.72 (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)
725bac0 — 2025-12-05 23:20:090.09 (+25.29%)0.08 (+28.78%)0.08 (+23.09%)0.07 (+68.21%)0.01 (-39.90%)112.40 (-40.53%)99.08 (-24.94%)99.90 (-18.71%)86.60 (-20.18%)8.37 (-71.82%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.06 (n/a)0.07 (n/a)0.04 (n/a)0.01 (n/a)189.00 (n/a)132.00 (n/a)122.90 (n/a)108.50 (n/a)29.70 (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)
725bac0 — 2025-12-05 23:20:090.07 (-10.06%)0.06 (-9.95%)0.06 (-4.96%)0.05 (-8.13%)0.01 (-29.97%)171.70 (+8.88%)144.16 (+9.59%)140.60 (+5.16%)113.90 (+11.12%)19.03 (-16.70%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)157.70 (n/a)131.54 (n/a)133.70 (n/a)102.50 (n/a)22.84 (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)
725bac0 — 2025-12-05 23:20:090.16 (-3.75%)0.13 (-10.16%)0.14 (-7.93%)0.11 (-15.32%)0.02 (+6.14%)154.40 (+18.13%)126.30 (+12.03%)117.90 (+8.56%)100.20 (+3.94%)19.23 (+30.25%)
130b6ea — 2025-12-05 21:15:490.17 (n/a)0.15 (n/a)0.15 (n/a)0.13 (n/a)0.02 (n/a)130.70 (n/a)112.74 (n/a)108.60 (n/a)96.40 (n/a)14.77 (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)
725bac0 — 2025-12-05 23:20:090.14 (-18.80%)0.12 (-21.97%)0.12 (-25.30%)0.11 (-12.81%)0.01 (-30.70%)147.10 (+14.74%)135.02 (+27.69%)136.10 (+33.82%)116.70 (+23.10%)11.17 (-3.95%)
130b6ea — 2025-12-05 21:15:490.17 (n/a)0.16 (n/a)0.16 (n/a)0.13 (n/a)0.02 (n/a)128.20 (n/a)105.74 (n/a)101.70 (n/a)94.80 (n/a)11.63 (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)
725bac0 — 2025-12-05 23:20:090.19 (+29.92%)0.13 (-3.19%)0.12 (-10.44%)0.11 (-17.32%)0.03 (+510.21%)151.80 (+20.96%)129.66 (+7.12%)136.30 (+11.63%)87.40 (-23.00%)21.96 (+443.23%)
130b6ea — 2025-12-05 21:15:490.14 (n/a)0.14 (n/a)0.13 (n/a)0.13 (n/a)0.00 (n/a)125.50 (n/a)121.04 (n/a)122.10 (n/a)113.50 (n/a)4.04 (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)
725bac0 — 2025-12-05 23:20:090.00 (+19.29%)0.00 (+21.93%)0.00 (+38.22%)0.00 (+7.13%)0.00 (+115.19%)4842.00 (-6.65%)3948.44 (-16.36%)3437.20 (-27.65%)3365.80 (-16.17%)666.97 (+70.92%)
130b6ea — 2025-12-05 21:15:490.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)5187.20 (n/a)4720.84 (n/a)4750.90 (n/a)4015.10 (n/a)390.23 (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)
725bac0 — 2025-12-05 23:20:090.08 (-10.00%)0.06 (-9.42%)0.06 (-4.57%)0.05 (-14.88%)0.01 (-5.00%)161.30 (+17.48%)130.24 (+10.90%)129.30 (+4.87%)98.30 (+11.07%)22.49 (+24.02%)
130b6ea — 2025-12-05 21:15:490.09 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)137.30 (n/a)117.44 (n/a)123.30 (n/a)88.50 (n/a)18.13 (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)
725bac0 — 2025-12-05 23:20:090.07 (+2.41%)0.06 (+0.24%)0.06 (+2.54%)0.05 (+2.57%)0.01 (+0.86%)161.20 (-2.54%)136.44 (-0.31%)137.00 (-2.49%)109.60 (-2.32%)17.14 (-4.73%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)165.40 (n/a)136.86 (n/a)140.50 (n/a)112.20 (n/a)17.99 (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)
725bac0 — 2025-12-05 23:20:090.09 (+1.54%)0.08 (+19.34%)0.08 (+22.19%)0.07 (+32.89%)0.01 (-40.63%)116.50 (-24.79%)101.40 (-18.62%)97.10 (-18.20%)90.70 (-1.52%)10.35 (-57.59%)
130b6ea — 2025-12-05 21:15:490.09 (n/a)0.07 (n/a)0.07 (n/a)0.05 (n/a)0.01 (n/a)154.90 (n/a)124.60 (n/a)118.70 (n/a)92.10 (n/a)24.41 (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)
725bac0 — 2025-12-05 23:20:090.08 (-15.59%)0.06 (-12.65%)0.06 (-16.07%)0.05 (-12.19%)0.01 (-23.51%)156.60 (+13.89%)131.60 (+13.78%)138.50 (+19.19%)104.80 (+18.55%)18.85 (+0.18%)
130b6ea — 2025-12-05 21:15:490.09 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)137.50 (n/a)115.66 (n/a)116.20 (n/a)88.40 (n/a)18.82 (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)
725bac0 — 2025-12-05 23:20:094.29 (+9.36%)3.79 (+3.01%)3.75 (+2.44%)3.53 (+2.16%)0.27 (+76.36%)148.60 (-2.11%)138.94 (-2.63%)139.90 (-2.44%)122.10 (-8.54%)9.22 (+56.38%)
130b6ea — 2025-12-05 21:15:493.93 (n/a)3.68 (n/a)3.66 (n/a)3.45 (n/a)0.15 (n/a)151.80 (n/a)142.70 (n/a)143.40 (n/a)133.50 (n/a)5.90 (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)
725bac0 — 2025-12-05 23:20:094.35 (-14.78%)3.95 (+2.60%)3.90 (+14.69%)3.43 (+4.48%)0.34 (-52.40%)152.70 (-4.32%)133.56 (-4.72%)134.40 (-12.84%)120.40 (+17.35%)11.75 (-48.25%)
130b6ea — 2025-12-05 21:15:495.11 (n/a)3.85 (n/a)3.40 (n/a)3.29 (n/a)0.71 (n/a)159.60 (n/a)140.18 (n/a)154.20 (n/a)102.60 (n/a)22.70 (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)
725bac0 — 2025-12-05 23:20:090.08 (+3.97%)0.07 (+5.95%)0.06 (-1.50%)0.06 (+34.54%)0.01 (-30.67%)135.80 (-25.67%)127.36 (-7.64%)133.50 (+1.52%)102.50 (-3.85%)12.60 (-51.54%)
130b6ea — 2025-12-05 21:15:490.08 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)182.70 (n/a)137.90 (n/a)131.50 (n/a)106.60 (n/a)26.01 (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)
725bac0 — 2025-12-05 23:20:090.07 (-6.99%)0.06 (-5.88%)0.06 (-10.18%)0.06 (+3.24%)0.00 (-50.14%)144.40 (-3.15%)133.34 (+5.26%)133.30 (+11.27%)121.30 (+7.54%)7.57 (-47.87%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.07 (n/a)0.07 (n/a)0.05 (n/a)0.01 (n/a)149.10 (n/a)126.68 (n/a)119.80 (n/a)112.80 (n/a)14.52 (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)
725bac0 — 2025-12-05 23:20:090.08 (+12.94%)0.07 (+5.84%)0.06 (-5.34%)0.05 (+8.55%)0.01 (+25.20%)160.80 (-7.90%)130.42 (-4.79%)142.80 (+5.62%)100.00 (-11.43%)23.78 (+2.16%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)174.60 (n/a)136.98 (n/a)135.20 (n/a)112.90 (n/a)23.27 (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)
725bac0 — 2025-12-05 23:20:090.09 (+35.81%)0.06 (+14.78%)0.05 (+6.02%)0.04 (-1.36%)0.02 (+129.01%)183.50 (+1.38%)144.52 (-8.65%)151.80 (-5.71%)91.10 (-26.35%)33.51 (+74.87%)
130b6ea — 2025-12-05 21:15:490.07 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)181.00 (n/a)158.20 (n/a)161.00 (n/a)123.70 (n/a)19.16 (n/a)

AngryLoki
AngryLoki reviewed Dec 8, 2025
View reviewed changes
operators/swiglu_prefill/op.py

# Verify input size matches expected dimensions
expected_size = batch * self.seq_len * self.embedding_dim
assert x_flat.shape[0] == expected_size
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@AngryLoki AngryLoki Dec 8, 2025 •
edited
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This fails when prompt is short:

python applications/llama_3.2_1b/inference.py ~/models/model.safetensors ~/models/tokenizer.model --prompt 'Hello!'

...
  File "/src/IRON/operators/swiglu_prefill/op.py", line 226, in forward
    out = self._execute_aie_operation(x_flat)
  File "/src/IRON/operators/swiglu_prefill/op.py", line 242, in _execute_aie_operation
    assert x_flat.shape[0] == expected_size
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Maybe the check should look like this?

        # Verify input size does not exceed expected dimensions
        max_size = batch * self.seq_len * self.embedding_dim
        actual_size = x_flat.shape[0]
        assert actual_size <= max_size, f"Input size {actual_size} exceeds max {max_size}"

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Thanks for pointing to this. It should be fixed for sequence lengths > 1. We'll tackle sequence length == 1 later.

kurtis-b-1
kurtis-b-1 reviewed Dec 8, 2025
View reviewed changes
operators/softmax/op.py
self, rows: int, cols: int, num_aie_columns=1, num_channels=1, tile_size=None
):
def __init__(self, rows: int, cols: int, num_aie_columns=1, num_channels=1):
self.size = rows * cols
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Are the normalization operators structured like this now too?

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I think only softmax is. The others still would need to be updated.

kurtis-b-1
kurtis-b-1 approved these changes Dec 8, 2025
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Had a small comment but looks good. Nice work on finding the memory corruption!

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github-actions bot commented Dec 11, 2025

📊 Test Results for Test Example Applications

7297695 (2025_12_11_18_14_25)

IRONCLAD

Tested on 2025_12_11_18_14_25 at commit 7297695.

Test Checks TTFT (mean)TPS (mean)
llama_3.2_1b_prompt_2048_tokens_40 ✅ 1/1 4.32 4.85
📈 Trends (vs main branch) for Test Example Applications

7297695 (2025_12_11_18_14_25)

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_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)
7297695 — 2025-12-11 18:11:5640.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)0.00 (n/a)4.85 (+2.97%)4.85 (+2.97%)4.85 (+2.97%)4.85 (+2.97%)0.00 (n/a)4.32 (-1.39%)4.32 (-1.39%)4.32 (-1.39%)4.32 (-1.39%)0.00 (n/a)
140ffa6 — 2025-12-11 00:07:5840.00 (n/a)40.00 (n/a)40.00 (n/a)40.00 (n/a)0.00 (n/a)4.71 (n/a)4.71 (n/a)4.71 (n/a)4.71 (n/a)0.00 (n/a)4.38 (n/a)4.38 (n/a)4.38 (n/a)4.38 (n/a)0.00 (n/a)

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📊 Test Results for Small Benchmark/Test Suite

7297695 (2025_12_11_18_24_04)

IRONCLAD

Tested on 2025_12_11_18_24_04 at commit 7297695.

Test Checks Latency (mean)Bandwidth (mean)GFLOP/s (mean)
axpy_1_cols_2_channels_2048_tile_2048_3.0_0 ✅ 5/5 140.26 0.09 n/a
axpy_2_cols_2_channels_2048_tile_1024_3.0_0 ✅ 5/5 147.44 0.09 n/a
axpy_4_cols_2_channels_2048_tile_512_3.0_0 ✅ 5/5 141.80 0.09 n/a
axpy_8_cols_2_channels_2048_tile_256_3.0_0 ✅ 5/5 157.04 0.08 n/a
dequant_1_cols_1_channels_2048_tile_2048_0 ✅ 5/5 143.76 0.04 n/a
dequant_1_cols_2_channels_2048_tile_1024_0 ✅ 5/5 132.34 0.04 n/a
dequant_2_cols_1_channels_2048_tile_1024_0 ✅ 5/5 143.22 0.04 n/a
dequant_2_cols_2_channels_2048_tile_512_0 ✅ 5/5 133.08 0.04 n/a
dequant_4_cols_1_channels_2048_tile_512_0 ✅ 5/5 135.90 0.04 n/a
dequant_4_cols_2_channels_2048_tile_256_0 ✅ 5/5 156.86 0.03 n/a
dequant_8_cols_1_channels_2048_tile_256_0 ✅ 5/5 157.00 0.03 n/a
dequant_8_cols_2_channels_2048_tile_128_0 ✅ 5/5 168.98 0.03 n/a
eltwise_add_1_cols_2_channels_2048_tile_2048 ✅ 5/5 143.44 0.09 n/a
eltwise_add_2_cols_2_channels_2048_tile_1024 ✅ 5/5 139.42 0.09 n/a
eltwise_add_4_cols_2_channels_2048_tile_512 ✅ 5/5 138.94 0.09 n/a
eltwise_add_8_cols_2_channels_2048_tile_256 ✅ 5/5 134.84 0.09 n/a
eltwise_mul_1_cols_2_channels_2048_tile_2048 ✅ 5/5 120.82 0.10 n/a
eltwise_mul_2_cols_2_channels_2048_tile_1024 ✅ 5/5 133.12 0.10 n/a
eltwise_mul_4_cols_2_channels_2048_tile_512 ✅ 5/5 127.62 0.10 n/a
eltwise_mul_8_cols_2_channels_2048_tile_256 ✅ 5/5 169.80 0.08 n/a
gelu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 126.54 0.07 n/a
gelu_1_cols_2_channels_2048_tile_1024 ✅ 5/5 136.74 0.06 n/a
gelu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 138.64 0.06 n/a
gelu_2_cols_2_channels_2048_tile_512 ✅ 5/5 133.72 0.06 n/a
gelu_4_cols_1_channels_2048_tile_512 ✅ 5/5 166.82 0.05 n/a
gelu_4_cols_2_channels_2048_tile_256 ✅ 5/5 175.10 0.05 n/a
gelu_8_cols_1_channels_2048_tile_256 ✅ 5/5 136.98 0.06 n/a
gelu_8_cols_2_channels_2048_tile_128 ✅ 5/5 170.12 0.05 n/a
gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_0_ccolmaj_0_0 ✅ 5/5 24435.88 1.03 n/a
gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_1_ccolmaj_0_0 ✅ 5/5 25875.56 0.97 n/a
gemm_2048x2048x2048_64x64x64_2_cols_1_bcolmaj_0_ccolmaj_0_0 ✅ 5/5 27616.92 0.91 n/a
layer_norm_1_cols_1_channels_2048_tile_2048 ✅ 5/5 127.02 0.07 n/a
layer_norm_1_cols_2_channels_2048_tile_1024 ✅ 5/5 143.42 0.06 n/a
layer_norm_2_cols_1_channels_2048_tile_1024 ✅ 5/5 120.20 0.07 n/a
layer_norm_2_cols_2_channels_2048_tile_512 ✅ 5/5 132.36 0.06 n/a
layer_norm_4_cols_1_channels_2048_tile_512 ✅ 5/5 133.72 0.06 n/a
layer_norm_4_cols_2_channels_2048_tile_256 ✅ 5/5 171.64 0.05 n/a
layer_norm_8_cols_1_channels_2048_tile_256 ✅ 5/5 165.02 0.05 n/a
layer_norm_8_cols_2_channels_2048_tile_128 ✅ 5/5 172.14 0.05 n/a
matrix_vector_mul_128x128_32_1col0 ✅ 5/5 n/a 0.23 n/a
matrix_vector_mul_2048x8192_1_1col0 ✅ 5/5 n/a 13.07 n/a
matrix_vector_mul_2048x8192_1_2col0 ✅ 5/5 n/a 24.43 n/a
matrix_vector_mul_2048x8192_1_4col0 ✅ 5/5 n/a 36.81 n/a
matrix_vector_mul_2048x8192_1_8col0 ✅ 5/5 n/a 43.06 n/a
matrix_vector_mul_8192x2048_4_1col0 ✅ 5/5 n/a 13.31 n/a
matrix_vector_mul_8192x2048_4_2col0 ✅ 5/5 n/a 22.77 n/a
matrix_vector_mul_8192x2048_4_4col0 ✅ 5/5 n/a 39.93 n/a
matrix_vector_mul_8192x2048_4_8col0 ✅ 5/5 n/a 44.57 n/a
mem_copy_16_cores_2_chans_2048_tile_128_False0 ✅ 5/5 184.44 0.05 n/a
mem_copy_1_cores_1_chans_2048_tile_2048_False0 ✅ 5/5 147.38 0.06 n/a
mem_copy_2_cores_1_chans_2048_tile_1024_False0 ✅ 5/5 127.14 0.06 n/a
mem_copy_2_cores_2_chans_2048_tile_1024_False0 ✅ 5/5 132.74 0.07 n/a
mem_copy_4_cores_1_chans_2048_tile_512_False0 ✅ 5/5 130.46 0.06 n/a
mem_copy_4_cores_2_chans_2048_tile_512_False0 ✅ 5/5 160.92 0.05 n/a
mem_copy_8_cores_1_chans_2048_tile_256_False0 ✅ 5/5 150.52 0.06 n/a
mem_copy_8_cores_2_chans_2048_tile_256_False0 ✅ 5/5 142.92 0.06 n/a
mha0 ✅ 5/5 47104.38 0.18 n/a
relu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 127.28 0.07 n/a
relu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 137.28 0.06 n/a
relu_4_cols_1_channels_2048_tile_512 ✅ 5/5 146.82 0.06 n/a
relu_8_cols_1_channels_2048_tile_256 ✅ 5/5 158.06 0.05 n/a
rms_norm_1_cols_1_channels_2048_tile_2048 ✅ 5/5 127.34 0.06 n/a
rms_norm_1_cols_2_channels_2048_tile_1024 ✅ 5/5 140.10 0.06 n/a
rms_norm_2_cols_1_channels_2048_tile_1024 ✅ 5/5 138.74 0.06 n/a
rms_norm_2_cols_2_channels_2048_tile_512 ✅ 5/5 157.00 0.05 n/a
rms_norm_4_cols_1_channels_2048_tile_512 ✅ 5/5 163.78 0.05 n/a
rms_norm_4_cols_2_channels_2048_tile_256 ✅ 5/5 156.84 0.05 n/a
rms_norm_8_cols_1_channels_2048_tile_256 ✅ 5/5 171.22 0.05 n/a
rms_norm_8_cols_2_channels_2048_tile_128 ✅ 5/5 167.04 0.05 n/a
rope_1_cols_2_channels_4096_tile_4096_0 ✅ 5/5 136.80 0.18 n/a
rope_2_cols_2_channels_4096_tile_2048_0 ✅ 5/5 129.56 0.20 n/a
rope_4_cols_2_channels_4096_tile_1024_0 ✅ 5/5 154.82 0.16 n/a
rope_8_cols_2_channels_4096_tile_512_0 ✅ 5/5 156.12 0.16 n/a
sigmoid_1_cols_1_channels_2048_tile_2048 ✅ 5/5 131.56 0.06 n/a
sigmoid_2_cols_1_channels_2048_tile_1024 ✅ 5/5 148.06 0.06 n/a
sigmoid_4_cols_1_channels_2048_tile_512 ✅ 5/5 154.88 0.05 n/a
sigmoid_8_cols_1_channels_2048_tile_256 ✅ 5/5 152.26 0.05 n/a
silu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 156.34 0.06 n/a
silu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 143.38 0.06 n/a
silu_4_cols_1_channels_2048_tile_512 ✅ 5/5 143.84 0.06 n/a
silu_8_cols_1_channels_2048_tile_256 ✅ 5/5 143.54 0.06 n/a
softmax_1_cols_2_channels_4096_tile_2048 ✅ 5/5 166.50 0.10 n/a
softmax_2_cols_2_channels_4096_tile_1024 ✅ 5/5 135.00 0.13 n/a
softmax_2_cols_2_channels_4096_tile_512 ✅ 5/5 155.06 0.11 n/a
swiglu_decode_1x2048x2048_0 ✅ 5/5 5081.70 0.00 n/a
tanh_1_cols_1_channels_2048_tile_2048 ✅ 5/5 126.84 0.07 n/a
tanh_2_cols_1_channels_2048_tile_1024 ✅ 5/5 147.28 0.06 n/a
tanh_4_cols_1_channels_2048_tile_512 ✅ 5/5 142.62 0.06 n/a
tanh_8_cols_1_channels_2048_tile_256 ✅ 5/5 169.06 0.05 n/a
transpose_2048_M_64_N_1_cols_1_channels_64_m_64_n_8_s0 ✅ 5/5 133.36 3.93 n/a
transpose_2048_M_64_N_1_cols_2_channels_64_m_64_n_8_s0 ✅ 5/5 135.56 3.97 n/a
weighted_rms_norm_1_cols_2_channels_2048_weights_2048 ✅ 5/5 152.80 0.06 n/a
weighted_rms_norm_2_cols_2_channels_2048_weights_1024 ✅ 5/5 156.02 0.05 n/a
weighted_rms_norm_4_cols_2_channels_2048_weights_512 ✅ 5/5 166.00 0.05 n/a
weighted_rms_norm_8_cols_2_channels_2048_weights_256 ✅ 5/5 178.44 0.05 n/a
📈 Trends (vs main branch) for Small Benchmark/Test Suite

7297695 (2025_12_11_18_24_04)

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)
7297695 — 2025-12-11 18:18:470.11 (-9.67%)0.09 (-9.19%)0.08 (-11.78%)0.08 (-3.23%)0.01 (-29.64%)153.60 (+3.36%)140.26 (+9.20%)148.80 (+13.33%)116.00 (+10.69%)15.64 (-19.98%)
140ffa6 — 2025-12-11 00:46:330.12 (n/a)0.10 (n/a)0.09 (n/a)0.08 (n/a)0.02 (n/a)148.60 (n/a)128.44 (n/a)131.30 (n/a)104.80 (n/a)19.55 (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)
7297695 — 2025-12-11 18:18:470.12 (+0.25%)0.09 (-5.62%)0.08 (-3.49%)0.06 (-27.75%)0.02 (+52.13%)212.50 (+38.44%)147.44 (+10.13%)146.40 (+3.61%)104.20 (-0.29%)41.08 (+116.82%)
140ffa6 — 2025-12-11 00:46:330.12 (n/a)0.09 (n/a)0.09 (n/a)0.08 (n/a)0.01 (n/a)153.50 (n/a)133.88 (n/a)141.30 (n/a)104.50 (n/a)18.94 (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)
7297695 — 2025-12-11 18:18:470.11 (+9.22%)0.09 (+1.79%)0.09 (-0.81%)0.07 (-9.03%)0.02 (+77.30%)183.40 (+9.89%)141.80 (+0.04%)140.00 (+0.79%)114.60 (-8.47%)26.98 (+74.97%)
140ffa6 — 2025-12-11 00:46:330.10 (n/a)0.09 (n/a)0.09 (n/a)0.07 (n/a)0.01 (n/a)166.90 (n/a)141.74 (n/a)138.90 (n/a)125.20 (n/a)15.42 (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)
7297695 — 2025-12-11 18:18:470.11 (-6.13%)0.08 (+2.51%)0.08 (+4.36%)0.06 (+32.11%)0.02 (-29.86%)203.70 (-24.33%)157.04 (-7.33%)150.20 (-4.21%)116.50 (+6.49%)32.61 (-45.64%)
140ffa6 — 2025-12-11 00:46:330.11 (n/a)0.08 (n/a)0.08 (n/a)0.05 (n/a)0.02 (n/a)269.20 (n/a)169.46 (n/a)156.80 (n/a)109.40 (n/a)59.99 (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)
7297695 — 2025-12-11 18:18:470.04 (-30.50%)0.04 (-19.97%)0.04 (-8.39%)0.03 (-11.46%)0.00 (-76.99%)152.50 (+12.88%)143.76 (+22.12%)141.80 (+9.16%)134.60 (+43.80%)7.49 (-62.47%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.04 (n/a)0.04 (n/a)0.01 (n/a)135.10 (n/a)117.72 (n/a)129.90 (n/a)93.60 (n/a)19.95 (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)
7297695 — 2025-12-11 18:18:470.05 (-44.04%)0.04 (-14.48%)0.04 (+8.90%)0.03 (+4.62%)0.01 (-71.05%)159.70 (-4.43%)132.34 (+3.65%)124.50 (-8.12%)106.90 (+78.76%)22.58 (-49.67%)
140ffa6 — 2025-12-11 00:46:330.09 (n/a)0.05 (n/a)0.04 (n/a)0.03 (n/a)0.02 (n/a)167.10 (n/a)127.68 (n/a)135.50 (n/a)59.80 (n/a)44.86 (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)
7297695 — 2025-12-11 18:18:470.04 (-26.97%)0.04 (-20.32%)0.04 (-23.80%)0.04 (-8.62%)0.00 (-74.88%)149.00 (+9.48%)143.22 (+24.19%)145.60 (+31.17%)137.00 (+36.86%)5.23 (-62.72%)
140ffa6 — 2025-12-11 00:46:330.05 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)136.10 (n/a)115.32 (n/a)111.00 (n/a)100.10 (n/a)14.02 (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)
7297695 — 2025-12-11 18:18:470.04 (-16.82%)0.04 (-11.88%)0.04 (-6.66%)0.04 (-3.91%)0.00 (-57.89%)142.30 (+4.10%)133.08 (+12.19%)135.00 (+7.14%)119.90 (+20.14%)8.39 (-46.83%)
140ffa6 — 2025-12-11 00:46:330.05 (n/a)0.04 (n/a)0.04 (n/a)0.04 (n/a)0.01 (n/a)136.70 (n/a)118.62 (n/a)126.00 (n/a)99.80 (n/a)15.77 (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)
7297695 — 2025-12-11 18:18:470.05 (+0.73%)0.04 (+12.25%)0.04 (+13.37%)0.04 (+22.56%)0.00 (-32.10%)147.00 (-18.42%)135.90 (-12.30%)143.50 (-11.80%)113.10 (-0.70%)14.45 (-43.43%)
140ffa6 — 2025-12-11 00:46:330.05 (n/a)0.03 (n/a)0.03 (n/a)0.03 (n/a)0.01 (n/a)180.20 (n/a)154.96 (n/a)162.70 (n/a)113.90 (n/a)25.55 (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)
7297695 — 2025-12-11 18:18:470.04 (-1.97%)0.03 (+11.60%)0.04 (+12.19%)0.03 (+27.42%)0.00 (-31.50%)190.40 (-21.52%)156.86 (-12.27%)148.70 (-10.85%)140.70 (+1.96%)20.67 (-46.88%)
140ffa6 — 2025-12-11 00:46:330.04 (n/a)0.03 (n/a)0.03 (n/a)0.02 (n/a)0.01 (n/a)242.60 (n/a)178.80 (n/a)166.80 (n/a)138.00 (n/a)38.92 (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)
7297695 — 2025-12-11 18:18:470.05 (+19.96%)0.03 (+2.97%)0.03 (-0.50%)0.03 (-11.76%)0.01 (+109.30%)194.90 (+13.38%)157.00 (-0.05%)166.80 (+0.48%)109.20 (-16.64%)32.20 (+93.43%)
140ffa6 — 2025-12-11 00:46:330.04 (n/a)0.03 (n/a)0.03 (n/a)0.03 (n/a)0.00 (n/a)171.90 (n/a)157.08 (n/a)166.00 (n/a)131.00 (n/a)16.65 (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)
7297695 — 2025-12-11 18:18:470.03 (-21.23%)0.03 (-4.38%)0.03 (+5.53%)0.03 (+8.69%)0.00 (-74.85%)180.70 (-7.99%)168.98 (+2.30%)166.10 (-5.25%)160.10 (+26.96%)8.17 (-70.10%)
140ffa6 — 2025-12-11 00:46:330.04 (n/a)0.03 (n/a)0.03 (n/a)0.03 (n/a)0.01 (n/a)196.40 (n/a)165.18 (n/a)175.30 (n/a)126.10 (n/a)27.32 (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)
7297695 — 2025-12-11 18:18:470.10 (-17.69%)0.09 (-14.85%)0.09 (-8.89%)0.07 (-26.78%)0.01 (+23.86%)183.90 (+36.63%)143.44 (+19.08%)134.70 (+9.78%)123.10 (+21.52%)25.40 (+107.69%)
140ffa6 — 2025-12-11 00:46:330.12 (n/a)0.10 (n/a)0.10 (n/a)0.09 (n/a)0.01 (n/a)134.60 (n/a)120.46 (n/a)122.70 (n/a)101.30 (n/a)12.23 (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)
7297695 — 2025-12-11 18:18:470.11 (-13.39%)0.09 (-3.84%)0.09 (-1.94%)0.08 (+6.90%)0.01 (-42.45%)159.60 (-6.45%)139.42 (+1.69%)142.90 (+2.00%)113.90 (+15.40%)17.00 (-37.85%)
140ffa6 — 2025-12-11 00:46:330.12 (n/a)0.09 (n/a)0.09 (n/a)0.07 (n/a)0.02 (n/a)170.60 (n/a)137.10 (n/a)140.10 (n/a)98.70 (n/a)27.35 (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)
7297695 — 2025-12-11 18:18:470.10 (-7.84%)0.09 (+1.83%)0.09 (+6.51%)0.08 (+18.93%)0.01 (-45.37%)154.90 (-15.95%)138.94 (-3.98%)137.30 (-6.09%)118.30 (+8.43%)14.08 (-50.04%)
140ffa6 — 2025-12-11 00:46:330.11 (n/a)0.09 (n/a)0.08 (n/a)0.07 (n/a)0.02 (n/a)184.30 (n/a)144.70 (n/a)146.20 (n/a)109.10 (n/a)28.19 (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)
7297695 — 2025-12-11 18:18:470.12 (+28.78%)0.09 (+12.13%)0.09 (+6.70%)0.07 (-1.28%)0.02 (+127.13%)167.80 (+1.33%)134.84 (-8.47%)131.20 (-6.29%)103.90 (-22.35%)27.89 (+80.01%)
140ffa6 — 2025-12-11 00:46:330.09 (n/a)0.08 (n/a)0.09 (n/a)0.07 (n/a)0.01 (n/a)165.60 (n/a)147.32 (n/a)140.00 (n/a)133.80 (n/a)15.49 (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)
7297695 — 2025-12-11 18:18:470.11 (+24.55%)0.10 (+29.38%)0.10 (+30.53%)0.09 (+43.25%)0.01 (-29.03%)134.70 (-30.17%)120.82 (-23.38%)118.50 (-23.35%)113.10 (-19.73%)8.18 (-60.29%)
140ffa6 — 2025-12-11 00:46:330.09 (n/a)0.08 (n/a)0.08 (n/a)0.06 (n/a)0.01 (n/a)192.90 (n/a)157.68 (n/a)154.60 (n/a)140.90 (n/a)20.59 (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)
7297695 — 2025-12-11 18:18:470.12 (+25.15%)0.10 (+16.17%)0.09 (+11.87%)0.07 (-0.28%)0.02 (+122.16%)174.10 (+0.29%)133.12 (-11.84%)133.20 (-10.60%)104.20 (-20.09%)27.37 (+77.13%)
140ffa6 — 2025-12-11 00:46:330.09 (n/a)0.08 (n/a)0.08 (n/a)0.07 (n/a)0.01 (n/a)173.60 (n/a)151.00 (n/a)149.00 (n/a)130.40 (n/a)15.45 (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)
7297695 — 2025-12-11 18:18:470.11 (+30.56%)0.10 (+23.39%)0.10 (+17.87%)0.09 (+27.97%)0.01 (+30.46%)140.20 (-21.85%)127.62 (-18.94%)128.70 (-15.16%)110.80 (-23.43%)11.77 (-21.18%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.08 (n/a)0.08 (n/a)0.07 (n/a)0.01 (n/a)179.40 (n/a)157.44 (n/a)151.70 (n/a)144.70 (n/a)14.93 (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)
7297695 — 2025-12-11 18:18:470.09 (+11.42%)0.08 (+0.24%)0.09 (+14.76%)0.05 (-25.73%)0.02 (+210.93%)236.20 (+34.66%)169.80 (+5.18%)138.20 (-12.86%)132.70 (-10.28%)47.96 (+264.06%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.08 (n/a)0.08 (n/a)0.07 (n/a)0.01 (n/a)175.40 (n/a)161.44 (n/a)158.60 (n/a)147.90 (n/a)13.17 (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)
7297695 — 2025-12-11 18:18:470.08 (+8.48%)0.07 (+4.16%)0.06 (-7.76%)0.06 (+30.59%)0.01 (-17.61%)141.20 (-23.43%)126.54 (-5.50%)131.80 (+8.39%)104.90 (-7.82%)16.45 (-42.94%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.07 (n/a)0.04 (n/a)0.01 (n/a)184.40 (n/a)133.90 (n/a)121.60 (n/a)113.80 (n/a)28.83 (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)
7297695 — 2025-12-11 18:18:470.08 (-0.43%)0.06 (+6.88%)0.06 (+0.47%)0.05 (+6.74%)0.01 (-14.10%)168.20 (-6.30%)136.74 (-7.50%)137.10 (-0.44%)108.10 (+0.46%)23.69 (-21.97%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)179.50 (n/a)147.82 (n/a)137.70 (n/a)107.60 (n/a)30.36 (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)
7297695 — 2025-12-11 18:18:470.06 (-23.65%)0.06 (-1.40%)0.06 (+9.95%)0.05 (+20.60%)0.01 (-66.84%)161.40 (-17.10%)138.64 (-3.41%)132.90 (-9.10%)127.40 (+30.94%)13.63 (-63.25%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.02 (n/a)194.70 (n/a)143.54 (n/a)146.20 (n/a)97.30 (n/a)37.09 (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)
7297695 — 2025-12-11 18:18:470.07 (+4.85%)0.06 (+5.13%)0.07 (+7.94%)0.05 (-3.38%)0.01 (+32.80%)175.00 (+3.55%)133.72 (-3.81%)125.40 (-7.39%)111.20 (-4.63%)25.63 (+30.91%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)169.00 (n/a)139.02 (n/a)135.40 (n/a)116.60 (n/a)19.58 (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)
7297695 — 2025-12-11 18:18:470.07 (+7.18%)0.05 (-7.94%)0.05 (-5.53%)0.03 (-40.03%)0.02 (+177.18%)264.50 (+66.77%)166.82 (+16.98%)152.80 (+5.89%)115.70 (-6.69%)58.54 (+347.06%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)158.60 (n/a)142.60 (n/a)144.30 (n/a)124.00 (n/a)13.09 (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)
7297695 — 2025-12-11 18:18:470.08 (+18.23%)0.05 (-6.10%)0.05 (-12.84%)0.03 (-11.27%)0.02 (+55.00%)243.30 (+12.74%)175.10 (+11.84%)166.40 (+14.76%)107.60 (-15.48%)56.01 (+52.29%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)215.80 (n/a)156.56 (n/a)145.00 (n/a)127.30 (n/a)36.78 (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)
7297695 — 2025-12-11 18:18:470.08 (+51.60%)0.06 (+43.89%)0.06 (+44.22%)0.05 (+43.99%)0.01 (+68.82%)167.70 (-30.53%)136.98 (-30.01%)126.70 (-30.65%)107.50 (-34.01%)25.64 (-21.18%)
140ffa6 — 2025-12-11 00:46:330.05 (n/a)0.04 (n/a)0.04 (n/a)0.03 (n/a)0.01 (n/a)241.40 (n/a)195.72 (n/a)182.70 (n/a)162.90 (n/a)32.53 (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)
7297695 — 2025-12-11 18:18:470.05 (+7.87%)0.05 (+5.31%)0.05 (-0.42%)0.04 (+9.17%)0.00 (-12.32%)186.00 (-8.42%)170.12 (-5.30%)173.90 (+0.40%)152.10 (-7.31%)13.30 (-25.41%)
140ffa6 — 2025-12-11 00:46:330.05 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.00 (n/a)203.10 (n/a)179.64 (n/a)173.20 (n/a)164.10 (n/a)17.84 (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)
7297695 — 2025-12-11 18:18:471.04 (+1.68%)1.03 (+0.58%)1.03 (-0.01%)1.02 (+0.14%)0.01 (+135.55%)24735.30 (-0.14%)24435.88 (-0.57%)24538.80 (+0.01%)24103.00 (-1.65%)251.15 (+131.05%)712.77 (+1.68%)703.12 (+0.58%)700.11 (-0.01%)694.55 (+0.14%)7.24 (+135.55%)
140ffa6 — 2025-12-11 00:46:331.03 (n/a)1.02 (n/a)1.03 (n/a)1.02 (n/a)0.00 (n/a)24768.80 (n/a)24575.56 (n/a)24536.70 (n/a)24508.30 (n/a)108.70 (n/a)700.98 (n/a)699.07 (n/a)700.17 (n/a)693.61 (n/a)3.07 (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)
7297695 — 2025-12-11 18:18:470.98 (-1.04%)0.97 (-0.21%)0.97 (+0.01%)0.97 (-0.45%)0.00 (-40.10%)26038.30 (+0.45%)25875.56 (+0.21%)25893.30 (-0.01%)25771.60 (+1.06%)108.70 (-39.18%)666.62 (-1.04%)663.95 (-0.21%)663.49 (+0.01%)659.79 (-0.45%)2.78 (-40.10%)
140ffa6 — 2025-12-11 00:46:330.99 (n/a)0.97 (n/a)0.97 (n/a)0.97 (n/a)0.01 (n/a)25922.20 (n/a)25821.40 (n/a)25894.80 (n/a)25502.50 (n/a)178.74 (n/a)673.65 (n/a)665.36 (n/a)663.45 (n/a)662.75 (n/a)4.65 (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)
7297695 — 2025-12-11 18:18:470.92 (-1.54%)0.91 (-0.41%)0.91 (+0.01%)0.90 (-0.48%)0.01 (-41.72%)27897.00 (+0.48%)27616.92 (+0.41%)27575.70 (-0.01%)27496.70 (+1.56%)160.91 (-40.41%)624.80 (-1.54%)622.09 (-0.41%)623.01 (+0.01%)615.83 (-0.48%)3.60 (-41.72%)
140ffa6 — 2025-12-11 00:46:330.93 (n/a)0.92 (n/a)0.91 (n/a)0.91 (n/a)0.01 (n/a)27763.70 (n/a)27503.92 (n/a)27579.80 (n/a)27073.90 (n/a)270.05 (n/a)634.56 (n/a)624.68 (n/a)622.92 (n/a)618.79 (n/a)6.18 (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)
7297695 — 2025-12-11 18:18:470.07 (-2.73%)0.07 (+12.95%)0.07 (+31.41%)0.05 (+9.57%)0.01 (-29.27%)159.00 (-8.73%)127.02 (-13.44%)124.80 (-23.90%)109.40 (+2.82%)20.43 (-35.52%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)174.20 (n/a)146.74 (n/a)164.00 (n/a)106.40 (n/a)31.68 (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)
7297695 — 2025-12-11 18:18:470.07 (+5.74%)0.06 (-2.22%)0.05 (-16.17%)0.05 (+11.34%)0.01 (-12.64%)159.80 (-10.17%)143.42 (+1.41%)151.00 (+19.27%)113.50 (-5.42%)19.16 (-25.28%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)177.90 (n/a)141.42 (n/a)126.60 (n/a)120.00 (n/a)25.64 (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)
7297695 — 2025-12-11 18:18:470.08 (+11.96%)0.07 (+17.17%)0.07 (+7.45%)0.06 (+21.87%)0.01 (-11.95%)140.00 (-17.94%)120.20 (-15.52%)124.30 (-6.89%)101.50 (-10.73%)14.97 (-37.30%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)170.60 (n/a)142.28 (n/a)133.50 (n/a)113.70 (n/a)23.88 (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)
7297695 — 2025-12-11 18:18:470.08 (-2.36%)0.06 (+7.79%)0.06 (+10.20%)0.06 (+17.39%)0.01 (-31.23%)148.10 (-14.79%)132.36 (-9.13%)139.50 (-9.30%)105.00 (+2.44%)17.04 (-40.12%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)173.80 (n/a)145.66 (n/a)153.80 (n/a)102.50 (n/a)28.45 (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)
7297695 — 2025-12-11 18:18:470.07 (-1.57%)0.06 (+12.62%)0.06 (+12.64%)0.05 (+31.33%)0.01 (-42.19%)149.50 (-23.88%)133.72 (-13.96%)136.20 (-11.27%)113.70 (+1.61%)15.53 (-55.45%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)196.40 (n/a)155.42 (n/a)153.50 (n/a)111.90 (n/a)34.86 (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)
7297695 — 2025-12-11 18:18:470.06 (+2.84%)0.05 (-9.20%)0.05 (-5.55%)0.04 (-18.87%)0.01 (+53.51%)221.10 (+23.24%)171.64 (+12.40%)164.70 (+5.85%)128.30 (-2.73%)34.25 (+84.87%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)179.40 (n/a)152.70 (n/a)155.60 (n/a)131.90 (n/a)18.53 (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)
7297695 — 2025-12-11 18:18:470.06 (+0.49%)0.05 (-9.92%)0.05 (-23.46%)0.04 (+0.33%)0.01 (-12.25%)185.90 (-0.38%)165.02 (+10.38%)171.90 (+30.62%)127.50 (-0.47%)24.47 (-11.23%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)186.60 (n/a)149.50 (n/a)131.60 (n/a)128.10 (n/a)27.56 (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)
7297695 — 2025-12-11 18:18:470.05 (-6.87%)0.05 (-7.88%)0.05 (-9.89%)0.04 (-4.50%)0.00 (-16.94%)186.70 (+4.71%)172.14 (+8.39%)175.30 (+11.02%)152.70 (+7.38%)14.26 (-6.00%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.00 (n/a)178.30 (n/a)158.82 (n/a)157.90 (n/a)142.20 (n/a)15.17 (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)
7297695 — 2025-12-11 18:18:470.27 (-9.83%)0.23 (+6.15%)0.24 (+22.33%)0.20 (+14.68%)0.03 (-50.15%)0.26 (-9.83%)0.23 (+6.15%)0.24 (+22.33%)0.20 (+14.68%)0.03 (-50.15%)
140ffa6 — 2025-12-11 00:46:330.30 (n/a)0.22 (n/a)0.20 (n/a)0.18 (n/a)0.05 (n/a)0.29 (n/a)0.22 (n/a)0.19 (n/a)0.18 (n/a)0.05 (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)
7297695 — 2025-12-11 18:18:4713.50 (+1.70%)13.07 (+1.07%)13.11 (-0.83%)12.37 (+2.28%)0.43 (-13.32%)13.49 (+1.70%)13.06 (+1.07%)13.10 (-0.83%)12.37 (+2.28%)0.43 (-13.32%)
140ffa6 — 2025-12-11 00:46:3313.28 (n/a)12.93 (n/a)13.22 (n/a)12.10 (n/a)0.50 (n/a)13.27 (n/a)12.93 (n/a)13.21 (n/a)12.09 (n/a)0.50 (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)
7297695 — 2025-12-11 18:18:4724.77 (+0.09%)24.43 (+2.16%)24.36 (+1.56%)24.31 (+6.75%)0.19 (-73.71%)24.76 (+0.09%)24.42 (+2.16%)24.34 (+1.56%)24.30 (+6.75%)0.19 (-73.71%)
140ffa6 — 2025-12-11 00:46:3324.75 (n/a)23.92 (n/a)23.98 (n/a)22.77 (n/a)0.72 (n/a)24.73 (n/a)23.90 (n/a)23.97 (n/a)22.76 (n/a)0.72 (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)
7297695 — 2025-12-11 18:18:4741.27 (+1.56%)36.81 (-2.99%)39.90 (+0.91%)23.19 (-25.43%)7.67 (+96.56%)41.24 (+1.56%)36.79 (-2.99%)39.88 (+0.91%)23.18 (-25.43%)7.66 (+96.56%)
140ffa6 — 2025-12-11 00:46:3340.63 (n/a)37.94 (n/a)39.54 (n/a)31.10 (n/a)3.90 (n/a)40.61 (n/a)37.92 (n/a)39.52 (n/a)31.08 (n/a)3.90 (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)
7297695 — 2025-12-11 18:18:4746.38 (-0.05%)43.06 (-3.14%)44.01 (+0.48%)36.60 (-14.62%)3.75 (+163.74%)46.36 (-0.05%)43.03 (-3.14%)43.98 (+0.48%)36.58 (-14.62%)3.75 (+163.74%)
140ffa6 — 2025-12-11 00:46:3346.41 (n/a)44.45 (n/a)43.80 (n/a)42.87 (n/a)1.42 (n/a)46.38 (n/a)44.42 (n/a)43.77 (n/a)42.85 (n/a)1.42 (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)
7297695 — 2025-12-11 18:18:4713.48 (+1.60%)13.31 (+3.11%)13.28 (+0.16%)13.08 (+6.96%)0.16 (-67.57%)13.47 (+1.60%)13.30 (+3.11%)13.27 (+0.16%)13.07 (+6.96%)0.16 (-67.57%)
140ffa6 — 2025-12-11 00:46:3313.27 (n/a)12.91 (n/a)13.26 (n/a)12.23 (n/a)0.50 (n/a)13.26 (n/a)12.90 (n/a)13.25 (n/a)12.22 (n/a)0.50 (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)
7297695 — 2025-12-11 18:18:4724.79 (+1.56%)22.77 (-5.84%)24.12 (-1.00%)16.65 (-29.92%)3.44 (+1044.80%)24.78 (+1.56%)22.75 (-5.84%)24.10 (-1.00%)16.64 (-29.92%)3.44 (+1044.78%)
140ffa6 — 2025-12-11 00:46:3324.41 (n/a)24.18 (n/a)24.36 (n/a)23.77 (n/a)0.30 (n/a)24.40 (n/a)24.16 (n/a)24.34 (n/a)23.75 (n/a)0.30 (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)
7297695 — 2025-12-11 18:18:4741.65 (+3.97%)39.93 (+1.48%)39.62 (+0.42%)38.83 (+0.24%)1.14 (+101.22%)41.62 (+3.97%)39.90 (+1.48%)39.60 (+0.42%)38.81 (+0.24%)1.14 (+101.22%)
140ffa6 — 2025-12-11 00:46:3340.06 (n/a)39.35 (n/a)39.45 (n/a)38.73 (n/a)0.57 (n/a)40.04 (n/a)39.32 (n/a)39.43 (n/a)38.71 (n/a)0.57 (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)
7297695 — 2025-12-11 18:18:4745.94 (+2.59%)44.57 (+1.32%)44.24 (+1.04%)43.59 (-0.26%)1.06 (+136.53%)45.91 (+2.59%)44.54 (+1.32%)44.22 (+1.04%)43.57 (-0.26%)1.06 (+136.53%)
140ffa6 — 2025-12-11 00:46:3344.78 (n/a)43.98 (n/a)43.79 (n/a)43.71 (n/a)0.45 (n/a)44.75 (n/a)43.96 (n/a)43.76 (n/a)43.68 (n/a)0.45 (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)
7297695 — 2025-12-11 18:18:470.06 (+6.30%)0.05 (-1.48%)0.04 (-7.55%)0.04 (+0.04%)0.01 (+22.75%)232.60 (+0.00%)184.44 (+2.66%)195.90 (+8.17%)134.30 (-5.95%)39.78 (+14.19%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)232.60 (n/a)179.66 (n/a)181.10 (n/a)142.80 (n/a)34.84 (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)
7297695 — 2025-12-11 18:18:470.07 (-3.65%)0.06 (+1.66%)0.06 (+13.28%)0.04 (+18.21%)0.01 (-39.33%)183.50 (-15.40%)147.38 (-5.59%)147.70 (-11.72%)116.90 (+3.82%)24.82 (-43.37%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.05 (n/a)0.04 (n/a)0.02 (n/a)216.90 (n/a)156.10 (n/a)167.30 (n/a)112.60 (n/a)43.83 (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)
7297695 — 2025-12-11 18:18:470.07 (+16.29%)0.06 (+17.82%)0.06 (+14.67%)0.06 (+22.87%)0.01 (+11.56%)142.90 (-18.62%)127.14 (-15.25%)130.20 (-12.79%)113.40 (-14.03%)12.69 (-23.68%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)175.60 (n/a)150.02 (n/a)149.30 (n/a)131.90 (n/a)16.62 (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)
7297695 — 2025-12-11 18:18:470.08 (+21.94%)0.07 (+12.67%)0.07 (+25.94%)0.04 (-15.64%)0.02 (+203.00%)190.50 (+18.54%)132.74 (-6.76%)113.70 (-20.55%)102.60 (-17.99%)37.33 (+191.94%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)160.70 (n/a)142.36 (n/a)143.10 (n/a)125.10 (n/a)12.79 (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)
7297695 — 2025-12-11 18:18:470.07 (-13.15%)0.06 (-9.87%)0.07 (-7.18%)0.05 (-14.24%)0.01 (+1.44%)157.50 (+16.58%)130.46 (+11.26%)124.50 (+7.70%)119.00 (+15.20%)16.03 (+35.48%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)135.10 (n/a)117.26 (n/a)115.60 (n/a)103.30 (n/a)11.83 (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)
7297695 — 2025-12-11 18:18:470.07 (-0.78%)0.05 (-15.33%)0.05 (-21.54%)0.04 (-27.71%)0.01 (+116.40%)206.20 (+38.39%)160.92 (+21.36%)167.90 (+27.49%)121.50 (+0.83%)32.04 (+197.94%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.00 (n/a)149.00 (n/a)132.60 (n/a)131.70 (n/a)120.50 (n/a)10.75 (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)
7297695 — 2025-12-11 18:18:470.07 (+12.43%)0.06 (-0.78%)0.05 (-4.71%)0.05 (-4.00%)0.01 (+142.65%)162.50 (+4.17%)150.52 (+1.77%)157.20 (+4.94%)121.50 (-11.05%)16.98 (+123.68%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.00 (n/a)156.00 (n/a)147.90 (n/a)149.80 (n/a)136.60 (n/a)7.59 (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)
7297695 — 2025-12-11 18:18:470.07 (-8.51%)0.06 (-4.53%)0.06 (-1.64%)0.05 (+9.95%)0.01 (-18.77%)167.50 (-9.07%)142.92 (+3.76%)133.50 (+1.68%)122.30 (+9.29%)21.69 (-21.00%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)184.20 (n/a)137.74 (n/a)131.30 (n/a)111.90 (n/a)27.46 (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)
7297695 — 2025-12-11 18:18:470.18 (+0.63%)0.18 (+0.31%)0.18 (-0.02%)0.18 (+0.47%)0.00 (+39.41%)47285.60 (-0.46%)47104.38 (-0.31%)47222.10 (+0.02%)46827.60 (-0.63%)208.83 (+37.86%)
140ffa6 — 2025-12-11 00:46:330.18 (n/a)0.18 (n/a)0.18 (n/a)0.18 (n/a)0.00 (n/a)47506.30 (n/a)47249.58 (n/a)47211.20 (n/a)47123.40 (n/a)151.47 (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)
7297695 — 2025-12-11 18:18:470.08 (+16.12%)0.07 (+28.85%)0.07 (+41.73%)0.05 (+34.67%)0.01 (-12.37%)159.10 (-25.76%)127.28 (-24.81%)124.00 (-29.47%)100.30 (-13.83%)24.91 (-44.89%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)214.30 (n/a)169.28 (n/a)175.80 (n/a)116.40 (n/a)45.20 (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)
7297695 — 2025-12-11 18:18:470.07 (-10.06%)0.06 (-1.12%)0.06 (+7.08%)0.05 (+14.54%)0.01 (-49.23%)163.00 (-12.69%)137.28 (-2.75%)129.20 (-6.65%)116.80 (+11.13%)18.51 (-48.86%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.02 (n/a)186.70 (n/a)141.16 (n/a)138.40 (n/a)105.10 (n/a)36.20 (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)
7297695 — 2025-12-11 18:18:470.07 (-0.29%)0.06 (-4.30%)0.05 (-9.63%)0.05 (-15.86%)0.01 (+72.03%)176.00 (+18.84%)146.82 (+6.25%)157.30 (+10.62%)117.90 (+0.26%)24.75 (+103.15%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.06 (n/a)0.01 (n/a)148.10 (n/a)138.18 (n/a)142.20 (n/a)117.60 (n/a)12.18 (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)
7297695 — 2025-12-11 18:18:470.07 (+18.09%)0.05 (+15.01%)0.05 (+7.07%)0.04 (+7.85%)0.01 (+55.28%)213.80 (-7.29%)158.06 (-11.36%)157.90 (-6.62%)122.30 (-15.30%)37.97 (+15.34%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)230.60 (n/a)178.32 (n/a)169.10 (n/a)144.40 (n/a)32.92 (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)
7297695 — 2025-12-11 18:18:470.07 (-6.27%)0.06 (+10.14%)0.06 (+12.79%)0.06 (+30.91%)0.01 (-57.81%)136.40 (-23.63%)127.34 (-11.80%)128.30 (-11.33%)111.90 (+6.67%)9.84 (-65.49%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)178.60 (n/a)144.38 (n/a)144.70 (n/a)104.90 (n/a)28.51 (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)
7297695 — 2025-12-11 18:18:470.07 (+1.96%)0.06 (+6.12%)0.05 (-7.13%)0.05 (+30.78%)0.01 (-25.11%)162.90 (-23.56%)140.10 (-8.03%)149.80 (+7.69%)118.70 (-1.90%)20.07 (-46.18%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)213.10 (n/a)152.34 (n/a)139.10 (n/a)121.00 (n/a)37.29 (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)
7297695 — 2025-12-11 18:18:470.07 (+2.40%)0.06 (+8.05%)0.06 (-2.19%)0.05 (+23.38%)0.01 (-23.85%)168.20 (-18.98%)138.74 (-9.32%)139.20 (+2.20%)117.90 (-2.40%)20.32 (-41.40%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)207.60 (n/a)153.00 (n/a)136.20 (n/a)120.80 (n/a)34.67 (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)
7297695 — 2025-12-11 18:18:470.07 (+0.02%)0.05 (-7.83%)0.05 (-10.99%)0.04 (-17.85%)0.01 (+21.54%)207.60 (+21.69%)157.00 (+10.11%)156.00 (+12.39%)119.80 (+0.00%)33.12 (+49.46%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)170.60 (n/a)142.58 (n/a)138.80 (n/a)119.80 (n/a)22.16 (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)
7297695 — 2025-12-11 18:18:470.06 (-8.15%)0.05 (-7.41%)0.06 (-0.52%)0.03 (-9.31%)0.01 (+4.13%)239.40 (+10.27%)163.78 (+9.29%)139.70 (+0.58%)126.40 (+8.87%)47.79 (+19.98%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)217.10 (n/a)149.86 (n/a)138.90 (n/a)116.10 (n/a)39.83 (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)
7297695 — 2025-12-11 18:18:470.06 (-5.02%)0.05 (+2.43%)0.06 (+8.51%)0.04 (+4.07%)0.01 (-15.83%)213.40 (-3.92%)156.84 (-3.23%)144.10 (-7.81%)138.40 (+5.33%)31.74 (-13.03%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)222.10 (n/a)162.08 (n/a)156.30 (n/a)131.40 (n/a)36.50 (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)
7297695 — 2025-12-11 18:18:470.05 (-12.08%)0.05 (-6.03%)0.05 (-7.69%)0.05 (-4.09%)0.00 (-34.98%)180.50 (+4.27%)171.22 (+6.06%)178.60 (+8.37%)155.00 (+13.72%)11.46 (-20.84%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)173.10 (n/a)161.44 (n/a)164.80 (n/a)136.30 (n/a)14.48 (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)
7297695 — 2025-12-11 18:18:470.06 (-8.98%)0.05 (-1.86%)0.05 (+1.15%)0.04 (-4.74%)0.01 (-24.27%)196.80 (+4.96%)167.04 (+1.36%)166.80 (-1.13%)148.40 (+9.93%)19.24 (-13.56%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)187.50 (n/a)164.80 (n/a)168.70 (n/a)135.00 (n/a)22.26 (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)
7297695 — 2025-12-11 18:18:470.21 (-1.97%)0.18 (+0.01%)0.17 (-1.40%)0.16 (+1.04%)0.02 (+0.39%)156.40 (-1.01%)136.80 (-0.01%)142.20 (+1.43%)118.40 (+1.98%)17.41 (-0.10%)
140ffa6 — 2025-12-11 00:46:330.21 (n/a)0.18 (n/a)0.18 (n/a)0.16 (n/a)0.02 (n/a)158.00 (n/a)136.82 (n/a)140.20 (n/a)116.10 (n/a)17.42 (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)
7297695 — 2025-12-11 18:18:470.25 (+16.29%)0.20 (+11.50%)0.19 (+7.20%)0.15 (-4.29%)0.04 (+75.82%)163.40 (+4.48%)129.56 (-8.13%)132.00 (-6.71%)97.20 (-13.98%)27.75 (+56.25%)
140ffa6 — 2025-12-11 00:46:330.22 (n/a)0.18 (n/a)0.17 (n/a)0.16 (n/a)0.02 (n/a)156.40 (n/a)141.02 (n/a)141.50 (n/a)113.00 (n/a)17.76 (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)
7297695 — 2025-12-11 18:18:470.17 (-23.78%)0.16 (-10.83%)0.16 (-13.49%)0.15 (+2.17%)0.01 (-77.21%)165.10 (-2.13%)154.82 (+10.05%)154.40 (+15.57%)148.30 (+31.24%)6.48 (-71.03%)
140ffa6 — 2025-12-11 00:46:330.22 (n/a)0.18 (n/a)0.18 (n/a)0.15 (n/a)0.03 (n/a)168.70 (n/a)140.68 (n/a)133.60 (n/a)113.00 (n/a)22.37 (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)
7297695 — 2025-12-11 18:18:470.18 (-9.45%)0.16 (-3.63%)0.16 (-4.60%)0.14 (+6.48%)0.02 (-29.37%)179.70 (-6.11%)156.12 (+2.32%)154.80 (+4.88%)133.40 (+10.52%)21.90 (-26.71%)
140ffa6 — 2025-12-11 00:46:330.20 (n/a)0.17 (n/a)0.17 (n/a)0.13 (n/a)0.03 (n/a)191.40 (n/a)152.58 (n/a)147.60 (n/a)120.70 (n/a)29.88 (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)
7297695 — 2025-12-11 18:18:470.09 (+53.41%)0.06 (+15.40%)0.06 (+5.49%)0.05 (-0.99%)0.02 (+543.55%)153.40 (+0.99%)131.56 (-10.22%)141.70 (-5.22%)90.80 (-34.77%)25.42 (+316.37%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.00 (n/a)151.90 (n/a)146.54 (n/a)149.50 (n/a)139.20 (n/a)6.11 (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)
7297695 — 2025-12-11 18:18:470.07 (-13.35%)0.06 (-9.58%)0.06 (-1.70%)0.04 (-11.65%)0.01 (-19.80%)182.10 (+13.18%)148.06 (+10.28%)138.60 (+1.69%)125.10 (+15.41%)22.29 (+6.60%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)160.90 (n/a)134.26 (n/a)136.30 (n/a)108.40 (n/a)20.91 (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)
7297695 — 2025-12-11 18:18:470.06 (-5.79%)0.05 (-1.72%)0.06 (+5.60%)0.04 (-6.16%)0.01 (-5.49%)182.80 (+6.59%)154.88 (+1.77%)146.50 (-5.30%)141.10 (+6.17%)17.35 (+7.72%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)171.50 (n/a)152.18 (n/a)154.70 (n/a)132.90 (n/a)16.11 (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)
7297695 — 2025-12-11 18:18:470.06 (+4.32%)0.05 (+12.14%)0.06 (+17.06%)0.05 (+14.82%)0.01 (-7.80%)176.60 (-12.92%)152.26 (-11.15%)146.70 (-14.56%)137.40 (-4.18%)16.37 (-23.30%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)202.80 (n/a)171.36 (n/a)171.70 (n/a)143.40 (n/a)21.35 (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)
7297695 — 2025-12-11 18:18:470.08 (-6.54%)0.06 (-7.17%)0.06 (+0.66%)0.04 (-21.79%)0.02 (+7.73%)220.90 (+27.84%)156.34 (+10.74%)146.30 (-0.68%)98.70 (+6.93%)46.25 (+55.55%)
140ffa6 — 2025-12-11 00:46:330.09 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.02 (n/a)172.80 (n/a)141.18 (n/a)147.30 (n/a)92.30 (n/a)29.73 (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)
7297695 — 2025-12-11 18:18:470.07 (-3.90%)0.06 (-4.07%)0.06 (+0.46%)0.05 (-3.10%)0.01 (-19.93%)176.80 (+3.21%)143.38 (+3.55%)140.40 (-0.43%)118.80 (+4.12%)21.61 (-10.43%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)171.30 (n/a)138.46 (n/a)141.00 (n/a)114.10 (n/a)24.12 (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)
7297695 — 2025-12-11 18:18:470.07 (-3.74%)0.06 (-11.33%)0.06 (-11.83%)0.05 (-20.93%)0.01 (+111.94%)169.30 (+26.44%)143.84 (+14.18%)144.40 (+13.34%)120.10 (+3.89%)19.70 (+177.31%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.07 (n/a)0.06 (n/a)0.06 (n/a)0.00 (n/a)133.90 (n/a)125.98 (n/a)127.40 (n/a)115.60 (n/a)7.10 (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)
7297695 — 2025-12-11 18:18:470.07 (+23.07%)0.06 (+7.07%)0.06 (+4.49%)0.05 (-11.80%)0.01 (+268.23%)181.70 (+13.35%)143.54 (-3.72%)141.60 (-4.26%)111.10 (-18.79%)29.22 (+238.81%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.00 (n/a)160.30 (n/a)149.08 (n/a)147.90 (n/a)136.80 (n/a)8.62 (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)
7297695 — 2025-12-11 18:18:470.13 (-21.43%)0.10 (-14.10%)0.10 (-17.67%)0.08 (+9.59%)0.02 (-34.70%)208.10 (-8.77%)166.50 (+12.24%)156.50 (+21.41%)128.20 (+27.31%)36.57 (-25.12%)
140ffa6 — 2025-12-11 00:46:330.16 (n/a)0.12 (n/a)0.13 (n/a)0.07 (n/a)0.03 (n/a)228.10 (n/a)148.34 (n/a)128.90 (n/a)100.70 (n/a)48.84 (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)
7297695 — 2025-12-11 18:18:470.16 (+7.61%)0.13 (+1.07%)0.13 (-6.02%)0.09 (+22.14%)0.03 (-10.69%)178.00 (-18.12%)135.00 (-3.54%)130.40 (+6.36%)100.20 (-7.05%)28.95 (-34.83%)
140ffa6 — 2025-12-11 00:46:330.15 (n/a)0.12 (n/a)0.13 (n/a)0.08 (n/a)0.03 (n/a)217.40 (n/a)139.96 (n/a)122.60 (n/a)107.80 (n/a)44.42 (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)
7297695 — 2025-12-11 18:18:470.12 (-12.86%)0.11 (-14.12%)0.12 (-5.98%)0.08 (-34.02%)0.02 (+95.77%)211.00 (+51.58%)155.06 (+19.28%)140.60 (+6.35%)132.90 (+14.77%)32.14 (+250.90%)
140ffa6 — 2025-12-11 00:46:330.14 (n/a)0.13 (n/a)0.12 (n/a)0.12 (n/a)0.01 (n/a)139.20 (n/a)130.00 (n/a)132.20 (n/a)115.80 (n/a)9.16 (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)
7297695 — 2025-12-11 18:18:470.00 (-3.21%)0.00 (-4.44%)0.00 (-0.57%)0.00 (-6.85%)0.00 (+2.96%)5493.80 (+7.36%)5081.70 (+4.70%)4972.40 (+0.57%)4684.50 (+3.32%)330.68 (+15.09%)
140ffa6 — 2025-12-11 00:46:330.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)5117.30 (n/a)4853.36 (n/a)4944.10 (n/a)4533.90 (n/a)287.33 (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)
7297695 — 2025-12-11 18:18:470.09 (+8.36%)0.07 (-0.61%)0.06 (-5.83%)0.06 (+1.47%)0.01 (+8.79%)148.50 (-1.46%)126.84 (+0.79%)134.20 (+6.25%)95.70 (-7.71%)21.14 (-0.38%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.07 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)150.70 (n/a)125.84 (n/a)126.30 (n/a)103.70 (n/a)21.22 (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)
7297695 — 2025-12-11 18:18:470.08 (+7.30%)0.06 (-11.35%)0.06 (-11.30%)0.05 (-17.36%)0.01 (+118.85%)170.00 (+21.00%)147.28 (+15.31%)147.90 (+12.73%)107.20 (-6.78%)24.99 (+144.87%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.06 (n/a)0.01 (n/a)140.50 (n/a)127.72 (n/a)131.20 (n/a)115.00 (n/a)10.21 (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)
7297695 — 2025-12-11 18:18:470.07 (-10.98%)0.06 (-13.95%)0.05 (-19.17%)0.05 (-5.41%)0.01 (-10.38%)151.80 (+5.71%)142.62 (+16.14%)149.10 (+23.73%)113.10 (+12.31%)16.55 (+6.36%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)143.60 (n/a)122.80 (n/a)120.50 (n/a)100.70 (n/a)15.56 (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)
7297695 — 2025-12-11 18:18:470.06 (-14.69%)0.05 (-12.35%)0.05 (-9.39%)0.04 (-12.15%)0.01 (-16.47%)209.00 (+13.83%)169.06 (+13.91%)154.10 (+10.39%)141.80 (+17.29%)29.68 (+10.90%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)183.60 (n/a)148.42 (n/a)139.60 (n/a)120.90 (n/a)26.77 (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)
7297695 — 2025-12-11 18:18:474.08 (-5.78%)3.93 (+9.31%)3.94 (+8.00%)3.76 (+25.37%)0.11 (-79.21%)139.30 (-20.22%)133.36 (-10.07%)133.20 (-7.37%)128.50 (+6.11%)3.86 (-82.43%)
140ffa6 — 2025-12-11 00:46:334.33 (n/a)3.60 (n/a)3.65 (n/a)3.00 (n/a)0.54 (n/a)174.60 (n/a)148.30 (n/a)143.80 (n/a)121.10 (n/a)21.96 (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)
7297695 — 2025-12-11 18:18:475.15 (+19.40%)3.97 (+2.31%)3.85 (-6.86%)3.31 (+14.34%)0.74 (+26.71%)158.20 (-12.55%)135.56 (-1.90%)136.00 (+7.34%)101.80 (-16.28%)23.04 (-7.24%)
140ffa6 — 2025-12-11 00:46:334.31 (n/a)3.88 (n/a)4.14 (n/a)2.90 (n/a)0.59 (n/a)180.90 (n/a)138.18 (n/a)126.70 (n/a)121.60 (n/a)24.84 (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)
7297695 — 2025-12-11 18:18:470.07 (+26.03%)0.06 (+9.40%)0.07 (+25.63%)0.04 (-22.65%)0.02 (+254.93%)230.00 (+29.29%)152.80 (-2.44%)125.00 (-20.38%)113.30 (-20.66%)49.19 (+261.72%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.00 (n/a)177.90 (n/a)156.62 (n/a)157.00 (n/a)142.80 (n/a)13.60 (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)
7297695 — 2025-12-11 18:18:470.05 (-23.98%)0.05 (-3.21%)0.05 (+3.57%)0.05 (+17.11%)0.00 (-76.41%)168.70 (-14.58%)156.02 (+0.23%)151.30 (-3.45%)149.10 (+31.60%)8.22 (-73.02%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)197.50 (n/a)155.66 (n/a)156.70 (n/a)113.30 (n/a)30.46 (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)
7297695 — 2025-12-11 18:18:470.07 (-9.78%)0.05 (-13.27%)0.05 (-21.47%)0.04 (+8.21%)0.01 (-24.14%)206.50 (-7.56%)166.00 (+12.53%)172.80 (+27.34%)124.00 (+10.81%)31.59 (-27.66%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)223.40 (n/a)147.52 (n/a)135.70 (n/a)111.90 (n/a)43.67 (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)
7297695 — 2025-12-11 18:18:470.05 (-27.14%)0.05 (-13.71%)0.05 (-10.22%)0.04 (+6.31%)0.01 (-58.13%)212.40 (-5.93%)178.44 (+11.22%)174.70 (+11.34%)152.60 (+37.23%)22.90 (-46.07%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)225.80 (n/a)160.44 (n/a)156.90 (n/a)111.20 (n/a)42.46 (n/a)

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📊 Test Results for Small Benchmark/Test Suite

790ee65 (2025_12_12_00_15_46)

IRONCLAD

Tested on 2025_12_12_00_15_46 at commit 790ee65.

Test Checks Latency (mean)Bandwidth (mean)GFLOP/s (mean)
axpy_1_cols_2_channels_2048_tile_2048_3.0_0 ✅ 5/5 130.08 0.09 n/a
axpy_2_cols_2_channels_2048_tile_1024_3.0_0 ✅ 5/5 135.56 0.09 n/a
axpy_4_cols_2_channels_2048_tile_512_3.0_0 ✅ 5/5 139.44 0.09 n/a
axpy_8_cols_2_channels_2048_tile_256_3.0_0 ✅ 5/5 169.14 0.07 n/a
dequant_1_cols_1_channels_2048_tile_2048_0 ✅ 5/5 134.80 0.04 n/a
dequant_1_cols_2_channels_2048_tile_1024_0 ✅ 5/5 135.36 0.04 n/a
dequant_2_cols_1_channels_2048_tile_1024_0 ✅ 5/5 147.00 0.04 n/a
dequant_2_cols_2_channels_2048_tile_512_0 ✅ 5/5 136.02 0.04 n/a
dequant_4_cols_1_channels_2048_tile_512_0 ✅ 5/5 140.94 0.04 n/a
dequant_4_cols_2_channels_2048_tile_256_0 ✅ 5/5 160.34 0.03 n/a
dequant_8_cols_1_channels_2048_tile_256_0 ✅ 5/5 141.58 0.04 n/a
dequant_8_cols_2_channels_2048_tile_128_0 ✅ 5/5 150.04 0.04 n/a
eltwise_add_1_cols_2_channels_2048_tile_2048 ✅ 5/5 129.26 0.10 n/a
eltwise_add_2_cols_2_channels_2048_tile_1024 ✅ 5/5 122.30 0.10 n/a
eltwise_add_4_cols_2_channels_2048_tile_512 ✅ 5/5 129.56 0.10 n/a
eltwise_add_8_cols_2_channels_2048_tile_256 ✅ 5/5 140.12 0.09 n/a
eltwise_mul_1_cols_2_channels_2048_tile_2048 ✅ 5/5 126.68 0.10 n/a
eltwise_mul_2_cols_2_channels_2048_tile_1024 ✅ 5/5 129.68 0.10 n/a
eltwise_mul_4_cols_2_channels_2048_tile_512 ✅ 5/5 136.58 0.09 n/a
eltwise_mul_8_cols_2_channels_2048_tile_256 ✅ 5/5 138.00 0.09 n/a
gelu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 124.50 0.07 n/a
gelu_1_cols_2_channels_2048_tile_1024 ✅ 5/5 130.40 0.06 n/a
gelu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 142.38 0.06 n/a
gelu_2_cols_2_channels_2048_tile_512 ✅ 5/5 124.98 0.07 n/a
gelu_4_cols_1_channels_2048_tile_512 ✅ 5/5 138.94 0.06 n/a
gelu_4_cols_2_channels_2048_tile_256 ✅ 5/5 158.10 0.05 n/a
gelu_8_cols_1_channels_2048_tile_256 ✅ 5/5 141.64 0.06 n/a
gelu_8_cols_2_channels_2048_tile_128 ✅ 5/5 171.68 0.05 n/a
gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_0_ccolmaj_0_0 ✅ 5/5 24465.34 1.03 n/a
gemm_2048x2048x2048_64x64x64_2_cols_0_bcolmaj_1_ccolmaj_0_0 ✅ 5/5 25916.00 0.97 n/a
gemm_2048x2048x2048_64x64x64_2_cols_1_bcolmaj_0_ccolmaj_0_0 ✅ 5/5 27462.64 0.92 n/a
layer_norm_1_cols_1_channels_2048_tile_2048 ✅ 5/5 162.94 0.05 n/a
layer_norm_1_cols_2_channels_2048_tile_1024 ✅ 5/5 160.00 0.05 n/a
layer_norm_2_cols_1_channels_2048_tile_1024 ✅ 5/5 135.18 0.06 n/a
layer_norm_2_cols_2_channels_2048_tile_512 ✅ 5/5 147.34 0.06 n/a
layer_norm_4_cols_1_channels_2048_tile_512 ✅ 5/5 154.48 0.06 n/a
layer_norm_4_cols_2_channels_2048_tile_256 ✅ 5/5 154.04 0.05 n/a
layer_norm_8_cols_1_channels_2048_tile_256 ✅ 5/5 160.16 0.05 n/a
layer_norm_8_cols_2_channels_2048_tile_128 ✅ 5/5 171.32 0.05 n/a
matrix_vector_mul_128x128_32_1col0 ✅ 5/5 n/a 0.22 n/a
matrix_vector_mul_2048x8192_1_1col0 ✅ 5/5 n/a 13.20 n/a
matrix_vector_mul_2048x8192_1_2col0 ✅ 5/5 n/a 24.29 n/a
matrix_vector_mul_2048x8192_1_4col0 ✅ 5/5 n/a 39.71 n/a
matrix_vector_mul_2048x8192_1_8col0 ✅ 5/5 n/a 43.36 n/a
matrix_vector_mul_8192x2048_4_1col0 ✅ 5/5 n/a 13.29 n/a
matrix_vector_mul_8192x2048_4_2col0 ✅ 5/5 n/a 24.23 n/a
matrix_vector_mul_8192x2048_4_4col0 ✅ 5/5 n/a 39.26 n/a
matrix_vector_mul_8192x2048_4_8col0 ✅ 5/5 n/a 44.63 n/a
mem_copy_16_cores_2_chans_2048_tile_128_False0 ✅ 5/5 190.92 0.05 n/a
mem_copy_1_cores_1_chans_2048_tile_2048_False0 ✅ 5/5 156.86 0.05 n/a
mem_copy_2_cores_1_chans_2048_tile_1024_False0 ✅ 5/5 136.48 0.06 n/a
mem_copy_2_cores_2_chans_2048_tile_1024_False0 ✅ 5/5 144.96 0.06 n/a
mem_copy_4_cores_1_chans_2048_tile_512_False0 ✅ 5/5 141.28 0.06 n/a
mem_copy_4_cores_2_chans_2048_tile_512_False0 ✅ 5/5 155.32 0.06 n/a
mem_copy_8_cores_1_chans_2048_tile_256_False0 ✅ 5/5 157.96 0.05 n/a
mem_copy_8_cores_2_chans_2048_tile_256_False0 ✅ 5/5 169.14 0.05 n/a
mha0 ✅ 5/5 47275.22 0.18 n/a
relu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 127.72 0.07 n/a
relu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 154.16 0.05 n/a
relu_4_cols_1_channels_2048_tile_512 ✅ 5/5 118.06 0.07 n/a
relu_8_cols_1_channels_2048_tile_256 ✅ 5/5 140.42 0.06 n/a
rms_norm_1_cols_1_channels_2048_tile_2048 ✅ 5/5 131.58 0.06 n/a
rms_norm_1_cols_2_channels_2048_tile_1024 ✅ 5/5 148.12 0.06 n/a
rms_norm_2_cols_1_channels_2048_tile_1024 ✅ 5/5 129.52 0.06 n/a
rms_norm_2_cols_2_channels_2048_tile_512 ✅ 5/5 142.64 0.06 n/a
rms_norm_4_cols_1_channels_2048_tile_512 ✅ 5/5 127.08 0.07 n/a
rms_norm_4_cols_2_channels_2048_tile_256 ✅ 5/5 144.52 0.06 n/a
rms_norm_8_cols_1_channels_2048_tile_256 ✅ 5/5 151.90 0.06 n/a
rms_norm_8_cols_2_channels_2048_tile_128 ✅ 5/5 134.90 0.06 n/a
rope_1_cols_2_channels_4096_tile_4096_0 ✅ 5/5 129.90 0.19 n/a
rope_2_cols_2_channels_4096_tile_2048_0 ✅ 5/5 129.38 0.19 n/a
rope_4_cols_2_channels_4096_tile_1024_0 ✅ 5/5 135.16 0.19 n/a
rope_8_cols_2_channels_4096_tile_512_0 ✅ 5/5 151.86 0.16 n/a
sigmoid_1_cols_1_channels_2048_tile_2048 ✅ 5/5 98.56 0.08 n/a
sigmoid_2_cols_1_channels_2048_tile_1024 ✅ 5/5 137.70 0.06 n/a
sigmoid_4_cols_1_channels_2048_tile_512 ✅ 5/5 126.68 0.07 n/a
sigmoid_8_cols_1_channels_2048_tile_256 ✅ 5/5 135.02 0.06 n/a
silu_1_cols_1_channels_2048_tile_2048 ✅ 5/5 125.62 0.07 n/a
silu_2_cols_1_channels_2048_tile_1024 ✅ 5/5 139.28 0.06 n/a
silu_4_cols_1_channels_2048_tile_512 ✅ 5/5 157.70 0.05 n/a
silu_8_cols_1_channels_2048_tile_256 ✅ 5/5 175.50 0.05 n/a
softmax_1_cols_2_channels_4096_tile_2048 ✅ 5/5 161.50 0.11 n/a
softmax_2_cols_2_channels_4096_tile_1024 ✅ 5/5 151.78 0.12 n/a
softmax_2_cols_2_channels_4096_tile_512 ✅ 5/5 148.04 0.12 n/a
swiglu_decode_1x2048x2048_0 ✅ 5/5 5061.62 0.00 n/a
tanh_1_cols_1_channels_2048_tile_2048 ✅ 5/5 131.84 0.06 n/a
tanh_2_cols_1_channels_2048_tile_1024 ✅ 5/5 128.46 0.06 n/a
tanh_4_cols_1_channels_2048_tile_512 ✅ 5/5 132.78 0.06 n/a
tanh_8_cols_1_channels_2048_tile_256 ✅ 5/5 149.56 0.06 n/a
transpose_2048_M_64_N_1_cols_1_channels_64_m_64_n_8_s0 ✅ 5/5 133.10 3.96 n/a
transpose_2048_M_64_N_1_cols_2_channels_64_m_64_n_8_s0 ✅ 5/5 142.98 3.83 n/a
weighted_rms_norm_1_cols_2_channels_2048_weights_2048 ✅ 5/5 133.46 0.06 n/a
weighted_rms_norm_2_cols_2_channels_2048_weights_1024 ✅ 5/5 146.34 0.06 n/a
weighted_rms_norm_4_cols_2_channels_2048_weights_512 ✅ 5/5 167.72 0.05 n/a
weighted_rms_norm_8_cols_2_channels_2048_weights_256 ✅ 5/5 176.24 0.05 n/a
📈 Trends (vs main branch) for Small Benchmark/Test Suite

790ee65 (2025_12_12_00_15_46)

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)
790ee65 — 2025-12-12 00:10:280.10 (-11.38%)0.09 (-2.78%)0.09 (-1.77%)0.09 (+7.89%)0.01 (-58.33%)137.80 (-7.27%)130.08 (+1.28%)133.70 (+1.83%)118.30 (+12.88%)8.49 (-56.55%)
140ffa6 — 2025-12-11 00:46:330.12 (n/a)0.10 (n/a)0.09 (n/a)0.08 (n/a)0.02 (n/a)148.60 (n/a)128.44 (n/a)131.30 (n/a)104.80 (n/a)19.55 (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)
790ee65 — 2025-12-12 00:10:280.11 (-3.46%)0.09 (-0.71%)0.09 (+2.25%)0.08 (-2.46%)0.02 (+8.58%)157.40 (+2.54%)135.56 (+1.25%)138.20 (-2.19%)108.20 (+3.54%)22.65 (+19.58%)
140ffa6 — 2025-12-11 00:46:330.12 (n/a)0.09 (n/a)0.09 (n/a)0.08 (n/a)0.01 (n/a)153.50 (n/a)133.88 (n/a)141.30 (n/a)104.50 (n/a)18.94 (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)
790ee65 — 2025-12-12 00:10:280.10 (+0.31%)0.09 (+1.58%)0.09 (-2.11%)0.08 (+6.67%)0.01 (+1.30%)156.40 (-6.29%)139.44 (-1.62%)141.90 (+2.16%)124.80 (-0.32%)14.06 (-8.82%)
140ffa6 — 2025-12-11 00:46:330.10 (n/a)0.09 (n/a)0.09 (n/a)0.07 (n/a)0.01 (n/a)166.90 (n/a)141.74 (n/a)138.90 (n/a)125.20 (n/a)15.42 (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)
790ee65 — 2025-12-12 00:10:280.08 (-24.79%)0.07 (-6.95%)0.07 (-4.46%)0.06 (+40.07%)0.01 (-63.07%)192.20 (-28.60%)169.14 (-0.19%)164.10 (+4.66%)145.40 (+32.91%)20.54 (-65.75%)
140ffa6 — 2025-12-11 00:46:330.11 (n/a)0.08 (n/a)0.08 (n/a)0.05 (n/a)0.02 (n/a)269.20 (n/a)169.46 (n/a)156.80 (n/a)109.40 (n/a)59.99 (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)
790ee65 — 2025-12-12 00:10:280.05 (-9.02%)0.04 (-13.17%)0.04 (-5.80%)0.03 (-11.13%)0.01 (-19.96%)152.00 (+12.51%)134.80 (+14.51%)137.90 (+6.16%)102.80 (+9.83%)19.38 (-2.82%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.04 (n/a)0.04 (n/a)0.01 (n/a)135.10 (n/a)117.72 (n/a)129.90 (n/a)93.60 (n/a)19.95 (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)
790ee65 — 2025-12-12 00:10:280.05 (-43.72%)0.04 (-16.40%)0.04 (+2.76%)0.03 (+1.70%)0.01 (-71.24%)164.30 (-1.68%)135.36 (+6.02%)131.90 (-2.66%)106.30 (+77.76%)22.56 (-49.71%)
140ffa6 — 2025-12-11 00:46:330.09 (n/a)0.05 (n/a)0.04 (n/a)0.03 (n/a)0.02 (n/a)167.10 (n/a)127.68 (n/a)135.50 (n/a)59.80 (n/a)44.86 (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)
790ee65 — 2025-12-12 00:10:280.05 (-5.95%)0.04 (-19.04%)0.04 (-24.15%)0.03 (-26.83%)0.01 (+63.13%)186.10 (+36.74%)147.00 (+27.47%)146.30 (+31.80%)106.40 (+6.29%)33.32 (+137.59%)
140ffa6 — 2025-12-11 00:46:330.05 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)136.10 (n/a)115.32 (n/a)111.00 (n/a)100.10 (n/a)14.02 (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)
790ee65 — 2025-12-12 00:10:280.04 (-19.53%)0.04 (-13.40%)0.04 (-2.97%)0.03 (-9.92%)0.00 (-39.25%)151.80 (+11.05%)136.02 (+14.67%)129.90 (+3.10%)124.00 (+24.25%)13.48 (-14.56%)
140ffa6 — 2025-12-11 00:46:330.05 (n/a)0.04 (n/a)0.04 (n/a)0.04 (n/a)0.01 (n/a)136.70 (n/a)118.62 (n/a)126.00 (n/a)99.80 (n/a)15.77 (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)
790ee65 — 2025-12-12 00:10:280.04 (-13.36%)0.04 (+8.08%)0.04 (+19.74%)0.03 (+6.84%)0.00 (-45.69%)168.60 (-6.44%)140.94 (-9.05%)135.90 (-16.47%)131.40 (+15.36%)15.59 (-38.99%)
140ffa6 — 2025-12-11 00:46:330.05 (n/a)0.03 (n/a)0.03 (n/a)0.03 (n/a)0.01 (n/a)180.20 (n/a)154.96 (n/a)162.70 (n/a)113.90 (n/a)25.55 (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)
790ee65 — 2025-12-12 00:10:280.04 (+11.82%)0.03 (+14.23%)0.04 (+23.23%)0.02 (+0.62%)0.01 (+39.68%)241.10 (-0.62%)160.34 (-10.32%)135.40 (-18.82%)123.40 (-10.58%)47.94 (+23.18%)
140ffa6 — 2025-12-11 00:46:330.04 (n/a)0.03 (n/a)0.03 (n/a)0.02 (n/a)0.01 (n/a)242.60 (n/a)178.80 (n/a)166.80 (n/a)138.00 (n/a)38.92 (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)
790ee65 — 2025-12-12 00:10:280.04 (+9.93%)0.04 (+11.47%)0.04 (+19.33%)0.03 (+0.26%)0.00 (+27.19%)171.50 (-0.23%)141.58 (-9.87%)139.10 (-16.20%)119.20 (-9.01%)19.51 (+17.22%)
140ffa6 — 2025-12-11 00:46:330.04 (n/a)0.03 (n/a)0.03 (n/a)0.03 (n/a)0.00 (n/a)171.90 (n/a)157.08 (n/a)166.00 (n/a)131.00 (n/a)16.65 (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)
790ee65 — 2025-12-12 00:10:280.05 (+13.67%)0.04 (+11.14%)0.04 (+22.83%)0.03 (+2.28%)0.01 (+27.64%)192.00 (-2.24%)150.04 (-9.17%)142.70 (-18.60%)110.90 (-12.05%)30.41 (+11.33%)
140ffa6 — 2025-12-11 00:46:330.04 (n/a)0.03 (n/a)0.03 (n/a)0.03 (n/a)0.01 (n/a)196.40 (n/a)165.18 (n/a)175.30 (n/a)126.10 (n/a)27.32 (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)
790ee65 — 2025-12-12 00:10:280.11 (-9.58%)0.10 (-6.44%)0.10 (-0.74%)0.08 (-14.30%)0.01 (+3.35%)157.10 (+16.72%)129.26 (+7.31%)123.60 (+0.73%)112.10 (+10.66%)16.96 (+38.65%)
140ffa6 — 2025-12-11 00:46:330.12 (n/a)0.10 (n/a)0.10 (n/a)0.09 (n/a)0.01 (n/a)134.60 (n/a)120.46 (n/a)122.70 (n/a)101.30 (n/a)12.23 (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)
790ee65 — 2025-12-12 00:10:280.12 (-6.87%)0.10 (+10.03%)0.11 (+20.64%)0.08 (+13.90%)0.01 (-30.83%)149.80 (-12.19%)122.30 (-10.80%)116.20 (-17.06%)105.90 (+7.29%)18.08 (-33.87%)
140ffa6 — 2025-12-11 00:46:330.12 (n/a)0.09 (n/a)0.09 (n/a)0.07 (n/a)0.02 (n/a)170.60 (n/a)137.10 (n/a)140.10 (n/a)98.70 (n/a)27.35 (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)
790ee65 — 2025-12-12 00:10:280.12 (+8.10%)0.10 (+10.17%)0.09 (+11.75%)0.08 (+22.29%)0.02 (-13.03%)150.70 (-18.23%)129.56 (-10.46%)130.80 (-10.53%)100.90 (-7.52%)18.07 (-35.89%)
140ffa6 — 2025-12-11 00:46:330.11 (n/a)0.09 (n/a)0.08 (n/a)0.07 (n/a)0.02 (n/a)184.30 (n/a)144.70 (n/a)146.20 (n/a)109.10 (n/a)28.19 (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)
790ee65 — 2025-12-12 00:10:280.10 (+9.25%)0.09 (+5.07%)0.09 (+2.26%)0.08 (+6.56%)0.01 (+3.18%)155.40 (-6.16%)140.12 (-4.89%)136.90 (-2.21%)122.40 (-8.52%)13.93 (-10.11%)
140ffa6 — 2025-12-11 00:46:330.09 (n/a)0.08 (n/a)0.09 (n/a)0.07 (n/a)0.01 (n/a)165.60 (n/a)147.32 (n/a)140.00 (n/a)133.80 (n/a)15.49 (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)
790ee65 — 2025-12-12 00:10:280.14 (+56.40%)0.10 (+28.63%)0.10 (+31.31%)0.07 (+12.33%)0.02 (+161.81%)171.70 (-10.99%)126.68 (-19.66%)117.80 (-23.80%)90.10 (-36.05%)30.28 (+47.09%)
140ffa6 — 2025-12-11 00:46:330.09 (n/a)0.08 (n/a)0.08 (n/a)0.06 (n/a)0.01 (n/a)192.90 (n/a)157.68 (n/a)154.60 (n/a)140.90 (n/a)20.59 (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)
790ee65 — 2025-12-12 00:10:280.12 (+23.37%)0.10 (+18.12%)0.09 (+12.87%)0.08 (+8.48%)0.02 (+93.55%)160.00 (-7.83%)129.68 (-14.12%)132.00 (-11.41%)105.70 (-18.94%)21.98 (+42.25%)
140ffa6 — 2025-12-11 00:46:330.09 (n/a)0.08 (n/a)0.08 (n/a)0.07 (n/a)0.01 (n/a)173.60 (n/a)151.00 (n/a)149.00 (n/a)130.40 (n/a)15.45 (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)
790ee65 — 2025-12-12 00:10:280.10 (+23.60%)0.09 (+16.29%)0.09 (+11.51%)0.07 (+6.80%)0.01 (+72.88%)168.00 (-6.35%)136.58 (-13.25%)136.00 (-10.35%)117.10 (-19.07%)19.81 (+32.67%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.08 (n/a)0.08 (n/a)0.07 (n/a)0.01 (n/a)179.40 (n/a)157.44 (n/a)151.70 (n/a)144.70 (n/a)14.93 (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)
790ee65 — 2025-12-12 00:10:280.12 (+48.92%)0.09 (+20.70%)0.08 (+7.06%)0.08 (+7.37%)0.02 (+235.08%)163.40 (-6.84%)138.00 (-14.52%)148.10 (-6.62%)99.30 (-32.86%)27.72 (+110.43%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.08 (n/a)0.08 (n/a)0.07 (n/a)0.01 (n/a)175.40 (n/a)161.44 (n/a)158.60 (n/a)147.90 (n/a)13.17 (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)
790ee65 — 2025-12-12 00:10:280.07 (+0.67%)0.07 (+4.77%)0.07 (-1.16%)0.06 (+36.30%)0.00 (-58.15%)135.30 (-26.63%)124.50 (-7.02%)123.00 (+1.15%)113.10 (-0.62%)8.52 (-70.43%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.07 (n/a)0.04 (n/a)0.01 (n/a)184.40 (n/a)133.90 (n/a)121.60 (n/a)113.80 (n/a)28.83 (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)
790ee65 — 2025-12-12 00:10:280.08 (+7.54%)0.06 (+11.43%)0.06 (+2.91%)0.05 (+19.46%)0.01 (-16.44%)150.30 (-16.27%)130.40 (-11.78%)133.80 (-2.83%)100.10 (-6.97%)18.44 (-39.24%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)179.50 (n/a)147.82 (n/a)137.70 (n/a)107.60 (n/a)30.36 (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)
790ee65 — 2025-12-12 00:10:280.07 (-15.15%)0.06 (-2.36%)0.06 (+6.68%)0.05 (+7.88%)0.01 (-38.81%)180.50 (-7.29%)142.38 (-0.81%)137.00 (-6.29%)114.60 (+17.78%)25.32 (-31.74%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.02 (n/a)194.70 (n/a)143.54 (n/a)146.20 (n/a)97.30 (n/a)37.09 (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)
790ee65 — 2025-12-12 00:10:280.08 (+16.41%)0.07 (+11.42%)0.07 (+8.47%)0.06 (+16.93%)0.01 (+23.33%)144.60 (-14.44%)124.98 (-10.10%)124.80 (-7.83%)100.10 (-14.15%)17.60 (-10.10%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)169.00 (n/a)139.02 (n/a)135.40 (n/a)116.60 (n/a)19.58 (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)
790ee65 — 2025-12-12 00:10:280.10 (+52.77%)0.06 (+11.71%)0.05 (-7.64%)0.04 (-16.38%)0.02 (+326.15%)189.70 (+19.61%)138.94 (-2.57%)156.30 (+8.32%)81.10 (-34.60%)43.12 (+229.30%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)158.60 (n/a)142.60 (n/a)144.30 (n/a)124.00 (n/a)13.09 (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)
790ee65 — 2025-12-12 00:10:280.07 (+4.41%)0.05 (-1.46%)0.05 (-12.99%)0.04 (+13.78%)0.01 (+0.83%)189.70 (-12.09%)158.10 (+0.98%)166.70 (+14.97%)121.90 (-4.24%)31.37 (-14.70%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)215.80 (n/a)156.56 (n/a)145.00 (n/a)127.30 (n/a)36.78 (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)
790ee65 — 2025-12-12 00:10:280.07 (+46.17%)0.06 (+39.65%)0.06 (+33.85%)0.04 (+25.51%)0.01 (+65.07%)192.30 (-20.34%)141.64 (-27.63%)136.50 (-25.29%)111.40 (-31.61%)30.22 (-7.10%)
140ffa6 — 2025-12-11 00:46:330.05 (n/a)0.04 (n/a)0.04 (n/a)0.03 (n/a)0.01 (n/a)241.40 (n/a)195.72 (n/a)182.70 (n/a)162.90 (n/a)32.53 (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)
790ee65 — 2025-12-12 00:10:280.06 (+25.57%)0.05 (+7.01%)0.05 (+1.99%)0.04 (-5.13%)0.01 (+117.62%)214.10 (+5.42%)171.68 (-4.43%)169.80 (-1.96%)130.60 (-20.41%)32.92 (+84.58%)
140ffa6 — 2025-12-11 00:46:330.05 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.00 (n/a)203.10 (n/a)179.64 (n/a)173.20 (n/a)164.10 (n/a)17.84 (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)
790ee65 — 2025-12-12 00:10:281.04 (+1.56%)1.03 (+0.45%)1.03 (+0.06%)1.02 (+0.57%)0.01 (+81.10%)24628.00 (-0.57%)24465.34 (-0.45%)24522.30 (-0.06%)24131.30 (-1.54%)192.27 (+76.88%)711.93 (+1.56%)702.25 (+0.45%)700.58 (+0.06%)697.58 (+0.57%)5.57 (+81.10%)
140ffa6 — 2025-12-11 00:46:331.03 (n/a)1.02 (n/a)1.03 (n/a)1.02 (n/a)0.00 (n/a)24768.80 (n/a)24575.56 (n/a)24536.70 (n/a)24508.30 (n/a)108.70 (n/a)700.98 (n/a)699.07 (n/a)700.17 (n/a)693.61 (n/a)3.07 (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)
790ee65 — 2025-12-12 00:10:280.97 (-1.51%)0.97 (-0.37%)0.97 (-0.02%)0.97 (-0.14%)0.00 (-84.29%)25958.70 (+0.14%)25916.00 (+0.37%)25899.50 (+0.02%)25893.70 (+1.53%)28.58 (-84.01%)663.48 (-1.51%)662.91 (-0.37%)663.33 (-0.02%)661.82 (-0.14%)0.73 (-84.29%)
140ffa6 — 2025-12-11 00:46:330.99 (n/a)0.97 (n/a)0.97 (n/a)0.97 (n/a)0.01 (n/a)25922.20 (n/a)25821.40 (n/a)25894.80 (n/a)25502.50 (n/a)178.74 (n/a)673.65 (n/a)665.36 (n/a)663.45 (n/a)662.75 (n/a)4.65 (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)
790ee65 — 2025-12-12 00:10:280.92 (-0.87%)0.92 (+0.14%)0.92 (+0.45%)0.91 (+0.69%)0.00 (-62.24%)27572.20 (-0.69%)27462.64 (-0.15%)27456.40 (-0.45%)27311.10 (+0.88%)102.25 (-62.14%)629.04 (-0.87%)625.58 (+0.14%)625.71 (+0.45%)623.09 (+0.69%)2.33 (-62.24%)
140ffa6 — 2025-12-11 00:46:330.93 (n/a)0.92 (n/a)0.91 (n/a)0.91 (n/a)0.01 (n/a)27763.70 (n/a)27503.92 (n/a)27579.80 (n/a)27073.90 (n/a)270.05 (n/a)634.56 (n/a)624.68 (n/a)622.92 (n/a)618.79 (n/a)6.18 (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)
790ee65 — 2025-12-12 00:10:280.07 (-14.18%)0.05 (-11.05%)0.05 (-1.45%)0.04 (-15.60%)0.01 (-27.65%)206.40 (+18.48%)162.94 (+11.04%)166.40 (+1.46%)124.00 (+16.54%)31.02 (-2.08%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)174.20 (n/a)146.74 (n/a)164.00 (n/a)106.40 (n/a)31.68 (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)
790ee65 — 2025-12-12 00:10:280.06 (-6.65%)0.05 (-10.14%)0.05 (-16.21%)0.04 (-22.24%)0.01 (+9.17%)228.70 (+28.56%)160.00 (+13.14%)151.10 (+19.35%)128.60 (+7.17%)40.03 (+56.14%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)177.90 (n/a)141.42 (n/a)126.60 (n/a)120.00 (n/a)25.64 (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)
790ee65 — 2025-12-12 00:10:280.07 (+0.89%)0.06 (+4.29%)0.06 (-1.80%)0.05 (+9.11%)0.01 (-18.84%)156.40 (-8.32%)135.18 (-4.99%)136.00 (+1.87%)112.70 (-0.88%)17.18 (-28.05%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)170.60 (n/a)142.28 (n/a)133.50 (n/a)113.70 (n/a)23.88 (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)
790ee65 — 2025-12-12 00:10:280.08 (+0.52%)0.06 (-1.05%)0.06 (+3.80%)0.05 (+0.76%)0.01 (+1.48%)172.50 (-0.75%)147.34 (+1.15%)148.10 (-3.71%)102.00 (-0.49%)28.75 (+1.07%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)173.80 (n/a)145.66 (n/a)153.80 (n/a)102.50 (n/a)28.45 (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)
790ee65 — 2025-12-12 00:10:280.07 (-5.30%)0.06 (+1.64%)0.06 (+8.70%)0.04 (-15.50%)0.01 (-2.49%)232.40 (+18.33%)154.48 (-0.60%)141.20 (-8.01%)118.20 (+5.63%)44.72 (+28.26%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)196.40 (n/a)155.42 (n/a)153.50 (n/a)111.90 (n/a)34.86 (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)
790ee65 — 2025-12-12 00:10:280.07 (+13.64%)0.05 (+0.25%)0.05 (+0.64%)0.04 (-2.72%)0.01 (+50.66%)184.40 (+2.79%)154.04 (+0.88%)154.60 (-0.64%)116.10 (-11.98%)24.54 (+32.44%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)179.40 (n/a)152.70 (n/a)155.60 (n/a)131.90 (n/a)18.53 (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)
790ee65 — 2025-12-12 00:10:280.06 (-11.31%)0.05 (-8.60%)0.05 (-16.79%)0.05 (+7.36%)0.00 (-60.17%)173.80 (-6.86%)160.16 (+7.13%)158.10 (+20.14%)144.50 (+12.80%)11.76 (-57.33%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)186.60 (n/a)149.50 (n/a)131.60 (n/a)128.10 (n/a)27.56 (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)
790ee65 — 2025-12-12 00:10:280.06 (+2.70%)0.05 (-6.83%)0.05 (-10.48%)0.04 (-4.53%)0.01 (+28.82%)186.80 (+4.77%)171.32 (+7.87%)176.40 (+11.72%)138.50 (-2.60%)19.93 (+31.37%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.00 (n/a)178.30 (n/a)158.82 (n/a)157.90 (n/a)142.20 (n/a)15.17 (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)
790ee65 — 2025-12-12 00:10:280.30 (+0.04%)0.22 (+0.27%)0.23 (+16.51%)0.14 (-18.62%)0.06 (+10.88%)0.29 (+0.04%)0.22 (+0.27%)0.22 (+16.51%)0.14 (-18.62%)0.06 (+10.88%)
140ffa6 — 2025-12-11 00:46:330.30 (n/a)0.22 (n/a)0.20 (n/a)0.18 (n/a)0.05 (n/a)0.29 (n/a)0.22 (n/a)0.19 (n/a)0.18 (n/a)0.05 (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)
790ee65 — 2025-12-12 00:10:2813.37 (+0.72%)13.20 (+2.05%)13.28 (+0.46%)12.79 (+5.71%)0.23 (-53.65%)13.36 (+0.72%)13.19 (+2.05%)13.27 (+0.46%)12.78 (+5.71%)0.23 (-53.65%)
140ffa6 — 2025-12-11 00:46:3313.28 (n/a)12.93 (n/a)13.22 (n/a)12.10 (n/a)0.50 (n/a)13.27 (n/a)12.93 (n/a)13.21 (n/a)12.09 (n/a)0.50 (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)
790ee65 — 2025-12-12 00:10:2824.86 (+0.46%)24.29 (+1.57%)24.33 (+1.44%)23.87 (+4.81%)0.38 (-47.96%)24.85 (+0.46%)24.28 (+1.57%)24.31 (+1.44%)23.85 (+4.81%)0.38 (-47.96%)
140ffa6 — 2025-12-11 00:46:3324.75 (n/a)23.92 (n/a)23.98 (n/a)22.77 (n/a)0.72 (n/a)24.73 (n/a)23.90 (n/a)23.97 (n/a)22.76 (n/a)0.72 (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)
790ee65 — 2025-12-12 00:10:2840.56 (-0.18%)39.71 (+4.66%)39.75 (+0.52%)39.02 (+25.48%)0.59 (-84.87%)40.54 (-0.18%)39.69 (+4.66%)39.72 (+0.52%)39.00 (+25.48%)0.59 (-84.87%)
140ffa6 — 2025-12-11 00:46:3340.63 (n/a)37.94 (n/a)39.54 (n/a)31.10 (n/a)3.90 (n/a)40.61 (n/a)37.92 (n/a)39.52 (n/a)31.08 (n/a)3.90 (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)
790ee65 — 2025-12-12 00:10:2847.67 (+2.73%)43.36 (-2.45%)43.72 (-0.17%)37.77 (-11.91%)3.56 (+150.74%)47.64 (+2.73%)43.34 (-2.45%)43.70 (-0.17%)37.74 (-11.91%)3.56 (+150.74%)
140ffa6 — 2025-12-11 00:46:3346.41 (n/a)44.45 (n/a)43.80 (n/a)42.87 (n/a)1.42 (n/a)46.38 (n/a)44.42 (n/a)43.77 (n/a)42.85 (n/a)1.42 (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)
790ee65 — 2025-12-12 00:10:2813.53 (+1.96%)13.29 (+2.95%)13.27 (+0.09%)13.00 (+6.25%)0.20 (-59.61%)13.52 (+1.96%)13.28 (+2.95%)13.26 (+0.09%)12.99 (+6.25%)0.20 (-59.61%)
140ffa6 — 2025-12-11 00:46:3313.27 (n/a)12.91 (n/a)13.26 (n/a)12.23 (n/a)0.50 (n/a)13.26 (n/a)12.90 (n/a)13.25 (n/a)12.22 (n/a)0.50 (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)
790ee65 — 2025-12-12 00:10:2825.00 (+2.39%)24.23 (+0.21%)24.47 (+0.47%)23.42 (-1.46%)0.68 (+125.63%)24.98 (+2.39%)24.22 (+0.21%)24.46 (+0.47%)23.41 (-1.46%)0.68 (+125.63%)
140ffa6 — 2025-12-11 00:46:3324.41 (n/a)24.18 (n/a)24.36 (n/a)23.77 (n/a)0.30 (n/a)24.40 (n/a)24.16 (n/a)24.34 (n/a)23.75 (n/a)0.30 (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)
790ee65 — 2025-12-12 00:10:2841.13 (+2.66%)39.26 (-0.21%)39.31 (-0.37%)37.87 (-2.23%)1.26 (+122.82%)41.10 (+2.66%)39.24 (-0.21%)39.28 (-0.37%)37.85 (-2.23%)1.26 (+122.82%)
140ffa6 — 2025-12-11 00:46:3340.06 (n/a)39.35 (n/a)39.45 (n/a)38.73 (n/a)0.57 (n/a)40.04 (n/a)39.32 (n/a)39.43 (n/a)38.71 (n/a)0.57 (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)
790ee65 — 2025-12-12 00:10:2846.41 (+3.63%)44.63 (+1.46%)43.75 (-0.09%)43.23 (-1.10%)1.54 (+241.14%)46.38 (+3.63%)44.60 (+1.46%)43.73 (-0.09%)43.20 (-1.10%)1.53 (+241.14%)
140ffa6 — 2025-12-11 00:46:3344.78 (n/a)43.98 (n/a)43.79 (n/a)43.71 (n/a)0.45 (n/a)44.75 (n/a)43.96 (n/a)43.76 (n/a)43.68 (n/a)0.45 (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)
790ee65 — 2025-12-12 00:10:280.06 (+12.31%)0.05 (-3.58%)0.04 (-8.38%)0.03 (-1.17%)0.01 (+43.15%)235.40 (+1.20%)190.92 (+6.27%)197.60 (+9.11%)127.20 (-10.92%)45.73 (+31.28%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)232.60 (n/a)179.66 (n/a)181.10 (n/a)142.80 (n/a)34.84 (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)
790ee65 — 2025-12-12 00:10:280.07 (-8.68%)0.05 (-2.51%)0.06 (+13.41%)0.04 (-3.85%)0.01 (-27.26%)225.60 (+4.01%)156.86 (+0.49%)147.50 (-11.84%)123.30 (+9.50%)40.16 (-8.37%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.05 (n/a)0.04 (n/a)0.02 (n/a)216.90 (n/a)156.10 (n/a)167.30 (n/a)112.60 (n/a)43.83 (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)
790ee65 — 2025-12-12 00:10:280.07 (+13.70%)0.06 (+10.08%)0.06 (+9.59%)0.05 (+13.23%)0.01 (+22.19%)155.10 (-11.67%)136.48 (-9.03%)136.20 (-8.77%)116.00 (-12.05%)15.74 (-5.31%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)175.60 (n/a)150.02 (n/a)149.30 (n/a)131.90 (n/a)16.62 (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)
790ee65 — 2025-12-12 00:10:280.07 (+6.32%)0.06 (+0.01%)0.06 (-2.59%)0.04 (-11.84%)0.01 (+90.85%)182.30 (+13.44%)144.96 (+1.83%)146.90 (+2.66%)117.70 (-5.92%)25.73 (+101.26%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)160.70 (n/a)142.36 (n/a)143.10 (n/a)125.10 (n/a)12.79 (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)
790ee65 — 2025-12-12 00:10:280.07 (-8.48%)0.06 (-15.88%)0.06 (-20.10%)0.05 (-19.27%)0.01 (+42.90%)167.30 (+23.83%)141.28 (+20.48%)144.70 (+25.17%)112.90 (+9.29%)22.63 (+91.33%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)135.10 (n/a)117.26 (n/a)115.60 (n/a)103.30 (n/a)11.83 (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)
790ee65 — 2025-12-12 00:10:280.07 (-1.68%)0.06 (-9.67%)0.06 (+0.24%)0.03 (-38.41%)0.01 (+171.01%)242.00 (+62.42%)155.32 (+17.13%)131.40 (-0.23%)122.60 (+1.74%)49.53 (+360.60%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.00 (n/a)149.00 (n/a)132.60 (n/a)131.70 (n/a)120.50 (n/a)10.75 (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)
790ee65 — 2025-12-12 00:10:280.06 (+4.09%)0.05 (-5.51%)0.05 (-7.87%)0.05 (-10.65%)0.01 (+118.21%)174.60 (+11.92%)157.96 (+6.80%)162.60 (+8.54%)131.20 (-3.95%)17.95 (+136.49%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.00 (n/a)156.00 (n/a)147.90 (n/a)149.80 (n/a)136.60 (n/a)7.59 (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)
790ee65 — 2025-12-12 00:10:280.06 (-13.70%)0.05 (-18.33%)0.05 (-19.78%)0.04 (-17.01%)0.01 (-9.59%)222.00 (+20.52%)169.14 (+22.80%)163.70 (+24.68%)129.60 (+15.82%)33.87 (+23.35%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)184.20 (n/a)137.74 (n/a)131.30 (n/a)111.90 (n/a)27.46 (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)
790ee65 — 2025-12-12 00:10:280.18 (-0.27%)0.18 (-0.06%)0.18 (-0.10%)0.18 (+0.39%)0.00 (-79.04%)47320.40 (-0.39%)47275.22 (+0.05%)47256.70 (+0.10%)47250.80 (+0.27%)31.71 (-79.06%)
140ffa6 — 2025-12-11 00:46:330.18 (n/a)0.18 (n/a)0.18 (n/a)0.18 (n/a)0.00 (n/a)47506.30 (n/a)47249.58 (n/a)47211.20 (n/a)47123.40 (n/a)151.47 (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)
790ee65 — 2025-12-12 00:10:280.08 (+15.12%)0.07 (+26.28%)0.06 (+30.57%)0.06 (+53.14%)0.01 (-37.33%)139.90 (-34.72%)127.72 (-24.55%)134.60 (-23.44%)101.20 (-13.06%)15.49 (-65.73%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)214.30 (n/a)169.28 (n/a)175.80 (n/a)116.40 (n/a)45.20 (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)
790ee65 — 2025-12-12 00:10:280.06 (-28.98%)0.05 (-13.08%)0.05 (-10.13%)0.05 (+16.12%)0.00 (-88.56%)160.80 (-13.87%)154.16 (+9.21%)154.00 (+11.27%)147.90 (+40.72%)5.18 (-85.70%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.02 (n/a)186.70 (n/a)141.16 (n/a)138.40 (n/a)105.10 (n/a)36.20 (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)
790ee65 — 2025-12-12 00:10:280.08 (+13.03%)0.07 (+17.76%)0.07 (+28.78%)0.06 (+7.03%)0.01 (+51.57%)138.30 (-6.62%)118.06 (-14.56%)110.40 (-22.36%)104.00 (-11.56%)15.45 (+26.83%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.06 (n/a)0.01 (n/a)148.10 (n/a)138.18 (n/a)142.20 (n/a)117.60 (n/a)12.18 (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)
790ee65 — 2025-12-12 00:10:280.07 (+26.63%)0.06 (+26.99%)0.06 (+21.99%)0.05 (+35.57%)0.01 (+31.91%)170.10 (-26.24%)140.42 (-21.25%)138.60 (-18.04%)114.10 (-20.98%)24.69 (-24.99%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)230.60 (n/a)178.32 (n/a)169.10 (n/a)144.40 (n/a)32.92 (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)
790ee65 — 2025-12-12 00:10:280.07 (-8.23%)0.06 (+8.38%)0.07 (+21.70%)0.05 (+4.63%)0.01 (-22.61%)170.70 (-4.42%)131.58 (-8.87%)118.90 (-17.83%)114.30 (+8.96%)23.34 (-18.12%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)178.60 (n/a)144.38 (n/a)144.70 (n/a)104.90 (n/a)28.51 (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)
790ee65 — 2025-12-12 00:10:280.06 (-10.73%)0.06 (-0.98%)0.06 (-5.24%)0.05 (+31.56%)0.00 (-68.70%)161.90 (-24.03%)148.12 (-2.77%)146.80 (+5.54%)135.60 (+12.07%)9.85 (-73.59%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)213.10 (n/a)152.34 (n/a)139.10 (n/a)121.00 (n/a)37.29 (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)
790ee65 — 2025-12-12 00:10:280.08 (+15.14%)0.06 (+16.80%)0.07 (+15.14%)0.05 (+27.34%)0.01 (+0.96%)163.00 (-21.48%)129.52 (-15.35%)118.30 (-13.14%)104.90 (-13.16%)23.76 (-31.46%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)207.60 (n/a)153.00 (n/a)136.20 (n/a)120.80 (n/a)34.67 (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)
790ee65 — 2025-12-12 00:10:280.07 (+4.49%)0.06 (+0.24%)0.06 (+3.33%)0.05 (-0.20%)0.01 (+8.36%)170.90 (+0.18%)142.64 (+0.04%)134.30 (-3.24%)114.70 (-4.26%)23.61 (+6.53%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)170.60 (n/a)142.58 (n/a)138.80 (n/a)119.80 (n/a)22.16 (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)
790ee65 — 2025-12-12 00:10:280.09 (+25.41%)0.07 (+16.36%)0.06 (+7.45%)0.05 (+37.47%)0.01 (+12.95%)157.90 (-27.27%)127.08 (-15.20%)129.30 (-6.91%)92.60 (-20.24%)24.99 (-37.26%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)217.10 (n/a)149.86 (n/a)138.90 (n/a)116.10 (n/a)39.83 (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)
790ee65 — 2025-12-12 00:10:280.10 (+58.69%)0.06 (+19.50%)0.06 (+14.36%)0.04 (-0.04%)0.02 (+121.41%)222.20 (+0.05%)144.52 (-10.83%)136.70 (-12.54%)82.80 (-36.99%)50.20 (+37.54%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)222.10 (n/a)162.08 (n/a)156.30 (n/a)131.40 (n/a)36.50 (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)
790ee65 — 2025-12-12 00:10:280.08 (+31.51%)0.06 (+13.88%)0.05 (-3.26%)0.04 (-15.19%)0.02 (+257.18%)204.10 (+17.91%)151.90 (-5.91%)170.40 (+3.40%)103.60 (-23.99%)44.69 (+208.70%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)173.10 (n/a)161.44 (n/a)164.80 (n/a)136.30 (n/a)14.48 (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)
790ee65 — 2025-12-12 00:10:280.07 (+17.92%)0.06 (+22.04%)0.06 (+23.76%)0.05 (+16.08%)0.01 (+13.80%)161.50 (-13.87%)134.90 (-18.14%)136.30 (-19.21%)114.50 (-15.19%)18.30 (-17.80%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)187.50 (n/a)164.80 (n/a)168.70 (n/a)135.00 (n/a)22.26 (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)
790ee65 — 2025-12-12 00:10:280.23 (+6.51%)0.19 (+5.59%)0.19 (+7.92%)0.17 (+6.64%)0.03 (+14.83%)148.20 (-6.20%)129.90 (-5.06%)129.90 (-7.35%)109.00 (-6.12%)18.07 (+3.73%)
140ffa6 — 2025-12-11 00:46:330.21 (n/a)0.18 (n/a)0.18 (n/a)0.16 (n/a)0.02 (n/a)158.00 (n/a)136.82 (n/a)140.20 (n/a)116.10 (n/a)17.42 (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)
790ee65 — 2025-12-12 00:10:280.23 (+5.50%)0.19 (+9.57%)0.19 (+11.83%)0.16 (-0.82%)0.03 (+19.92%)157.70 (+0.83%)129.38 (-8.25%)126.60 (-10.53%)107.10 (-5.22%)20.32 (+14.44%)
140ffa6 — 2025-12-11 00:46:330.22 (n/a)0.18 (n/a)0.17 (n/a)0.16 (n/a)0.02 (n/a)156.40 (n/a)141.02 (n/a)141.50 (n/a)113.00 (n/a)17.76 (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)
790ee65 — 2025-12-12 00:10:280.21 (-2.54%)0.19 (+4.02%)0.20 (+6.01%)0.14 (-0.90%)0.03 (-3.19%)170.20 (+0.89%)135.16 (-3.92%)126.00 (-5.69%)116.00 (+2.65%)22.20 (-0.80%)
140ffa6 — 2025-12-11 00:46:330.22 (n/a)0.18 (n/a)0.18 (n/a)0.15 (n/a)0.03 (n/a)168.70 (n/a)140.68 (n/a)133.60 (n/a)113.00 (n/a)22.37 (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)
790ee65 — 2025-12-12 00:10:280.19 (-7.28%)0.16 (-1.08%)0.16 (-1.75%)0.14 (+5.78%)0.02 (-31.49%)180.90 (-5.49%)151.86 (-0.47%)150.30 (+1.83%)130.20 (+7.87%)20.71 (-30.69%)
140ffa6 — 2025-12-11 00:46:330.20 (n/a)0.17 (n/a)0.17 (n/a)0.13 (n/a)0.03 (n/a)191.40 (n/a)152.58 (n/a)147.60 (n/a)120.70 (n/a)29.88 (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)
790ee65 — 2025-12-12 00:10:280.10 (+69.31%)0.08 (+50.67%)0.08 (+49.71%)0.07 (+28.83%)0.01 (+380.14%)117.90 (-22.38%)98.56 (-32.74%)99.90 (-33.18%)82.20 (-40.95%)13.40 (+119.42%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.06 (n/a)0.05 (n/a)0.05 (n/a)0.00 (n/a)151.90 (n/a)146.54 (n/a)149.50 (n/a)139.20 (n/a)6.11 (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)
790ee65 — 2025-12-12 00:10:280.07 (-5.01%)0.06 (-2.73%)0.06 (-2.93%)0.05 (+2.48%)0.01 (-8.12%)157.00 (-2.42%)137.70 (+2.56%)140.40 (+3.01%)114.10 (+5.26%)20.09 (-3.89%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)160.90 (n/a)134.26 (n/a)136.30 (n/a)108.40 (n/a)20.91 (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)
790ee65 — 2025-12-12 00:10:280.09 (+40.59%)0.07 (+22.67%)0.06 (+21.32%)0.05 (+9.62%)0.01 (+127.44%)156.50 (-8.75%)126.68 (-16.76%)127.50 (-17.58%)94.50 (-28.89%)23.78 (+47.63%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.01 (n/a)171.50 (n/a)152.18 (n/a)154.70 (n/a)132.90 (n/a)16.11 (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)
790ee65 — 2025-12-12 00:10:280.07 (+26.05%)0.06 (+27.31%)0.06 (+30.34%)0.05 (+27.95%)0.01 (+41.61%)158.50 (-21.84%)135.02 (-21.21%)131.70 (-23.30%)113.70 (-20.71%)18.85 (-11.71%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)202.80 (n/a)171.36 (n/a)171.70 (n/a)143.40 (n/a)21.35 (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)
790ee65 — 2025-12-12 00:10:280.08 (-14.38%)0.07 (+8.71%)0.07 (+21.24%)0.05 (+15.76%)0.01 (-50.91%)149.20 (-13.66%)125.62 (-11.02%)121.50 (-17.52%)107.80 (+16.79%)15.69 (-47.24%)
140ffa6 — 2025-12-11 00:46:330.09 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.02 (n/a)172.80 (n/a)141.18 (n/a)147.30 (n/a)92.30 (n/a)29.73 (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)
790ee65 — 2025-12-12 00:10:280.07 (-6.78%)0.06 (-1.64%)0.06 (+4.21%)0.05 (+3.27%)0.01 (-27.35%)165.90 (-3.15%)139.28 (+0.59%)135.30 (-4.04%)122.40 (+7.27%)18.50 (-23.30%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)171.30 (n/a)138.46 (n/a)141.00 (n/a)114.10 (n/a)24.12 (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)
790ee65 — 2025-12-12 00:10:280.06 (-16.62%)0.05 (-19.66%)0.05 (-22.27%)0.05 (-24.21%)0.01 (+42.42%)176.70 (+31.96%)157.70 (+25.18%)163.80 (+28.57%)138.70 (+19.98%)15.85 (+123.07%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.07 (n/a)0.06 (n/a)0.06 (n/a)0.00 (n/a)133.90 (n/a)125.98 (n/a)127.40 (n/a)115.60 (n/a)7.10 (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)
790ee65 — 2025-12-12 00:10:280.06 (-0.55%)0.05 (-13.00%)0.05 (-12.78%)0.04 (-29.34%)0.01 (+163.74%)226.80 (+41.48%)175.50 (+17.72%)169.60 (+14.67%)137.50 (+0.51%)32.95 (+282.09%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.06 (n/a)0.06 (n/a)0.05 (n/a)0.00 (n/a)160.30 (n/a)149.08 (n/a)147.90 (n/a)136.80 (n/a)8.62 (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)
790ee65 — 2025-12-12 00:10:280.15 (-9.08%)0.11 (-10.52%)0.10 (-21.32%)0.08 (+15.17%)0.03 (-18.51%)198.10 (-13.15%)161.50 (+8.87%)163.80 (+27.08%)110.70 (+9.93%)37.70 (-22.81%)
140ffa6 — 2025-12-11 00:46:330.16 (n/a)0.12 (n/a)0.13 (n/a)0.07 (n/a)0.03 (n/a)228.10 (n/a)148.34 (n/a)128.90 (n/a)100.70 (n/a)48.84 (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)
790ee65 — 2025-12-12 00:10:280.16 (+2.15%)0.12 (-5.63%)0.11 (-18.04%)0.07 (-7.72%)0.04 (+20.00%)235.50 (+8.33%)151.78 (+8.45%)149.60 (+22.02%)105.50 (-2.13%)52.49 (+18.18%)
140ffa6 — 2025-12-11 00:46:330.15 (n/a)0.12 (n/a)0.13 (n/a)0.08 (n/a)0.03 (n/a)217.40 (n/a)139.96 (n/a)122.60 (n/a)107.80 (n/a)44.42 (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)
790ee65 — 2025-12-12 00:10:280.17 (+17.34%)0.12 (-6.89%)0.11 (-8.29%)0.08 (-34.25%)0.03 (+249.46%)211.80 (+52.16%)148.04 (+13.88%)144.10 (+9.00%)98.70 (-14.77%)41.93 (+357.80%)
140ffa6 — 2025-12-11 00:46:330.14 (n/a)0.13 (n/a)0.12 (n/a)0.12 (n/a)0.01 (n/a)139.20 (n/a)130.00 (n/a)132.20 (n/a)115.80 (n/a)9.16 (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)
790ee65 — 2025-12-12 00:10:280.00 (-9.54%)0.00 (-4.38%)0.00 (-2.32%)0.00 (-0.06%)0.00 (-87.75%)5120.40 (+0.06%)5061.62 (+4.29%)5061.30 (+2.37%)5012.20 (+10.55%)39.05 (-86.41%)
140ffa6 — 2025-12-11 00:46:330.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)0.00 (n/a)5117.30 (n/a)4853.36 (n/a)4944.10 (n/a)4533.90 (n/a)287.33 (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)
790ee65 — 2025-12-12 00:10:280.08 (-3.83%)0.06 (-4.50%)0.06 (-4.48%)0.05 (-5.96%)0.01 (-3.72%)160.20 (+6.30%)131.84 (+4.77%)132.30 (+4.75%)107.80 (+3.95%)22.57 (+6.36%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.07 (n/a)0.06 (n/a)0.05 (n/a)0.01 (n/a)150.70 (n/a)125.84 (n/a)126.30 (n/a)103.70 (n/a)21.22 (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)
790ee65 — 2025-12-12 00:10:280.07 (+5.09%)0.06 (+0.65%)0.07 (+4.53%)0.05 (-8.55%)0.01 (+81.09%)153.60 (+9.32%)128.46 (+0.58%)125.50 (-4.34%)109.50 (-4.78%)19.09 (+87.08%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.06 (n/a)0.01 (n/a)140.50 (n/a)127.72 (n/a)131.20 (n/a)115.00 (n/a)10.21 (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)
790ee65 — 2025-12-12 00:10:280.08 (-1.26%)0.06 (-5.99%)0.07 (-1.83%)0.05 (-14.75%)0.01 (+36.69%)168.40 (+17.27%)132.78 (+8.13%)122.80 (+1.91%)102.00 (+1.29%)25.73 (+65.42%)
140ffa6 — 2025-12-11 00:46:330.08 (n/a)0.07 (n/a)0.07 (n/a)0.06 (n/a)0.01 (n/a)143.60 (n/a)122.80 (n/a)120.50 (n/a)100.70 (n/a)15.56 (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)
790ee65 — 2025-12-12 00:10:280.06 (-8.34%)0.06 (-2.80%)0.05 (-7.08%)0.05 (+16.12%)0.00 (-57.30%)158.10 (-13.89%)149.56 (+0.77%)150.30 (+7.66%)131.90 (+9.10%)10.63 (-60.30%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)183.60 (n/a)148.42 (n/a)139.60 (n/a)120.90 (n/a)26.77 (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)
790ee65 — 2025-12-12 00:10:284.56 (+5.33%)3.96 (+10.12%)3.83 (+5.09%)3.66 (+21.88%)0.35 (-35.09%)143.30 (-17.93%)133.10 (-10.25%)136.90 (-4.80%)115.00 (-5.04%)10.78 (-50.92%)
140ffa6 — 2025-12-11 00:46:334.33 (n/a)3.60 (n/a)3.65 (n/a)3.00 (n/a)0.54 (n/a)174.60 (n/a)148.30 (n/a)143.80 (n/a)121.10 (n/a)21.96 (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)
790ee65 — 2025-12-12 00:10:284.88 (+13.16%)3.83 (-1.25%)3.21 (-22.54%)3.09 (+6.72%)0.92 (+56.39%)169.50 (-6.30%)142.98 (+3.47%)163.60 (+29.12%)107.50 (-11.60%)31.56 (+27.04%)
140ffa6 — 2025-12-11 00:46:334.31 (n/a)3.88 (n/a)4.14 (n/a)2.90 (n/a)0.59 (n/a)180.90 (n/a)138.18 (n/a)126.70 (n/a)121.60 (n/a)24.84 (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)
790ee65 — 2025-12-12 00:10:280.07 (+19.85%)0.06 (+17.85%)0.06 (+16.91%)0.05 (+14.02%)0.01 (+54.96%)156.00 (-12.31%)133.46 (-14.79%)134.30 (-14.46%)119.20 (-16.53%)15.13 (+11.26%)
140ffa6 — 2025-12-11 00:46:330.06 (n/a)0.05 (n/a)0.05 (n/a)0.05 (n/a)0.00 (n/a)177.90 (n/a)156.62 (n/a)157.00 (n/a)142.80 (n/a)13.60 (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)
790ee65 — 2025-12-12 00:10:280.07 (-3.07%)0.06 (+4.70%)0.05 (-1.72%)0.05 (+22.16%)0.01 (-24.54%)161.70 (-18.13%)146.34 (-5.99%)159.50 (+1.79%)116.90 (+3.18%)20.09 (-34.05%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)197.50 (n/a)155.66 (n/a)156.70 (n/a)113.30 (n/a)30.46 (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)
790ee65 — 2025-12-12 00:10:280.06 (-15.79%)0.05 (-13.46%)0.05 (-11.41%)0.04 (-4.39%)0.01 (-23.80%)233.70 (+4.61%)167.72 (+13.69%)153.20 (+12.90%)132.80 (+18.68%)39.90 (-8.64%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.06 (n/a)0.06 (n/a)0.04 (n/a)0.01 (n/a)223.40 (n/a)147.52 (n/a)135.70 (n/a)111.90 (n/a)43.67 (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)
790ee65 — 2025-12-12 00:10:280.07 (-10.75%)0.05 (-5.16%)0.05 (+5.05%)0.03 (-22.67%)0.02 (+10.75%)292.00 (+29.32%)176.24 (+9.85%)149.30 (-4.84%)124.60 (+12.05%)68.65 (+61.68%)
140ffa6 — 2025-12-11 00:46:330.07 (n/a)0.05 (n/a)0.05 (n/a)0.04 (n/a)0.01 (n/a)225.80 (n/a)160.44 (n/a)156.90 (n/a)111.20 (n/a)42.46 (n/a)

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📊 Test Results for Test Example Applications

790ee65 (2025_12_12_00_25_13)

IRONCLAD

Tested on 2025_12_12_00_25_13 at commit 790ee65.

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 0.63 5.09
llama_3.2_1b_prompt_2048_tokens_1 ✅ 1/1 4.45 0.00
llama_3.2_1b_prompt_2048_tokens_40 ✅ 1/1 4.34 4.76
📈 Trends (vs main branch) for Test Example Applications

790ee65 (2025_12_12_00_25_13)

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)
790ee65 — 2025-12-12 00:20:081.00 (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)0.63 (n/a)0.63 (n/a)0.63 (n/a)0.63 (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)
790ee65 — 2025-12-12 00:20:0840.00 (n/a)40.00 (n/a)40.00 (n/a)40.00 (n/a)0.00 (n/a)5.09 (n/a)5.09 (n/a)5.09 (n/a)5.09 (n/a)0.00 (n/a)0.63 (n/a)0.63 (n/a)0.63 (n/a)0.63 (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)
790ee65 — 2025-12-12 00:20:081.00 (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)4.45 (n/a)4.45 (n/a)4.45 (n/a)4.45 (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)
790ee65 — 2025-12-12 00:20:0840.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)40.00 (+0.00%)0.00 (n/a)4.76 (+1.06%)4.76 (+1.06%)4.76 (+1.06%)4.76 (+1.06%)0.00 (n/a)4.34 (-0.89%)4.34 (-0.89%)4.34 (-0.89%)4.34 (-0.89%)0.00 (n/a)
140ffa6 — 2025-12-11 00:07:5840.00 (n/a)40.00 (n/a)40.00 (n/a)40.00 (n/a)0.00 (n/a)4.71 (n/a)4.71 (n/a)4.71 (n/a)4.71 (n/a)0.00 (n/a)4.38 (n/a)4.38 (n/a)4.38 (n/a)4.38 (n/a)0.00 (n/a)

@andrej andrej merged commit 588c3b9 into amd:devel Dec 12, 2025
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