Files
Raptor/validation/operations/validation_results.csv
T
NiccoloN c55d9f3dad add throughput mode to validation scripts
make raptor also emit input sizes
2026-08-11 10:34:50 +02:00

30 KiB

1OperationArchResult (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)
2add/after_gemmarch-aPASSFAIL0.057 s0.01 MiB0.01 MiB540.01 ms104.70 mW815012.96 pJ0.055 s0.01 MiB0.01 MiB64277000.00 samples/s0.00 ms45.81 mW190085.16 pJ/it
3add/basicarch-aPASSPASS0.047 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.048 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
4add/broadcast_rowarch-aPASSPASS0.049 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.049 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
5add/channel_broadcast_1024arch-aPASSPASS0.048 s0.02 MiB0.01 MiB100.01 ms78.12 mW540030.00 pJ0.048 s0.02 MiB0.01 MiB10145000.00 samples/s0.01 ms2.11 mW13388.67 pJ/it
6add/leading_dimension_broadcastarch-aPASSPASS0.052 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.048 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
7concat/channel_axisarch-aPASSPASS0.053 s0.00 MiB0.00 MiB100.00 ms78.16 mW35718.00 pJ0.047 s0.00 MiB0.00 MiB102200000.00 samples/s0.00 ms2.16 mW934.67 pJ/it
8concat/negative_axisarch-aPASSPASS0.047 s0.00 MiB0.00 MiB100.00 ms78.09 mW81450.00 pJ0.049 s0.00 MiB0.00 MiB10961000.00 samples/s0.00 ms2.09 mW2108.00 pJ/it
9concat/three_inputs_channel_axisarch-aPASSPASS0.049 s0.00 MiB0.00 MiB100.00 ms78.15 mW50328.00 pJ0.045 s0.00 MiB0.00 MiB101560000.00 samples/s0.00 ms2.15 mW1332.67 pJ/it
10conv/batch_2arch-aPASSPASS0.058 s0.00 MiB0.00 MiB220.01 ms82.62 mW1131451.48 pJ0.057 s0.00 MiB0.01 MiB42168000.00 samples/s0.01 ms53.33 mW343254.69 pJ/it
11conv/batch_4_pointwisearch-aPASSFAIL0.055 s0.00 MiB0.01 MiB540.00 ms116.08 mW456420.96 pJ0.060 s0.00 MiB0.01 MiB54486000.00 samples/s0.00 ms70.89 mW160104.45 pJ/it
12conv/depthwise_1024_channelsarch-aPASSFAIL0.081 s0.19 MiB0.38 MiB1291280.22 ms178.45 mW39393966.72 pJ---------
13conv/depthwise_groupedarch-aPASSFAIL0.055 s0.01 MiB0.00 MiB540.01 ms107.78 mW671878.96 pJ---------
14conv/dilated_3x3arch-aPASSPASS0.060 s0.01 MiB0.01 MiB1090.01 ms118.77 mW1034819.16 pJ0.067 s0.01 MiB0.01 MiB129189000.00 samples/s0.01 ms75.03 mW435165.28 pJ/it
15conv/dynamicarch-aPASSFAIL0.056 s0.00 MiB0.00 MiB500.00 ms92.28 mW169336.00 pJ0.057 s0.00 MiB0.00 MiB60661000.00 samples/s0.00 ms18.68 mW30964.00 pJ/it
16conv/explicit_paddingarch-aPASSFAIL0.062 s0.01 MiB0.02 MiB17160.01 ms145.34 mW1454397.84 pJ---------
17conv/grouped_many_groupsarch-aPASSFAIL0.486 s0.05 MiB0.09 MiB65640.18 ms142.21 mW25867112.36 pJ0.500 s0.11 MiB0.79 MiB12764569.00 samples/s1.76 ms141.19 mW252570125.00 pJ/it
18conv/grouped_two_groupsarch-aPASSFAIL0.063 s0.00 MiB0.00 MiB320.01 ms101.46 mW543914.48 pJ0.061 s0.00 MiB0.01 MiB92327000.00 samples/s0.00 ms116.36 mW453237.70 pJ/it
19conv/huge_pointwise_1024arch-aPASSFAIL0.160 s0.01 MiB0.11 MiB73640.02 ms249.55 mW3896647.36 pJ0.176 s0.04 MiB0.11 MiB746435300.00 samples/s0.03 ms136.81 mW4031965.75 pJ/it
20conv/huge_pointwise_1024_dynamicarch-aPASSFAIL0.101 s8.04 MiB12.61 MiB16802.63 ms169.52 mW445489032.00 pJ---------
21conv/input_224_7x7_stride2arch-aPASSFAIL1.124 s24.14 MiB61.87 MiB16816938.41 ms185.26 mW7116544212.12 pJ---------
22conv/kernel_2x2arch-aPASSFAIL0.064 s0.00 MiB0.00 MiB110.00 ms83.83 mW360568.24 pJ0.099 s0.00 MiB0.00 MiB31380000.00 samples/s0.00 ms52.64 mW151421.99 pJ/it
23conv/kernel_3x3arch-aPASSFAIL0.057 s0.01 MiB0.01 MiB1090.01 ms123.80 mW889640.16 pJ---------
24conv/kernel_equals_input_spatialarch-aPASSPASS0.056 s0.00 MiB0.00 MiB220.00 ms89.61 mW415689.48 pJ0.059 s0.00 MiB0.00 MiB42464000.00 samples/s0.00 ms68.91 mW166273.89 pJ/it
25conv/large_input_channels_1x1arch-aPASSPASS0.087 s0.01 MiB0.02 MiB980.01 ms117.82 mW901121.92 pJ0.087 s0.01 MiB0.02 MiB108306000.00 samples/s0.00 ms91.39 mW360779.57 pJ/it
26conv/large_output_channels_1x1arch-aPASSPASS0.088 s0.01 MiB0.02 MiB1780.01 ms128.44 mW1139415.92 pJ0.089 s0.01 MiB0.02 MiB188207000.00 samples/s0.00 ms73.39 mW358350.06 pJ/it
27conv/large_spatialarch-aPASSFAIL0.060 s0.01 MiB0.04 MiB37360.02 ms172.07 mW2928344.64 pJ---------
28conv/multi_channelarch-aPASSFAIL0.056 s0.00 MiB0.00 MiB430.01 ms105.68 mW685040.72 pJ0.057 s0.00 MiB0.00 MiB43178000.00 samples/s0.01 ms32.10 mW185757.05 pJ/it
29conv/non_square_kernel_1x3arch-aPASSPASS0.066 s0.00 MiB0.00 MiB320.01 ms99.35 mW679752.48 pJ0.054 s0.00 MiB0.00 MiB32163000.00 samples/s0.01 ms13.04 mW81630.31 pJ/it
30conv/non_square_kernel_3x1arch-aPASSPASS0.060 s0.00 MiB0.00 MiB320.01 ms95.89 mW1292976.48 pJ0.065 s0.00 MiB0.00 MiB3277500.00 samples/s0.01 ms9.04 mW117499.65 pJ/it
31conv/non_uniform_stridearch-aPASSFAIL0.056 s0.00 MiB0.00 MiB430.01 ms104.05 mW790874.72 pJ0.056 s0.00 MiB0.00 MiB43161000.00 samples/s0.01 ms30.89 mW198689.55 pJ/it
32conv/output_channel_grouping_minimalarch-aPASSFAIL0.083 s0.10 MiB0.34 MiB1311280.26 ms170.73 mW44125916.72 pJ---------
33conv/pointwise_1x1arch-aPASSFAIL0.052 s0.00 MiB0.00 MiB110.01 ms80.24 mW987244.24 pJ0.055 s0.00 MiB0.00 MiB31135000.00 samples/s0.01 ms47.15 mW371973.57 pJ/it
34conv/pointwise_tiled_chainarch-aPASSPASS0.699 s0.01 MiB0.04 MiB20800.04 ms153.88 mW6445455.20 pJ0.634 s0.05 MiB0.08 MiB228014300.00 samples/s0.07 ms71.96 mW5297594.20 pJ/it
35conv/real_asymmetric_paddingarch-aPASSFAIL0.063 s0.01 MiB0.03 MiB29280.01 ms153.67 mW2221606.72 pJ---------
36conv/relu_conv_storearch-aPASSFAIL0.094 s0.16 MiB0.67 MiB1681840.56 ms183.08 mW103057892.80 pJ---------
37conv/same_lower_3x3arch-aPASSFAIL0.061 s0.01 MiB0.02 MiB26250.01 ms166.15 mW2215009.00 pJ---------
38conv/same_padding_3x3arch-aPASSFAIL0.059 s0.01 MiB0.02 MiB26250.01 ms166.15 mW2215009.00 pJ---------
39conv/strategy_depthwise_16arch-aPASSFAIL0.092 s0.06 MiB0.35 MiB1681680.34 ms197.94 mW66331479.08 pJ---------
40conv/strategy_input_k_tiledarch-aPASSFAIL0.084 s0.08 MiB0.27 MiB1091080.35 ms170.81 mW60422605.92 pJ---------
41conv/strategy_output_channel_tiledarch-aPASSFAIL0.071 s0.03 MiB0.16 MiB74720.09 ms155.74 mW14244739.28 pJ---------
42conv/strategy_streamed_packedarch-aPASSFAIL0.184 s3.34 MiB7.89 MiB1681689.35 ms179.86 mW1682364509.56 pJ---------
43conv/strategy_streamed_patcharch-aPASSFAIL0.098 s0.34 MiB1.32 MiB1681681.90 ms181.91 mW346476645.64 pJ---------
44conv/strategy_tiled_2darch-aPASSFAIL0.117 s0.11 MiB0.44 MiB1681680.42 ms182.13 mW75690907.84 pJ---------
45conv/stride_2arch-aPASSFAIL0.059 s0.01 MiB0.00 MiB540.01 ms110.78 mW580154.96 pJ---------
46conv/with_bias_3x3arch-aPASSFAIL0.057 s0.00 MiB0.01 MiB430.01 ms104.16 mW776220.72 pJ0.057 s0.00 MiB0.01 MiB43165000.00 samples/s0.01 ms30.99 mW196092.89 pJ/it
47conv/with_constantarch-aPASSFAIL0.057 s0.00 MiB0.00 MiB110.01 ms81.74 mW541270.24 pJ0.059 s0.00 MiB0.00 MiB41232000.00 samples/s0.00 ms92.34 mW438607.24 pJ/it
48conv/without_kernel_shape_attrarch-aPASSFAIL0.055 s0.01 MiB0.01 MiB1090.01 ms123.80 mW889640.16 pJ---------
49conv/yolo11n_depthwise_headarch-aPASSFAIL2.274 s8.66 MiB34.24 MiB16825542.70 ms200.52 mW8562449708.00 pJ---------
50conv/yolo11n_heavyarch-aPASSFAIL0.478 s4.82 MiB19.10 MiB1618008.54 ms350.86 mW2994764012.00 pJ---------
51conv/yolo11n_stemarch-aPASSFAIL0.975 s12.86 MiB37.59 MiB16848814.24 ms301.23 mW4289558753.00 pJ---------
52div/after_gemmarch-aPASSFAIL0.056 s0.01 MiB0.01 MiB540.01 ms104.70 mW815012.96 pJ0.056 s0.01 MiB0.01 MiB64277000.00 samples/s0.00 ms45.81 mW190085.16 pJ/it
53div/basicarch-aPASSPASS0.049 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.050 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
54div/channel_broadcast_1024arch-aPASSPASS0.051 s0.02 MiB0.01 MiB100.01 ms78.12 mW540030.00 pJ0.055 s0.02 MiB0.01 MiB10145000.00 samples/s0.01 ms2.11 mW13388.67 pJ/it
55div/leading_dimension_broadcastarch-aPASSPASS0.053 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.052 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
56div/runtime_scalar_rhsarch-aPASSPASS0.048 s0.02 MiB0.01 MiB100.01 ms78.12 mW540030.00 pJ0.051 s0.02 MiB0.01 MiB10145000.00 samples/s0.01 ms2.11 mW13388.67 pJ/it
57div/scalar_constantarch-aPASSPASS0.057 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.059 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
58gather/3d_input_axis1arch-aPASSPASS0.052 s0.00 MiB0.00 MiB100.00 ms78.08 mW45990.00 pJ0.053 s0.00 MiB0.00 MiB101700000.00 samples/s0.00 ms2.08 mW1174.67 pJ/it
59gather/axis0_matrix_indicesarch-aPASSPASS0.055 s0.00 MiB0.00 MiB100.00 ms78.07 mW54414.00 pJ0.052 s0.00 MiB0.00 MiB101440000.00 samples/s0.00 ms2.07 mW1390.67 pJ/it
60gather/axis1arch-aPASSPASS0.051 s0.00 MiB0.00 MiB100.00 ms78.06 mW62526.00 pJ0.053 s0.00 MiB0.00 MiB101250000.00 samples/s0.00 ms2.06 mW1598.67 pJ/it
61gather/negative_axisarch-aPASSPASS0.049 s0.00 MiB0.00 MiB100.00 ms78.03 mW112134.00 pJ0.051 s0.00 MiB0.00 MiB10697000.00 samples/s0.00 ms2.03 mW2870.67 pJ/it
62gather/negative_indicesarch-aPASSPASS0.052 s0.00 MiB0.00 MiB100.00 ms78.13 mW29376.00 pJ0.058 s0.00 MiB0.00 MiB102670000.00 samples/s0.00 ms2.12 mW748.67 pJ/it
63gemm/alpha_betaarch-aPASSFAIL0.059 s0.01 MiB0.01 MiB540.01 ms105.27 mW784908.96 pJ0.061 s0.01 MiB0.01 MiB64304000.00 samples/s0.00 ms48.12 mW184972.16 pJ/it
64gemm/bias_rank2_broadcastarch-aPASSFAIL0.061 s0.00 MiB0.01 MiB540.01 ms105.98 mW749484.96 pJ0.058 s0.01 MiB0.01 MiB64351000.00 samples/s0.00 ms52.58 mW176636.66 pJ/it
65gemm/dynamicarch-aPASSFAIL0.053 s0.00 MiB0.00 MiB500.00 ms91.48 mW221475.00 pJ0.056 s0.00 MiB0.00 MiB50785000.00 samples/s0.00 ms20.31 mW27813.50 pJ/it
66gemm/dynamic_alphaarch-aPASSFAIL0.055 s0.00 MiB0.00 MiB500.00 ms91.42 mW298198.00 pJ0.056 s0.00 MiB0.00 MiB50612000.00 samples/s0.00 ms20.35 mW37289.67 pJ/it
67gemm/dynamic_betaarch-aPASSFAIL0.056 s0.00 MiB0.00 MiB500.00 ms91.32 mW398595.00 pJ0.056 s0.00 MiB0.00 MiB50359000.00 samples/s0.00 ms20.22 mW60212.83 pJ/it
68gemm/dynamic_biasarch-aPASSFAIL0.055 s0.00 MiB0.00 MiB500.00 ms91.45 mW243703.00 pJ0.055 s0.00 MiB0.00 MiB50785000.00 samples/s0.00 ms20.32 mW28385.00 pJ/it
69gemm/dynamic_bias_alpha_betaarch-aPASSFAIL0.055 s0.00 MiB0.00 MiB500.01 ms91.28 mW513811.00 pJ0.056 s0.00 MiB0.00 MiB50247000.00 samples/s0.00 ms20.20 mW85611.50 pJ/it
70gemm/dynamic_transpose_barch-aPASSFAIL0.053 s0.00 MiB0.00 MiB500.00 ms91.38 mW118883.00 pJ0.055 s0.00 MiB0.00 MiB501340000.00 samples/s0.00 ms20.55 mW16541.00 pJ/it
71gemm/huge_1024arch-aPASSFAIL0.144 s0.01 MiB0.10 MiB73640.02 ms215.04 mW3767885.36 pJ0.167 s0.03 MiB0.10 MiB736414900.00 samples/s0.07 ms154.31 mW10866697.65 pJ/it
72gemm/largearch-aPASSFAIL0.058 s0.02 MiB0.03 MiB17160.01 ms140.15 mW1573768.84 pJ0.063 s0.02 MiB0.03 MiB1716142000.00 samples/s0.01 ms118.27 mW830693.99 pJ/it
73gemm/large_k_small_narch-aPASSFAIL0.084 s0.01 MiB0.01 MiB980.00 ms133.48 mW633769.92 pJ0.089 s0.01 MiB0.01 MiB98439000.00 samples/s0.00 ms125.25 mW329671.91 pJ/it
74gemm/non_squarearch-aPASSFAIL0.060 s0.00 MiB0.01 MiB540.00 ms118.96 mW419565.96 pJ0.060 s0.00 MiB0.01 MiB54486000.00 samples/s0.00 ms70.69 mW160313.79 pJ/it
75gemm/scalar_biasarch-aPASSFAIL0.059 s0.00 MiB0.01 MiB540.01 ms105.98 mW749484.96 pJ0.056 s0.01 MiB0.01 MiB64351000.00 samples/s0.00 ms52.58 mW176636.66 pJ/it
76gemm/smallarch-aPASSPASS0.056 s0.00 MiB0.00 MiB220.00 ms90.14 mW398436.48 pJ0.055 s0.00 MiB0.00 MiB42464000.00 samples/s0.00 ms69.74 mW162693.89 pJ/it
77gemm/small_k_large_narch-aPASSPASS0.092 s0.01 MiB0.02 MiB1780.01 ms131.01 mW1043061.92 pJ0.089 s0.01 MiB0.02 MiB188248000.00 samples/s0.00 ms82.00 mW345641.89 pJ/it
78gemm/square_weightsarch-aPASSFAIL0.076 s0.03 MiB0.08 MiB42400.02 ms151.77 mW3284393.60 pJ---------
79gemm/transpose_aarch-aPASSFAIL0.056 s0.00 MiB0.01 MiB540.01 ms109.14 mW628868.96 pJ0.057 s0.00 MiB0.01 MiB64424000.00 samples/s0.00 ms58.98 mW162091.12 pJ/it
80gemm/transpose_a_and_barch-aPASSFAIL0.055 s0.00 MiB0.01 MiB540.01 ms109.14 mW628868.96 pJ0.056 s0.00 MiB0.01 MiB64424000.00 samples/s0.00 ms58.98 mW162091.12 pJ/it
81gemm/transpose_barch-aPASSFAIL0.061 s0.00 MiB0.01 MiB540.00 ms118.96 mW419565.96 pJ0.059 s0.00 MiB0.01 MiB54486000.00 samples/s0.00 ms70.69 mW160313.79 pJ/it
82gemm/transpose_b_with_biasarch-aPASSFAIL0.064 s0.01 MiB0.01 MiB540.01 ms110.55 mW557818.96 pJ0.057 s0.01 MiB0.01 MiB54339000.00 samples/s0.00 ms55.18 mW180359.12 pJ/it
83gemm/with_biasarch-aPASSFAIL0.050 s0.01 MiB0.01 MiB540.01 ms108.77 mW604966.96 pJ0.055 s0.01 MiB0.01 MiB54288000.00 samples/s0.00 ms52.44 mW186098.45 pJ/it
84gemv/all_constantarch-aPASSPASS0.050 s0.00 MiB0.00 MiB000.00 ms2.00 mW0.00 pJ0.052 s0.00 MiB0.00 MiB000.00 samples/s0.00 ms2.00 mW0.00 pJ/it
85gemv/constant_weightarch-aPASSFAIL0.062 s0.00 MiB0.01 MiB640.01 ms111.15 mW573535.96 pJ0.063 s0.00 MiB0.01 MiB84412000.00 samples/s0.00 ms86.05 mW242243.79 pJ/it
86gemv/non_uniform_biasarch-aPASSFAIL0.063 s0.00 MiB0.01 MiB640.01 ms109.82 mW609371.96 pJ0.063 s0.00 MiB0.01 MiB84376000.00 samples/s0.00 ms82.45 mW254539.29 pJ/it
87gemv/scalar_biasarch-aPASSFAIL0.063 s0.00 MiB0.01 MiB640.01 ms109.82 mW609371.96 pJ0.064 s0.00 MiB0.01 MiB84376000.00 samples/s0.00 ms82.45 mW254539.29 pJ/it
88gemv/uniform_biasarch-aPASSFAIL0.064 s0.00 MiB0.01 MiB640.01 ms109.82 mW609371.96 pJ0.063 s0.00 MiB0.01 MiB84376000.00 samples/s0.00 ms82.45 mW254539.29 pJ/it
89matmul/basicarch-aPASSPASS0.057 s0.00 MiB0.00 MiB220.00 ms90.14 mW398436.48 pJ0.056 s0.00 MiB0.00 MiB42464000.00 samples/s0.00 ms69.74 mW162693.89 pJ/it
90matmul/batched_3darch-aPASSFAIL0.058 s0.00 MiB0.01 MiB540.01 ms108.59 mW646972.96 pJ0.059 s0.00 MiB0.01 MiB64438000.00 samples/s0.00 ms59.21 mW161865.62 pJ/it
91matmul/batched_3d_dynamicarch-aPASSPASS0.054 s0.00 MiB0.00 MiB400.00 ms92.19 mW167975.00 pJ0.054 s0.00 MiB0.00 MiB501140000.00 samples/s0.00 ms17.43 mW16336.83 pJ/it
92matmul/batched_left_constantarch-aPASSFAIL0.061 s0.00 MiB0.02 MiB980.01 ms114.39 mW1009105.92 pJ---------
93matmul/batched_lhs_broadcastarch-aPASSFAIL0.057 s0.00 MiB0.01 MiB540.01 ms109.39 mW621440.96 pJ0.071 s0.00 MiB0.01 MiB64441000.00 samples/s0.00 ms60.34 mW160658.62 pJ/it
94matmul/batched_rhs_broadcastarch-aPASSFAIL0.056 s0.00 MiB0.01 MiB540.01 ms108.59 mW646972.96 pJ0.056 s0.00 MiB0.01 MiB64438000.00 samples/s0.00 ms59.21 mW161865.62 pJ/it
95matmul/dynamicarch-aPASSFAIL0.055 s0.00 MiB0.00 MiB500.00 ms91.42 mW148195.00 pJ0.058 s0.00 MiB0.00 MiB501310000.00 samples/s0.00 ms20.49 mW18009.67 pJ/it
96matmul/huge_1024arch-aPASSFAIL0.151 s0.01 MiB0.10 MiB73640.02 ms215.04 mW3767885.36 pJ0.172 s0.03 MiB0.10 MiB736414900.00 samples/s0.07 ms154.31 mW10866697.65 pJ/it
97matmul/left_constantarch-aPASSFAIL0.058 s0.00 MiB0.01 MiB540.01 ms108.86 mW637168.96 pJ0.064 s0.00 MiB0.01 MiB64424000.00 samples/s0.00 ms58.67 mW162346.12 pJ/it
98matmul/matrix_vectorarch-aPASSFAIL0.102 s0.52 MiB0.78 MiB1681730.38 ms202.13 mW77751814.88 pJ---------
99matmul/vector_matrixarch-aPASSFAIL0.085 s0.01 MiB0.01 MiB980.01 ms118.68 mW879301.92 pJ---------
100matmul/yolo_attentionarch-aPASSFAIL0.483 s1.02 MiB43.44 MiB16808.15 ms170.00 mW1385775865.00 pJ---------
101mul/after_convarch-aPASSFAIL0.074 s0.00 MiB0.00 MiB430.01 ms107.64 mW586955.72 pJ0.062 s0.00 MiB0.00 MiB43220000.00 samples/s0.00 ms34.96 mW162998.05 pJ/it
102mul/after_conv_scalar_constantarch-aPASSFAIL0.063 s0.00 MiB0.00 MiB430.01 ms107.64 mW586955.72 pJ0.061 s0.00 MiB0.00 MiB43220000.00 samples/s0.00 ms34.96 mW162998.05 pJ/it
103mul/basicarch-aPASSPASS0.055 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.052 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
104mul/channel_broadcast_1024arch-aPASSPASS0.049 s0.02 MiB0.01 MiB100.01 ms78.12 mW540030.00 pJ0.049 s0.02 MiB0.01 MiB10145000.00 samples/s0.01 ms2.11 mW13388.67 pJ/it
105mul/leading_dimension_broadcastarch-aPASSPASS0.052 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.053 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
106mul/scalar_constantarch-aPASSPASS0.055 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.051 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
107pool/avg_basicarch-aPASSPASS0.057 s0.00 MiB0.00 MiB100.01 ms78.02 mW931506.00 pJ0.052 s0.00 MiB0.00 MiB1084000.00 samples/s0.01 ms2.02 mW24067.00 pJ/it
108pool/avg_ceil_modearch-aPASSPASS0.055 s0.00 MiB0.00 MiB100.00 ms78.03 mW340146.00 pJ0.055 s0.00 MiB0.00 MiB10230000.00 samples/s0.00 ms2.03 mW8810.67 pJ/it
109pool/avg_explicit_paddingarch-aPASSPASS0.056 s0.00 MiB0.00 MiB100.01 ms78.03 mW688356.00 pJ0.058 s0.00 MiB0.00 MiB10114000.00 samples/s0.01 ms2.03 mW17809.00 pJ/it
110pool/avg_include_padarch-aPASSPASS0.056 s0.00 MiB0.00 MiB100.01 ms78.02 mW663612.00 pJ0.058 s0.00 MiB0.00 MiB10118000.00 samples/s0.01 ms2.02 mW17081.00 pJ/it
111pool/avg_large_channelsarch-aPASSPASS0.064 s0.04 MiB0.02 MiB100.24 ms78.00 mW18399156.00 pJ0.060 s0.04 MiB0.02 MiB104250.00 samples/s0.24 ms2.00 mW471428.00 pJ/it
112pool/avg_non_uniform_stridearch-aPASSPASS0.055 s0.00 MiB0.00 MiB100.01 ms78.02 mW1132254.00 pJ0.052 s0.00 MiB0.00 MiB1069100.00 samples/s0.01 ms2.02 mW29191.00 pJ/it
113pool/avg_real_asymmetric_paddingarch-aPASSPASS0.055 s0.00 MiB0.00 MiB100.03 ms78.02 mW1966692.00 pJ0.057 s0.00 MiB0.00 MiB1039700.00 samples/s0.03 ms2.02 mW50961.00 pJ/it
114pool/max_after_convarch-aPASSFAIL0.059 s0.00 MiB0.00 MiB540.01 ms99.12 mW1210689.96 pJ0.061 s0.00 MiB0.00 MiB54142000.00 samples/s0.01 ms34.60 mW273954.62 pJ/it
115pool/max_basicarch-aPASSPASS0.053 s0.00 MiB0.00 MiB100.00 ms78.06 mW324744.00 pJ0.052 s0.00 MiB0.00 MiB10241000.00 samples/s0.00 ms2.06 mW8532.67 pJ/it
116pool/max_ceil_modearch-aPASSPASS0.051 s0.00 MiB0.00 MiB100.00 ms78.07 mW151464.00 pJ0.049 s0.00 MiB0.00 MiB10516000.00 samples/s0.00 ms2.07 mW3972.67 pJ/it
117pool/max_global_style_kernel_equals_inputarch-aPASSPASS0.054 s0.00 MiB0.00 MiB100.01 ms78.01 mW658626.00 pJ0.056 s0.00 MiB0.00 MiB10119000.00 samples/s0.01 ms2.01 mW16871.00 pJ/it
118pool/max_non_square_kernelarch-aPASSPASS0.052 s0.00 MiB0.00 MiB100.01 ms78.02 mW1063068.00 pJ0.051 s0.00 MiB0.00 MiB1073600.00 samples/s0.01 ms2.02 mW27417.00 pJ/it
119pool/max_real_asymmetric_paddingarch-aPASSPASS0.054 s0.00 MiB0.00 MiB100.01 ms78.03 mW814992.00 pJ0.058 s0.00 MiB0.00 MiB1096100.00 samples/s0.01 ms2.03 mW21173.00 pJ/it
120pool/max_same_upperarch-aPASSPASS0.057 s0.00 MiB0.00 MiB100.01 ms78.04 mW625068.00 pJ0.052 s0.00 MiB0.00 MiB10125000.00 samples/s0.01 ms2.04 mW16233.00 pJ/it
121pool/max_stride2_multichannelarch-aPASSPASS0.051 s0.00 MiB0.00 MiB100.02 ms78.02 mW1247274.00 pJ0.051 s0.00 MiB0.00 MiB1062700.00 samples/s0.02 ms2.02 mW32153.00 pJ/it
122reduce_mean/4d_spatialarch-aPASSFAIL0.053 s0.00 MiB0.00 MiB300.00 ms92.45 mW29676.00 pJ0.055 s0.00 MiB0.00 MiB302560000.00 samples/s0.00 ms4.38 mW1667.33 pJ/it
123reduce_mean/4d_spatial_keepdims_0arch-aPASSFAIL0.052 s0.00 MiB0.00 MiB400.00 ms94.35 mW61801.00 pJ0.053 s0.00 MiB0.00 MiB402390000.00 samples/s0.00 ms19.52 mW9025.83 pJ/it
124reduce_mean/after_convarch-aPASSFAIL0.059 s0.00 MiB0.00 MiB530.01 ms106.95 mW571332.72 pJ0.063 s0.00 MiB0.00 MiB53220000.00 samples/s0.00 ms21.90 mW102726.72 pJ/it
125reduce_mean/all_axes_keepdims_0arch-aPASSPASS0.050 s0.00 MiB0.00 MiB200.00 ms79.24 mW30982.00 pJ0.052 s0.00 MiB0.00 MiB204520000.00 samples/s0.00 ms3.41 mW775.00 pJ/it
126reduce_mean/all_axes_keepdims_1arch-aPASSPASS0.052 s0.00 MiB0.00 MiB100.00 ms78.22 mW17286.00 pJ0.048 s0.00 MiB0.00 MiB104570000.00 samples/s0.00 ms2.22 mW437.33 pJ/it
127reduce_mean/basicarch-aPASSFAIL0.052 s0.00 MiB0.00 MiB400.00 ms93.51 mW34881.00 pJ0.053 s0.00 MiB0.00 MiB402780000.00 samples/s0.00 ms5.56 mW1904.50 pJ/it
128reduce_mean/channel_axis_nchwarch-aPASSFAIL0.052 s0.03 MiB0.02 MiB400.16 ms93.60 mW15436518.00 pJ0.055 s0.03 MiB0.08 MiB4016000.00 samples/s0.06 ms5.00 mW323993.33 pJ/it
129reduce_mean/keepdims_0arch-aPASSFAIL0.055 s0.00 MiB0.00 MiB500.00 ms91.40 mW68368.00 pJ0.054 s0.00 MiB0.00 MiB501880000.00 samples/s0.00 ms20.60 mW11458.17 pJ/it
130reduce_mean/large_dimension_1024arch-aPASSPASS0.053 s0.01 MiB0.00 MiB100.00 ms78.02 mW217278.00 pJ0.052 s0.01 MiB0.00 MiB10359000.00 samples/s0.00 ms2.02 mW5274.00 pJ/it
131reduce_mean/legacy_axes_1_2_keepdims_1arch-aPASSFAIL0.052 s0.00 MiB0.00 MiB200.00 ms79.35 mW21505.00 pJ0.052 s0.00 MiB0.00 MiB203860000.00 samples/s0.00 ms3.37 mW798.00 pJ/it
132reduce_mean/legacy_axis1_keepdims_0arch-aPASSFAIL0.071 s0.00 MiB0.00 MiB900.00 ms92.50 mW183708.00 pJ0.061 s0.00 MiB0.00 MiB901010000.00 samples/s0.00 ms38.63 mW41198.50 pJ/it
133reduce_mean/legacy_axis1_keepdims_1arch-aPASSFAIL0.053 s0.00 MiB0.00 MiB800.00 ms94.56 mW129830.00 pJ0.054 s0.00 MiB0.00 MiB801390000.00 samples/s0.00 ms9.56 mW6733.50 pJ/it
134reduce_mean/legacy_empty_axes_nooparch-aPASSPASS0.050 s0.00 MiB0.00 MiB100.00 ms78.22 mW17286.00 pJ0.048 s0.00 MiB0.00 MiB104570000.00 samples/s0.00 ms2.22 mW437.33 pJ/it
135reduce_mean/legacy_nchw_spatialarch-aPASSFAIL0.054 s0.00 MiB0.00 MiB300.00 ms92.45 mW29676.00 pJ0.056 s0.00 MiB0.00 MiB301960000.00 samples/s0.00 ms4.28 mW2167.33 pJ/it
136reduce_mean/legacy_negative_axisarch-aPASSFAIL0.051 s0.00 MiB0.00 MiB600.00 ms93.52 mW51717.00 pJ0.057 s0.00 MiB0.00 MiB601850000.00 samples/s0.00 ms7.57 mW3828.83 pJ/it
137reduce_mean/legacy_reduce_all_keepdims_1arch-aPASSPASS0.051 s0.00 MiB0.00 MiB100.00 ms78.22 mW17286.00 pJ0.048 s0.00 MiB0.00 MiB104570000.00 samples/s0.00 ms2.22 mW437.33 pJ/it
138reduce_mean/negative_axisarch-aPASSFAIL0.058 s0.00 MiB0.00 MiB600.00 ms93.52 mW51717.00 pJ0.054 s0.00 MiB0.00 MiB601850000.00 samples/s0.00 ms7.57 mW3828.83 pJ/it
139relu/4darch-aPASSPASS0.052 s0.00 MiB0.00 MiB100.00 ms78.18 mW40734.00 pJ0.049 s0.00 MiB0.00 MiB101930000.00 samples/s0.00 ms2.18 mW1014.00 pJ/it
140relu/after_convarch-aPASSFAIL0.058 s0.00 MiB0.00 MiB430.01 ms107.89 mW577437.72 pJ0.060 s0.00 MiB0.00 MiB43220000.00 samples/s0.00 ms34.98 mW162801.39 pJ/it
141relu/after_gemmarch-aPASSFAIL0.061 s0.01 MiB0.01 MiB540.01 ms105.16 mW790056.96 pJ0.059 s0.01 MiB0.01 MiB64291000.00 samples/s0.00 ms47.08 mW187063.49 pJ/it
142relu/basicarch-aPASSPASS0.052 s0.00 MiB0.00 MiB100.00 ms78.22 mW17286.00 pJ0.050 s0.00 MiB0.00 MiB104570000.00 samples/s0.00 ms2.22 mW437.33 pJ/it
143reshape/4d_to_2d_flattenarch-aPASSPASS0.047 s0.00 MiB0.00 MiB100.00 ms78.28 mW20196.00 pJ0.050 s0.00 MiB0.00 MiB103910000.00 samples/s0.00 ms2.28 mW488.00 pJ/it
144reshape/infer_dim_minus_onearch-aPASSPASS0.054 s0.00 MiB0.00 MiB100.00 ms78.30 mW12684.00 pJ0.048 s0.00 MiB0.00 MiB106250000.00 samples/s0.00 ms2.30 mW308.00 pJ/it
145reshape/same_rankarch-aPASSPASS0.056 s0.00 MiB0.00 MiB100.00 ms78.30 mW12684.00 pJ0.048 s0.00 MiB0.00 MiB106250000.00 samples/s0.00 ms2.30 mW308.00 pJ/it
146reshape/zero_copies_input_dimarch-aPASSPASS0.056 s0.00 MiB0.00 MiB100.00 ms78.30 mW12684.00 pJ0.056 s0.00 MiB0.00 MiB106250000.00 samples/s0.00 ms2.30 mW308.00 pJ/it
147resize/height_onlyarch-aPASSFAIL0.054 s0.00 MiB0.00 MiB400.00 ms93.55 mW64833.00 pJ0.055 s0.00 MiB0.00 MiB402430000.00 samples/s0.00 ms5.46 mW2298.25 pJ/it
148resize/nearest_2xarch-aPASSFAIL0.055 s0.00 MiB0.00 MiB400.00 ms93.57 mW109761.00 pJ0.051 s0.00 MiB0.00 MiB401760000.00 samples/s0.00 ms5.33 mW3085.12 pJ/it
149resize/nearest_downsamplearch-aPASSFAIL0.054 s0.00 MiB0.00 MiB200.00 ms79.45 mW33925.00 pJ0.052 s0.00 MiB0.00 MiB202420000.00 samples/s0.00 ms3.22 mW1262.50 pJ/it
150resize/non_uniform_scalesarch-aPASSFAIL0.054 s0.00 MiB0.00 MiB600.00 ms93.58 mW164037.00 pJ0.055 s0.00 MiB0.00 MiB601750000.00 samples/s0.00 ms7.49 mW4551.90 pJ/it
151resize/width_onlyarch-aPASSFAIL0.051 s0.00 MiB0.00 MiB200.00 ms79.50 mW53029.00 pJ0.052 s0.00 MiB0.00 MiB201750000.00 samples/s0.00 ms3.16 mW1735.50 pJ/it
152resize/with_sizesarch-aPASSFAIL0.054 s0.00 MiB0.00 MiB300.00 ms92.54 mW73756.00 pJ0.056 s0.00 MiB0.00 MiB301930000.00 samples/s0.00 ms4.27 mW2196.00 pJ/it
153sigmoid/4darch-aPASSPASS0.050 s0.00 MiB0.00 MiB100.00 ms78.18 mW40734.00 pJ0.055 s0.00 MiB0.00 MiB101930000.00 samples/s0.00 ms2.18 mW1014.00 pJ/it
154sigmoid/after_gemmarch-aPASSFAIL0.056 s0.01 MiB0.01 MiB540.01 ms105.16 mW790056.96 pJ0.058 s0.01 MiB0.01 MiB64291000.00 samples/s0.00 ms47.08 mW187063.49 pJ/it
155sigmoid/basicarch-aPASSPASS0.053 s0.00 MiB0.00 MiB100.00 ms78.22 mW17286.00 pJ0.049 s0.00 MiB0.00 MiB104570000.00 samples/s0.00 ms2.22 mW437.33 pJ/it
156slice/2d_basicarch-aPASSPASS0.051 s0.00 MiB0.00 MiB100.00 ms78.30 mW18948.00 pJ0.048 s0.00 MiB0.00 MiB104170000.00 samples/s0.00 ms2.30 mW491.67 pJ/it
157slice/after_convarch-aPASSFAIL0.062 s0.00 MiB0.01 MiB760.01 ms118.19 mW1335082.88 pJ0.069 s0.00 MiB0.01 MiB76130000.00 samples/s0.01 ms58.48 mW484364.44 pJ/it
158slice/default_axesarch-aPASSPASS0.051 s0.00 MiB0.00 MiB100.00 ms78.30 mW18948.00 pJ0.052 s0.00 MiB0.00 MiB104170000.00 samples/s0.00 ms2.30 mW491.67 pJ/it
159slice/large_channel_1024arch-aPASSPASS0.051 s0.01 MiB0.00 MiB100.00 ms78.14 mW221304.00 pJ0.050 s0.01 MiB0.00 MiB10353000.00 samples/s0.00 ms2.14 mW5058.00 pJ/it
160slice/nchw_spatial_croparch-aPASSPASS0.053 s0.00 MiB0.00 MiB100.00 ms78.24 mW101868.00 pJ0.047 s0.00 MiB0.00 MiB10769000.00 samples/s0.00 ms2.24 mW2851.67 pJ/it
161slice/negative_axisarch-aPASSPASS0.050 s0.00 MiB0.00 MiB100.00 ms78.30 mW44004.00 pJ0.049 s0.00 MiB0.00 MiB101790000.00 samples/s0.00 ms2.30 mW1227.67 pJ/it
162slice/negative_indicesarch-aPASSPASS0.048 s0.00 MiB0.00 MiB100.00 ms78.30 mW25212.00 pJ0.051 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.30 mW675.67 pJ/it
163slice/step2arch-aPASSPASS0.053 s0.00 MiB0.00 MiB100.00 ms78.29 mW159876.00 pJ0.052 s0.00 MiB0.00 MiB10490000.00 samples/s0.00 ms2.29 mW4619.67 pJ/it
164softmax/3d_last_axisarch-aPASSPASS0.052 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTED0.053 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTEDUNSUPPORTED
165softmax/basicarch-aPASSPASS0.050 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTED0.053 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTEDUNSUPPORTED
166softmax/channel_axisarch-aPASSFAIL0.051 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTED0.052 s0.00 MiB0.00 MiB30UNSUPPORTEDUNSUPPORTEDUNSUPPORTEDUNSUPPORTED
167softmax/large_dimension_1024arch-aPASSPASS0.049 s0.01 MiB0.01 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTED0.052 s0.01 MiB0.01 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTEDUNSUPPORTED
168softmax/negative_axisarch-aPASSPASS0.050 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTED0.049 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTEDUNSUPPORTED
169split/basicarch-aPASSPASS0.048 s0.00 MiB0.00 MiB100.00 ms78.30 mW31554.00 pJ0.052 s0.00 MiB0.00 MiB102490000.00 samples/s0.00 ms2.30 mW861.67 pJ/it
170split/equal_three_wayarch-aPASSPASS0.049 s0.00 MiB0.00 MiB100.00 ms78.30 mW44160.00 pJ0.052 s0.00 MiB0.00 MiB101780000.00 samples/s0.00 ms2.30 mW1231.67 pJ/it
171split/negative_axisarch-aPASSPASS0.051 s0.00 MiB0.00 MiB100.00 ms78.29 mW84786.00 pJ0.050 s0.00 MiB0.00 MiB10925000.00 samples/s0.00 ms2.29 mW2413.67 pJ/it
172split/uneven_channel_axis_4darch-aPASSPASS0.051 s0.00 MiB0.00 MiB100.00 ms78.30 mW18948.00 pJ0.049 s0.00 MiB0.00 MiB104170000.00 samples/s0.00 ms2.30 mW491.67 pJ/it
173sub/after_gemmarch-aPASSFAIL0.058 s0.01 MiB0.01 MiB540.01 ms104.70 mW815012.96 pJ0.057 s0.01 MiB0.01 MiB64277000.00 samples/s0.00 ms45.81 mW190085.16 pJ/it
174sub/basicarch-aPASSPASS0.049 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.048 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
175sub/broadcast_rowarch-aPASSPASS0.049 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.051 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
176sub/channel_broadcast_1024arch-aPASSPASS0.058 s0.02 MiB0.01 MiB100.01 ms78.12 mW540030.00 pJ0.053 s0.02 MiB0.01 MiB10145000.00 samples/s0.01 ms2.11 mW13388.67 pJ/it
177sub/constant_lhs_broadcastarch-aPASSPASS0.049 s0.00 MiB0.00 MiB100.00 ms78.22 mW25188.00 pJ0.051 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW656.67 pJ/it
178sub/leading_dimension_broadcastarch-aPASSPASS0.050 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.050 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it