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add ablation study
Validate Operations / validate-operations (push) Has been cancelled
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normalize names and artifact paths
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NiccoloN
2026-08-20 17:58:02 +02:00
parent add20e56eb
commit b009e1ff08
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validation/operations/README.md
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# Operation Validation Suite
# Operation validation suite
This directory contains the ONNX models used by `validation/validate.py` to
validate individual operations through compilation, PIM simulation, and
validate individual operations through compilation, Pim simulation, and
comparison with the ONNX-MLIR reference runtime.
## Naming
validation/operations/validation_results.csv
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Operation,Arch,Result (l),Result (t),Compile (l),Host mem (l),Cores mem (l),Cores (l),Xbars (l),Latency (l),Power (l),Energy (l),Compile (t),Host mem (t),Cores mem (t),Cores (t),Xbars (t),Avg latency (t),Throughput (t),Avg power (t),Avg energy (t)
add/after_gemm,arch-a,PASS,PASS,0.056 s,0.01 MiB,0.01 MiB,5,4,0.01 ms,104.70 mW,815012.96 pJ,0.043 s,0.01 MiB,0.01 MiB,6,4,218000.00 samples/s,0.00 ms,107.94 mW,570766.12 pJ/it
add/basic,arch-a,PASS,PASS,0.053 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.041 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
add/broadcast_row,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.037 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
add/channel_broadcast_1024,arch-a,PASS,PASS,0.052 s,0.02 MiB,0.01 MiB,1,0,0.01 ms,78.12 mW,540030.00 pJ,0.036 s,0.02 MiB,0.01 MiB,1,0,145000.00 samples/s,0.01 ms,2.11 mW,13388.67 pJ/it
add/leading_dimension_broadcast,arch-a,PASS,PASS,0.049 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.038 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
concat/channel_axis,arch-a,PASS,PASS,0.047 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.16 mW,35718.00 pJ,0.034 s,0.00 MiB,0.00 MiB,1,0,2200000.00 samples/s,0.00 ms,2.16 mW,934.67 pJ/it
concat/negative_axis,arch-a,PASS,PASS,0.046 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.09 mW,81450.00 pJ,0.038 s,0.00 MiB,0.00 MiB,1,0,961000.00 samples/s,0.00 ms,2.09 mW,2108.00 pJ/it
concat/three_inputs_channel_axis,arch-a,PASS,PASS,0.056 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.15 mW,50328.00 pJ,0.035 s,0.00 MiB,0.00 MiB,1,0,1560000.00 samples/s,0.00 ms,2.15 mW,1332.67 pJ/it
conv/batch_2,arch-a,PASS,PASS,0.057 s,0.00 MiB,0.00 MiB,2,2,0.01 ms,82.62 mW,1131451.48 pJ,0.044 s,0.00 MiB,0.01 MiB,4,2,147000.00 samples/s,0.01 ms,92.90 mW,669920.48 pJ/it
conv/batch_4_pointwise,arch-a,PASS,PASS,0.055 s,0.00 MiB,0.01 MiB,5,4,0.00 ms,116.08 mW,456420.96 pJ,0.043 s,0.01 MiB,0.01 MiB,5,4,242000.00 samples/s,0.00 ms,69.62 mW,291187.04 pJ/it
conv/depthwise_1024_channels,arch-a,PASS,PASS,0.082 s,0.19 MiB,0.38 MiB,129,128,0.22 ms,178.45 mW,39393966.72 pJ,0.117 s,0.38 MiB,0.46 MiB,45,118,4930.00 samples/s,0.20 ms,144.34 mW,33005602.67 pJ/it
conv/depthwise_grouped,arch-a,PASS,PASS,0.055 s,0.01 MiB,0.00 MiB,5,4,0.01 ms,107.78 mW,671878.96 pJ,0.042 s,0.01 MiB,0.00 MiB,7,4,418000.00 samples/s,0.00 ms,168.64 mW,479471.12 pJ/it
conv/dilated_3x3,arch-a,PASS,PASS,0.057 s,0.01 MiB,0.01 MiB,10,9,0.01 ms,118.77 mW,1034819.16 pJ,0.057 s,0.01 MiB,0.01 MiB,12,9,104000.00 samples/s,0.01 ms,155.40 mW,1574973.57 pJ/it
conv/dynamic,arch-a,PASS,PASS,0.062 s,0.00 MiB,0.00 MiB,5,0,0.00 ms,92.28 mW,169336.00 pJ,0.044 s,0.00 MiB,0.00 MiB,6,0,778000.00 samples/s,0.00 ms,86.62 mW,124092.33 pJ/it
conv/explicit_padding,arch-a,PASS,PASS,0.053 s,0.01 MiB,0.02 MiB,17,16,0.01 ms,145.34 mW,1454397.84 pJ,0.048 s,0.01 MiB,0.02 MiB,19,16,179000.00 samples/s,0.01 ms,201.80 mW,1234440.20 pJ/it
conv/grouped_many_groups,arch-a,PASS,PASS,0.474 s,0.05 MiB,0.09 MiB,65,64,0.18 ms,142.21 mW,25867112.36 pJ,0.476 s,0.08 MiB,0.73 MiB,87,64,3660.00 samples/s,0.27 ms,97.46 mW,30277556.57 pJ/it
conv/grouped_two_groups,arch-a,PASS,PASS,0.057 s,0.00 MiB,0.00 MiB,3,2,0.01 ms,101.46 mW,543914.48 pJ,0.047 s,0.00 MiB,0.01 MiB,9,2,378000.00 samples/s,0.00 ms,105.40 mW,353700.73 pJ/it
conv/huge_pointwise_1024,arch-a,PASS,PASS,0.151 s,0.01 MiB,0.11 MiB,73,64,0.02 ms,249.58 mW,3895759.36 pJ,0.163 s,0.08 MiB,0.10 MiB,52,64,19200.00 samples/s,0.05 ms,163.09 mW,8722111.37 pJ/it
conv/huge_pointwise_1024_dynamic,arch-a,PASS,PASS,0.080 s,8.04 MiB,12.61 MiB,168,0,2.63 ms,169.52 mW,445489032.00 pJ,0.224 s,12.75 MiB,6.82 MiB,45,0,188.00 samples/s,5.31 ms,134.20 mW,746263826.70 pJ/it
conv/input_224_7x7_stride2,arch-a,PASS,PASS,0.759 s,24.14 MiB,61.87 MiB,168,169,38.41 ms,185.26 mW,7116544212.12 pJ,1.060 s,51.25 MiB,67.85 MiB,45,84,24.70 samples/s,40.56 ms,148.32 mW,6561548886.00 pJ/it
conv/kernel_2x2,arch-a,PASS,PASS,0.061 s,0.00 MiB,0.00 MiB,1,1,0.00 ms,83.83 mW,360568.24 pJ,0.046 s,0.00 MiB,0.00 MiB,3,1,356000.00 samples/s,0.00 ms,93.82 mW,298919.07 pJ/it
conv/kernel_3x3,arch-a,PASS,PASS,0.061 s,0.01 MiB,0.01 MiB,10,9,0.01 ms,123.80 mW,889640.16 pJ,0.046 s,0.01 MiB,0.01 MiB,12,9,271000.00 samples/s,0.00 ms,195.49 mW,787478.85 pJ/it
conv/kernel_equals_input_spatial,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,2,2,0.00 ms,89.61 mW,415689.48 pJ,0.041 s,0.00 MiB,0.00 MiB,4,2,376000.00 samples/s,0.00 ms,104.42 mW,305239.85 pJ/it
conv/large_input_channels_1x1,arch-a,PASS,PASS,0.085 s,0.01 MiB,0.02 MiB,9,8,0.01 ms,117.84 mW,900569.92 pJ,0.081 s,0.02 MiB,0.02 MiB,10,8,135000.00 samples/s,0.01 ms,113.25 mW,910683.04 pJ/it
conv/large_output_channels_1x1,arch-a,PASS,PASS,0.095 s,0.01 MiB,0.02 MiB,17,8,0.01 ms,128.44 mW,1139415.92 pJ,0.078 s,0.02 MiB,0.02 MiB,18,8,93600.00 samples/s,0.01 ms,151.83 mW,1755770.60 pJ/it
conv/large_spatial,arch-a,PASS,PASS,0.061 s,0.01 MiB,0.04 MiB,37,36,0.02 ms,172.07 mW,2928344.64 pJ,0.061 s,0.01 MiB,0.04 MiB,39,36,84200.00 samples/s,0.01 ms,208.30 mW,2603711.62 pJ/it
conv/multi_channel,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.00 MiB,4,3,0.01 ms,105.68 mW,685040.72 pJ,0.050 s,0.00 MiB,0.00 MiB,4,3,140000.00 samples/s,0.01 ms,54.54 mW,393755.39 pJ/it
conv/non_square_kernel_1x3,arch-a,PASS,PASS,0.056 s,0.00 MiB,0.00 MiB,3,2,0.01 ms,99.35 mW,679752.48 pJ,0.044 s,0.00 MiB,0.00 MiB,3,2,140000.00 samples/s,0.01 ms,51.01 mW,367557.81 pJ/it
conv/non_square_kernel_3x1,arch-a,PASS,PASS,0.053 s,0.00 MiB,0.00 MiB,3,2,0.01 ms,95.89 mW,1292976.48 pJ,0.045 s,0.00 MiB,0.00 MiB,3,2,72200.00 samples/s,0.01 ms,47.79 mW,664683.81 pJ/it
conv/non_uniform_stride,arch-a,PASS,PASS,0.056 s,0.00 MiB,0.00 MiB,4,3,0.01 ms,104.05 mW,790874.72 pJ,0.044 s,0.00 MiB,0.00 MiB,4,3,126000.00 samples/s,0.01 ms,53.56 mW,429978.05 pJ/it
conv/output_channel_grouping_minimal,arch-a,PASS,PASS,0.080 s,0.10 MiB,0.34 MiB,131,128,0.26 ms,170.73 mW,44125916.72 pJ,0.148 s,0.28 MiB,0.96 MiB,87,84,2630.00 samples/s,0.38 ms,136.74 mW,58542917.01 pJ/it
conv/pointwise_1x1,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.00 MiB,1,1,0.01 ms,80.24 mW,987244.24 pJ,0.041 s,0.00 MiB,0.00 MiB,3,1,131000.00 samples/s,0.01 ms,89.08 mW,719413.57 pJ/it
conv/pointwise_tiled_chain,arch-a,PASS,PASS,0.642 s,0.01 MiB,0.04 MiB,20,80,0.04 ms,153.90 mW,6443957.20 pJ,0.620 s,0.06 MiB,0.08 MiB,22,80,16400.00 samples/s,0.06 ms,186.69 mW,12410041.37 pJ/it
conv/real_asymmetric_padding,arch-a,PASS,PASS,0.057 s,0.01 MiB,0.03 MiB,29,28,0.01 ms,153.67 mW,2221606.72 pJ,0.055 s,0.01 MiB,0.03 MiB,31,28,105000.00 samples/s,0.01 ms,204.35 mW,2058223.49 pJ/it
conv/relu_conv_store,arch-a,PASS,PASS,0.085 s,0.16 MiB,0.67 MiB,168,184,0.56 ms,183.08 mW,103057723.80 pJ,0.209 s,0.37 MiB,0.58 MiB,60,58,1500.00 samples/s,0.67 ms,146.73 mW,101291048.70 pJ/it
conv/same_lower_3x3,arch-a,PASS,PASS,0.060 s,0.01 MiB,0.02 MiB,26,25,0.01 ms,166.15 mW,2215009.00 pJ,0.054 s,0.01 MiB,0.03 MiB,28,25,119000.00 samples/s,0.01 ms,204.48 mW,1837219.40 pJ/it
conv/same_padding_3x3,arch-a,PASS,PASS,0.058 s,0.01 MiB,0.02 MiB,26,25,0.01 ms,166.15 mW,2215009.00 pJ,0.056 s,0.01 MiB,0.03 MiB,28,25,119000.00 samples/s,0.01 ms,204.48 mW,1837219.40 pJ/it
conv/strategy_depthwise_16,arch-a,PASS,PASS,0.093 s,0.06 MiB,0.35 MiB,168,168,0.34 ms,197.94 mW,66331479.08 pJ,0.257 s,0.20 MiB,0.17 MiB,45,84,2650.00 samples/s,0.38 ms,153.71 mW,60322816.49 pJ/it
conv/strategy_input_k_tiled,arch-a,PASS,PASS,0.082 s,0.08 MiB,0.27 MiB,109,108,0.35 ms,170.81 mW,60422605.92 pJ,0.100 s,0.22 MiB,0.28 MiB,45,90,4250.00 samples/s,0.24 ms,143.52 mW,36750587.75 pJ/it
conv/strategy_output_channel_tiled,arch-a,PASS,PASS,0.073 s,0.03 MiB,0.16 MiB,74,72,0.09 ms,155.74 mW,14244739.28 pJ,0.110 s,0.13 MiB,0.22 MiB,81,72,9220.00 samples/s,0.11 ms,145.73 mW,18577796.14 pJ/it
conv/strategy_streamed_packed,arch-a,PASS,PASS,0.155 s,3.34 MiB,7.89 MiB,168,168,9.35 ms,179.86 mW,1682364509.56 pJ,0.357 s,5.32 MiB,7.79 MiB,43,42,113.00 samples/s,8.87 ms,61.68 mW,558465684.90 pJ/it
conv/strategy_streamed_patch,arch-a,PASS,PASS,0.115 s,0.34 MiB,1.32 MiB,168,168,1.90 ms,181.91 mW,346476645.64 pJ,0.299 s,0.82 MiB,1.21 MiB,43,42,501.00 samples/s,1.99 ms,62.44 mW,125148059.00 pJ/it
conv/strategy_tiled_2d,arch-a,PASS,PASS,0.111 s,0.11 MiB,0.44 MiB,168,168,0.42 ms,182.13 mW,75690907.84 pJ,0.219 s,0.36 MiB,0.46 MiB,47,144,4070.00 samples/s,0.25 ms,155.26 mW,43400768.51 pJ/it
conv/stride_2,arch-a,PASS,PASS,0.056 s,0.01 MiB,0.00 MiB,5,4,0.01 ms,110.78 mW,580154.96 pJ,0.043 s,0.01 MiB,0.00 MiB,7,4,476000.00 samples/s,0.00 ms,175.93 mW,424103.12 pJ/it
conv/with_bias_3x3,arch-a,PASS,PASS,0.059 s,0.00 MiB,0.01 MiB,4,3,0.01 ms,104.16 mW,776220.72 pJ,0.046 s,0.00 MiB,0.01 MiB,4,3,133000.00 samples/s,0.01 ms,53.85 mW,416288.72 pJ/it
conv/with_constant,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.00 MiB,1,1,0.01 ms,81.74 mW,541270.24 pJ,0.043 s,0.00 MiB,0.00 MiB,4,1,231000.00 samples/s,0.00 ms,133.09 mW,655848.91 pJ/it
conv/without_kernel_shape_attr,arch-a,PASS,PASS,0.053 s,0.01 MiB,0.01 MiB,10,9,0.01 ms,123.80 mW,889640.16 pJ,0.047 s,0.01 MiB,0.01 MiB,12,9,271000.00 samples/s,0.00 ms,195.49 mW,787478.85 pJ/it
conv/yolo11n_depthwise_head,arch-a,PASS,PASS,1.709 s,8.66 MiB,34.24 MiB,168,255,42.70 ms,200.52 mW,8562452412.00 pJ,2.373 s,27.15 MiB,20.31 MiB,87,214,20.60 samples/s,48.55 ms,157.12 mW,8007922821.00 pJ/it
conv/yolo11n_heavy,arch-a,PASS,PASS,0.519 s,4.82 MiB,19.10 MiB,161,800,8.53 ms,350.87 mW,2994683017.00 pJ,1.007 s,11.06 MiB,13.87 MiB,85,420,79.10 samples/s,12.64 ms,218.17 mW,2857451109.00 pJ/it
conv/yolo11n_stem,arch-a,PASS,PASS,0.893 s,12.86 MiB,37.59 MiB,168,488,14.24 ms,301.23 mW,4289558246.00 pJ,1.374 s,25.19 MiB,21.24 MiB,85,126,44.60 samples/s,22.42 ms,176.88 mW,4028789243.00 pJ/it
div/after_gemm,arch-a,PASS,PASS,0.053 s,0.01 MiB,0.01 MiB,5,4,0.01 ms,104.70 mW,815012.96 pJ,0.045 s,0.01 MiB,0.01 MiB,6,4,218000.00 samples/s,0.00 ms,107.94 mW,570766.12 pJ/it
div/basic,arch-a,PASS,PASS,0.051 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.036 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
div/channel_broadcast_1024,arch-a,PASS,PASS,0.049 s,0.02 MiB,0.01 MiB,1,0,0.01 ms,78.12 mW,540030.00 pJ,0.039 s,0.02 MiB,0.01 MiB,1,0,145000.00 samples/s,0.01 ms,2.11 mW,13388.67 pJ/it
div/leading_dimension_broadcast,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.040 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
div/runtime_scalar_rhs,arch-a,PASS,PASS,0.053 s,0.02 MiB,0.01 MiB,1,0,0.01 ms,78.12 mW,540030.00 pJ,0.040 s,0.02 MiB,0.01 MiB,1,0,145000.00 samples/s,0.01 ms,2.11 mW,13388.67 pJ/it
div/scalar_constant,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.036 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
gather/3d_input_axis1,arch-a,PASS,PASS,0.049 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.08 mW,45990.00 pJ,0.038 s,0.00 MiB,0.00 MiB,1,0,1700000.00 samples/s,0.00 ms,2.08 mW,1174.67 pJ/it
gather/axis0_matrix_indices,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.07 mW,54414.00 pJ,0.039 s,0.00 MiB,0.00 MiB,1,0,1440000.00 samples/s,0.00 ms,2.07 mW,1390.67 pJ/it
gather/axis1,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.06 mW,62526.00 pJ,0.036 s,0.00 MiB,0.00 MiB,1,0,1250000.00 samples/s,0.00 ms,2.06 mW,1598.67 pJ/it
gather/negative_axis,arch-a,PASS,PASS,0.049 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.03 mW,112134.00 pJ,0.039 s,0.00 MiB,0.00 MiB,1,0,697000.00 samples/s,0.00 ms,2.03 mW,2870.67 pJ/it
gather/negative_indices,arch-a,PASS,PASS,0.049 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.13 mW,29376.00 pJ,0.041 s,0.00 MiB,0.00 MiB,1,0,2670000.00 samples/s,0.00 ms,2.12 mW,748.67 pJ/it
gemm/alpha_beta,arch-a,PASS,PASS,0.056 s,0.01 MiB,0.01 MiB,5,4,0.01 ms,105.27 mW,784908.96 pJ,0.050 s,0.01 MiB,0.01 MiB,6,4,212000.00 samples/s,0.00 ms,107.78 mW,574589.95 pJ/it
gemm/bias_rank2_broadcast,arch-a,PASS,PASS,0.056 s,0.00 MiB,0.01 MiB,5,4,0.01 ms,105.98 mW,749484.96 pJ,0.043 s,0.01 MiB,0.01 MiB,6,4,229000.00 samples/s,0.00 ms,109.50 mW,540708.12 pJ/it
gemm/dynamic,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,5,0,0.00 ms,91.48 mW,221475.00 pJ,0.044 s,0.00 MiB,0.00 MiB,5,0,489000.00 samples/s,0.00 ms,44.34 mW,93754.67 pJ/it
gemm/dynamic_alpha,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,5,0,0.00 ms,91.42 mW,298198.00 pJ,0.041 s,0.00 MiB,0.00 MiB,5,0,464000.00 samples/s,0.00 ms,44.39 mW,105291.67 pJ/it
gemm/dynamic_beta,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,5,0,0.00 ms,91.32 mW,397230.00 pJ,0.042 s,0.00 MiB,0.00 MiB,5,0,247000.00 samples/s,0.00 ms,20.21 mW,81901.75 pJ/it
gemm/dynamic_bias,arch-a,PASS,PASS,0.057 s,0.00 MiB,0.00 MiB,5,0,0.00 ms,91.45 mW,243703.00 pJ,0.046 s,0.00 MiB,0.00 MiB,5,0,422000.00 samples/s,0.00 ms,20.28 mW,48009.75 pJ/it
gemm/dynamic_bias_alpha_beta,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.00 MiB,5,0,0.01 ms,91.28 mW,513811.00 pJ,0.043 s,0.00 MiB,0.00 MiB,5,0,188000.00 samples/s,0.01 ms,20.20 mW,107673.75 pJ/it
gemm/dynamic_transpose_b,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,5,0,0.00 ms,91.38 mW,118883.00 pJ,0.040 s,0.00 MiB,0.00 MiB,5,0,803000.00 samples/s,0.00 ms,44.55 mW,58232.00 pJ/it
gemm/huge_1024,arch-a,PASS,PASS,0.149 s,0.01 MiB,0.10 MiB,73,64,0.02 ms,215.07 mW,3767010.36 pJ,0.160 s,0.05 MiB,0.09 MiB,51,64,26400.00 samples/s,0.04 ms,135.13 mW,5670462.59 pJ/it
gemm/large,arch-a,PASS,PASS,0.058 s,0.02 MiB,0.03 MiB,17,16,0.01 ms,140.15 mW,1573768.84 pJ,0.050 s,0.03 MiB,0.03 MiB,17,16,78500.00 samples/s,0.01 ms,79.60 mW,1008067.12 pJ/it
gemm/large_k_small_n,arch-a,PASS,PASS,0.088 s,0.01 MiB,0.01 MiB,9,8,0.00 ms,133.53 mW,633217.92 pJ,0.082 s,0.01 MiB,0.01 MiB,9,8,182000.00 samples/s,0.01 ms,84.31 mW,476982.66 pJ/it
gemm/non_square,arch-a,PASS,PASS,0.059 s,0.00 MiB,0.01 MiB,5,4,0.00 ms,118.96 mW,419565.96 pJ,0.043 s,0.01 MiB,0.01 MiB,5,4,242000.00 samples/s,0.00 ms,71.16 mW,302182.45 pJ/it
gemm/scalar_bias,arch-a,PASS,PASS,0.055 s,0.00 MiB,0.01 MiB,5,4,0.01 ms,105.98 mW,749484.96 pJ,0.045 s,0.01 MiB,0.01 MiB,6,4,229000.00 samples/s,0.00 ms,109.50 mW,540708.12 pJ/it
gemm/small,arch-a,PASS,PASS,0.055 s,0.00 MiB,0.00 MiB,2,2,0.00 ms,90.14 mW,398436.48 pJ,0.043 s,0.00 MiB,0.00 MiB,4,2,376000.00 samples/s,0.00 ms,105.00 mW,297577.19 pJ/it
gemm/small_k_large_n,arch-a,PASS,PASS,0.090 s,0.01 MiB,0.02 MiB,17,8,0.01 ms,131.01 mW,1043061.92 pJ,0.082 s,0.02 MiB,0.02 MiB,18,8,92700.00 samples/s,0.01 ms,152.38 mW,1742739.72 pJ/it
gemm/square_weights,arch-a,PASS,PASS,0.073 s,0.03 MiB,0.08 MiB,42,40,0.02 ms,151.77 mW,3284393.60 pJ,0.075 s,0.07 MiB,0.09 MiB,44,40,25700.00 samples/s,0.04 ms,155.80 mW,6344327.95 pJ/it
gemm/transpose_a,arch-a,PASS,PASS,0.056 s,0.00 MiB,0.01 MiB,5,4,0.01 ms,109.14 mW,628868.96 pJ,0.047 s,0.01 MiB,0.01 MiB,6,4,290000.00 samples/s,0.00 ms,115.23 mW,456854.62 pJ/it
gemm/transpose_a_and_b,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.01 MiB,5,4,0.01 ms,109.14 mW,628868.96 pJ,0.044 s,0.01 MiB,0.01 MiB,6,4,290000.00 samples/s,0.00 ms,115.23 mW,456854.62 pJ/it
gemm/transpose_b,arch-a,PASS,PASS,0.056 s,0.00 MiB,0.01 MiB,5,4,0.00 ms,118.96 mW,419565.96 pJ,0.045 s,0.01 MiB,0.01 MiB,5,4,242000.00 samples/s,0.00 ms,71.16 mW,302182.45 pJ/it
gemm/transpose_b_with_bias,arch-a,PASS,PASS,0.057 s,0.01 MiB,0.01 MiB,5,4,0.01 ms,110.55 mW,557818.96 pJ,0.046 s,0.01 MiB,0.01 MiB,5,4,218000.00 samples/s,0.00 ms,67.31 mW,333372.79 pJ/it
gemm/with_bias,arch-a,PASS,PASS,0.057 s,0.01 MiB,0.01 MiB,5,4,0.01 ms,108.77 mW,604966.96 pJ,0.043 s,0.01 MiB,0.01 MiB,5,4,203000.00 samples/s,0.00 ms,66.54 mW,341027.79 pJ/it
gemv/all_constant,arch-a,PASS,PASS,0.053 s,0.00 MiB,0.00 MiB,0,0,0.00 ms,2.00 mW,0.00 pJ,0.039 s,0.00 MiB,0.00 MiB,0,0,0.00 samples/s,0.00 ms,2.00 mW,0.00 pJ/it
gemv/constant_weight,arch-a,PASS,PASS,0.065 s,0.00 MiB,0.01 MiB,6,4,0.01 ms,111.15 mW,573535.96 pJ,0.051 s,0.01 MiB,0.01 MiB,8,4,263000.00 samples/s,0.00 ms,154.40 mW,641346.96 pJ/it
gemv/non_uniform_bias,arch-a,PASS,PASS,0.062 s,0.00 MiB,0.01 MiB,6,4,0.01 ms,109.81 mW,609463.96 pJ,0.051 s,0.01 MiB,0.01 MiB,8,4,243000.00 samples/s,0.00 ms,152.55 mW,697203.20 pJ/it
gemv/scalar_bias,arch-a,PASS,PASS,0.061 s,0.00 MiB,0.01 MiB,6,4,0.01 ms,109.81 mW,609463.96 pJ,0.052 s,0.01 MiB,0.01 MiB,8,4,243000.00 samples/s,0.00 ms,152.55 mW,697203.20 pJ/it
gemv/uniform_bias,arch-a,PASS,PASS,0.066 s,0.00 MiB,0.01 MiB,6,4,0.01 ms,109.81 mW,609463.96 pJ,0.049 s,0.01 MiB,0.01 MiB,8,4,243000.00 samples/s,0.00 ms,152.55 mW,697203.20 pJ/it
matmul/basic,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.00 MiB,2,2,0.00 ms,90.14 mW,398436.48 pJ,0.040 s,0.00 MiB,0.00 MiB,4,2,376000.00 samples/s,0.00 ms,105.00 mW,297577.19 pJ/it
matmul/batched_3d,arch-a,PASS,PASS,0.059 s,0.00 MiB,0.01 MiB,5,4,0.01 ms,108.59 mW,646972.96 pJ,0.048 s,0.01 MiB,0.01 MiB,6,4,275000.00 samples/s,0.00 ms,114.15 mW,469999.95 pJ/it
matmul/batched_3d_dynamic,arch-a,PASS,PASS,0.057 s,0.00 MiB,0.00 MiB,4,0,0.00 ms,92.19 mW,167975.00 pJ,0.041 s,0.00 MiB,0.00 MiB,5,0,758000.00 samples/s,0.00 ms,18.49 mW,24624.50 pJ/it
matmul/batched_left_constant,arch-a,PASS,PASS,0.057 s,0.00 MiB,0.02 MiB,9,8,0.01 ms,114.39 mW,1009105.92 pJ,0.059 s,0.01 MiB,0.02 MiB,11,8,149000.00 samples/s,0.01 ms,159.00 mW,1186296.28 pJ/it
matmul/batched_lhs_broadcast,arch-a,PASS,PASS,0.057 s,0.00 MiB,0.01 MiB,5,4,0.01 ms,109.39 mW,621440.96 pJ,0.042 s,0.01 MiB,0.01 MiB,6,4,276000.00 samples/s,0.00 ms,114.66 mW,463736.29 pJ/it
matmul/batched_rhs_broadcast,arch-a,PASS,PASS,0.058 s,0.00 MiB,0.01 MiB,5,4,0.01 ms,108.59 mW,646972.96 pJ,0.043 s,0.01 MiB,0.01 MiB,6,4,275000.00 samples/s,0.00 ms,114.15 mW,469999.95 pJ/it
matmul/dynamic,arch-a,PASS,PASS,0.056 s,0.00 MiB,0.00 MiB,5,0,0.00 ms,91.42 mW,148195.00 pJ,0.041 s,0.00 MiB,0.00 MiB,5,0,660000.00 samples/s,0.00 ms,44.46 mW,70471.33 pJ/it
matmul/huge_1024,arch-a,PASS,PASS,0.146 s,0.01 MiB,0.10 MiB,73,64,0.02 ms,215.07 mW,3767010.36 pJ,0.162 s,0.05 MiB,0.09 MiB,51,64,26400.00 samples/s,0.04 ms,135.13 mW,5670462.59 pJ/it
matmul/left_constant,arch-a,PASS,PASS,0.055 s,0.00 MiB,0.01 MiB,5,4,0.01 ms,108.86 mW,637168.96 pJ,0.045 s,0.01 MiB,0.01 MiB,6,4,297000.00 samples/s,0.00 ms,115.66 mW,451626.62 pJ/it
matmul/matrix_vector,arch-a,PASS,PASS,0.098 s,0.52 MiB,0.78 MiB,168,173,0.38 ms,202.13 mW,77751476.88 pJ,0.289 s,1.04 MiB,0.84 MiB,44,171,2150.00 samples/s,0.46 ms,119.16 mW,65096859.53 pJ/it
matmul/vector_matrix,arch-a,PASS,PASS,0.089 s,0.01 MiB,0.01 MiB,9,8,0.01 ms,118.70 mW,878749.92 pJ,0.083 s,0.02 MiB,0.02 MiB,10,8,140000.00 samples/s,0.01 ms,115.31 mW,910373.16 pJ/it
matmul/yolo_attention,arch-a,PASS,PASS,0.474 s,1.02 MiB,43.44 MiB,168,0,8.15 ms,170.00 mW,1385775865.00 pJ,0.645 s,5.57 MiB,42.54 MiB,75,0,145.00 samples/s,6.89 ms,119.04 mW,932561637.00 pJ/it
mul/after_conv,arch-a,PASS,PASS,0.059 s,0.00 MiB,0.00 MiB,4,3,0.01 ms,107.64 mW,586955.72 pJ,0.050 s,0.00 MiB,0.00 MiB,4,3,194000.00 samples/s,0.01 ms,58.31 mW,304072.05 pJ/it
mul/after_conv_scalar_constant,arch-a,PASS,PASS,0.056 s,0.00 MiB,0.00 MiB,4,3,0.01 ms,107.64 mW,586955.72 pJ,0.046 s,0.00 MiB,0.00 MiB,4,3,194000.00 samples/s,0.01 ms,58.31 mW,304072.05 pJ/it
mul/basic,arch-a,PASS,PASS,0.051 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.040 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
mul/channel_broadcast_1024,arch-a,PASS,PASS,0.050 s,0.02 MiB,0.01 MiB,1,0,0.01 ms,78.12 mW,540030.00 pJ,0.038 s,0.02 MiB,0.01 MiB,1,0,145000.00 samples/s,0.01 ms,2.11 mW,13388.67 pJ/it
mul/leading_dimension_broadcast,arch-a,PASS,PASS,0.057 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.038 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
mul/scalar_constant,arch-a,PASS,PASS,0.048 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.034 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
pool/avg_basic,arch-a,PASS,PASS,0.051 s,0.00 MiB,0.00 MiB,1,0,0.01 ms,78.02 mW,929400.00 pJ,0.038 s,0.00 MiB,0.00 MiB,1,0,84200.00 samples/s,0.01 ms,2.02 mW,24013.00 pJ/it
pool/avg_ceil_mode,arch-a,PASS,PASS,0.055 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.03 mW,339210.00 pJ,0.044 s,0.00 MiB,0.00 MiB,1,0,230000.00 samples/s,0.00 ms,2.03 mW,8786.67 pJ/it
pool/avg_explicit_padding,arch-a,PASS,PASS,0.055 s,0.00 MiB,0.00 MiB,1,0,0.01 ms,78.03 mW,685860.00 pJ,0.039 s,0.00 MiB,0.00 MiB,1,0,114000.00 samples/s,0.01 ms,2.03 mW,17745.00 pJ/it
pool/avg_include_pad,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.00 MiB,1,0,0.01 ms,78.02 mW,661116.00 pJ,0.041 s,0.00 MiB,0.00 MiB,1,0,118000.00 samples/s,0.01 ms,2.02 mW,17017.00 pJ/it
pool/avg_large_channels,arch-a,PASS,PASS,0.059 s,0.04 MiB,0.02 MiB,1,0,0.24 ms,78.00 mW,18397284.00 pJ,0.046 s,0.04 MiB,0.02 MiB,1,0,4250.00 samples/s,0.24 ms,2.00 mW,471380.00 pJ/it
pool/avg_non_uniform_stride,arch-a,PASS,PASS,0.055 s,0.00 MiB,0.00 MiB,1,0,0.01 ms,78.02 mW,1129134.00 pJ,0.039 s,0.00 MiB,0.00 MiB,1,0,69300.00 samples/s,0.01 ms,2.02 mW,29111.00 pJ/it
pool/avg_real_asymmetric_padding,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.00 MiB,1,0,0.03 ms,78.02 mW,1959204.00 pJ,0.041 s,0.00 MiB,0.00 MiB,1,0,39900.00 samples/s,0.03 ms,2.02 mW,50769.00 pJ/it
pool/max_after_conv,arch-a,PASS,PASS,0.063 s,0.00 MiB,0.00 MiB,5,4,0.01 ms,99.12 mW,1209961.96 pJ,0.051 s,0.00 MiB,0.00 MiB,5,4,140000.00 samples/s,0.01 ms,58.47 mW,468396.45 pJ/it
pool/max_basic,arch-a,PASS,PASS,0.051 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.06 mW,324744.00 pJ,0.039 s,0.00 MiB,0.00 MiB,1,0,241000.00 samples/s,0.00 ms,2.06 mW,8532.67 pJ/it
pool/max_ceil_mode,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.07 mW,151464.00 pJ,0.035 s,0.00 MiB,0.00 MiB,1,0,516000.00 samples/s,0.00 ms,2.07 mW,3972.67 pJ/it
pool/max_global_style_kernel_equals_input,arch-a,PASS,PASS,0.055 s,0.00 MiB,0.00 MiB,1,0,0.01 ms,78.01 mW,657534.00 pJ,0.042 s,0.00 MiB,0.00 MiB,1,0,119000.00 samples/s,0.01 ms,2.01 mW,16843.00 pJ/it
pool/max_non_square_kernel,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,1,0,0.01 ms,78.02 mW,1060572.00 pJ,0.047 s,0.00 MiB,0.00 MiB,1,0,73700.00 samples/s,0.01 ms,2.02 mW,27353.00 pJ/it
pool/max_real_asymmetric_padding,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,1,0,0.01 ms,78.03 mW,814992.00 pJ,0.040 s,0.00 MiB,0.00 MiB,1,0,96100.00 samples/s,0.01 ms,2.03 mW,21173.00 pJ/it
pool/max_same_upper,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,1,0,0.01 ms,78.04 mW,625068.00 pJ,0.042 s,0.00 MiB,0.00 MiB,1,0,125000.00 samples/s,0.01 ms,2.04 mW,16233.00 pJ/it
pool/max_stride2_multichannel,arch-a,PASS,PASS,0.051 s,0.00 MiB,0.00 MiB,1,0,0.02 ms,78.02 mW,1245870.00 pJ,0.036 s,0.00 MiB,0.00 MiB,1,0,62800.00 samples/s,0.02 ms,2.02 mW,32117.00 pJ/it
reduce_mean/4d_spatial,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.02 mW,326814.00 pJ,0.044 s,0.00 MiB,0.00 MiB,1,0,239000.00 samples/s,0.00 ms,2.02 mW,8390.67 pJ/it
reduce_mean/4d_spatial_keepdims_0,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,4,0,0.00 ms,94.35 mW,61801.00 pJ,0.041 s,0.00 MiB,0.00 MiB,4,0,1470000.00 samples/s,0.00 ms,44.66 mW,31425.33 pJ/it
reduce_mean/after_conv,arch-a,PASS,PASS,0.062 s,0.00 MiB,0.00 MiB,4,3,0.01 ms,100.79 mW,1119699.72 pJ,0.057 s,0.00 MiB,0.00 MiB,4,3,125000.00 samples/s,0.01 ms,54.14 mW,474782.17 pJ/it
reduce_mean/all_axes_keepdims_0,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,2,0,0.00 ms,79.24 mW,30982.00 pJ,0.038 s,0.00 MiB,0.00 MiB,2,0,2720000.00 samples/s,0.00 ms,44.37 mW,16707.00 pJ/it
reduce_mean/all_axes_keepdims_1,arch-a,PASS,PASS,0.049 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,17286.00 pJ,0.039 s,0.00 MiB,0.00 MiB,1,0,4570000.00 samples/s,0.00 ms,2.22 mW,437.33 pJ/it
reduce_mean/basic,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.00 MiB,4,0,0.00 ms,93.51 mW,34881.00 pJ,0.042 s,0.00 MiB,0.00 MiB,4,0,2600000.00 samples/s,0.00 ms,5.85 mW,2235.67 pJ/it
reduce_mean/channel_axis_nchw,arch-a,PASS,PASS,0.054 s,0.03 MiB,0.02 MiB,4,0,0.16 ms,93.60 mW,15436518.00 pJ,0.040 s,0.03 MiB,0.08 MiB,4,0,12900.00 samples/s,0.08 ms,5.00 mW,388853.50 pJ/it
reduce_mean/keepdims_0,arch-a,PASS,PASS,0.053 s,0.00 MiB,0.00 MiB,5,0,0.00 ms,91.40 mW,68368.00 pJ,0.043 s,0.00 MiB,0.00 MiB,5,0,1300000.00 samples/s,0.00 ms,44.76 mW,36032.00 pJ/it
reduce_mean/large_dimension_1024,arch-a,PASS,PASS,0.048 s,0.01 MiB,0.00 MiB,1,0,0.00 ms,78.02 mW,217278.00 pJ,0.040 s,0.01 MiB,0.00 MiB,1,0,359000.00 samples/s,0.00 ms,2.02 mW,5274.00 pJ/it
reduce_mean/legacy_axes_1_2_keepdims_1,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,2,0,0.00 ms,79.35 mW,21505.00 pJ,0.042 s,0.00 MiB,0.00 MiB,2,0,3620000.00 samples/s,0.00 ms,3.45 mW,898.00 pJ/it
reduce_mean/legacy_axis1_keepdims_0,arch-a,PASS,PASS,0.056 s,0.00 MiB,0.00 MiB,9,0,0.00 ms,92.50 mW,183708.00 pJ,0.042 s,0.00 MiB,0.00 MiB,9,0,654000.00 samples/s,0.00 ms,45.89 mW,72573.50 pJ/it
reduce_mean/legacy_axis1_keepdims_1,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,8,0,0.00 ms,94.56 mW,129830.00 pJ,0.049 s,0.00 MiB,0.00 MiB,8,0,1340000.00 samples/s,0.00 ms,10.15 mW,7594.50 pJ/it
reduce_mean/legacy_empty_axes_noop,arch-a,PASS,PASS,0.049 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,17286.00 pJ,0.037 s,0.00 MiB,0.00 MiB,1,0,4570000.00 samples/s,0.00 ms,2.22 mW,437.33 pJ/it
reduce_mean/legacy_nchw_spatial,arch-a,PASS,PASS,0.055 s,0.00 MiB,0.00 MiB,1,0,0.01 ms,78.01 mW,498648.00 pJ,0.044 s,0.00 MiB,0.00 MiB,1,0,156000.00 samples/s,0.01 ms,2.01 mW,12796.67 pJ/it
reduce_mean/legacy_negative_axis,arch-a,PASS,PASS,0.053 s,0.00 MiB,0.00 MiB,6,0,0.00 ms,93.52 mW,51717.00 pJ,0.041 s,0.00 MiB,0.00 MiB,6,0,1760000.00 samples/s,0.00 ms,8.07 mW,4588.50 pJ/it
reduce_mean/legacy_reduce_all_keepdims_1,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,17286.00 pJ,0.038 s,0.00 MiB,0.00 MiB,1,0,4570000.00 samples/s,0.00 ms,2.22 mW,437.33 pJ/it
reduce_mean/negative_axis,arch-a,PASS,PASS,0.051 s,0.00 MiB,0.00 MiB,6,0,0.00 ms,93.52 mW,51717.00 pJ,0.041 s,0.00 MiB,0.00 MiB,6,0,1760000.00 samples/s,0.00 ms,8.07 mW,4588.50 pJ/it
relu/4d,arch-a,PASS,PASS,0.047 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.18 mW,40734.00 pJ,0.046 s,0.00 MiB,0.00 MiB,1,0,1930000.00 samples/s,0.00 ms,2.18 mW,1014.00 pJ/it
relu/after_conv,arch-a,PASS,PASS,0.057 s,0.00 MiB,0.00 MiB,4,3,0.01 ms,107.89 mW,577437.72 pJ,0.048 s,0.00 MiB,0.00 MiB,4,3,191000.00 samples/s,0.01 ms,58.26 mW,304800.72 pJ/it
relu/after_gemm,arch-a,PASS,PASS,0.054 s,0.01 MiB,0.01 MiB,5,4,0.01 ms,105.16 mW,790056.96 pJ,0.042 s,0.01 MiB,0.01 MiB,6,4,230000.00 samples/s,0.00 ms,109.21 mW,545663.29 pJ/it
relu/basic,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,17286.00 pJ,0.036 s,0.00 MiB,0.00 MiB,1,0,4570000.00 samples/s,0.00 ms,2.22 mW,437.33 pJ/it
reshape/4d_to_2d_flatten,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.28 mW,20196.00 pJ,0.039 s,0.00 MiB,0.00 MiB,1,0,3910000.00 samples/s,0.00 ms,2.28 mW,488.00 pJ/it
reshape/infer_dim_minus_one,arch-a,PASS,PASS,0.051 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.30 mW,12684.00 pJ,0.036 s,0.00 MiB,0.00 MiB,1,0,6250000.00 samples/s,0.00 ms,2.30 mW,308.00 pJ/it
reshape/same_rank,arch-a,PASS,PASS,0.048 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.30 mW,12684.00 pJ,0.036 s,0.00 MiB,0.00 MiB,1,0,6250000.00 samples/s,0.00 ms,2.30 mW,308.00 pJ/it
reshape/zero_copies_input_dim,arch-a,PASS,PASS,0.054 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.30 mW,12684.00 pJ,0.034 s,0.00 MiB,0.00 MiB,1,0,6250000.00 samples/s,0.00 ms,2.30 mW,308.00 pJ/it
resize/height_only,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,4,0,0.00 ms,93.55 mW,64833.00 pJ,0.038 s,0.00 MiB,0.00 MiB,4,0,1880000.00 samples/s,0.00 ms,5.60 mW,2986.00 pJ/it
resize/nearest_2x,arch-a,PASS,PASS,0.051 s,0.00 MiB,0.00 MiB,4,0,0.00 ms,93.57 mW,109761.00 pJ,0.038 s,0.00 MiB,0.00 MiB,4,0,1450000.00 samples/s,0.00 ms,5.46 mW,3776.00 pJ/it
resize/nearest_downsample,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,2,0,0.00 ms,79.45 mW,33925.00 pJ,0.039 s,0.00 MiB,0.00 MiB,2,0,2330000.00 samples/s,0.00 ms,3.28 mW,1360.50 pJ/it
resize/non_uniform_scales,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,6,0,0.00 ms,93.58 mW,164037.00 pJ,0.042 s,0.00 MiB,0.00 MiB,6,0,1250000.00 samples/s,0.00 ms,7.76 mW,6207.25 pJ/it
resize/width_only,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,2,0,0.00 ms,79.50 mW,53029.00 pJ,0.037 s,0.00 MiB,0.00 MiB,2,0,1700000.00 samples/s,0.00 ms,3.20 mW,1833.50 pJ/it
resize/with_sizes,arch-a,PASS,PASS,0.051 s,0.00 MiB,0.00 MiB,3,0,0.00 ms,92.54 mW,73756.00 pJ,0.039 s,0.00 MiB,0.00 MiB,3,0,1700000.00 samples/s,0.00 ms,4.39 mW,2586.75 pJ/it
sigmoid/4d,arch-a,PASS,PASS,0.049 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.18 mW,40734.00 pJ,0.035 s,0.00 MiB,0.00 MiB,1,0,1930000.00 samples/s,0.00 ms,2.18 mW,1014.00 pJ/it
sigmoid/after_gemm,arch-a,PASS,PASS,0.054 s,0.01 MiB,0.01 MiB,5,4,0.01 ms,105.16 mW,790056.96 pJ,0.043 s,0.01 MiB,0.01 MiB,6,4,230000.00 samples/s,0.00 ms,109.21 mW,545663.29 pJ/it
sigmoid/basic,arch-a,PASS,PASS,0.048 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,17286.00 pJ,0.036 s,0.00 MiB,0.00 MiB,1,0,4570000.00 samples/s,0.00 ms,2.22 mW,437.33 pJ/it
slice/2d_basic,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.30 mW,18948.00 pJ,0.038 s,0.00 MiB,0.00 MiB,1,0,4170000.00 samples/s,0.00 ms,2.30 mW,491.67 pJ/it
slice/after_conv,arch-a,PASS,PASS,0.057 s,0.00 MiB,0.01 MiB,7,6,0.01 ms,118.19 mW,1335082.88 pJ,0.053 s,0.00 MiB,0.01 MiB,7,6,106000.00 samples/s,0.01 ms,73.96 mW,732218.55 pJ/it
slice/default_axes,arch-a,PASS,PASS,0.047 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.30 mW,18948.00 pJ,0.035 s,0.00 MiB,0.00 MiB,1,0,4170000.00 samples/s,0.00 ms,2.30 mW,491.67 pJ/it
slice/large_channel_1024,arch-a,PASS,PASS,0.049 s,0.01 MiB,0.00 MiB,1,0,0.00 ms,78.14 mW,221304.00 pJ,0.036 s,0.01 MiB,0.00 MiB,1,0,353000.00 samples/s,0.00 ms,2.14 mW,5058.00 pJ/it
slice/nchw_spatial_crop,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.24 mW,101868.00 pJ,0.042 s,0.00 MiB,0.00 MiB,1,0,769000.00 samples/s,0.00 ms,2.24 mW,2851.67 pJ/it
slice/negative_axis,arch-a,PASS,PASS,0.048 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.30 mW,44004.00 pJ,0.037 s,0.00 MiB,0.00 MiB,1,0,1790000.00 samples/s,0.00 ms,2.30 mW,1227.67 pJ/it
slice/negative_indices,arch-a,PASS,PASS,0.052 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.30 mW,25212.00 pJ,0.037 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.30 mW,675.67 pJ/it
slice/step2,arch-a,PASS,PASS,0.053 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.29 mW,159876.00 pJ,0.042 s,0.00 MiB,0.00 MiB,1,0,490000.00 samples/s,0.00 ms,2.29 mW,4619.67 pJ/it
softmax/3d_last_axis,arch-a,PASS,PASS,0.048 s,0.00 MiB,0.00 MiB,1,0,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED,0.035 s,0.00 MiB,0.00 MiB,1,0,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED
softmax/basic,arch-a,PASS,PASS,0.048 s,0.00 MiB,0.00 MiB,1,0,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED,0.036 s,0.00 MiB,0.00 MiB,1,0,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED
softmax/channel_axis,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,1,0,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED,0.040 s,0.00 MiB,0.00 MiB,3,0,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED
softmax/large_dimension_1024,arch-a,PASS,PASS,0.049 s,0.01 MiB,0.01 MiB,1,0,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED,0.036 s,0.01 MiB,0.01 MiB,1,0,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED
softmax/negative_axis,arch-a,PASS,PASS,0.048 s,0.00 MiB,0.00 MiB,1,0,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED,0.036 s,0.00 MiB,0.00 MiB,1,0,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED,UNSUPPORTED
split/basic,arch-a,PASS,PASS,0.051 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.30 mW,31554.00 pJ,0.037 s,0.00 MiB,0.00 MiB,1,0,2490000.00 samples/s,0.00 ms,2.30 mW,861.67 pJ/it
split/equal_three_way,arch-a,PASS,PASS,0.049 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.30 mW,44160.00 pJ,0.035 s,0.00 MiB,0.00 MiB,1,0,1780000.00 samples/s,0.00 ms,2.30 mW,1231.67 pJ/it
split/negative_axis,arch-a,PASS,PASS,0.053 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.29 mW,84786.00 pJ,0.039 s,0.00 MiB,0.00 MiB,1,0,925000.00 samples/s,0.00 ms,2.29 mW,2413.67 pJ/it
split/uneven_channel_axis_4d,arch-a,PASS,PASS,0.049 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.30 mW,18948.00 pJ,0.046 s,0.00 MiB,0.00 MiB,1,0,4170000.00 samples/s,0.00 ms,2.30 mW,491.67 pJ/it
sub/after_gemm,arch-a,PASS,PASS,0.056 s,0.01 MiB,0.01 MiB,5,4,0.01 ms,104.70 mW,815012.96 pJ,0.045 s,0.01 MiB,0.01 MiB,6,4,218000.00 samples/s,0.00 ms,107.94 mW,570766.12 pJ/it
sub/basic,arch-a,PASS,PASS,0.046 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.037 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
sub/broadcast_row,arch-a,PASS,PASS,0.049 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.042 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
sub/channel_broadcast_1024,arch-a,PASS,PASS,0.052 s,0.02 MiB,0.01 MiB,1,0,0.01 ms,78.12 mW,540030.00 pJ,0.037 s,0.02 MiB,0.01 MiB,1,0,145000.00 samples/s,0.01 ms,2.11 mW,13388.67 pJ/it
sub/constant_lhs_broadcast,arch-a,PASS,PASS,0.049 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25188.00 pJ,0.034 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,656.67 pJ/it
sub/leading_dimension_broadcast,arch-a,PASS,PASS,0.050 s,0.00 MiB,0.00 MiB,1,0,0.00 ms,78.22 mW,25266.00 pJ,0.038 s,0.00 MiB,0.00 MiB,1,0,3120000.00 samples/s,0.00 ms,2.23 mW,658.67 pJ/it
1 Operation Arch Result (l) Result (t) Compile (l) Host mem (l) Cores mem (l) Cores (l) Xbars (l) Latency (l) Power (l) Energy (l) Compile (t) Host mem (t) Cores mem (t) Cores (t) Xbars (t) Avg latency (t) Throughput (t) Avg power (t) Avg energy (t)
2 add/after_gemm arch-a PASS PASS 0.056 s 0.01 MiB 0.01 MiB 5 4 0.01 ms 104.70 mW 815012.96 pJ 0.043 s 0.01 MiB 0.01 MiB 6 4 218000.00 samples/s 0.00 ms 107.94 mW 570766.12 pJ/it
3 add/basic arch-a PASS PASS 0.053 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.041 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it
4 add/broadcast_row arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.037 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it
5 add/channel_broadcast_1024 arch-a PASS PASS 0.052 s 0.02 MiB 0.01 MiB 1 0 0.01 ms 78.12 mW 540030.00 pJ 0.036 s 0.02 MiB 0.01 MiB 1 0 145000.00 samples/s 0.01 ms 2.11 mW 13388.67 pJ/it
6 add/leading_dimension_broadcast arch-a PASS PASS 0.049 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.038 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it
7 concat/channel_axis arch-a PASS PASS 0.047 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.16 mW 35718.00 pJ 0.034 s 0.00 MiB 0.00 MiB 1 0 2200000.00 samples/s 0.00 ms 2.16 mW 934.67 pJ/it
8 concat/negative_axis arch-a PASS PASS 0.046 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.09 mW 81450.00 pJ 0.038 s 0.00 MiB 0.00 MiB 1 0 961000.00 samples/s 0.00 ms 2.09 mW 2108.00 pJ/it
9 concat/three_inputs_channel_axis arch-a PASS PASS 0.056 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.15 mW 50328.00 pJ 0.035 s 0.00 MiB 0.00 MiB 1 0 1560000.00 samples/s 0.00 ms 2.15 mW 1332.67 pJ/it
10 conv/batch_2 arch-a PASS PASS 0.057 s 0.00 MiB 0.00 MiB 2 2 0.01 ms 82.62 mW 1131451.48 pJ 0.044 s 0.00 MiB 0.01 MiB 4 2 147000.00 samples/s 0.01 ms 92.90 mW 669920.48 pJ/it
11 conv/batch_4_pointwise arch-a PASS PASS 0.055 s 0.00 MiB 0.01 MiB 5 4 0.00 ms 116.08 mW 456420.96 pJ 0.043 s 0.01 MiB 0.01 MiB 5 4 242000.00 samples/s 0.00 ms 69.62 mW 291187.04 pJ/it
12 conv/depthwise_1024_channels arch-a PASS PASS 0.082 s 0.19 MiB 0.38 MiB 129 128 0.22 ms 178.45 mW 39393966.72 pJ 0.117 s 0.38 MiB 0.46 MiB 45 118 4930.00 samples/s 0.20 ms 144.34 mW 33005602.67 pJ/it
13 conv/depthwise_grouped arch-a PASS PASS 0.055 s 0.01 MiB 0.00 MiB 5 4 0.01 ms 107.78 mW 671878.96 pJ 0.042 s 0.01 MiB 0.00 MiB 7 4 418000.00 samples/s 0.00 ms 168.64 mW 479471.12 pJ/it
14 conv/dilated_3x3 arch-a PASS PASS 0.057 s 0.01 MiB 0.01 MiB 10 9 0.01 ms 118.77 mW 1034819.16 pJ 0.057 s 0.01 MiB 0.01 MiB 12 9 104000.00 samples/s 0.01 ms 155.40 mW 1574973.57 pJ/it
15 conv/dynamic arch-a PASS PASS 0.062 s 0.00 MiB 0.00 MiB 5 0 0.00 ms 92.28 mW 169336.00 pJ 0.044 s 0.00 MiB 0.00 MiB 6 0 778000.00 samples/s 0.00 ms 86.62 mW 124092.33 pJ/it
16 conv/explicit_padding arch-a PASS PASS 0.053 s 0.01 MiB 0.02 MiB 17 16 0.01 ms 145.34 mW 1454397.84 pJ 0.048 s 0.01 MiB 0.02 MiB 19 16 179000.00 samples/s 0.01 ms 201.80 mW 1234440.20 pJ/it
17 conv/grouped_many_groups arch-a PASS PASS 0.474 s 0.05 MiB 0.09 MiB 65 64 0.18 ms 142.21 mW 25867112.36 pJ 0.476 s 0.08 MiB 0.73 MiB 87 64 3660.00 samples/s 0.27 ms 97.46 mW 30277556.57 pJ/it
18 conv/grouped_two_groups arch-a PASS PASS 0.057 s 0.00 MiB 0.00 MiB 3 2 0.01 ms 101.46 mW 543914.48 pJ 0.047 s 0.00 MiB 0.01 MiB 9 2 378000.00 samples/s 0.00 ms 105.40 mW 353700.73 pJ/it
19 conv/huge_pointwise_1024 arch-a PASS PASS 0.151 s 0.01 MiB 0.11 MiB 73 64 0.02 ms 249.58 mW 3895759.36 pJ 0.163 s 0.08 MiB 0.10 MiB 52 64 19200.00 samples/s 0.05 ms 163.09 mW 8722111.37 pJ/it
20 conv/huge_pointwise_1024_dynamic arch-a PASS PASS 0.080 s 8.04 MiB 12.61 MiB 168 0 2.63 ms 169.52 mW 445489032.00 pJ 0.224 s 12.75 MiB 6.82 MiB 45 0 188.00 samples/s 5.31 ms 134.20 mW 746263826.70 pJ/it
21 conv/input_224_7x7_stride2 arch-a PASS PASS 0.759 s 24.14 MiB 61.87 MiB 168 169 38.41 ms 185.26 mW 7116544212.12 pJ 1.060 s 51.25 MiB 67.85 MiB 45 84 24.70 samples/s 40.56 ms 148.32 mW 6561548886.00 pJ/it
22 conv/kernel_2x2 arch-a PASS PASS 0.061 s 0.00 MiB 0.00 MiB 1 1 0.00 ms 83.83 mW 360568.24 pJ 0.046 s 0.00 MiB 0.00 MiB 3 1 356000.00 samples/s 0.00 ms 93.82 mW 298919.07 pJ/it
23 conv/kernel_3x3 arch-a PASS PASS 0.061 s 0.01 MiB 0.01 MiB 10 9 0.01 ms 123.80 mW 889640.16 pJ 0.046 s 0.01 MiB 0.01 MiB 12 9 271000.00 samples/s 0.00 ms 195.49 mW 787478.85 pJ/it
24 conv/kernel_equals_input_spatial arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 2 2 0.00 ms 89.61 mW 415689.48 pJ 0.041 s 0.00 MiB 0.00 MiB 4 2 376000.00 samples/s 0.00 ms 104.42 mW 305239.85 pJ/it
25 conv/large_input_channels_1x1 arch-a PASS PASS 0.085 s 0.01 MiB 0.02 MiB 9 8 0.01 ms 117.84 mW 900569.92 pJ 0.081 s 0.02 MiB 0.02 MiB 10 8 135000.00 samples/s 0.01 ms 113.25 mW 910683.04 pJ/it
26 conv/large_output_channels_1x1 arch-a PASS PASS 0.095 s 0.01 MiB 0.02 MiB 17 8 0.01 ms 128.44 mW 1139415.92 pJ 0.078 s 0.02 MiB 0.02 MiB 18 8 93600.00 samples/s 0.01 ms 151.83 mW 1755770.60 pJ/it
27 conv/large_spatial arch-a PASS PASS 0.061 s 0.01 MiB 0.04 MiB 37 36 0.02 ms 172.07 mW 2928344.64 pJ 0.061 s 0.01 MiB 0.04 MiB 39 36 84200.00 samples/s 0.01 ms 208.30 mW 2603711.62 pJ/it
28 conv/multi_channel arch-a PASS PASS 0.054 s 0.00 MiB 0.00 MiB 4 3 0.01 ms 105.68 mW 685040.72 pJ 0.050 s 0.00 MiB 0.00 MiB 4 3 140000.00 samples/s 0.01 ms 54.54 mW 393755.39 pJ/it
29 conv/non_square_kernel_1x3 arch-a PASS PASS 0.056 s 0.00 MiB 0.00 MiB 3 2 0.01 ms 99.35 mW 679752.48 pJ 0.044 s 0.00 MiB 0.00 MiB 3 2 140000.00 samples/s 0.01 ms 51.01 mW 367557.81 pJ/it
30 conv/non_square_kernel_3x1 arch-a PASS PASS 0.053 s 0.00 MiB 0.00 MiB 3 2 0.01 ms 95.89 mW 1292976.48 pJ 0.045 s 0.00 MiB 0.00 MiB 3 2 72200.00 samples/s 0.01 ms 47.79 mW 664683.81 pJ/it
31 conv/non_uniform_stride arch-a PASS PASS 0.056 s 0.00 MiB 0.00 MiB 4 3 0.01 ms 104.05 mW 790874.72 pJ 0.044 s 0.00 MiB 0.00 MiB 4 3 126000.00 samples/s 0.01 ms 53.56 mW 429978.05 pJ/it
32 conv/output_channel_grouping_minimal arch-a PASS PASS 0.080 s 0.10 MiB 0.34 MiB 131 128 0.26 ms 170.73 mW 44125916.72 pJ 0.148 s 0.28 MiB 0.96 MiB 87 84 2630.00 samples/s 0.38 ms 136.74 mW 58542917.01 pJ/it
33 conv/pointwise_1x1 arch-a PASS PASS 0.054 s 0.00 MiB 0.00 MiB 1 1 0.01 ms 80.24 mW 987244.24 pJ 0.041 s 0.00 MiB 0.00 MiB 3 1 131000.00 samples/s 0.01 ms 89.08 mW 719413.57 pJ/it
34 conv/pointwise_tiled_chain arch-a PASS PASS 0.642 s 0.01 MiB 0.04 MiB 20 80 0.04 ms 153.90 mW 6443957.20 pJ 0.620 s 0.06 MiB 0.08 MiB 22 80 16400.00 samples/s 0.06 ms 186.69 mW 12410041.37 pJ/it
35 conv/real_asymmetric_padding arch-a PASS PASS 0.057 s 0.01 MiB 0.03 MiB 29 28 0.01 ms 153.67 mW 2221606.72 pJ 0.055 s 0.01 MiB 0.03 MiB 31 28 105000.00 samples/s 0.01 ms 204.35 mW 2058223.49 pJ/it
36 conv/relu_conv_store arch-a PASS PASS 0.085 s 0.16 MiB 0.67 MiB 168 184 0.56 ms 183.08 mW 103057723.80 pJ 0.209 s 0.37 MiB 0.58 MiB 60 58 1500.00 samples/s 0.67 ms 146.73 mW 101291048.70 pJ/it
37 conv/same_lower_3x3 arch-a PASS PASS 0.060 s 0.01 MiB 0.02 MiB 26 25 0.01 ms 166.15 mW 2215009.00 pJ 0.054 s 0.01 MiB 0.03 MiB 28 25 119000.00 samples/s 0.01 ms 204.48 mW 1837219.40 pJ/it
38 conv/same_padding_3x3 arch-a PASS PASS 0.058 s 0.01 MiB 0.02 MiB 26 25 0.01 ms 166.15 mW 2215009.00 pJ 0.056 s 0.01 MiB 0.03 MiB 28 25 119000.00 samples/s 0.01 ms 204.48 mW 1837219.40 pJ/it
39 conv/strategy_depthwise_16 arch-a PASS PASS 0.093 s 0.06 MiB 0.35 MiB 168 168 0.34 ms 197.94 mW 66331479.08 pJ 0.257 s 0.20 MiB 0.17 MiB 45 84 2650.00 samples/s 0.38 ms 153.71 mW 60322816.49 pJ/it
40 conv/strategy_input_k_tiled arch-a PASS PASS 0.082 s 0.08 MiB 0.27 MiB 109 108 0.35 ms 170.81 mW 60422605.92 pJ 0.100 s 0.22 MiB 0.28 MiB 45 90 4250.00 samples/s 0.24 ms 143.52 mW 36750587.75 pJ/it
41 conv/strategy_output_channel_tiled arch-a PASS PASS 0.073 s 0.03 MiB 0.16 MiB 74 72 0.09 ms 155.74 mW 14244739.28 pJ 0.110 s 0.13 MiB 0.22 MiB 81 72 9220.00 samples/s 0.11 ms 145.73 mW 18577796.14 pJ/it
42 conv/strategy_streamed_packed arch-a PASS PASS 0.155 s 3.34 MiB 7.89 MiB 168 168 9.35 ms 179.86 mW 1682364509.56 pJ 0.357 s 5.32 MiB 7.79 MiB 43 42 113.00 samples/s 8.87 ms 61.68 mW 558465684.90 pJ/it
43 conv/strategy_streamed_patch arch-a PASS PASS 0.115 s 0.34 MiB 1.32 MiB 168 168 1.90 ms 181.91 mW 346476645.64 pJ 0.299 s 0.82 MiB 1.21 MiB 43 42 501.00 samples/s 1.99 ms 62.44 mW 125148059.00 pJ/it
44 conv/strategy_tiled_2d arch-a PASS PASS 0.111 s 0.11 MiB 0.44 MiB 168 168 0.42 ms 182.13 mW 75690907.84 pJ 0.219 s 0.36 MiB 0.46 MiB 47 144 4070.00 samples/s 0.25 ms 155.26 mW 43400768.51 pJ/it
45 conv/stride_2 arch-a PASS PASS 0.056 s 0.01 MiB 0.00 MiB 5 4 0.01 ms 110.78 mW 580154.96 pJ 0.043 s 0.01 MiB 0.00 MiB 7 4 476000.00 samples/s 0.00 ms 175.93 mW 424103.12 pJ/it
46 conv/with_bias_3x3 arch-a PASS PASS 0.059 s 0.00 MiB 0.01 MiB 4 3 0.01 ms 104.16 mW 776220.72 pJ 0.046 s 0.00 MiB 0.01 MiB 4 3 133000.00 samples/s 0.01 ms 53.85 mW 416288.72 pJ/it
47 conv/with_constant arch-a PASS PASS 0.054 s 0.00 MiB 0.00 MiB 1 1 0.01 ms 81.74 mW 541270.24 pJ 0.043 s 0.00 MiB 0.00 MiB 4 1 231000.00 samples/s 0.00 ms 133.09 mW 655848.91 pJ/it
48 conv/without_kernel_shape_attr arch-a PASS PASS 0.053 s 0.01 MiB 0.01 MiB 10 9 0.01 ms 123.80 mW 889640.16 pJ 0.047 s 0.01 MiB 0.01 MiB 12 9 271000.00 samples/s 0.00 ms 195.49 mW 787478.85 pJ/it
49 conv/yolo11n_depthwise_head arch-a PASS PASS 1.709 s 8.66 MiB 34.24 MiB 168 255 42.70 ms 200.52 mW 8562452412.00 pJ 2.373 s 27.15 MiB 20.31 MiB 87 214 20.60 samples/s 48.55 ms 157.12 mW 8007922821.00 pJ/it
50 conv/yolo11n_heavy arch-a PASS PASS 0.519 s 4.82 MiB 19.10 MiB 161 800 8.53 ms 350.87 mW 2994683017.00 pJ 1.007 s 11.06 MiB 13.87 MiB 85 420 79.10 samples/s 12.64 ms 218.17 mW 2857451109.00 pJ/it
51 conv/yolo11n_stem arch-a PASS PASS 0.893 s 12.86 MiB 37.59 MiB 168 488 14.24 ms 301.23 mW 4289558246.00 pJ 1.374 s 25.19 MiB 21.24 MiB 85 126 44.60 samples/s 22.42 ms 176.88 mW 4028789243.00 pJ/it
52 div/after_gemm arch-a PASS PASS 0.053 s 0.01 MiB 0.01 MiB 5 4 0.01 ms 104.70 mW 815012.96 pJ 0.045 s 0.01 MiB 0.01 MiB 6 4 218000.00 samples/s 0.00 ms 107.94 mW 570766.12 pJ/it
53 div/basic arch-a PASS PASS 0.051 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.036 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it
54 div/channel_broadcast_1024 arch-a PASS PASS 0.049 s 0.02 MiB 0.01 MiB 1 0 0.01 ms 78.12 mW 540030.00 pJ 0.039 s 0.02 MiB 0.01 MiB 1 0 145000.00 samples/s 0.01 ms 2.11 mW 13388.67 pJ/it
55 div/leading_dimension_broadcast arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.040 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it
56 div/runtime_scalar_rhs arch-a PASS PASS 0.053 s 0.02 MiB 0.01 MiB 1 0 0.01 ms 78.12 mW 540030.00 pJ 0.040 s 0.02 MiB 0.01 MiB 1 0 145000.00 samples/s 0.01 ms 2.11 mW 13388.67 pJ/it
57 div/scalar_constant arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.036 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it
58 gather/3d_input_axis1 arch-a PASS PASS 0.049 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.08 mW 45990.00 pJ 0.038 s 0.00 MiB 0.00 MiB 1 0 1700000.00 samples/s 0.00 ms 2.08 mW 1174.67 pJ/it
59 gather/axis0_matrix_indices arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.07 mW 54414.00 pJ 0.039 s 0.00 MiB 0.00 MiB 1 0 1440000.00 samples/s 0.00 ms 2.07 mW 1390.67 pJ/it
60 gather/axis1 arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.06 mW 62526.00 pJ 0.036 s 0.00 MiB 0.00 MiB 1 0 1250000.00 samples/s 0.00 ms 2.06 mW 1598.67 pJ/it
61 gather/negative_axis arch-a PASS PASS 0.049 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.03 mW 112134.00 pJ 0.039 s 0.00 MiB 0.00 MiB 1 0 697000.00 samples/s 0.00 ms 2.03 mW 2870.67 pJ/it
62 gather/negative_indices arch-a PASS PASS 0.049 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.13 mW 29376.00 pJ 0.041 s 0.00 MiB 0.00 MiB 1 0 2670000.00 samples/s 0.00 ms 2.12 mW 748.67 pJ/it
63 gemm/alpha_beta arch-a PASS PASS 0.056 s 0.01 MiB 0.01 MiB 5 4 0.01 ms 105.27 mW 784908.96 pJ 0.050 s 0.01 MiB 0.01 MiB 6 4 212000.00 samples/s 0.00 ms 107.78 mW 574589.95 pJ/it
64 gemm/bias_rank2_broadcast arch-a PASS PASS 0.056 s 0.00 MiB 0.01 MiB 5 4 0.01 ms 105.98 mW 749484.96 pJ 0.043 s 0.01 MiB 0.01 MiB 6 4 229000.00 samples/s 0.00 ms 109.50 mW 540708.12 pJ/it
65 gemm/dynamic arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 5 0 0.00 ms 91.48 mW 221475.00 pJ 0.044 s 0.00 MiB 0.00 MiB 5 0 489000.00 samples/s 0.00 ms 44.34 mW 93754.67 pJ/it
66 gemm/dynamic_alpha arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 5 0 0.00 ms 91.42 mW 298198.00 pJ 0.041 s 0.00 MiB 0.00 MiB 5 0 464000.00 samples/s 0.00 ms 44.39 mW 105291.67 pJ/it
67 gemm/dynamic_beta arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 5 0 0.00 ms 91.32 mW 397230.00 pJ 0.042 s 0.00 MiB 0.00 MiB 5 0 247000.00 samples/s 0.00 ms 20.21 mW 81901.75 pJ/it
68 gemm/dynamic_bias arch-a PASS PASS 0.057 s 0.00 MiB 0.00 MiB 5 0 0.00 ms 91.45 mW 243703.00 pJ 0.046 s 0.00 MiB 0.00 MiB 5 0 422000.00 samples/s 0.00 ms 20.28 mW 48009.75 pJ/it
69 gemm/dynamic_bias_alpha_beta arch-a PASS PASS 0.054 s 0.00 MiB 0.00 MiB 5 0 0.01 ms 91.28 mW 513811.00 pJ 0.043 s 0.00 MiB 0.00 MiB 5 0 188000.00 samples/s 0.01 ms 20.20 mW 107673.75 pJ/it
70 gemm/dynamic_transpose_b arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 5 0 0.00 ms 91.38 mW 118883.00 pJ 0.040 s 0.00 MiB 0.00 MiB 5 0 803000.00 samples/s 0.00 ms 44.55 mW 58232.00 pJ/it
71 gemm/huge_1024 arch-a PASS PASS 0.149 s 0.01 MiB 0.10 MiB 73 64 0.02 ms 215.07 mW 3767010.36 pJ 0.160 s 0.05 MiB 0.09 MiB 51 64 26400.00 samples/s 0.04 ms 135.13 mW 5670462.59 pJ/it
72 gemm/large arch-a PASS PASS 0.058 s 0.02 MiB 0.03 MiB 17 16 0.01 ms 140.15 mW 1573768.84 pJ 0.050 s 0.03 MiB 0.03 MiB 17 16 78500.00 samples/s 0.01 ms 79.60 mW 1008067.12 pJ/it
73 gemm/large_k_small_n arch-a PASS PASS 0.088 s 0.01 MiB 0.01 MiB 9 8 0.00 ms 133.53 mW 633217.92 pJ 0.082 s 0.01 MiB 0.01 MiB 9 8 182000.00 samples/s 0.01 ms 84.31 mW 476982.66 pJ/it
74 gemm/non_square arch-a PASS PASS 0.059 s 0.00 MiB 0.01 MiB 5 4 0.00 ms 118.96 mW 419565.96 pJ 0.043 s 0.01 MiB 0.01 MiB 5 4 242000.00 samples/s 0.00 ms 71.16 mW 302182.45 pJ/it
75 gemm/scalar_bias arch-a PASS PASS 0.055 s 0.00 MiB 0.01 MiB 5 4 0.01 ms 105.98 mW 749484.96 pJ 0.045 s 0.01 MiB 0.01 MiB 6 4 229000.00 samples/s 0.00 ms 109.50 mW 540708.12 pJ/it
76 gemm/small arch-a PASS PASS 0.055 s 0.00 MiB 0.00 MiB 2 2 0.00 ms 90.14 mW 398436.48 pJ 0.043 s 0.00 MiB 0.00 MiB 4 2 376000.00 samples/s 0.00 ms 105.00 mW 297577.19 pJ/it
77 gemm/small_k_large_n arch-a PASS PASS 0.090 s 0.01 MiB 0.02 MiB 17 8 0.01 ms 131.01 mW 1043061.92 pJ 0.082 s 0.02 MiB 0.02 MiB 18 8 92700.00 samples/s 0.01 ms 152.38 mW 1742739.72 pJ/it
78 gemm/square_weights arch-a PASS PASS 0.073 s 0.03 MiB 0.08 MiB 42 40 0.02 ms 151.77 mW 3284393.60 pJ 0.075 s 0.07 MiB 0.09 MiB 44 40 25700.00 samples/s 0.04 ms 155.80 mW 6344327.95 pJ/it
79 gemm/transpose_a arch-a PASS PASS 0.056 s 0.00 MiB 0.01 MiB 5 4 0.01 ms 109.14 mW 628868.96 pJ 0.047 s 0.01 MiB 0.01 MiB 6 4 290000.00 samples/s 0.00 ms 115.23 mW 456854.62 pJ/it
80 gemm/transpose_a_and_b arch-a PASS PASS 0.054 s 0.00 MiB 0.01 MiB 5 4 0.01 ms 109.14 mW 628868.96 pJ 0.044 s 0.01 MiB 0.01 MiB 6 4 290000.00 samples/s 0.00 ms 115.23 mW 456854.62 pJ/it
81 gemm/transpose_b arch-a PASS PASS 0.056 s 0.00 MiB 0.01 MiB 5 4 0.00 ms 118.96 mW 419565.96 pJ 0.045 s 0.01 MiB 0.01 MiB 5 4 242000.00 samples/s 0.00 ms 71.16 mW 302182.45 pJ/it
82 gemm/transpose_b_with_bias arch-a PASS PASS 0.057 s 0.01 MiB 0.01 MiB 5 4 0.01 ms 110.55 mW 557818.96 pJ 0.046 s 0.01 MiB 0.01 MiB 5 4 218000.00 samples/s 0.00 ms 67.31 mW 333372.79 pJ/it
83 gemm/with_bias arch-a PASS PASS 0.057 s 0.01 MiB 0.01 MiB 5 4 0.01 ms 108.77 mW 604966.96 pJ 0.043 s 0.01 MiB 0.01 MiB 5 4 203000.00 samples/s 0.00 ms 66.54 mW 341027.79 pJ/it
84 gemv/all_constant arch-a PASS PASS 0.053 s 0.00 MiB 0.00 MiB 0 0 0.00 ms 2.00 mW 0.00 pJ 0.039 s 0.00 MiB 0.00 MiB 0 0 0.00 samples/s 0.00 ms 2.00 mW 0.00 pJ/it
85 gemv/constant_weight arch-a PASS PASS 0.065 s 0.00 MiB 0.01 MiB 6 4 0.01 ms 111.15 mW 573535.96 pJ 0.051 s 0.01 MiB 0.01 MiB 8 4 263000.00 samples/s 0.00 ms 154.40 mW 641346.96 pJ/it
86 gemv/non_uniform_bias arch-a PASS PASS 0.062 s 0.00 MiB 0.01 MiB 6 4 0.01 ms 109.81 mW 609463.96 pJ 0.051 s 0.01 MiB 0.01 MiB 8 4 243000.00 samples/s 0.00 ms 152.55 mW 697203.20 pJ/it
87 gemv/scalar_bias arch-a PASS PASS 0.061 s 0.00 MiB 0.01 MiB 6 4 0.01 ms 109.81 mW 609463.96 pJ 0.052 s 0.01 MiB 0.01 MiB 8 4 243000.00 samples/s 0.00 ms 152.55 mW 697203.20 pJ/it
88 gemv/uniform_bias arch-a PASS PASS 0.066 s 0.00 MiB 0.01 MiB 6 4 0.01 ms 109.81 mW 609463.96 pJ 0.049 s 0.01 MiB 0.01 MiB 8 4 243000.00 samples/s 0.00 ms 152.55 mW 697203.20 pJ/it
89 matmul/basic arch-a PASS PASS 0.054 s 0.00 MiB 0.00 MiB 2 2 0.00 ms 90.14 mW 398436.48 pJ 0.040 s 0.00 MiB 0.00 MiB 4 2 376000.00 samples/s 0.00 ms 105.00 mW 297577.19 pJ/it
90 matmul/batched_3d arch-a PASS PASS 0.059 s 0.00 MiB 0.01 MiB 5 4 0.01 ms 108.59 mW 646972.96 pJ 0.048 s 0.01 MiB 0.01 MiB 6 4 275000.00 samples/s 0.00 ms 114.15 mW 469999.95 pJ/it
91 matmul/batched_3d_dynamic arch-a PASS PASS 0.057 s 0.00 MiB 0.00 MiB 4 0 0.00 ms 92.19 mW 167975.00 pJ 0.041 s 0.00 MiB 0.00 MiB 5 0 758000.00 samples/s 0.00 ms 18.49 mW 24624.50 pJ/it
92 matmul/batched_left_constant arch-a PASS PASS 0.057 s 0.00 MiB 0.02 MiB 9 8 0.01 ms 114.39 mW 1009105.92 pJ 0.059 s 0.01 MiB 0.02 MiB 11 8 149000.00 samples/s 0.01 ms 159.00 mW 1186296.28 pJ/it
93 matmul/batched_lhs_broadcast arch-a PASS PASS 0.057 s 0.00 MiB 0.01 MiB 5 4 0.01 ms 109.39 mW 621440.96 pJ 0.042 s 0.01 MiB 0.01 MiB 6 4 276000.00 samples/s 0.00 ms 114.66 mW 463736.29 pJ/it
94 matmul/batched_rhs_broadcast arch-a PASS PASS 0.058 s 0.00 MiB 0.01 MiB 5 4 0.01 ms 108.59 mW 646972.96 pJ 0.043 s 0.01 MiB 0.01 MiB 6 4 275000.00 samples/s 0.00 ms 114.15 mW 469999.95 pJ/it
95 matmul/dynamic arch-a PASS PASS 0.056 s 0.00 MiB 0.00 MiB 5 0 0.00 ms 91.42 mW 148195.00 pJ 0.041 s 0.00 MiB 0.00 MiB 5 0 660000.00 samples/s 0.00 ms 44.46 mW 70471.33 pJ/it
96 matmul/huge_1024 arch-a PASS PASS 0.146 s 0.01 MiB 0.10 MiB 73 64 0.02 ms 215.07 mW 3767010.36 pJ 0.162 s 0.05 MiB 0.09 MiB 51 64 26400.00 samples/s 0.04 ms 135.13 mW 5670462.59 pJ/it
97 matmul/left_constant arch-a PASS PASS 0.055 s 0.00 MiB 0.01 MiB 5 4 0.01 ms 108.86 mW 637168.96 pJ 0.045 s 0.01 MiB 0.01 MiB 6 4 297000.00 samples/s 0.00 ms 115.66 mW 451626.62 pJ/it
98 matmul/matrix_vector arch-a PASS PASS 0.098 s 0.52 MiB 0.78 MiB 168 173 0.38 ms 202.13 mW 77751476.88 pJ 0.289 s 1.04 MiB 0.84 MiB 44 171 2150.00 samples/s 0.46 ms 119.16 mW 65096859.53 pJ/it
99 matmul/vector_matrix arch-a PASS PASS 0.089 s 0.01 MiB 0.01 MiB 9 8 0.01 ms 118.70 mW 878749.92 pJ 0.083 s 0.02 MiB 0.02 MiB 10 8 140000.00 samples/s 0.01 ms 115.31 mW 910373.16 pJ/it
100 matmul/yolo_attention arch-a PASS PASS 0.474 s 1.02 MiB 43.44 MiB 168 0 8.15 ms 170.00 mW 1385775865.00 pJ 0.645 s 5.57 MiB 42.54 MiB 75 0 145.00 samples/s 6.89 ms 119.04 mW 932561637.00 pJ/it
101 mul/after_conv arch-a PASS PASS 0.059 s 0.00 MiB 0.00 MiB 4 3 0.01 ms 107.64 mW 586955.72 pJ 0.050 s 0.00 MiB 0.00 MiB 4 3 194000.00 samples/s 0.01 ms 58.31 mW 304072.05 pJ/it
102 mul/after_conv_scalar_constant arch-a PASS PASS 0.056 s 0.00 MiB 0.00 MiB 4 3 0.01 ms 107.64 mW 586955.72 pJ 0.046 s 0.00 MiB 0.00 MiB 4 3 194000.00 samples/s 0.01 ms 58.31 mW 304072.05 pJ/it
103 mul/basic arch-a PASS PASS 0.051 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.040 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it
104 mul/channel_broadcast_1024 arch-a PASS PASS 0.050 s 0.02 MiB 0.01 MiB 1 0 0.01 ms 78.12 mW 540030.00 pJ 0.038 s 0.02 MiB 0.01 MiB 1 0 145000.00 samples/s 0.01 ms 2.11 mW 13388.67 pJ/it
105 mul/leading_dimension_broadcast arch-a PASS PASS 0.057 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.038 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it
106 mul/scalar_constant arch-a PASS PASS 0.048 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.034 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it
107 pool/avg_basic arch-a PASS PASS 0.051 s 0.00 MiB 0.00 MiB 1 0 0.01 ms 78.02 mW 929400.00 pJ 0.038 s 0.00 MiB 0.00 MiB 1 0 84200.00 samples/s 0.01 ms 2.02 mW 24013.00 pJ/it
108 pool/avg_ceil_mode arch-a PASS PASS 0.055 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.03 mW 339210.00 pJ 0.044 s 0.00 MiB 0.00 MiB 1 0 230000.00 samples/s 0.00 ms 2.03 mW 8786.67 pJ/it
109 pool/avg_explicit_padding arch-a PASS PASS 0.055 s 0.00 MiB 0.00 MiB 1 0 0.01 ms 78.03 mW 685860.00 pJ 0.039 s 0.00 MiB 0.00 MiB 1 0 114000.00 samples/s 0.01 ms 2.03 mW 17745.00 pJ/it
110 pool/avg_include_pad arch-a PASS PASS 0.054 s 0.00 MiB 0.00 MiB 1 0 0.01 ms 78.02 mW 661116.00 pJ 0.041 s 0.00 MiB 0.00 MiB 1 0 118000.00 samples/s 0.01 ms 2.02 mW 17017.00 pJ/it
111 pool/avg_large_channels arch-a PASS PASS 0.059 s 0.04 MiB 0.02 MiB 1 0 0.24 ms 78.00 mW 18397284.00 pJ 0.046 s 0.04 MiB 0.02 MiB 1 0 4250.00 samples/s 0.24 ms 2.00 mW 471380.00 pJ/it
112 pool/avg_non_uniform_stride arch-a PASS PASS 0.055 s 0.00 MiB 0.00 MiB 1 0 0.01 ms 78.02 mW 1129134.00 pJ 0.039 s 0.00 MiB 0.00 MiB 1 0 69300.00 samples/s 0.01 ms 2.02 mW 29111.00 pJ/it
113 pool/avg_real_asymmetric_padding arch-a PASS PASS 0.054 s 0.00 MiB 0.00 MiB 1 0 0.03 ms 78.02 mW 1959204.00 pJ 0.041 s 0.00 MiB 0.00 MiB 1 0 39900.00 samples/s 0.03 ms 2.02 mW 50769.00 pJ/it
114 pool/max_after_conv arch-a PASS PASS 0.063 s 0.00 MiB 0.00 MiB 5 4 0.01 ms 99.12 mW 1209961.96 pJ 0.051 s 0.00 MiB 0.00 MiB 5 4 140000.00 samples/s 0.01 ms 58.47 mW 468396.45 pJ/it
115 pool/max_basic arch-a PASS PASS 0.051 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.06 mW 324744.00 pJ 0.039 s 0.00 MiB 0.00 MiB 1 0 241000.00 samples/s 0.00 ms 2.06 mW 8532.67 pJ/it
116 pool/max_ceil_mode arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.07 mW 151464.00 pJ 0.035 s 0.00 MiB 0.00 MiB 1 0 516000.00 samples/s 0.00 ms 2.07 mW 3972.67 pJ/it
117 pool/max_global_style_kernel_equals_input arch-a PASS PASS 0.055 s 0.00 MiB 0.00 MiB 1 0 0.01 ms 78.01 mW 657534.00 pJ 0.042 s 0.00 MiB 0.00 MiB 1 0 119000.00 samples/s 0.01 ms 2.01 mW 16843.00 pJ/it
118 pool/max_non_square_kernel arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 1 0 0.01 ms 78.02 mW 1060572.00 pJ 0.047 s 0.00 MiB 0.00 MiB 1 0 73700.00 samples/s 0.01 ms 2.02 mW 27353.00 pJ/it
119 pool/max_real_asymmetric_padding arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 1 0 0.01 ms 78.03 mW 814992.00 pJ 0.040 s 0.00 MiB 0.00 MiB 1 0 96100.00 samples/s 0.01 ms 2.03 mW 21173.00 pJ/it
120 pool/max_same_upper arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 1 0 0.01 ms 78.04 mW 625068.00 pJ 0.042 s 0.00 MiB 0.00 MiB 1 0 125000.00 samples/s 0.01 ms 2.04 mW 16233.00 pJ/it
121 pool/max_stride2_multichannel arch-a PASS PASS 0.051 s 0.00 MiB 0.00 MiB 1 0 0.02 ms 78.02 mW 1245870.00 pJ 0.036 s 0.00 MiB 0.00 MiB 1 0 62800.00 samples/s 0.02 ms 2.02 mW 32117.00 pJ/it
122 reduce_mean/4d_spatial arch-a PASS PASS 0.054 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.02 mW 326814.00 pJ 0.044 s 0.00 MiB 0.00 MiB 1 0 239000.00 samples/s 0.00 ms 2.02 mW 8390.67 pJ/it
123 reduce_mean/4d_spatial_keepdims_0 arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 4 0 0.00 ms 94.35 mW 61801.00 pJ 0.041 s 0.00 MiB 0.00 MiB 4 0 1470000.00 samples/s 0.00 ms 44.66 mW 31425.33 pJ/it
124 reduce_mean/after_conv arch-a PASS PASS 0.062 s 0.00 MiB 0.00 MiB 4 3 0.01 ms 100.79 mW 1119699.72 pJ 0.057 s 0.00 MiB 0.00 MiB 4 3 125000.00 samples/s 0.01 ms 54.14 mW 474782.17 pJ/it
125 reduce_mean/all_axes_keepdims_0 arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 2 0 0.00 ms 79.24 mW 30982.00 pJ 0.038 s 0.00 MiB 0.00 MiB 2 0 2720000.00 samples/s 0.00 ms 44.37 mW 16707.00 pJ/it
126 reduce_mean/all_axes_keepdims_1 arch-a PASS PASS 0.049 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 17286.00 pJ 0.039 s 0.00 MiB 0.00 MiB 1 0 4570000.00 samples/s 0.00 ms 2.22 mW 437.33 pJ/it
127 reduce_mean/basic arch-a PASS PASS 0.054 s 0.00 MiB 0.00 MiB 4 0 0.00 ms 93.51 mW 34881.00 pJ 0.042 s 0.00 MiB 0.00 MiB 4 0 2600000.00 samples/s 0.00 ms 5.85 mW 2235.67 pJ/it
128 reduce_mean/channel_axis_nchw arch-a PASS PASS 0.054 s 0.03 MiB 0.02 MiB 4 0 0.16 ms 93.60 mW 15436518.00 pJ 0.040 s 0.03 MiB 0.08 MiB 4 0 12900.00 samples/s 0.08 ms 5.00 mW 388853.50 pJ/it
129 reduce_mean/keepdims_0 arch-a PASS PASS 0.053 s 0.00 MiB 0.00 MiB 5 0 0.00 ms 91.40 mW 68368.00 pJ 0.043 s 0.00 MiB 0.00 MiB 5 0 1300000.00 samples/s 0.00 ms 44.76 mW 36032.00 pJ/it
130 reduce_mean/large_dimension_1024 arch-a PASS PASS 0.048 s 0.01 MiB 0.00 MiB 1 0 0.00 ms 78.02 mW 217278.00 pJ 0.040 s 0.01 MiB 0.00 MiB 1 0 359000.00 samples/s 0.00 ms 2.02 mW 5274.00 pJ/it
131 reduce_mean/legacy_axes_1_2_keepdims_1 arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 2 0 0.00 ms 79.35 mW 21505.00 pJ 0.042 s 0.00 MiB 0.00 MiB 2 0 3620000.00 samples/s 0.00 ms 3.45 mW 898.00 pJ/it
132 reduce_mean/legacy_axis1_keepdims_0 arch-a PASS PASS 0.056 s 0.00 MiB 0.00 MiB 9 0 0.00 ms 92.50 mW 183708.00 pJ 0.042 s 0.00 MiB 0.00 MiB 9 0 654000.00 samples/s 0.00 ms 45.89 mW 72573.50 pJ/it
133 reduce_mean/legacy_axis1_keepdims_1 arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 8 0 0.00 ms 94.56 mW 129830.00 pJ 0.049 s 0.00 MiB 0.00 MiB 8 0 1340000.00 samples/s 0.00 ms 10.15 mW 7594.50 pJ/it
134 reduce_mean/legacy_empty_axes_noop arch-a PASS PASS 0.049 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 17286.00 pJ 0.037 s 0.00 MiB 0.00 MiB 1 0 4570000.00 samples/s 0.00 ms 2.22 mW 437.33 pJ/it
135 reduce_mean/legacy_nchw_spatial arch-a PASS PASS 0.055 s 0.00 MiB 0.00 MiB 1 0 0.01 ms 78.01 mW 498648.00 pJ 0.044 s 0.00 MiB 0.00 MiB 1 0 156000.00 samples/s 0.01 ms 2.01 mW 12796.67 pJ/it
136 reduce_mean/legacy_negative_axis arch-a PASS PASS 0.053 s 0.00 MiB 0.00 MiB 6 0 0.00 ms 93.52 mW 51717.00 pJ 0.041 s 0.00 MiB 0.00 MiB 6 0 1760000.00 samples/s 0.00 ms 8.07 mW 4588.50 pJ/it
137 reduce_mean/legacy_reduce_all_keepdims_1 arch-a PASS PASS 0.054 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 17286.00 pJ 0.038 s 0.00 MiB 0.00 MiB 1 0 4570000.00 samples/s 0.00 ms 2.22 mW 437.33 pJ/it
138 reduce_mean/negative_axis arch-a PASS PASS 0.051 s 0.00 MiB 0.00 MiB 6 0 0.00 ms 93.52 mW 51717.00 pJ 0.041 s 0.00 MiB 0.00 MiB 6 0 1760000.00 samples/s 0.00 ms 8.07 mW 4588.50 pJ/it
139 relu/4d arch-a PASS PASS 0.047 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.18 mW 40734.00 pJ 0.046 s 0.00 MiB 0.00 MiB 1 0 1930000.00 samples/s 0.00 ms 2.18 mW 1014.00 pJ/it
140 relu/after_conv arch-a PASS PASS 0.057 s 0.00 MiB 0.00 MiB 4 3 0.01 ms 107.89 mW 577437.72 pJ 0.048 s 0.00 MiB 0.00 MiB 4 3 191000.00 samples/s 0.01 ms 58.26 mW 304800.72 pJ/it
141 relu/after_gemm arch-a PASS PASS 0.054 s 0.01 MiB 0.01 MiB 5 4 0.01 ms 105.16 mW 790056.96 pJ 0.042 s 0.01 MiB 0.01 MiB 6 4 230000.00 samples/s 0.00 ms 109.21 mW 545663.29 pJ/it
142 relu/basic arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 17286.00 pJ 0.036 s 0.00 MiB 0.00 MiB 1 0 4570000.00 samples/s 0.00 ms 2.22 mW 437.33 pJ/it
143 reshape/4d_to_2d_flatten arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.28 mW 20196.00 pJ 0.039 s 0.00 MiB 0.00 MiB 1 0 3910000.00 samples/s 0.00 ms 2.28 mW 488.00 pJ/it
144 reshape/infer_dim_minus_one arch-a PASS PASS 0.051 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.30 mW 12684.00 pJ 0.036 s 0.00 MiB 0.00 MiB 1 0 6250000.00 samples/s 0.00 ms 2.30 mW 308.00 pJ/it
145 reshape/same_rank arch-a PASS PASS 0.048 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.30 mW 12684.00 pJ 0.036 s 0.00 MiB 0.00 MiB 1 0 6250000.00 samples/s 0.00 ms 2.30 mW 308.00 pJ/it
146 reshape/zero_copies_input_dim arch-a PASS PASS 0.054 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.30 mW 12684.00 pJ 0.034 s 0.00 MiB 0.00 MiB 1 0 6250000.00 samples/s 0.00 ms 2.30 mW 308.00 pJ/it
147 resize/height_only arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 4 0 0.00 ms 93.55 mW 64833.00 pJ 0.038 s 0.00 MiB 0.00 MiB 4 0 1880000.00 samples/s 0.00 ms 5.60 mW 2986.00 pJ/it
148 resize/nearest_2x arch-a PASS PASS 0.051 s 0.00 MiB 0.00 MiB 4 0 0.00 ms 93.57 mW 109761.00 pJ 0.038 s 0.00 MiB 0.00 MiB 4 0 1450000.00 samples/s 0.00 ms 5.46 mW 3776.00 pJ/it
149 resize/nearest_downsample arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 2 0 0.00 ms 79.45 mW 33925.00 pJ 0.039 s 0.00 MiB 0.00 MiB 2 0 2330000.00 samples/s 0.00 ms 3.28 mW 1360.50 pJ/it
150 resize/non_uniform_scales arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 6 0 0.00 ms 93.58 mW 164037.00 pJ 0.042 s 0.00 MiB 0.00 MiB 6 0 1250000.00 samples/s 0.00 ms 7.76 mW 6207.25 pJ/it
151 resize/width_only arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 2 0 0.00 ms 79.50 mW 53029.00 pJ 0.037 s 0.00 MiB 0.00 MiB 2 0 1700000.00 samples/s 0.00 ms 3.20 mW 1833.50 pJ/it
152 resize/with_sizes arch-a PASS PASS 0.051 s 0.00 MiB 0.00 MiB 3 0 0.00 ms 92.54 mW 73756.00 pJ 0.039 s 0.00 MiB 0.00 MiB 3 0 1700000.00 samples/s 0.00 ms 4.39 mW 2586.75 pJ/it
153 sigmoid/4d arch-a PASS PASS 0.049 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.18 mW 40734.00 pJ 0.035 s 0.00 MiB 0.00 MiB 1 0 1930000.00 samples/s 0.00 ms 2.18 mW 1014.00 pJ/it
154 sigmoid/after_gemm arch-a PASS PASS 0.054 s 0.01 MiB 0.01 MiB 5 4 0.01 ms 105.16 mW 790056.96 pJ 0.043 s 0.01 MiB 0.01 MiB 6 4 230000.00 samples/s 0.00 ms 109.21 mW 545663.29 pJ/it
155 sigmoid/basic arch-a PASS PASS 0.048 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 17286.00 pJ 0.036 s 0.00 MiB 0.00 MiB 1 0 4570000.00 samples/s 0.00 ms 2.22 mW 437.33 pJ/it
156 slice/2d_basic arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.30 mW 18948.00 pJ 0.038 s 0.00 MiB 0.00 MiB 1 0 4170000.00 samples/s 0.00 ms 2.30 mW 491.67 pJ/it
157 slice/after_conv arch-a PASS PASS 0.057 s 0.00 MiB 0.01 MiB 7 6 0.01 ms 118.19 mW 1335082.88 pJ 0.053 s 0.00 MiB 0.01 MiB 7 6 106000.00 samples/s 0.01 ms 73.96 mW 732218.55 pJ/it
158 slice/default_axes arch-a PASS PASS 0.047 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.30 mW 18948.00 pJ 0.035 s 0.00 MiB 0.00 MiB 1 0 4170000.00 samples/s 0.00 ms 2.30 mW 491.67 pJ/it
159 slice/large_channel_1024 arch-a PASS PASS 0.049 s 0.01 MiB 0.00 MiB 1 0 0.00 ms 78.14 mW 221304.00 pJ 0.036 s 0.01 MiB 0.00 MiB 1 0 353000.00 samples/s 0.00 ms 2.14 mW 5058.00 pJ/it
160 slice/nchw_spatial_crop arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.24 mW 101868.00 pJ 0.042 s 0.00 MiB 0.00 MiB 1 0 769000.00 samples/s 0.00 ms 2.24 mW 2851.67 pJ/it
161 slice/negative_axis arch-a PASS PASS 0.048 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.30 mW 44004.00 pJ 0.037 s 0.00 MiB 0.00 MiB 1 0 1790000.00 samples/s 0.00 ms 2.30 mW 1227.67 pJ/it
162 slice/negative_indices arch-a PASS PASS 0.052 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.30 mW 25212.00 pJ 0.037 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.30 mW 675.67 pJ/it
163 slice/step2 arch-a PASS PASS 0.053 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.29 mW 159876.00 pJ 0.042 s 0.00 MiB 0.00 MiB 1 0 490000.00 samples/s 0.00 ms 2.29 mW 4619.67 pJ/it
164 softmax/3d_last_axis arch-a PASS PASS 0.048 s 0.00 MiB 0.00 MiB 1 0 UNSUPPORTED UNSUPPORTED UNSUPPORTED 0.035 s 0.00 MiB 0.00 MiB 1 0 UNSUPPORTED UNSUPPORTED UNSUPPORTED UNSUPPORTED
165 softmax/basic arch-a PASS PASS 0.048 s 0.00 MiB 0.00 MiB 1 0 UNSUPPORTED UNSUPPORTED UNSUPPORTED 0.036 s 0.00 MiB 0.00 MiB 1 0 UNSUPPORTED UNSUPPORTED UNSUPPORTED UNSUPPORTED
166 softmax/channel_axis arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 1 0 UNSUPPORTED UNSUPPORTED UNSUPPORTED 0.040 s 0.00 MiB 0.00 MiB 3 0 UNSUPPORTED UNSUPPORTED UNSUPPORTED UNSUPPORTED
167 softmax/large_dimension_1024 arch-a PASS PASS 0.049 s 0.01 MiB 0.01 MiB 1 0 UNSUPPORTED UNSUPPORTED UNSUPPORTED 0.036 s 0.01 MiB 0.01 MiB 1 0 UNSUPPORTED UNSUPPORTED UNSUPPORTED UNSUPPORTED
168 softmax/negative_axis arch-a PASS PASS 0.048 s 0.00 MiB 0.00 MiB 1 0 UNSUPPORTED UNSUPPORTED UNSUPPORTED 0.036 s 0.00 MiB 0.00 MiB 1 0 UNSUPPORTED UNSUPPORTED UNSUPPORTED UNSUPPORTED
169 split/basic arch-a PASS PASS 0.051 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.30 mW 31554.00 pJ 0.037 s 0.00 MiB 0.00 MiB 1 0 2490000.00 samples/s 0.00 ms 2.30 mW 861.67 pJ/it
170 split/equal_three_way arch-a PASS PASS 0.049 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.30 mW 44160.00 pJ 0.035 s 0.00 MiB 0.00 MiB 1 0 1780000.00 samples/s 0.00 ms 2.30 mW 1231.67 pJ/it
171 split/negative_axis arch-a PASS PASS 0.053 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.29 mW 84786.00 pJ 0.039 s 0.00 MiB 0.00 MiB 1 0 925000.00 samples/s 0.00 ms 2.29 mW 2413.67 pJ/it
172 split/uneven_channel_axis_4d arch-a PASS PASS 0.049 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.30 mW 18948.00 pJ 0.046 s 0.00 MiB 0.00 MiB 1 0 4170000.00 samples/s 0.00 ms 2.30 mW 491.67 pJ/it
173 sub/after_gemm arch-a PASS PASS 0.056 s 0.01 MiB 0.01 MiB 5 4 0.01 ms 104.70 mW 815012.96 pJ 0.045 s 0.01 MiB 0.01 MiB 6 4 218000.00 samples/s 0.00 ms 107.94 mW 570766.12 pJ/it
174 sub/basic arch-a PASS PASS 0.046 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.037 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it
175 sub/broadcast_row arch-a PASS PASS 0.049 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.042 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it
176 sub/channel_broadcast_1024 arch-a PASS PASS 0.052 s 0.02 MiB 0.01 MiB 1 0 0.01 ms 78.12 mW 540030.00 pJ 0.037 s 0.02 MiB 0.01 MiB 1 0 145000.00 samples/s 0.01 ms 2.11 mW 13388.67 pJ/it
177 sub/constant_lhs_broadcast arch-a PASS PASS 0.049 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25188.00 pJ 0.034 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 656.67 pJ/it
178 sub/leading_dimension_broadcast arch-a PASS PASS 0.050 s 0.00 MiB 0.00 MiB 1 0 0.00 ms 78.22 mW 25266.00 pJ 0.038 s 0.00 MiB 0.00 MiB 1 0 3120000.00 samples/s 0.00 ms 2.23 mW 658.67 pJ/it