Files
Raptor/validation/operations/validation_results.csv
T
NiccoloN 45072ca743
Validate Operations / validate-operations (push) Waiting to run
add pipeline stages synchronization
full ops throughput validation now passes
2026-08-11 11:34:31 +02:00

32 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-aPASSPASS0.058 s0.01 MiB0.01 MiB540.01 ms104.70 mW815012.96 pJ0.057 s0.01 MiB0.01 MiB64145000.00 samples/s0.01 ms31.45 mW216167.21 pJ/it
3add/basicarch-aPASSPASS0.048 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
4add/broadcast_rowarch-aPASSPASS0.048 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
5add/channel_broadcast_1024arch-aPASSPASS0.049 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
6add/leading_dimension_broadcastarch-aPASSPASS0.051 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
7concat/channel_axisarch-aPASSPASS0.048 s0.00 MiB0.00 MiB100.00 ms78.16 mW35718.00 pJ0.050 s0.00 MiB0.00 MiB102200000.00 samples/s0.00 ms2.16 mW934.67 pJ/it
8concat/negative_axisarch-aPASSPASS0.050 s0.00 MiB0.00 MiB100.00 ms78.09 mW81450.00 pJ0.051 s0.00 MiB0.00 MiB10961000.00 samples/s0.00 ms2.09 mW2108.00 pJ/it
9concat/three_inputs_channel_axisarch-aPASSPASS0.048 s0.00 MiB0.00 MiB100.00 ms78.15 mW50328.00 pJ0.047 s0.00 MiB0.00 MiB101560000.00 samples/s0.00 ms2.15 mW1332.67 pJ/it
10conv/batch_2arch-aPASSPASS0.059 s0.00 MiB0.00 MiB220.01 ms82.62 mW1131451.48 pJ0.062 s0.00 MiB0.01 MiB42129000.00 samples/s0.01 ms51.25 mW406238.48 pJ/it
11conv/batch_4_pointwisearch-aPASSPASS0.058 s0.00 MiB0.01 MiB540.00 ms116.08 mW456420.96 pJ0.061 s0.00 MiB0.01 MiB54243000.00 samples/s0.00 ms44.13 mW180813.46 pJ/it
12conv/depthwise_1024_channelsarch-aPASSPASS0.080 s0.19 MiB0.38 MiB1291280.22 ms178.45 mW39393966.72 pJ0.141 s0.36 MiB0.48 MiB871283620.00 samples/s0.28 ms131.43 mW37256350.26 pJ/it
13conv/depthwise_groupedarch-aPASSPASS0.056 s0.01 MiB0.00 MiB540.01 ms107.78 mW671878.96 pJ0.061 s0.01 MiB0.00 MiB74235000.00 samples/s0.00 ms53.10 mW227356.96 pJ/it
14conv/dilated_3x3arch-aPASSPASS0.061 s0.01 MiB0.01 MiB1090.01 ms118.77 mW1034819.16 pJ0.071 s0.01 MiB0.01 MiB129119000.00 samples/s0.01 ms61.00 mW511357.16 pJ/it
15conv/dynamicarch-aPASSPASS0.056 s0.00 MiB0.00 MiB500.00 ms92.28 mW169336.00 pJ0.057 s0.00 MiB0.00 MiB60784000.00 samples/s0.00 ms18.61 mW26517.00 pJ/it
16conv/explicit_paddingarch-aPASSPASS0.060 s0.01 MiB0.02 MiB17160.01 ms145.34 mW1454397.84 pJ0.064 s0.01 MiB0.02 MiB1916153000.00 samples/s0.01 ms109.61 mW715669.59 pJ/it
17conv/grouped_many_groupsarch-aPASSPASS0.498 s0.05 MiB0.09 MiB65640.18 ms142.21 mW25867112.36 pJ0.547 s0.11 MiB0.79 MiB127643750.00 samples/s0.27 ms141.11 mW43353235.67 pJ/it
18conv/grouped_two_groupsarch-aPASSPASS0.064 s0.00 MiB0.00 MiB320.01 ms101.46 mW543914.48 pJ0.066 s0.00 MiB0.01 MiB92146000.00 samples/s0.01 ms108.34 mW741101.98 pJ/it
19conv/huge_pointwise_1024arch-aPASSPASS0.166 s0.01 MiB0.11 MiB73640.02 ms249.55 mW3896647.36 pJ0.182 s0.04 MiB0.11 MiB746433300.00 samples/s0.03 ms133.89 mW4052259.07 pJ/it
20conv/huge_pointwise_1024_dynamicarch-aPASSPASS0.084 s8.04 MiB12.61 MiB16802.63 ms169.52 mW445489032.00 pJ0.263 s11.49 MiB10.61 MiB1270213.00 samples/s4.70 ms164.24 mW811591564.70 pJ/it
21conv/input_224_7x7_stride2arch-aPASSPASS0.775 s24.14 MiB61.87 MiB16816938.41 ms185.26 mW7116544212.12 pJ1.142 s46.43 MiB73.41 MiB12615327.30 samples/s36.66 ms177.05 mW6915042527.00 pJ/it
22conv/kernel_2x2arch-aPASSPASS0.056 s0.00 MiB0.00 MiB110.00 ms83.83 mW360568.24 pJ0.055 s0.00 MiB0.00 MiB31334000.00 samples/s0.00 ms51.45 mW171905.91 pJ/it
23conv/kernel_3x3arch-aPASSPASS0.060 s0.01 MiB0.01 MiB1090.01 ms123.80 mW889640.16 pJ0.063 s0.01 MiB0.01 MiB129219000.00 samples/s0.00 ms83.71 mW382318.91 pJ/it
24conv/kernel_equals_input_spatialarch-aPASSPASS0.054 s0.00 MiB0.00 MiB220.00 ms89.61 mW415689.48 pJ0.057 s0.00 MiB0.00 MiB42293000.00 samples/s0.00 ms59.39 mW204713.48 pJ/it
25conv/large_input_channels_1x1arch-aPASSPASS0.096 s0.01 MiB0.02 MiB980.01 ms117.82 mW901121.92 pJ0.092 s0.01 MiB0.02 MiB108132000.00 samples/s0.01 ms59.24 mW447909.92 pJ/it
26conv/large_output_channels_1x1arch-aPASSPASS0.089 s0.01 MiB0.02 MiB1780.01 ms128.44 mW1139415.92 pJ0.095 s0.01 MiB0.02 MiB188123000.00 samples/s0.01 ms43.92 mW355735.17 pJ/it
27conv/large_spatialarch-aPASSPASS0.059 s0.01 MiB0.04 MiB37360.02 ms172.07 mW2928344.64 pJ0.078 s0.01 MiB0.04 MiB393688500.00 samples/s0.01 ms169.91 mW1920027.89 pJ/it
28conv/multi_channelarch-aPASSPASS0.057 s0.00 MiB0.00 MiB430.01 ms105.68 mW685040.72 pJ0.060 s0.00 MiB0.00 MiB43146000.00 samples/s0.01 ms30.09 mW205787.97 pJ/it
29conv/non_square_kernel_1x3arch-aPASSPASS0.055 s0.00 MiB0.00 MiB320.01 ms99.35 mW679752.48 pJ0.059 s0.00 MiB0.00 MiB32141000.00 samples/s0.01 ms12.12 mW85739.48 pJ/it
30conv/non_square_kernel_3x1arch-aPASSPASS0.058 s0.00 MiB0.00 MiB320.01 ms95.89 mW1292976.48 pJ0.061 s0.00 MiB0.00 MiB3272900.00 samples/s0.01 ms8.83 mW121109.48 pJ/it
31conv/non_uniform_stridearch-aPASSPASS0.061 s0.00 MiB0.00 MiB430.01 ms104.05 mW790874.72 pJ0.059 s0.00 MiB0.00 MiB43131000.00 samples/s0.01 ms29.05 mW221084.97 pJ/it
32conv/output_channel_grouping_minimalarch-aPASSPASS0.089 s0.10 MiB0.34 MiB1311280.26 ms170.73 mW44125916.72 pJ0.181 s0.18 MiB0.33 MiB1311283910.00 samples/s0.26 ms181.50 mW48146979.72 pJ/it
33conv/pointwise_1x1arch-aPASSPASS0.071 s0.00 MiB0.00 MiB110.01 ms80.24 mW987244.24 pJ0.084 s0.00 MiB0.00 MiB31131000.00 samples/s0.01 ms47.08 mW380210.74 pJ/it
34conv/pointwise_tiled_chainarch-aPASSPASS0.819 s0.01 MiB0.04 MiB20800.04 ms153.88 mW6445455.20 pJ0.777 s0.05 MiB0.08 MiB228012500.00 samples/s0.08 ms69.67 mW5573378.45 pJ/it
35conv/real_asymmetric_paddingarch-aPASSPASS0.074 s0.01 MiB0.03 MiB29280.01 ms153.67 mW2221606.72 pJ0.087 s0.00 MiB0.03 MiB3128104000.00 samples/s0.01 ms135.38 mW1295814.97 pJ/it
36conv/relu_conv_storearch-aPASSPASS0.102 s0.16 MiB0.67 MiB1681840.56 ms183.08 mW103057892.80 pJ0.291 s0.32 MiB0.67 MiB1681661640.00 samples/s0.61 ms182.39 mW113644022.20 pJ/it
37conv/same_lower_3x3arch-aPASSPASS0.069 s0.01 MiB0.02 MiB26250.01 ms166.15 mW2215009.00 pJ0.088 s0.01 MiB0.03 MiB2825114000.00 samples/s0.01 ms134.46 mW1180460.00 pJ/it
38conv/same_padding_3x3arch-aPASSPASS0.062 s0.01 MiB0.02 MiB26250.01 ms166.15 mW2215009.00 pJ0.083 s0.01 MiB0.03 MiB2825114000.00 samples/s0.01 ms134.46 mW1180460.00 pJ/it
39conv/strategy_depthwise_16arch-aPASSPASS0.093 s0.06 MiB0.35 MiB1681680.34 ms197.94 mW66331479.08 pJ0.298 s0.15 MiB0.37 MiB1681682890.00 samples/s0.35 ms196.87 mW70672344.81 pJ/it
40conv/strategy_input_k_tiledarch-aPASSPASS0.079 s0.08 MiB0.27 MiB1091080.35 ms170.81 mW60422605.92 pJ0.120 s0.16 MiB0.30 MiB851013520.00 samples/s0.28 ms138.29 mW40167697.42 pJ/it
41conv/strategy_output_channel_tiledarch-aPASSPASS0.079 s0.03 MiB0.16 MiB74720.09 ms155.74 mW14244739.28 pJ0.146 s0.08 MiB0.25 MiB1117212000.00 samples/s0.08 ms137.73 mW12695085.91 pJ/it
42conv/strategy_streamed_packedarch-aPASSPASS0.168 s3.34 MiB7.89 MiB1681689.35 ms179.86 mW1682364509.56 pJ0.453 s5.38 MiB7.87 MiB127126119.00 samples/s8.39 ms175.52 mW1616768905.00 pJ/it
43conv/strategy_streamed_patcharch-aPASSPASS0.110 s0.34 MiB1.32 MiB1681681.90 ms181.91 mW346476645.64 pJ0.416 s0.84 MiB1.29 MiB127126525.00 samples/s1.90 ms176.18 mW359355537.30 pJ/it
44conv/strategy_tiled_2darch-aPASSPASS0.170 s0.11 MiB0.44 MiB1681680.42 ms182.13 mW75690907.84 pJ0.235 s0.28 MiB0.45 MiB1301683010.00 samples/s0.33 ms178.45 mW62153061.01 pJ/it
45conv/stride_2arch-aPASSPASS0.060 s0.01 MiB0.00 MiB540.01 ms110.78 mW580154.96 pJ0.061 s0.01 MiB0.00 MiB74297000.00 samples/s0.00 ms48.26 mW163092.63 pJ/it
46conv/with_bias_3x3arch-aPASSPASS0.069 s0.00 MiB0.01 MiB430.01 ms104.16 mW776220.72 pJ0.066 s0.00 MiB0.01 MiB43128000.00 samples/s0.01 ms28.71 mW224217.97 pJ/it
47conv/with_constantarch-aPASSPASS0.058 s0.00 MiB0.00 MiB110.01 ms81.74 mW541270.24 pJ0.067 s0.00 MiB0.00 MiB41138000.00 samples/s0.01 ms90.41 mW664255.74 pJ/it
48conv/without_kernel_shape_attrarch-aPASSPASS0.064 s0.01 MiB0.01 MiB1090.01 ms123.80 mW889640.16 pJ0.066 s0.01 MiB0.01 MiB129219000.00 samples/s0.00 ms83.71 mW382318.91 pJ/it
49conv/yolo11n_depthwise_headarch-aPASSPASS2.447 s8.66 MiB34.24 MiB16825542.70 ms200.52 mW8562449708.00 pJ3.011 s22.90 MiB34.20 MiB16821619.40 samples/s51.59 ms195.15 mW10205156420.00 pJ/it
50conv/yolo11n_heavyarch-aPASSPASS0.585 s4.82 MiB19.10 MiB1618008.54 ms350.86 mW2994764012.00 pJ1.897 s10.40 MiB20.59 MiB16180083.80 samples/s11.93 ms299.23 mW3739084612.00 pJ/it
51conv/yolo11n_stemarch-aPASSPASS0.996 s12.86 MiB37.59 MiB16848814.24 ms301.23 mW4289558753.00 pJ1.726 s22.34 MiB32.79 MiB16836223.80 samples/s42.04 ms214.78 mW9030156087.00 pJ/it
52div/after_gemmarch-aPASSPASS0.065 s0.01 MiB0.01 MiB540.01 ms104.70 mW815012.96 pJ0.071 s0.01 MiB0.01 MiB64145000.00 samples/s0.01 ms31.45 mW216167.21 pJ/it
53div/basicarch-aPASSPASS0.057 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.057 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
54div/channel_broadcast_1024arch-aPASSPASS0.060 s0.02 MiB0.01 MiB100.01 ms78.12 mW540030.00 pJ0.056 s0.02 MiB0.01 MiB10145000.00 samples/s0.01 ms2.11 mW13388.67 pJ/it
55div/leading_dimension_broadcastarch-aPASSPASS0.067 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.060 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
56div/runtime_scalar_rhsarch-aPASSPASS0.057 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
57div/scalar_constantarch-aPASSPASS0.054 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.055 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
58gather/3d_input_axis1arch-aPASSPASS0.061 s0.00 MiB0.00 MiB100.00 ms78.08 mW45990.00 pJ0.056 s0.00 MiB0.00 MiB101700000.00 samples/s0.00 ms2.08 mW1174.67 pJ/it
59gather/axis0_matrix_indicesarch-aPASSPASS0.083 s0.00 MiB0.00 MiB100.00 ms78.07 mW54414.00 pJ0.072 s0.00 MiB0.00 MiB101440000.00 samples/s0.00 ms2.07 mW1390.67 pJ/it
60gather/axis1arch-aPASSPASS0.064 s0.00 MiB0.00 MiB100.00 ms78.06 mW62526.00 pJ0.066 s0.00 MiB0.00 MiB101250000.00 samples/s0.00 ms2.06 mW1598.67 pJ/it
61gather/negative_axisarch-aPASSPASS0.078 s0.00 MiB0.00 MiB100.00 ms78.03 mW112134.00 pJ0.064 s0.00 MiB0.00 MiB10697000.00 samples/s0.00 ms2.03 mW2870.67 pJ/it
62gather/negative_indicesarch-aPASSPASS0.062 s0.00 MiB0.00 MiB100.00 ms78.13 mW29376.00 pJ0.062 s0.00 MiB0.00 MiB102670000.00 samples/s0.00 ms2.12 mW748.67 pJ/it
63gemm/alpha_betaarch-aPASSPASS0.068 s0.01 MiB0.01 MiB540.01 ms105.27 mW784908.96 pJ0.070 s0.01 MiB0.01 MiB64153000.00 samples/s0.01 ms32.18 mW210663.21 pJ/it
64gemm/bias_rank2_broadcastarch-aPASSPASS0.063 s0.00 MiB0.01 MiB540.01 ms105.98 mW749484.96 pJ0.063 s0.01 MiB0.01 MiB64168000.00 samples/s0.01 ms33.68 mW200469.21 pJ/it
65gemm/dynamicarch-aPASSPASS0.065 s0.00 MiB0.00 MiB500.00 ms91.48 mW221475.00 pJ0.062 s0.00 MiB0.00 MiB50471000.00 samples/s0.00 ms20.30 mW43105.75 pJ/it
66gemm/dynamic_alphaarch-aPASSPASS0.064 s0.00 MiB0.00 MiB500.00 ms91.42 mW298198.00 pJ0.063 s0.00 MiB0.00 MiB50337000.00 samples/s0.00 ms20.28 mW60117.75 pJ/it
67gemm/dynamic_betaarch-aPASSPASS0.070 s0.00 MiB0.00 MiB500.00 ms91.32 mW398595.00 pJ0.059 s0.00 MiB0.00 MiB50246000.00 samples/s0.00 ms20.21 mW82201.75 pJ/it
68gemm/dynamic_biasarch-aPASSPASS0.066 s0.00 MiB0.00 MiB500.00 ms91.45 mW243703.00 pJ0.063 s0.00 MiB0.00 MiB50422000.00 samples/s0.00 ms20.28 mW48009.75 pJ/it
69gemm/dynamic_bias_alpha_betaarch-aPASSPASS0.061 s0.00 MiB0.00 MiB500.01 ms91.28 mW513811.00 pJ0.077 s0.00 MiB0.00 MiB50188000.00 samples/s0.01 ms20.20 mW107673.75 pJ/it
70gemm/dynamic_transpose_barch-aPASSPASS0.064 s0.00 MiB0.00 MiB500.00 ms91.38 mW118883.00 pJ0.065 s0.00 MiB0.00 MiB50781000.00 samples/s0.00 ms20.51 mW26151.50 pJ/it
71gemm/huge_1024arch-aPASSPASS0.182 s0.01 MiB0.10 MiB73640.02 ms215.04 mW3767885.36 pJ0.220 s0.03 MiB0.10 MiB736436900.00 samples/s0.03 ms148.63 mW4053069.50 pJ/it
72gemm/largearch-aPASSPASS0.074 s0.02 MiB0.03 MiB17160.01 ms140.15 mW1573768.84 pJ0.082 s0.02 MiB0.03 MiB171688800.00 samples/s0.01 ms84.59 mW942235.51 pJ/it
73gemm/large_k_small_narch-aPASSPASS0.142 s0.01 MiB0.01 MiB980.00 ms133.48 mW633769.92 pJ0.119 s0.01 MiB0.01 MiB98194000.00 samples/s0.01 ms76.91 mW390598.09 pJ/it
74gemm/non_squarearch-aPASSPASS0.069 s0.00 MiB0.01 MiB540.00 ms118.96 mW419565.96 pJ0.069 s0.00 MiB0.01 MiB54270000.00 samples/s0.00 ms46.78 mW172713.46 pJ/it
75gemm/scalar_biasarch-aPASSPASS0.062 s0.00 MiB0.01 MiB540.01 ms105.98 mW749484.96 pJ0.066 s0.01 MiB0.01 MiB64168000.00 samples/s0.01 ms33.68 mW200469.21 pJ/it
76gemm/smallarch-aPASSPASS0.058 s0.00 MiB0.00 MiB220.00 ms90.14 mW398436.48 pJ0.059 s0.00 MiB0.00 MiB42327000.00 samples/s0.00 ms61.13 mW188023.48 pJ/it
77gemm/small_k_large_narch-aPASSPASS0.112 s0.01 MiB0.02 MiB1780.01 ms131.01 mW1043061.92 pJ0.100 s0.01 MiB0.02 MiB188141000.00 samples/s0.01 ms47.48 mW336507.17 pJ/it
78gemm/square_weightsarch-aPASSPASS0.080 s0.03 MiB0.08 MiB42400.02 ms151.77 mW3284393.60 pJ0.100 s0.03 MiB0.09 MiB444051800.00 samples/s0.02 ms115.71 mW2278356.60 pJ/it
79gemm/transpose_aarch-aPASSPASS0.063 s0.00 MiB0.01 MiB540.01 ms109.14 mW628868.96 pJ0.062 s0.00 MiB0.01 MiB64212000.00 samples/s0.00 ms38.03 mW179501.21 pJ/it
80gemm/transpose_a_and_barch-aPASSPASS0.070 s0.00 MiB0.01 MiB540.01 ms109.14 mW628868.96 pJ0.080 s0.00 MiB0.01 MiB64212000.00 samples/s0.00 ms38.03 mW179501.21 pJ/it
81gemm/transpose_barch-aPASSPASS0.065 s0.00 MiB0.01 MiB540.00 ms118.96 mW419565.96 pJ0.069 s0.00 MiB0.01 MiB54270000.00 samples/s0.00 ms46.78 mW172713.46 pJ/it
82gemm/transpose_b_with_biasarch-aPASSPASS0.064 s0.01 MiB0.01 MiB540.01 ms110.55 mW557818.96 pJ0.071 s0.01 MiB0.01 MiB54191000.00 samples/s0.01 ms38.98 mW203117.46 pJ/it
83gemm/with_biasarch-aPASSPASS0.064 s0.01 MiB0.01 MiB540.01 ms108.77 mW604966.96 pJ0.062 s0.01 MiB0.01 MiB54175000.00 samples/s0.01 ms37.33 mW213443.71 pJ/it
84gemv/all_constantarch-aPASSPASS0.071 s0.00 MiB0.00 MiB000.00 ms2.00 mW0.00 pJ0.061 s0.00 MiB0.00 MiB000.00 samples/s0.00 ms2.00 mW0.00 pJ/it
85gemv/constant_weightarch-aPASSPASS0.100 s0.00 MiB0.01 MiB640.01 ms111.15 mW573535.96 pJ0.079 s0.00 MiB0.01 MiB84235000.00 samples/s0.00 ms68.14 mW293181.96 pJ/it
86gemv/non_uniform_biasarch-aPASSPASS0.080 s0.00 MiB0.01 MiB640.01 ms109.82 mW609371.96 pJ0.081 s0.00 MiB0.01 MiB84215000.00 samples/s0.00 ms66.23 mW310779.96 pJ/it
87gemv/scalar_biasarch-aPASSPASS0.092 s0.00 MiB0.01 MiB640.01 ms109.82 mW609371.96 pJ0.095 s0.00 MiB0.01 MiB84215000.00 samples/s0.00 ms66.23 mW310779.96 pJ/it
88gemv/uniform_biasarch-aPASSPASS0.090 s0.00 MiB0.01 MiB640.01 ms109.82 mW609371.96 pJ0.149 s0.00 MiB0.01 MiB84215000.00 samples/s0.00 ms66.23 mW310779.96 pJ/it
89matmul/basicarch-aPASSPASS0.089 s0.00 MiB0.00 MiB220.00 ms90.14 mW398436.48 pJ0.071 s0.00 MiB0.00 MiB42327000.00 samples/s0.00 ms61.13 mW188023.48 pJ/it
90matmul/batched_3darch-aPASSPASS0.099 s0.00 MiB0.01 MiB540.01 ms108.59 mW646972.96 pJ0.086 s0.00 MiB0.01 MiB64207000.00 samples/s0.00 ms37.52 mW181507.21 pJ/it
91matmul/batched_3d_dynamicarch-aPASSPASS0.065 s0.00 MiB0.00 MiB400.00 ms92.19 mW167975.00 pJ0.065 s0.00 MiB0.00 MiB50736000.00 samples/s0.00 ms17.42 mW23971.67 pJ/it
92matmul/batched_left_constantarch-aPASSPASS0.069 s0.00 MiB0.02 MiB980.01 ms114.39 mW1009105.92 pJ0.070 s0.01 MiB0.02 MiB118133000.00 samples/s0.01 ms58.19 mW441494.75 pJ/it
93matmul/batched_lhs_broadcastarch-aPASSPASS0.065 s0.00 MiB0.01 MiB540.01 ms109.39 mW621440.96 pJ0.071 s0.00 MiB0.01 MiB64217000.00 samples/s0.00 ms38.52 mW177665.21 pJ/it
94matmul/batched_rhs_broadcastarch-aPASSPASS0.065 s0.00 MiB0.01 MiB540.01 ms108.59 mW646972.96 pJ0.065 s0.00 MiB0.01 MiB64207000.00 samples/s0.00 ms37.52 mW181507.21 pJ/it
95matmul/dynamicarch-aPASSPASS0.061 s0.00 MiB0.00 MiB500.00 ms91.42 mW148195.00 pJ0.080 s0.00 MiB0.00 MiB50628000.00 samples/s0.00 ms20.41 mW32505.75 pJ/it
96matmul/huge_1024arch-aPASSPASS0.188 s0.01 MiB0.10 MiB73640.02 ms215.04 mW3767885.36 pJ0.224 s0.03 MiB0.10 MiB736436900.00 samples/s0.03 ms148.63 mW4053069.50 pJ/it
97matmul/left_constantarch-aPASSPASS0.076 s0.00 MiB0.01 MiB540.01 ms108.86 mW637168.96 pJ0.068 s0.00 MiB0.01 MiB64208000.00 samples/s0.00 ms37.62 mW180976.21 pJ/it
98matmul/matrix_vectorarch-aPASSPASS0.120 s0.52 MiB0.78 MiB1681730.38 ms202.13 mW77751814.88 pJ0.384 s0.97 MiB0.72 MiB1271732250.00 samples/s0.44 ms193.72 mW92630594.79 pJ/it
99matmul/vector_matrixarch-aPASSPASS0.099 s0.01 MiB0.01 MiB980.01 ms118.68 mW879301.92 pJ0.104 s0.01 MiB0.01 MiB98132000.00 samples/s0.01 ms45.10 mW342617.42 pJ/it
100matmul/yolo_attentionarch-aPASSPASS0.526 s1.02 MiB43.44 MiB16808.15 ms170.00 mW1385775865.00 pJ0.796 s13.76 MiB43.56 MiB136065.40 samples/s15.29 ms166.46 mW2545338467.00 pJ/it
101mul/after_convarch-aPASSPASS0.072 s0.00 MiB0.00 MiB430.01 ms107.64 mW586955.72 pJ0.072 s0.00 MiB0.00 MiB43183000.00 samples/s0.01 ms32.66 mW178132.97 pJ/it
102mul/after_conv_scalar_constantarch-aPASSPASS0.120 s0.00 MiB0.00 MiB430.01 ms107.64 mW586955.72 pJ0.160 s0.00 MiB0.00 MiB43183000.00 samples/s0.01 ms32.66 mW178132.97 pJ/it
103mul/basicarch-aPASSPASS0.061 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.086 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
104mul/channel_broadcast_1024arch-aPASSPASS0.063 s0.02 MiB0.01 MiB100.01 ms78.12 mW540030.00 pJ0.061 s0.02 MiB0.01 MiB10145000.00 samples/s0.01 ms2.11 mW13388.67 pJ/it
105mul/leading_dimension_broadcastarch-aPASSPASS0.064 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
106mul/scalar_constantarch-aPASSPASS0.065 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.066 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
107pool/avg_basicarch-aPASSPASS0.062 s0.00 MiB0.00 MiB100.01 ms78.02 mW931506.00 pJ0.063 s0.00 MiB0.00 MiB1084000.00 samples/s0.01 ms2.02 mW24067.00 pJ/it
108pool/avg_ceil_modearch-aPASSPASS0.062 s0.00 MiB0.00 MiB100.00 ms78.03 mW340146.00 pJ0.057 s0.00 MiB0.00 MiB10230000.00 samples/s0.00 ms2.03 mW8810.67 pJ/it
109pool/avg_explicit_paddingarch-aPASSPASS0.125 s0.00 MiB0.00 MiB100.01 ms78.03 mW688356.00 pJ0.077 s0.00 MiB0.00 MiB10114000.00 samples/s0.01 ms2.03 mW17809.00 pJ/it
110pool/avg_include_padarch-aPASSPASS0.064 s0.00 MiB0.00 MiB100.01 ms78.02 mW663612.00 pJ0.059 s0.00 MiB0.00 MiB10118000.00 samples/s0.01 ms2.02 mW17081.00 pJ/it
111pool/avg_large_channelsarch-aPASSPASS0.069 s0.04 MiB0.02 MiB100.24 ms78.00 mW18399156.00 pJ0.067 s0.04 MiB0.02 MiB104250.00 samples/s0.24 ms2.00 mW471428.00 pJ/it
112pool/avg_non_uniform_stridearch-aPASSPASS0.060 s0.00 MiB0.00 MiB100.01 ms78.02 mW1132254.00 pJ0.060 s0.00 MiB0.00 MiB1069100.00 samples/s0.01 ms2.02 mW29191.00 pJ/it
113pool/avg_real_asymmetric_paddingarch-aPASSPASS0.070 s0.00 MiB0.00 MiB100.03 ms78.02 mW1966692.00 pJ0.073 s0.00 MiB0.00 MiB1039700.00 samples/s0.03 ms2.02 mW50961.00 pJ/it
114pool/max_after_convarch-aPASSPASS0.069 s0.00 MiB0.00 MiB540.01 ms99.12 mW1210689.96 pJ0.074 s0.00 MiB0.00 MiB5481600.00 samples/s0.01 ms28.10 mW344619.71 pJ/it
115pool/max_basicarch-aPASSPASS0.057 s0.00 MiB0.00 MiB100.00 ms78.06 mW324744.00 pJ0.055 s0.00 MiB0.00 MiB10241000.00 samples/s0.00 ms2.06 mW8532.67 pJ/it
116pool/max_ceil_modearch-aPASSPASS0.061 s0.00 MiB0.00 MiB100.00 ms78.07 mW151464.00 pJ0.059 s0.00 MiB0.00 MiB10516000.00 samples/s0.00 ms2.07 mW3972.67 pJ/it
117pool/max_global_style_kernel_equals_inputarch-aPASSPASS0.066 s0.00 MiB0.00 MiB100.01 ms78.01 mW658626.00 pJ0.063 s0.00 MiB0.00 MiB10119000.00 samples/s0.01 ms2.01 mW16871.00 pJ/it
118pool/max_non_square_kernelarch-aPASSPASS0.070 s0.00 MiB0.00 MiB100.01 ms78.02 mW1063068.00 pJ0.063 s0.00 MiB0.00 MiB1073600.00 samples/s0.01 ms2.02 mW27417.00 pJ/it
119pool/max_real_asymmetric_paddingarch-aPASSPASS0.060 s0.00 MiB0.00 MiB100.01 ms78.03 mW814992.00 pJ0.060 s0.00 MiB0.00 MiB1096100.00 samples/s0.01 ms2.03 mW21173.00 pJ/it
120pool/max_same_upperarch-aPASSPASS0.066 s0.00 MiB0.00 MiB100.01 ms78.04 mW625068.00 pJ0.067 s0.00 MiB0.00 MiB10125000.00 samples/s0.01 ms2.04 mW16233.00 pJ/it
121pool/max_stride2_multichannelarch-aPASSPASS0.067 s0.00 MiB0.00 MiB100.02 ms78.02 mW1247274.00 pJ0.074 s0.00 MiB0.00 MiB1062700.00 samples/s0.02 ms2.02 mW32153.00 pJ/it
122reduce_mean/4d_spatialarch-aPASSPASS0.068 s0.00 MiB0.00 MiB300.00 ms92.45 mW29676.00 pJ0.068 s0.00 MiB0.00 MiB302310000.00 samples/s0.00 ms4.54 mW1959.17 pJ/it
123reduce_mean/4d_spatial_keepdims_0arch-aPASSPASS0.072 s0.00 MiB0.00 MiB400.00 ms94.35 mW61801.00 pJ0.070 s0.00 MiB0.00 MiB401210000.00 samples/s0.00 ms19.43 mW16020.25 pJ/it
124reduce_mean/after_convarch-aPASSPASS0.071 s0.00 MiB0.00 MiB530.01 ms106.95 mW571332.72 pJ0.075 s0.00 MiB0.00 MiB53183000.00 samples/s0.01 ms19.71 mW107526.72 pJ/it
125reduce_mean/all_axes_keepdims_0arch-aPASSPASS0.059 s0.00 MiB0.00 MiB200.00 ms79.24 mW30982.00 pJ0.063 s0.00 MiB0.00 MiB202530000.00 samples/s0.00 ms3.31 mW1260.00 pJ/it
126reduce_mean/all_axes_keepdims_1arch-aPASSPASS0.058 s0.00 MiB0.00 MiB100.00 ms78.22 mW17286.00 pJ0.067 s0.00 MiB0.00 MiB104570000.00 samples/s0.00 ms2.22 mW437.33 pJ/it
127reduce_mean/basicarch-aPASSPASS0.068 s0.00 MiB0.00 MiB400.00 ms93.51 mW34881.00 pJ0.061 s0.00 MiB0.00 MiB402600000.00 samples/s0.00 ms5.85 mW2235.67 pJ/it
128reduce_mean/channel_axis_nchwarch-aPASSPASS0.061 s0.03 MiB0.02 MiB400.16 ms93.60 mW15436518.00 pJ0.062 s0.03 MiB0.08 MiB4012900.00 samples/s0.08 ms5.00 mW388853.50 pJ/it
129reduce_mean/keepdims_0arch-aPASSPASS0.067 s0.00 MiB0.00 MiB500.00 ms91.40 mW68368.00 pJ0.056 s0.00 MiB0.00 MiB501300000.00 samples/s0.00 ms20.71 mW16115.50 pJ/it
130reduce_mean/large_dimension_1024arch-aPASSPASS0.057 s0.01 MiB0.00 MiB100.00 ms78.02 mW217278.00 pJ0.056 s0.01 MiB0.00 MiB10359000.00 samples/s0.00 ms2.02 mW5274.00 pJ/it
131reduce_mean/legacy_axes_1_2_keepdims_1arch-aPASSPASS0.055 s0.00 MiB0.00 MiB200.00 ms79.35 mW21505.00 pJ0.058 s0.00 MiB0.00 MiB203620000.00 samples/s0.00 ms3.45 mW898.00 pJ/it
132reduce_mean/legacy_axis1_keepdims_0arch-aPASSPASS0.062 s0.00 MiB0.00 MiB900.00 ms92.50 mW183708.00 pJ0.065 s0.00 MiB0.00 MiB90679000.00 samples/s0.00 ms38.84 mW57998.17 pJ/it
133reduce_mean/legacy_axis1_keepdims_1arch-aPASSPASS0.060 s0.00 MiB0.00 MiB800.00 ms94.56 mW129830.00 pJ0.066 s0.00 MiB0.00 MiB801340000.00 samples/s0.00 ms10.15 mW7594.50 pJ/it
134reduce_mean/legacy_empty_axes_nooparch-aPASSPASS0.051 s0.00 MiB0.00 MiB100.00 ms78.22 mW17286.00 pJ0.055 s0.00 MiB0.00 MiB104570000.00 samples/s0.00 ms2.22 mW437.33 pJ/it
135reduce_mean/legacy_nchw_spatialarch-aPASSPASS0.058 s0.00 MiB0.00 MiB300.00 ms92.45 mW29676.00 pJ0.058 s0.00 MiB0.00 MiB301720000.00 samples/s0.00 ms4.40 mW2552.75 pJ/it
136reduce_mean/legacy_negative_axisarch-aPASSPASS0.057 s0.00 MiB0.00 MiB600.00 ms93.52 mW51717.00 pJ0.060 s0.00 MiB0.00 MiB601760000.00 samples/s0.00 ms8.07 mW4588.50 pJ/it
137reduce_mean/legacy_reduce_all_keepdims_1arch-aPASSPASS0.055 s0.00 MiB0.00 MiB100.00 ms78.22 mW17286.00 pJ0.054 s0.00 MiB0.00 MiB104570000.00 samples/s0.00 ms2.22 mW437.33 pJ/it
138reduce_mean/negative_axisarch-aPASSPASS0.059 s0.00 MiB0.00 MiB600.00 ms93.52 mW51717.00 pJ0.058 s0.00 MiB0.00 MiB601760000.00 samples/s0.00 ms8.07 mW4588.50 pJ/it
139relu/4darch-aPASSPASS0.056 s0.00 MiB0.00 MiB100.00 ms78.18 mW40734.00 pJ0.053 s0.00 MiB0.00 MiB101930000.00 samples/s0.00 ms2.18 mW1014.00 pJ/it
140relu/after_convarch-aPASSPASS0.063 s0.00 MiB0.00 MiB430.01 ms107.89 mW577437.72 pJ0.067 s0.00 MiB0.00 MiB43187000.00 samples/s0.01 ms32.91 mW176189.97 pJ/it
141relu/after_gemmarch-aPASSPASS0.069 s0.01 MiB0.01 MiB540.01 ms105.16 mW790056.96 pJ0.074 s0.01 MiB0.01 MiB64151000.00 samples/s0.01 ms32.04 mW211536.21 pJ/it
142relu/basicarch-aPASSPASS0.060 s0.00 MiB0.00 MiB100.00 ms78.22 mW17286.00 pJ0.057 s0.00 MiB0.00 MiB104570000.00 samples/s0.00 ms2.22 mW437.33 pJ/it
143reshape/4d_to_2d_flattenarch-aPASSPASS0.061 s0.00 MiB0.00 MiB100.00 ms78.28 mW20196.00 pJ0.061 s0.00 MiB0.00 MiB103910000.00 samples/s0.00 ms2.28 mW488.00 pJ/it
144reshape/infer_dim_minus_onearch-aPASSPASS0.055 s0.00 MiB0.00 MiB100.00 ms78.30 mW12684.00 pJ0.058 s0.00 MiB0.00 MiB106250000.00 samples/s0.00 ms2.30 mW308.00 pJ/it
145reshape/same_rankarch-aPASSPASS0.060 s0.00 MiB0.00 MiB100.00 ms78.30 mW12684.00 pJ0.058 s0.00 MiB0.00 MiB106250000.00 samples/s0.00 ms2.30 mW308.00 pJ/it
146reshape/zero_copies_input_dimarch-aPASSPASS0.059 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-aPASSPASS0.060 s0.00 MiB0.00 MiB400.00 ms93.55 mW64833.00 pJ0.063 s0.00 MiB0.00 MiB401880000.00 samples/s0.00 ms5.60 mW2986.00 pJ/it
148resize/nearest_2xarch-aPASSPASS0.058 s0.00 MiB0.00 MiB400.00 ms93.57 mW109761.00 pJ0.059 s0.00 MiB0.00 MiB401450000.00 samples/s0.00 ms5.46 mW3776.00 pJ/it
149resize/nearest_downsamplearch-aPASSPASS0.059 s0.00 MiB0.00 MiB200.00 ms79.45 mW33925.00 pJ0.059 s0.00 MiB0.00 MiB202330000.00 samples/s0.00 ms3.28 mW1360.50 pJ/it
150resize/non_uniform_scalesarch-aPASSPASS0.063 s0.00 MiB0.00 MiB600.00 ms93.58 mW164037.00 pJ0.069 s0.00 MiB0.00 MiB601250000.00 samples/s0.00 ms7.76 mW6207.25 pJ/it
151resize/width_onlyarch-aPASSPASS0.062 s0.00 MiB0.00 MiB200.00 ms79.50 mW53029.00 pJ0.059 s0.00 MiB0.00 MiB201700000.00 samples/s0.00 ms3.20 mW1833.50 pJ/it
152resize/with_sizesarch-aPASSPASS0.061 s0.00 MiB0.00 MiB300.00 ms92.54 mW73756.00 pJ0.068 s0.00 MiB0.00 MiB301700000.00 samples/s0.00 ms4.39 mW2586.75 pJ/it
153sigmoid/4darch-aPASSPASS0.057 s0.00 MiB0.00 MiB100.00 ms78.18 mW40734.00 pJ0.060 s0.00 MiB0.00 MiB101930000.00 samples/s0.00 ms2.18 mW1014.00 pJ/it
154sigmoid/after_gemmarch-aPASSPASS0.063 s0.01 MiB0.01 MiB540.01 ms105.16 mW790056.96 pJ0.062 s0.01 MiB0.01 MiB64151000.00 samples/s0.01 ms32.04 mW211536.21 pJ/it
155sigmoid/basicarch-aPASSPASS0.055 s0.00 MiB0.00 MiB100.00 ms78.22 mW17286.00 pJ0.060 s0.00 MiB0.00 MiB104570000.00 samples/s0.00 ms2.22 mW437.33 pJ/it
156slice/2d_basicarch-aPASSPASS0.056 s0.00 MiB0.00 MiB100.00 ms78.30 mW18948.00 pJ0.055 s0.00 MiB0.00 MiB104170000.00 samples/s0.00 ms2.30 mW491.67 pJ/it
157slice/after_convarch-aPASSPASS0.067 s0.00 MiB0.01 MiB760.01 ms118.19 mW1335082.88 pJ0.074 s0.00 MiB0.01 MiB7687400.00 samples/s0.01 ms47.90 mW547806.13 pJ/it
158slice/default_axesarch-aPASSPASS0.055 s0.00 MiB0.00 MiB100.00 ms78.30 mW18948.00 pJ0.054 s0.00 MiB0.00 MiB104170000.00 samples/s0.00 ms2.30 mW491.67 pJ/it
159slice/large_channel_1024arch-aPASSPASS0.059 s0.01 MiB0.00 MiB100.00 ms78.14 mW221304.00 pJ0.052 s0.01 MiB0.00 MiB10353000.00 samples/s0.00 ms2.14 mW5058.00 pJ/it
160slice/nchw_spatial_croparch-aPASSPASS0.062 s0.00 MiB0.00 MiB100.00 ms78.24 mW101868.00 pJ0.060 s0.00 MiB0.00 MiB10769000.00 samples/s0.00 ms2.24 mW2851.67 pJ/it
161slice/negative_axisarch-aPASSPASS0.054 s0.00 MiB0.00 MiB100.00 ms78.30 mW44004.00 pJ0.055 s0.00 MiB0.00 MiB101790000.00 samples/s0.00 ms2.30 mW1227.67 pJ/it
162slice/negative_indicesarch-aPASSPASS0.056 s0.00 MiB0.00 MiB100.00 ms78.30 mW25212.00 pJ0.054 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.30 mW675.67 pJ/it
163slice/step2arch-aPASSPASS0.054 s0.00 MiB0.00 MiB100.00 ms78.29 mW159876.00 pJ0.053 s0.00 MiB0.00 MiB10490000.00 samples/s0.00 ms2.29 mW4619.67 pJ/it
164softmax/3d_last_axisarch-aPASSPASS0.056 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTED0.056 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTEDUNSUPPORTED
165softmax/basicarch-aPASSPASS0.062 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTED0.058 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTEDUNSUPPORTED
166softmax/channel_axisarch-aPASSPASS0.060 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTED0.067 s0.00 MiB0.00 MiB30UNSUPPORTEDUNSUPPORTEDUNSUPPORTEDUNSUPPORTED
167softmax/large_dimension_1024arch-aPASSPASS0.059 s0.01 MiB0.01 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTED0.054 s0.01 MiB0.01 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTEDUNSUPPORTED
168softmax/negative_axisarch-aPASSPASS0.059 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTED0.060 s0.00 MiB0.00 MiB10UNSUPPORTEDUNSUPPORTEDUNSUPPORTEDUNSUPPORTED
169split/basicarch-aPASSPASS0.114 s0.00 MiB0.00 MiB100.00 ms78.30 mW31554.00 pJ0.067 s0.00 MiB0.00 MiB102490000.00 samples/s0.00 ms2.30 mW861.67 pJ/it
170split/equal_three_wayarch-aPASSPASS0.060 s0.00 MiB0.00 MiB100.00 ms78.30 mW44160.00 pJ0.073 s0.00 MiB0.00 MiB101780000.00 samples/s0.00 ms2.30 mW1231.67 pJ/it
171split/negative_axisarch-aPASSPASS0.061 s0.00 MiB0.00 MiB100.00 ms78.29 mW84786.00 pJ0.059 s0.00 MiB0.00 MiB10925000.00 samples/s0.00 ms2.29 mW2413.67 pJ/it
172split/uneven_channel_axis_4darch-aPASSPASS0.058 s0.00 MiB0.00 MiB100.00 ms78.30 mW18948.00 pJ0.060 s0.00 MiB0.00 MiB104170000.00 samples/s0.00 ms2.30 mW491.67 pJ/it
173sub/after_gemmarch-aPASSPASS0.065 s0.01 MiB0.01 MiB540.01 ms104.70 mW815012.96 pJ0.065 s0.01 MiB0.01 MiB64145000.00 samples/s0.01 ms31.45 mW216167.21 pJ/it
174sub/basicarch-aPASSPASS0.062 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.055 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
175sub/broadcast_rowarch-aPASSPASS0.059 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.077 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it
176sub/channel_broadcast_1024arch-aPASSPASS0.064 s0.02 MiB0.01 MiB100.01 ms78.12 mW540030.00 pJ0.058 s0.02 MiB0.01 MiB10145000.00 samples/s0.01 ms2.11 mW13388.67 pJ/it
177sub/constant_lhs_broadcastarch-aPASSPASS0.057 s0.00 MiB0.00 MiB100.00 ms78.22 mW25188.00 pJ0.061 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW656.67 pJ/it
178sub/leading_dimension_broadcastarch-aPASSPASS0.056 s0.00 MiB0.00 MiB100.00 ms78.22 mW25266.00 pJ0.057 s0.00 MiB0.00 MiB103120000.00 samples/s0.00 ms2.23 mW658.67 pJ/it