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async_batch_infer_analysis.log
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relu_act:
->CPU:
min: 1.8291390631475224e-05
mean: 1.954010734032489e-05
median:1.939115624338683e-05
max: 2.2907468775201775e-05
std: 6.450669471977422e-07
->GPU:
min: 5.8990406273551343e-05
mean: 8.526890389192917e-05
median:9.075272656389188e-05
max: 0.0001357500624976
std: 1.4911838327563606e-05
->MYRIAD:
min: 0.0013216808750087
mean: 0.0014904104879546803
median:0.0014727202265731498
max: 0.0018065174062655
std: 9.672648158324067e-05
relu_act_stacked3:
->CPU:
min: 1.8291390631475224e-05
mean: 1.957473168801016e-05
median:1.9498515641203085e-05
max: 2.2907468775201775e-05
std: 7.162123003278225e-07
->GPU:
min: 8.610906249373329e-05
mean: 9.339887964098908e-05
median:9.257450781774423e-05
max: 0.0001084283593684
std: 5.477857468045266e-06
->MYRIAD:
min: 0.0013546229843939
mean: 0.0014563114169936005
median:0.0014562694062333998
max: 0.0016364746562658
std: 5.953741486773704e-05
relu_act_stacked8:
->CPU:
min: 1.864490624825521e-05
mean: 1.9527993164292212e-05
median:1.9398835945594328e-05
max: 2.1950171884554948e-05
std: 6.479751376554607e-07
->GPU:
min: 8.72748749998209e-05
mean: 9.554055835136414e-05
median:9.496371094996904e-05
max: 0.0001129688281196
std: 5.327214566782641e-06
->MYRIAD:
min: 0.0014538103906147
mean: 0.001590080966061117
median:0.0015861165078092
max: 0.0018065174062655
std: 7.474636638061251e-05
leaky_relu_act:
->CPU:
min: 1.8291390631475224e-05
mean: 1.9566348144077022e-05
median:1.956417187898296e-05
max: 2.1950171884554948e-05
std: 5.861054545019824e-07
->GPU:
min: 6.091785937201166e-05
mean: 8.662473893483378e-05
median:9.32349140612132e-05
max: 0.0001129688281196
std: 1.5085750716793373e-05
->MYRIAD:
min: 0.0013353556875017
mean: 0.0014933627236329704
median:0.0014883304531281
max: 0.0018065174062655
std: 9.606676937828555e-05
leaky_relu_act_stacked3:
->CPU:
min: 1.8291390631475224e-05
mean: 1.961080517354219e-05
median:1.961331250299736e-05
max: 2.0780921857976864e-05
std: 5.979505581535764e-07
->GPU:
min: 8.937306250800248e-05
mean: 9.514706787338591e-05
median:9.33468359392009e-05
max: 0.0001084283593684
std: 5.115573819372198e-06
->MYRIAD:
min: 0.0013597596406498
mean: 0.001469456067387525
median:0.0014868281093782
max: 0.0016364746562658
std: 6.072774339536994e-05
leaky_relu_act_stacked8:
->CPU:
min: 1.864490624825521e-05
mean: 1.950295459085538e-05
median:1.9521617190321194e-05
max: 2.1950171884554948e-05
std: 6.453096911590229e-07
->GPU:
min: 9.288267185070254e-05
mean: 9.824507763944177e-05
median:9.68745156200157e-05
max: 0.0001129688281196
std: 4.78470587402256e-06
->MYRIAD:
min: 0.0014570192031442
mean: 0.0015923788774382934
median:0.0015859661406238
max: 0.0018065174062655
std: 7.268512375729266e-05
tanh_act:
->CPU:
min: 1.8398562502852656e-05
mean: 1.9676326823573714e-05
median:1.9330390628624627e-05
max: 2.2526296874048057e-05
std: 9.05071328119963e-07
->GPU:
min: 6.0668781259209936e-05
mean: 0.00010175796630943969
median:0.00011472410936615
max: 0.0001394825312388
std: 2.5854449358120582e-05
->MYRIAD:
min: 0.001332066890626
mean: 0.0014946327592767364
median:0.0014685249687431002
max: 0.0017724122031381
std: 0.00010717882351223412
tanh_act_stacked3:
->CPU:
min: 1.8398562502852656e-05
mean: 1.9701065432364828e-05
median:1.9447242181058755e-05
max: 2.1558499980756096e-05
std: 7.624365969288976e-07
->GPU:
min: 0.0001050809531193
mean: 0.00011496725634424687
median:0.00011472410936615
max: 0.0001270236406298
std: 4.83699321152997e-06
->MYRIAD:
min: 0.0013841552656117
mean: 0.0014726514619142813
median:0.00144945242969635
max: 0.0016814702968588
std: 7.097601460260844e-05
tanh_act_stacked8:
->CPU:
min: 1.8621250006845003e-05
mean: 1.9725729980990536e-05
median:1.9270023443596074e-05
max: 2.2526296874048057e-05
std: 1.0608121898608611e-06
->GPU:
min: 0.0001161635624953
mean: 0.00012386476562559372
median:0.00012136361718255
max: 0.0001394825312388
std: 6.527856594017832e-06
->MYRIAD:
min: 0.0014549714843496
mean: 0.0015997789433592254
median:0.0015900357187632
max: 0.0017724122031381
std: 8.382837444091177e-05
sigmoid_act:
->CPU:
min: 1.8556359378862908e-05
mean: 1.9441558104441963e-05
median:1.933939061871115e-05
max: 2.2466109385277377e-05
std: 6.574611093445588e-07
->GPU:
min: 5.97336562577766e-05
mean: 9.807720035904606e-05
median:0.00010293047657225
max: 0.0001449198124987
std: 2.5276998346488768e-05
->MYRIAD:
min: 0.001328111109359
mean: 0.001494422335774409
median:0.00147684076561915
max: 0.0017527033281226
std: 0.00010112023916993811
sigmoid_act_stacked3:
->CPU:
min: 1.8765937511489028e-05
mean: 1.933439306700535e-05
median:1.9308781261884178e-05
max: 2.1460078130530743e-05
std: 5.030114103015747e-07
->GPU:
min: 9.709884375297406e-05
mean: 0.00010501884082178452
median:0.00010293047657225
max: 0.0001183322499969
std: 6.419923650134579e-06
->MYRIAD:
min: 0.0013516402187576
mean: 0.0014645996542971844
median:0.0014573104765672998
max: 0.0015813649843892
std: 6.228669222352803e-05
sigmoid_act_stacked8:
->CPU:
min: 1.888898438551223e-05
mean: 1.9547689939614088e-05
median:1.9428703126322944e-05
max: 2.216484372752348e-05
std: 6.256889823586521e-07
->GPU:
min: 0.0001156073906258
mean: 0.00012398178906364377
median:0.00012253418751125
max: 0.0001449198124987
std: 6.593208157972232e-06
->MYRIAD:
min: 0.0014747637343646
mean: 0.0016028593383782877
median:0.0015960948124841999
max: 0.0017527033281226
std: 6.673719595214859e-05
scalar_mult:
->CPU:
min: 1.84773437581498e-05
mean: 1.965300569513791e-05
median:1.9347218753296147e-05
max: 2.654062498663734e-05
std: 1.0697658832674802e-06
->GPU:
min: 8.743032810798468e-05
mean: 9.542001350806477e-05
median:9.28128593642441e-05
max: 0.0001108758750092
std: 6.394107762470199e-06
->MYRIAD:
min: 0.0013266467031201
mean: 0.0014153582158187583
median:0.0014080227890501998
max: 0.0016147127656154
std: 5.8937882400252105e-05
scalar_mult_stacked3:
->CPU:
min: 1.8729078135493182e-05
mean: 1.976110058166114e-05
median:1.9299804677075372e-05
max: 2.654062498663734e-05
std: 1.4084141697626354e-06
->GPU:
min: 8.836060936801005e-05
mean: 9.42199589806152e-05
median:9.23171562448033e-05
max: 0.0001108758750092
std: 5.740857420607626e-06
->MYRIAD:
min: 0.0013266467031201
mean: 0.0013991502343743813
median:0.001398986679689
max: 0.001496614484381
std: 4.1781271789937655e-05
scalar_mult_stacked8:
->CPU:
min: 1.84773437581498e-05
mean: 1.9567354494043343e-05
median:1.9348015626974302e-05
max: 2.3237328122149847e-05
std: 9.725636297052137e-07
->GPU:
min: 8.743032810798468e-05
mean: 9.517591015660958e-05
median:9.242861717950746e-05
max: 0.0001103082343831
std: 6.881712401195394e-06
->MYRIAD:
min: 0.0013471243593699
mean: 0.0014217515375980006
median:0.0014051593437470998
max: 0.0015624729531396
std: 5.600378356316245e-05
small_dense:
->CPU:
min: 1.971043749904311e-05
mean: 3.495735497901128e-05
median:2.5239625003337096e-05
max: 6.729149998818684e-05
std: 1.551203527338224e-05
->GPU:
min: 9.918292187194312e-05
mean: 0.00015227737923146395
median:0.00013728829686950002
max: 0.0002238007500068
std: 4.2600949707969255e-05
->MYRIAD:
min: 0.0013402956093955
mean: 0.001562981633952885
median:0.0015019701640709999
max: 0.0019286925000017
std: 0.00015583650985282266
small_dense_stacked3:
->CPU:
min: 1.971043749904311e-05
mean: 3.569438183248508e-05
median:2.5239625003337096e-05
max: 5.763001561831516e-05
std: 1.4256682438525456e-05
->GPU:
min: 0.0001265474218712
mean: 0.00013865823242204065
median:0.00013728829686950002
max: 0.0001578760156348
std: 7.1232623609465634e-06
->MYRIAD:
min: 0.0014059234531202
mean: 0.0015036303271455753
median:0.0014993494296788499
max: 0.0016323776562501
std: 4.9949712718356865e-05
small_dense_stacked8:
->CPU:
min: 2.9130484392680955e-05
mean: 4.749128222503174e-05
median:5.3787546860917246e-05
max: 6.729149998818684e-05
std: 1.3578218746893393e-05
->GPU:
min: 0.0001892387656425
mean: 0.00020913287500240943
median:0.0002088347109321
max: 0.0002238007500068
std: 6.64148689230053e-06
->MYRIAD:
min: 0.0015771193125146
mean: 0.0017592716884777407
median:0.00176601715625675
max: 0.0019286925000017
std: 8.402590209381498e-05
big_dense:
->CPU:
min: 1.852687501013861e-05
mean: 9.826874527942193e-05
median:4.916536718724274e-05
max: 0.0002310759843737
std: 8.549963347944399e-05
->GPU:
min: 0.0001022188437502
mean: 0.00021732424853269886
median:0.0001790928828029
max: 0.0003919357343704
std: 0.00010703632707220943
->MYRIAD:
min: 0.0013600849218562
mean: 0.0016679864298506538
median:0.0015849764843665001
max: 0.0021831454999983
std: 0.0002286756968456283
big_dense_stacked3:
->CPU:
min: 4.412237501583149e-05
mean: 5.908090820572198e-05
median:4.916536718724274e-05
max: 8.898640626853194e-05
std: 1.4956420092855146e-05
->GPU:
min: 0.0001663059999827
mean: 0.00017989169530790942
median:0.0001790928828029
max: 0.0001947744999881
std: 6.676418557233514e-06
->MYRIAD:
min: 0.0014483741406365
mean: 0.0015816891279296166
median:0.00158399356249105
max: 0.0016992058281175
std: 7.442598321796189e-05
big_dense_stacked8:
->CPU:
min: 0.0001925596718592
mean: 0.00021597065526884063
median:0.00022137400780759998
max: 0.0002310759843737
std: 1.2141741297261273e-05
->GPU:
min: 0.0003424697187313
mean: 0.00036268515478350005
median:0.00036261784374849997
max: 0.0003919357343704
std: 1.0647113495490161e-05
->MYRIAD:
min: 0.0017168336250108
mean: 0.0019606678789072032
median:0.00195978450000205
max: 0.0021831454999983
std: 0.0001050877895234129
simple_conv2d:
->CPU:
min: 0.0002010899375193
mean: 0.0009022201875001451
median:0.0007379698828344
max: 0.0016920694843634
std: 0.0005841921925426047
->GPU:
min: 0.0003231584843774
mean: 0.000835271180987903
median:0.0006815432265625
max: 0.0015206572812473
std: 0.0004825772429814333
->MYRIAD:
min: 0.0049232260781195
mean: 0.005223658071126115
median:0.0052311869140737
max: 0.0055492135312249
std: 0.00016654754926410614
simple_conv2d_stacked3:
->CPU:
min: 0.0007189853124884
mean: 0.0007348343022445815
median:0.0007379698828344
max: 0.0007431281562446
std: 7.763692938325694e-06
->GPU:
min: 0.0006609515625086
mean: 0.0006803951298798844
median:0.0006815432265625
max: 0.0007066921718603
std: 1.0384851203066446e-05
->MYRIAD:
min: 0.004977829750004
mean: 0.005259537791503405
median:0.0052608274999812
max: 0.0054397019531222
std: 9.639053644266845e-05
simple_conv2d_stacked8:
->CPU:
min: 0.0016832895937568
mean: 0.0016864256191401875
median:0.00168613640624925
max: 0.0016920694843634
std: 2.201156569964428e-06
->GPU:
min: 0.0014445973906163
mean: 0.0014881521318361253
median:0.00149028603125595
max: 0.0015206572812473
std: 1.5865372301268185e-05
->MYRIAD:
min: 0.0049232260781195
mean: 0.005038321456544764
median:0.00504145225779945
max: 0.0051578952656257
std: 6.111706061056124e-05
dilated_conv2d:
->CPU:
min: 0.0002019617656401
mean: 0.0008107249918621722
median:0.0006966915781276
max: 0.001468948484387
std: 0.00049069765218032
->GPU:
min: 0.000286440328125
mean: 0.0007884596119810287
median:0.0006355520000056001
max: 0.0014733870156362
std: 0.0004749787008279327
->MYRIAD:
min: 0.0049419368906171
mean: 0.0062837764775410055
median:0.00542351653906785
max: 0.0083230939843588
std: 0.0014279374281241034
dilated_conv2d_stacked3:
->CPU:
min: 0.000602992234377
mean: 0.0006939281137689534
median:0.0006966915781276
max: 0.0007241446249963
std: 1.773490162885288e-05
->GPU:
min: 0.0006184939374804
mean: 0.0006377834916983623
median:0.0006355520000056001
max: 0.0006689053124944
std: 1.0308232481966084e-05
->MYRIAD:
min: 0.0049419368906171
mean: 0.005126377629395899
median:0.0051262087734328995
max: 0.0052778429374882
std: 6.451546632841225e-05
dilated_conv2d_stacked8:
->CPU:
min: 0.0014526456718897
mean: 0.001460868760741309
median:0.00146196917967245
max: 0.001468948484387
std: 4.028186181800556e-06
->GPU:
min: 0.0013889845312462
mean: 0.0014304408901377184
median:0.0014314321953179
max: 0.0014733870156362
std: 2.135610851638e-05
->MYRIAD:
min: 0.0082680124999967
mean: 0.00829404268066543
median:0.00829488032032085
max: 0.0083230939843588
std: 1.5143051114820564e-05
strided_conv2d:
->CPU:
min: 0.0001764311406304
mean: 0.0002531014331088094
median:0.0002636600234353
max: 0.0002911490468875
std: 2.1592649477872175e-05
->GPU:
min: 0.0001691250468809
mean: 0.00018554529467702344
median:0.00018732012499350002
max: 0.000199601703116
std: 6.81350838774926e-06
->MYRIAD:
min: 0.0020190407031464
mean: 0.0024117699594729558
median:0.0024485889765485996
max: 0.0026777715156072
std: 0.00014956671155220213
strided_conv2d_stacked3:
->CPU:
min: 0.0001764311406304
mean: 0.0002452402548848718
median:0.00023705186718809998
max: 0.0002735982656076
std: 2.2433317740651776e-05
->GPU:
min: 0.0001691250468809
mean: 0.00018476882763613747
median:0.0001857016093822
max: 0.000199601703116
std: 8.151153648663844e-06
->MYRIAD:
min: 0.0020190407031464
mean: 0.0023865461762699446
median:0.0024371376249803
max: 0.0026777715156072
std: 0.00016481514614456128
big_conv2d:
->CPU:
min: 0.0003900236093556
mean: 0.002879562930500459
median:0.0024375929296951
max: 0.0057753623906364
std: 0.002176947503351218
->GPU:
min: 0.0003470873593585
mean: 0.0013373990496404614
median:0.00111004982812795
max: 0.0027023956249934
std: 0.0009002934415141208
->MYRIAD:
min: 0.0034681409218819
mean: 0.004868038104166979
median:0.004671646148452099
max: 0.0059138022968738
std: 0.0007757328661003232
big_conv2d_stacked3:
->CPU:
min: 0.0023747309375039
mean: 0.002439466958004513
median:0.0024375929296951
max: 0.00255276251562
std: 2.3456457249353974e-05
->GPU:
min: 0.0010965979218724
mean: 0.0011225170620105499
median:0.00111004982812795
max: 0.0013364120468679
std: 4.1590020129645414e-05
->MYRIAD:
min: 0.0034681409218819
mean: 0.004062484354492704
median:0.0041104305234398
max: 0.0043476292187563
std: 0.00018183055685583072
big_conv2d_stacked8:
->CPU:
min: 0.0057247181718764
mean: 0.005738317375490297
median:0.0057369569609306
max: 0.0057753623906364
std: 9.478446262986244e-06
->GPU:
min: 0.0024922123437534
mean: 0.0025309804721693366
median:0.0025247115390527
max: 0.0027023956249934
std: 3.378720312320374e-05
->MYRIAD:
min: 0.0058761134062592
mean: 0.005899197918459671
median:0.0059009733671899
max: 0.0059138022968738
std: 9.914084858157888e-06
small_conv2d:
->CPU:
min: 0.000189368578134
mean: 0.0009019386251628384
median:0.00073186196874525
max: 0.0016933955937474
std: 0.000582345985895698
->GPU:
min: 0.0002886331093918
mean: 0.0006820676824542522
median:0.0005605958124873999
max: 0.0012446794843867
std: 0.00037428851309114956
->MYRIAD:
min: 0.0038749765156183
mean: 0.004520892610188979
median:0.0045421110624914
max: 0.004845387500012
std: 0.00016949414928080735
small_conv2d_stacked3:
->CPU:
min: 0.0006484259062347
mean: 0.0007256841484339342
median:0.00073186196874525
max: 0.0007400486406083
std: 2.092486896850583e-05
->GPU:
min: 0.0005518039531295
mean: 0.0005621895991198596
median:0.0005605958124873999
max: 0.0005845065937535
std: 8.879001109069412e-06
->MYRIAD:
min: 0.0038749765156183
mean: 0.004622624894528426
median:0.0046333675703067005
max: 0.004845387500012
std: 0.00018311476485843454
small_conv2d_stacked8:
->CPU:
min: 0.0016665011406189
mean: 0.0016851109321284752
median:0.0016865837578022998
max: 0.0016933955937474
std: 5.366305361490295e-06
->GPU:
min: 0.0011585733281265
mean: 0.0011881601098657278
median:0.00118425264844285
max: 0.0012446794843867
std: 2.277138174683864e-05
->MYRIAD:
min: 0.0042109319375072
mean: 0.004426878533694225
median:0.0044380733124995495
max: 0.0045866217031402
std: 7.605154402688046e-05
many_conv2d:
->CPU:
min: 0.0025336855468651
mean: 0.11894217344010193
median:0.0852517919374946
max: 0.2697050117031097
std: 0.11124290467555824
->GPU:
min: 0.0038332901562512
mean: 0.08325252496126277
median:0.05992120764062745
max: 0.1861134914531135
std: 0.07613535445488288
->MYRIAD:
min: 0.0616725752968534
mean: 0.155539860942057
median:0.09381830222655195
max: 0.3490401741093762
std: 0.10716836860238164
many_conv2d_stacked3:
->CPU:
min: 0.0851495688749821
mean: 0.08526134575292764
median:0.0852517919374946
max: 0.0854409302343981
std: 7.536993683551176e-05
->GPU:
min: 0.0597750450624801
mean: 0.05991991716748223
median:0.05992120764062745
max: 0.0600555611250115
std: 6.688743715988197e-05
->MYRIAD:
min: 0.0930268159062279
mean: 0.09535767818310247
median:0.09381830222655195
max: 0.1006800871874986
std: 0.0028047273036247975
many_conv2d_stacked8:
->CPU:
min: 0.2684552441406254
mean: 0.2688676409555635
median:0.2689085125312545
max: 0.2697050117031097
std: 0.0002748606667012232
->GPU:
min: 0.1853440897656355
mean: 0.18594937954052512
median:0.186026621304677
max: 0.1861134914531135
std: 0.00018249588132422908
->MYRIAD:
min: 0.2668014726250192
mean: 0.30431577351171946
median:0.3110646329921991
max: 0.3490401741093762
std: 0.028861440804952974
few_conv2d:
->CPU:
min: 0.0001682695937574
mean: 0.0004444203321943689
median:0.0003661918515689
max: 0.0007210833906299
std: 0.00019364904812335353
->GPU:
min: 0.0002084851406323
mean: 0.00039144977750573827
median:0.00033762294529530003
max: 0.0006695068124997
std: 0.00016960889955331063
->MYRIAD:
min: 0.0026637017031134
mean: 0.003049563915691432
median:0.0030590064843920503
max: 0.0033661181718684
std: 0.00015996330134915768
few_conv2d_stacked3:
->CPU:
min: 0.000304552437484
mean: 0.00036080946728750635
median:0.0003661918515689
max: 0.0003849097812462
std: 2.155572569492692e-05
->GPU:
min: 0.000323813109361
mean: 0.00033623943994415614
median:0.00033762294529530003
max: 0.000344890578134
std: 5.605284960467694e-06
->MYRIAD:
min: 0.0026637017031134
mean: 0.0031129909829087947
median:0.0031491787656392004
max: 0.0033661181718684
std: 0.00017935860192091688
few_conv2d_stacked8:
->CPU:
min: 0.0006798394843769
mean: 0.0007087397548807846
median:0.0007058532187471
max: 0.0007210833906299
std: 8.967644430331039e-06
->GPU:
min: 0.0005988582968825
mean: 0.0006208883901343561
median:0.0006185412187562
max: 0.0006695068124997
std: 1.4303071335852454e-05
->MYRIAD:
min: 0.002875191484378
mean: 0.003088812130860275
median:0.00311456926563375
max: 0.0032538674375075
std: 0.00011470101126195803