MKL-DNN #543 logs

channel_first.txt

mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi16o,num:1,12x1x5x5,0.480957
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nchw fwei:Ohwi16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,1.02783
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.83276
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.350098
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi16o,num:1,12x1x5x5,1.14111
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nchw fwei:Ohwi16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,1.9248
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.01807
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,3.38989
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.4021
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.205078
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.288086
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.90698
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.99512
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,16.9141
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.91089
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.230957
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.06909
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.99097
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.177
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,4.39917
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,3.65601
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.214111
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.26001
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.98804
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,10.803
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,3.03882
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.55713
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x3x3,0.193115
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.280029
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,2.34717
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.59497
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,11.6472
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.88501
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.193848
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x3x3,0.204834
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.46313
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,2.59888
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.72607
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.38599
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.189941
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.398193
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.58911
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.42798
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.87695
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.40112
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.21582
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.375
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.56592
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.16309
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.57788
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.32715
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.380859
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,1.53101
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.802
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.43604
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.90112
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.46802
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x3x3,0.677002
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,1.13184
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.317871
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.253906
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.690918
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,1.29883
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.498047
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.227051
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.805908
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.952148
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.380127
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.762939
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,1.41089
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.82202
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.356934
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,8.70703
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,1.052
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x3x3,1.396
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.06714
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,1.15894
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.437012
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.432861
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.84082
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x3x3,0.510986
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.451904
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.234863
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.676025
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,2.23291
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,1.99609
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.728027
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.693115
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,1.00098
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.56494
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.11304
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.537109
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.678955
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.62793
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.909912
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.521
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.10205
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,6.10498
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,6.4209
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x3x3,0.612061
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.809082
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,1.427
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.06421
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic192ih40iw64,0.485107
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.74585
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.339844
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.818848
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi16o,num:1,12x1x5x5,0.537109
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,2.19092
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x3x3,1.13794
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nchw fwei:Ohwi16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,1.91309
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,1.88501
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,3.18506
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.646
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,1.20605
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.11206
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.25708
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.344971
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.776123
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.503174
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,1.09497
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.438965
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.43701
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,2.14697
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.54297
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,1.14917
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.59692
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,8.95996
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,12.0161
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x3x3,1.33813
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,0.962158
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic192ih40iw64,0.22998
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.151123
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.21118
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.48901
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.154053
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.10205
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.40381
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.156006
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.12305
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.6001
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x3x3,0.155029
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,1.46411
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.27588
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.152832
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.44995
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.323
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.152832
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.479
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.31812
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.144043
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.55811
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.32202
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.1521
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.34595
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.27002
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x3x3,0.155029
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,0.967041
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.292969
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.494141
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.688965
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.237061
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.483154
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.839844
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.346191
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.49292
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.675049
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.308105
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.510986
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.721924
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.867188
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x3x3,0.519775
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,0.721924
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.330078
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.490967
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.656982
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.291016
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.493896
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.718018
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.615967
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.217041
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.16113
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.447998
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.48999
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.743164
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.334961
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x3x3,0.531982
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,0.718994
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic192ih40iw64,0.290039
mkldnn_verbose,exec,concat,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:3,1x576x40x64,0.684814
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.787842
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.30811
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.332031
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.762939
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.18311
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.774902
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.722168
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.33398
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.305908
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.868896
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.34595
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.828857
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.546875
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.2771
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.500977
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.743164
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.08496
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.848145
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.708008
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.11182
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.299805
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.848145
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.16479
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.891846
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x576x40x64,0.485107
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x192x40x64,0.479004
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x192x40x64,0.695068
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,192x96x2x2,0.60498
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,192x96x2x2,0.498047
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,0.559082
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,0.730957
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,0.988037
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,0.980957
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,0.762207
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,1.02905
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x80x128x96,1.32788
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x80x128x96,0.918945
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.511963
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.797852
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,0.937012
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,0.479004
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.532959
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.75
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,1.34692
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.916016
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.25708
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.458008
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.876221
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.28101
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.509033
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.14209
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.654053
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.396973
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.969971
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.33179
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.470947
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.889893
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.23901
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.453857
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.890137
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.29395
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.519043
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.02588
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.531006
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,0.674072
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.637939
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x96x80x128,0.927002
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,0.928955
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,96x48x2x2,0.566895
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x96x80x128,0.645996
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,0.715088
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,0.479004
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,96x48x2x2,1.31299
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,0.781982
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,1.79395
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x160x256x48,1.96118
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,0.971924
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.905029
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,1.26099
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,1.98413
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x160x256x48,1.875
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.531982
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,1.90991
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.63403
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,0.789062
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.700928
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.802002
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,1.30908
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.60083
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.14697
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.737061
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,1.58984
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.700928
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.883789
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.50293
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.15601
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.661133
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,1.01807
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,1.56714
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.27197
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.50708
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.891113
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.74219
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,1.22485
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.962891
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x48x160x256,1.11499
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.567871
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.77417
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.666992
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,48x24x2x2,1.13013
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,1.40308
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,1.21606
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x48x160x256,0.935059
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,1.05396
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,48x24x2x2,0.517822
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,0.796143
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,0.892822
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x320x512x24,3.05884
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,1.63306
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,0.880127
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,2.11401
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,1.10596
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x320x512x24,7.90088
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,0.478027
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,1.34106
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,5.20996
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.58301
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.349121
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.39014
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.5481
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,1.26318
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.59302
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.53906
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,5.21387
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.30591
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.573
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.4021
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.39795
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.58691
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,1.26099
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.55005
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.52222
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.281006
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.37891
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.58008
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,1.33105
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.56885
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.43506
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x24x320x512,2.32202
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.84692
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.39404
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,24x12x2x2,0.52002
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,2.54785
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,2.62793
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x24x320x512,1.97095
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,2.62305
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,24x12x2x2,3.16821
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,2.91602
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,2.3938
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x640x1024x12,2.52417
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,0.990967
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x12x640x1024,4.01001
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,2.55103
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,1.43115
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x640x1024x12,2.49414
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,0.775879
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.87891
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x12x640x1024,2.74805
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.19995
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,2.54785
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,3.64404
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.22412
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.04907
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.58813
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.31787
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.10986
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.53076
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.18213
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.09717
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.58008
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.34302
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.49219
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.2439
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.21899
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.34692
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.45312
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.25708
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,2.38403
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,3.44092
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.39307
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,8.00098
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.4021
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.18286
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.33618
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.399902
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,2.12695
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.00977
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,3.28882
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.33789
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.14502
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.495117
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,2.1521
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.10693
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,3.21289
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.39697
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.26001
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.23291
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.23218
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.30713
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,4.21313
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.28003
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.41504
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.223877
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,3x12x1x1,1.10986
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.33496
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,3.86304
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,3.55005
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic3ih640iw1024,1.94287
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x3x640x1024,1.11694
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,3x12x1x1,0.312012
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,2.1731
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x3x640x1024,2.24292
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic3ih640iw1024,5.06714
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x640x1024x3,1.44385
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x3x640x1024,7.49194
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x3x640x1024,1.76001
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic3ih640iw1024,3.57178
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x3x640x1024,1.42505
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x3x640x1024,4.41602
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x640x1024x3,0.85791
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x3x640x1024,1.23999
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic3ih640iw1024,3.69312
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x3x640x1024,1.06909
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_IOhw16o16i,num:1,3x12x1x1,0.00488281
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_data,fsrc:nChw16c fwei:IOhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,9.88892
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,6.45312
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,3x12x1x1,0.271973
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.24292
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_IOhw16o16i,num:1,3x12x1x1,0.00610352
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_data,fsrc:nChw16c fwei:IOhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,1.62012
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.279053
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,1.54419
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.53394
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,3x12x1x1,0.27002
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.92822
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.176025
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,13.5769
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,129.392
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.483154
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,115.722
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,10.55
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.463135
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.232178
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.28198
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.13501
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.503906
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,10.7358
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,128.754
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.464844
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.56519
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,129.133
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,4.19897
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.33716
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.50708
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.172119
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.53296
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,3.88989
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.150879
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,13.9849
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,117.813
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.616943
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,14.2231
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.148193
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,116.073
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.81787
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.616943
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,29.5601
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.164062
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,13.9771
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,114.144
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.505127
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,14.1548
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,120.242
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,11.0669
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.37793
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.146973
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.34497
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.52588
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,13.342
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.141113
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,13.532
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,134.739
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.75
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,14.657
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.150146
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.29907
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,108.567
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.754883
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,12.908
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.14917
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.32715
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,106.544
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.498047
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.50684
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,13.3879
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.236084
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,120.907
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.28711
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.493896
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.78687
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,13.2429
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.141846
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.34497
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,127.764
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.541016
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,14.823
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.161133
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,13.7278
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,111.638
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.547119
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,14.4109
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.161133
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.41284
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,119.35
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.63916
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.46509
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,1.74121
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x12x640x1024,1.76392
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,111.222
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,5.00513
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,5.75415
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,2.82495
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x12x640x1024,2.34204
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,9.77686
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x12x640x1024,3.02612
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,2.24902
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x12x640x1024,1.50513
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x2x2,0.265869
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,2.08496
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.76196
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,1.28296
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x12x640x1024,3.146
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,3.11401
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x12x640x1024,1.53491
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,1.61816
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x12x640x1024,2.87207
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,16.3359
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x2x2,0.409912
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x2x2,7.74097
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x320x512x24,3.25098
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,1.38696
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,2.90088
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,9.53906
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x12x640x1024,1.83594
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.802
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,1.70923
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.674805
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.81299
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,23.5762
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x2x2,0.276123
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,20.009
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x320x512x24,7.64111
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.468994
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,2.73779
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.39893
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.25708
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.177979
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,1.83984
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.11401
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.41089
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,32.731
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,20.002
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.699219
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.937012
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.69312
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,1.8999
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,2.17798
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.52002
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.69897
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.631104
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.78906
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,24.6218
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.305908
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,18.021
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,1.33984
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,2.81885
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.46191
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.33203
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.204102
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.218994
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.91284
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.52612
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,33.5068
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,25.644
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.443115
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,1.44507
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.78198
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,1.8811
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,0.97998
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,1.99683
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,2.30005
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.79077
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,5.98999
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.73315
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,17.6399
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x24x320x512,19.031
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,1.90015
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,2.24609
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x2x2,0.63501
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,2.58179
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,2.18408
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,0.665039
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.3772
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,1.74316
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,2.60107
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,2.39893
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,4.18994
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.54712
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x2x2,3.24194
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x160x256x48,1.81519
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,1.76001
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.74902
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,1.56519
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x24x320x512,1.52002
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.96094
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.20093
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.396
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,1.64209
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,2.42896
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.519043
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.390869
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.851074
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.375
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x2x2,9.62305
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.9729
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,1.20898
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,1.41699
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,3.53882
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,0.779053
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,2.6001
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.198
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.40405
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,2.26294
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,2.76807
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,1.06982
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,0.538086
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,4.74097
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.672852
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.19922
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.38599
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x2x2,8.57593
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,5.06592
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x160x256x48,2.13892
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,0.979004
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.563965
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.630859
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.875977
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,9.48804
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,5.49292
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,1.37988
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.09912
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,1.23901
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.959961
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,1.05713
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.17798
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.791016
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,9.6792
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,5.323
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x48x160x256,1.13208
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.08203
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,1.17896
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,0.667969
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x2x2,0.640137
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.85498
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,1.03296
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.647949
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,1.08398
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.4668
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.44189
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,8.84497
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.00415
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,0.874023
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,1.16797
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x2x2,0.589111
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x80x128x96,0.836182
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.968018
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,0.819092
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.488037
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.811035
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.39185
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,9.5459
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.90918
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.487061
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.924072
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.01611
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,0.989014
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.69116
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,1.48999
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.854004
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,0.98291
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.723145
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.842041
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,6.73315
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.11987
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,1.16089
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.16699
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x48x160x256,1.41797
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.945068
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,0.796143
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.521973
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x2x2,0.644043
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.694092
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,1.43896
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.36304
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,5.45288
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.82007
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,0.868896
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.05688
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,0.723877
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,1.39111
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.587891
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x2x2,0.804932
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,1.06592
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x80x128x96,1.45801
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.5061
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,5.53906
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.55884
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.685791
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.818115
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.958984
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.809082
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,6.44312
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.87793
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,0.77002
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.821045
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,0.928955
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.592041
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.762939
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.798096
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,1.40283
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.36499
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x96x80x128,5.5481
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.91602
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,0.621826
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.650146
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x2x2,0.854004
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.839111
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,1.02905
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.644043
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x192x40x64,0.646973
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,1.53589
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,1.14795
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.21704
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,5.40601
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.01099
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,1.06714
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.721924
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x2x2,0.915039
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.909912
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x40x64x192,0.75
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.694092
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x192x40x64,1.18188
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.41187
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,192x96x2x2,5.36304
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.63208
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,0.458984
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,0.471191
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,1.56104
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,2.06201
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x80x128x96,1.27197
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.647949
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.862061
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,1.17505
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,0.74707
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,0.690918
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.610107
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.776123
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,1.19604
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.271
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x96x80x128,0.682129
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.768066
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,0.74292
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.394043
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x2x2,0.904053
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.32397
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,0.928955
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.369141
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x192x40x64,1.20117
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,1.55396
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.654053
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,1.47998
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.562988
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,0.718994
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.816162
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,1.38208
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.09204
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x2x2,0.619873
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.618896
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x40x64x192,0.89502
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,0.999023
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x96x80x128,0.324951
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,96x48x2x2,0.188232
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,0.268066
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,0.621094
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,0.429932
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x160x256x48,1.51904
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.268799
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,0.683105
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.891113
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.674072
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.254883
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.520996
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.829102
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.983887
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.531982
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.86499
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.366943
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.489014
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,0.677002
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.748779
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,0.948975
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x48x160x256,0.586914
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,48x24x2x2,0.312012
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,0.458984
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,0.89209
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,0.814209
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x320x512x24,2.18311
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,0.419922
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,1.24487
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.220947
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.41187
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.24487
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.154053
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.35815
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.33398
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.152832
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.68091
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.26807
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.154053
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.38306
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,1.21777
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.22705
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x24x320x512,1
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,24x12x2x2,0.1521
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,1.3501
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,2.42383
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,1.40308
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x640x1024x12,2.58594
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:blocked fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,0.774902
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x12x640x1024,1.77393
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.158936
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.20996
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.40503
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.154053
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.31396
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.40112
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.150146
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.22095
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.41504
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.156982
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.12085
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.2959
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.149902
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.29199
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.3689
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.151855
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.30103
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.08081
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.144043
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.13989
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.07397
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.152832
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.21411
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,2.37085
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,3x12x1x1,0.47583
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,1.74902
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic3ih640iw1024,1.92212
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x3x640x1024,1.02319
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x3x640x1024,0.459961
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x640x1024x3,7.88403
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x3x640x1024,1.20508
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic3ih640iw1024,3.41504
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x3x640x1024,0.903809
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,1.34692
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,3x12x1x1,0.259033
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_IOhw16o16i,num:1,3x12x1x1,0.00585938
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_data,fsrc:nChw16c fwei:IOhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,1.61987
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.15112
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.254883
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.34717
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,78.2542
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.164062
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.13403
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.292969
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,10.667
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,76.958
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.262939
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.33813
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,3.99487
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.455078
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.31201
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,78.54
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.263916
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.29004
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.144043
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,13.876
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,77.407
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.37793
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.35083
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.09302
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.342041
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,13.7119
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,79.103
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.165039
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.48999
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.150879
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,13.8301
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,77.3049
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.261963
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.36377
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.30005
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.186035
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,10.7041
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,78.563
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.166016
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.37891
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.158936
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,13.7371
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,77.595
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.370117
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.46191
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,3.28491
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x12x640x1024,1.99805
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.46216
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,1.83179
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x12x640x1024,1.552
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x12x640x1024,1.91187
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x12x640x1024,2.52515
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,1.49805
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x2x2,0.26709
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,16.198
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,1.98315
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x2x2,6.12793
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,0.943848
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x320x512x24,2.33179
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,2.47314
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.41211
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,17.6418
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.701904
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.6521
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.72803
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.27686
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.494141
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,21.5181
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,8.70386
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.458008
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,1.67603
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.34497
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.534912
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,21.7109
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,9.12891
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.458984
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.72705
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,9.84497
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.896
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,21.4219
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.322021
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,1.73413
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,3.11011
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.50513
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.32104
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.16113
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x24x320x512,1.04297
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,1.43384
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,1.81592
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,2.27808
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,4.12793
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x2x2,0.228027
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x2x2,0.487793
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,0.855957
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,0.906982
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x160x256x48,1.70117
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,0.610107
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.443115
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,7.87598
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,5.2041
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.07397
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.797119
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.672852
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,8.04004
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,5.38501
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.26904
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.880859
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,0.708984
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.3479
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,7.91699
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,5.2959
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.22998
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.885986
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.714111
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,7.94995
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,5.39209
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.28394
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.791992
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,0.714844
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,1.32202
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,0.931152
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.662842
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,1.00317
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x48x160x256,0.818848
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,1.67993
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,0.60498
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x2x2,0.465088
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,0.774902
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,1.05298
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,2.09009
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x2x2,0.73999
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,0.445068
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x80x128x96,0.906006
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,0.669189
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.416992
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,5.00684
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.89819
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.10693
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.783936
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.699951
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,5.08398
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.08301
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.63599
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.04614
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.760986
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.564941
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,5.20801
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.3562
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.36792
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.717041
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.412109
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,5.46509
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.30396
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.41992
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.711914
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,1.19409
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,0.719971
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,0.75
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.285889
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,0.607178
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x96x80x128,0.696045
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,1.396
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,0.5
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x2x2,0.432861
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,0.768066
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,1.20483
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,0.96582
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x192x40x64,0.476074
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x2x2,0.690918
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_blocked,num:1,1x40x64x192,0.410889
mkldnn_verbose,exec,concat,simple:any,undef,in:f32_nchw out:f32_nchw,num:3,1x576x40x64,0.88501
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x576x40x64,0.718018
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,0.406982
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,9.58813
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,9.65186
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.84106
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,1.36694
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,3.02905
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,9.61694
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,9.99316
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.8269
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,1.07886
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x576x40x64,3.84106
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,0.592041
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,9.51807
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,9.90479
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.84204
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,1.14185
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,3.49414
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,9.57007
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,9.76318
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,0.737061
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,5.08887
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x576x40x64,2.23999
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,1.37915
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,6.24023
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,1.09106
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,4.68286
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.73682
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,2.43311
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,6.52905
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,0.906006
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.53296
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,1.04004
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x576x40x64,3.27783
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,0.371094
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,6.31299
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,0.950928
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,4.93311
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,5.16992
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,0.324951
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,5.98193
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,1.71606
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,7.02808
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,4.91187
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x576x40x64,3.42383
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_blocked,num:1,1x192x40x64,0.845947
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_blocked,num:1,1x192x40x64,0.947021
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_blocked,num:1,1x192x40x64,0.64502
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_nChw16c,num:1,1x192x40x64,0.401123
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_nChw16c,num:1,1x192x40x64,0.377197
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic192ih40iw64,0.428955
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic192ih40iw64,2.67285
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,3.45386
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,1.19019
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x3x3,0.582031
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x3x3,0.814941
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,192x96x3x3,0.688965
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,192x96x3x3,0.823975
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,1.19995
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,0.89209
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.563965
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,5.27783
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,6.19604
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.47314
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.763916
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.06396
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.943115
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,1.06299
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.89893
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.37695
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.575928
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,5.25586
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,6.23291
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.45117
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.742188
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.667969
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.709961
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,1.27588
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.85205
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.30591
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.837891
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.571045
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.515137
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.678955
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,0.979004
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,5.5459
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,6.30884
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.52197
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.821777
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.735107
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.817871
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,1.01318
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.73486
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.35205
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.698975
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,5.21216
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,6.15405
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.57593
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.659912
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.13794
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.911865
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,1.04004
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.81592
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.552
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,1.17188
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,0.772217
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,1.9729
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,1.91577
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.513916
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,3.76904
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,5.16113
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,1.93091
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x3x3,0.896973
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x3x3,0.802002
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x48x3x3,0.858154
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x48x3x3,0.841064
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,1.28906
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,1.03223
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.716797
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,8.04199
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,12.1919
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.75
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.769043
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.663086
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.910889
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.375
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.97705
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.42603
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.971191
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.26221
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,8.3811
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.45117
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,8.61816
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.28809
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.12012
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.18604
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.80298
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.43604
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,1.01807
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,0.73999
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.76001
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,1.31494
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,1.70581
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.25293
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,8.78589
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.30884
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,8.47681
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.34497
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.05005
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.16113
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.82104
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.3728
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.802979
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,8.03516
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,12.1841
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.75391
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.780029
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.825928
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.916016
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.07812
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.87012
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.78394
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,2.06201
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,1.46924
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,2.6709
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,3.49097
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.900879
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,2.29712
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,6.45288
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,6.33691
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x3x3,0.893799
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x3x3,0.75
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x24x3x3,0.182861
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x24x3x3,0.578125
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,2.25488
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,1.56201
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,3.99707
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,5.68018
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,34.9749
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,21.8911
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.422119
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.596924
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.156982
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.218994
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.58911
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.51416
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.51587
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,5.64795
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,33.3708
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,19.365
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.690186
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.999023
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.252197
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.180176
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.54688
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.34106
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,3.75977
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,2.81104
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.41699
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.01392
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.64307
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.70215
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,32.957
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,18.1589
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.63501
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.526123
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.171143
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.160156
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.3501
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,4.1001
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,5.51294
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,5.73218
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,33.3379
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,19.0349
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.637939
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.697998
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.224854
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.161865
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.76099
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.28003
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.64893
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,9.24902
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,2.02295
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,4.53296
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,5.37988
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,6.78418
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,41.0652
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,33.5798
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x3x3,0.577148
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x3x3,0.921875
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x12x3x3,0.141113
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x12x3x3,2.56982
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,3.48706
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,2.56104
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,7.36694
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,3.73804
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,133.78
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,125.884
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.608887
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.852783
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.21582
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.917969
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.21704
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.37915
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,5.198
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,3.96094
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,135.165
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,126.754
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.912842
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.950928
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.212891
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.217041
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.50903
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,9.31714
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,11.125
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,5.34399
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,5.69507
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,5.00708
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,2.12109
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,1.84619
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.186035
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,14.001
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,130.073
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,119.343
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,1.11206
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.526855
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.38916
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,5.28491
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,6.4939
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,5.00708
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,134.235
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,132.235
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.720947
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.708008
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.236816
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,1.1731
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.60986
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,3.94995
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.63892
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,3.14307
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x12x640x1024,1.83813
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x12x640x1024,2.76978
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,5.50293
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,5.13599
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,3.72803
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,10.8772
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nchw fwei:Ohwi16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,36.1189
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nchw fwei:Ohwi16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,31.5869
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_Ohwi16o out:f32_hwio,num:1,12x1x5x5,0.540039
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_Ohwi16o out:f32_hwio,num:1,12x1x5x5,0.720947
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_nChw16c,num:1,1x192x40x64,1.23999
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic192ih40iw64,0.312988
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,1.18799
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,192x96x3x3,0.528076
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x3x3,0.85498
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,1.24805
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.721924
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.44702
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.981934
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.905029
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.021
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.322021
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.61206
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.13892
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.875977
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,0.920166
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.741211
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,1.02808
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,0.806885
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,5.36987
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.17505
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.17993
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.768066
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.39917
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.63208
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.685059
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.499023
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.31006
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x96x80x128,0.932861
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x96x80x128,2.021
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.525146
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,1.83594
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x48x3x3,0.591064
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x3x3,1.03296
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,1.43188
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,1.03101
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.83618
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.781006
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.2959
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.73706
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.942871
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.88794
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.725098
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.54688
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.74194
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,1.11792
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.661133
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,1.09302
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.48511
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,8.5
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.58618
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.98901
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.941895
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.86377
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.641113
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.41992
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.88013
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nchw,num:1,1x48x160x256,1.46509
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nchw out:f32_nChw16c,num:1,1x48x160x256,2.22412
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.559082
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,6.56421
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x24x3x3,0.545166
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x3x3,0.608154
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,1.13501
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.16479
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.591064
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,18.5991
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,2.16309
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.27393
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.57593
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,17.4719
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.658936
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,1.08301
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.31909
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,1.56421
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.27002
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.26221
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.199219
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.94385
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,20.1631
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.325928
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.48999
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,17.6931
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.369873
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.415039
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.05493
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x24x320x512,1.17798
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x24x320x512,2.27588
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,2.29492
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x12x3x3,0.638916
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,12.855
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,30.3372
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x3x3,0.166992
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.46802
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.250977
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,13.77
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,76.7932
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.374023
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.27808
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.576904
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,11.9641
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,78.3049
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.395996
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.39795
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.35205
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,1.76489
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.24292
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,6.26196
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,72.126
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.291992
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.26294
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.491943
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.33105
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,10.8362
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,80.1091
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.273926
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nchw out:f32_nChw16c,num:1,1x12x640x1024,1.86011
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,4.51587
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nchw,num:1,1x12x640x1024,1.79785
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nchw fwei:Ohwi16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,19.946
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_Ohwi16o out:f32_hwio,num:1,12x1x5x5,0.248047

channel_last.txt

mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nchw,num:1,1x1x640x1024,3.66895
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nchw,num:1,1x1x640x1024,6.96997
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nchw,num:1,1x1x640x1024,0.614014
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi16o,num:1,12x1x5x5,0.396973
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nchw fwei:Ohwi16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,1.16382
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi16o,num:1,12x1x5x5,4.54004
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_Ohwi16o,num:1,12x1x5x5,0.489014
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nchw fwei:Ohwi16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,1.73096
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nchw fwei:Ohwi16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,1.375
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,2.76904
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.186035
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.07495
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.38086
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,4.38208
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,5.47803
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.66187
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.145996
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.49292
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.139893
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.54907
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.46094
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,5.1001
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,5.06299
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.392822
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.05103
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.19312
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.158936
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.87988
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.76221
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.12402
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.75293
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.06616
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,4.61401
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.311035
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.260986
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.272949
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.78516
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.32495
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,4.31201
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.9209
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.39697
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x3x3,0.162109
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,1.75415
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.510986
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,5.99414
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,8.08301
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x3x3,0.265869
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.27002
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.12793
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.81104
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.70898
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,2.25806
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.92017
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.45093
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x3x3,0.156982
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.207031
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.62183
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,3.98999
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,3.40112
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.35889
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.73389
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,1.52393
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.92017
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.30908
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.49219
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.33398
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.197998
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.220947
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.197998
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.19116
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.26904
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.19312
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,4.71191
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.8728
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x3x3,0.218018
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.7771
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,1.42383
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,1.63599
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.347168
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.178955
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.287842
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.50513
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,1.40405
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.52881
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.822998
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,4.59985
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,7.73511
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.60498
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.408936
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,3.21509
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.60913
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.766113
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,4.86206
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.454102
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.12305
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.381104
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x3x3,0.322021
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,0.979004
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.269043
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.261963
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,1.26196
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.38916
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.299072
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.242188
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.30298
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.27002
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.230957
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.185059
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.40015
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,1.49194
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.52417
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,1.31494
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.45801
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.246826
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.202881
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x3x3,0.217041
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,1.05322
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic192ih40iw64,0.287842
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.156982
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.90796
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,1.89502
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.47803
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.25488
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x3x3,0.181152
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x3x3,0.905029
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,2.29492
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,1.16992
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.313965
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.4729
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.509033
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.325928
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.49097
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.10913
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.245117
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.323975
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.518066
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.893066
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.19507
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.78198
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.48877
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.692871
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.578857
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.923096
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.10107
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.66211
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.479004
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.672119
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.61792
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.895996
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.09497
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.77295
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.625
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.654053
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x3x3,0.509033
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,0.739014
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x3x3,1.28882
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.712891
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,1.05298
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.428955
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,1.23511
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.60791
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.428955
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.780029
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.10693
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.431885
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.125
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,1.63403
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.394043
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.860107
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.1521
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.448975
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.4502
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.479004
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.620117
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.509033
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.801025
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.83984
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.49707
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.437012
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.386963
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.8479
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.15088
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x3x3,0.471924
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,1.13794
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.515869
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic192ih40iw64,0.640137
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x3x3,0.430908
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,0.822998
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic192ih40iw64,0.256104
mkldnn_verbose,exec,concat,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:3,1x576x40x64,0.689941
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.938965
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,7.76489
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.568115
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.708984
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,7.8689
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,4.41602
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.948975
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,7.73389
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.635986
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.837891
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,7.59692
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.35498
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.927979
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,7.71191
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.503906
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.769043
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,7.60889
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,1.81494
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.745117
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,7.63013
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.585938
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,576x576x3x3,0.73291
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,7.61084
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic576ih40iw64,0.907959
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x576x40x64,0.593018
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,192x96x2x2,0.572998
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,192x96x2x2,0.720947
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,192x96x2x2,0.916992
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,0.836914
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,0.708984
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,0.583008
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,0.804932
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,0.865967
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.214844
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,2.17505
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.403076
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.691162
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,1.87109
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.92285
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.510986
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.717041
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,1.35107
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.77417
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.833008
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.827881
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.18701
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.5061
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.440918
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,1.63501
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,1.06104
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.214844
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.505859
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,3.68408
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.43799
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.20703
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.49585
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.524902
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.365967
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.230957
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.50684
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,1.17993
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.67383
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.26416
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,0.287109
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,96x48x2x2,0.163818
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,1.09399
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,1.21582
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,1.29004
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,1.20093
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.17603
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.92603
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.222168
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,1.7981
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.47583
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x96x3x3,0.349121
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,2.58789
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.785889
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.27588
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.243164
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,96x48x2x2,1.46899
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.5752
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic96ih80iw128,1.57593
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,96x48x2x2,2.53613
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,3.00708
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,4.68188
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.315918
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.48584
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,1.83496
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.53809
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.267822
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.767822
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.921143
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,1.698
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.25781
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.640137
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.45703
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.962158
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.468018
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.90088
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,48x24x2x2,0.215088
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.833984
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,3.08691
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,1.26196
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.43604
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.34497
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,4.9231
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,4.45386
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,6.42896
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,5.396
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.796875
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.50391
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.827148
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,2.06421
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.251953
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,2.58496
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.66382
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.23804
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.62402
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,0.548828
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x48x3x3,0.466064
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.27612
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,1.46021
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.50098
mkldnn_verbose,exec,eltwise,jit:avx512_common,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic48ih160iw256,1.85596
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,48x24x2x2,0.50708
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.190186
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,1.17285
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.73901
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,48x24x2x2,4.49316
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.40601
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,1.12891
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.53003
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.4729
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.159912
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.734131
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.78516
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.224121
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.13892
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.69214
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,4.19604
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.60107
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.545898
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.157959
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,4.29297
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.7439
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.98389
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.32788
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.193848
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.362793
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.34106
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.42505
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.87207
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.33301
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,24x12x2x2,0.326904
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.36816
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,0.390137
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,2.81812
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.39209
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.32812
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,11.0591
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,24x12x2x2,0.244141
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,2.69507
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,16.5491
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,8.01099
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.18213
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,4.62598
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,2.33398
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.282959
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x24x3x3,3.02295
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,5.22607
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.59106
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.29785
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,11.1709
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,8.74414
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic24ih320iw512,3.49683
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.229004
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16o16i,num:1,24x12x2x2,0.156982
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.36499
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,4.37012
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,5.38501
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,5.18506
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,10.4858
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,12.8982
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.08911
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.139893
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.95898
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.31592
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.93311
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.69995
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,5.42505
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.202881
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.193848
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.248047
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.84888
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.84595
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.78394
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,24.033
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.8479
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.28906
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.156006
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,6.05103
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.39502
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,5.41797
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.375
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.52612
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.244873
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.942871
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.29102
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,3.47803
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.02686
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.45093
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.758789
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,6.41699
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,4.57812
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.135986
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.71509
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.68799
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,4.75415
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.44189
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.28101
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,4.36084
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,1.51685
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.37622
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,4.81909
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,6.76099
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.521
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,7.91211
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.11499
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,2.45605
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,4.19312
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.435059
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.81299
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,6.62793
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.29395
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,6.771
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.10986
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,7.21606
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,4.05688
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,3x12x1x1,0.608887
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,0.26001
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,1.7771
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,12x12x3x3,3.323
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x3x640x1024,3.52905
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x3x640x1024,2.37085
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.18311
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x3x640x1024,1.69897
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,18.637
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,23.4309
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,3x12x1x1,0.173828
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic3ih640iw1024,9.34619
mkldnn_verbose,exec,eltwise,ref:any,forward_training,fdata:nChw16c fdiff:undef,alg:eltwise_relu,mb1ic12ih640iw1024,12.4402
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,1.83911
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x3x640x1024,2.20312
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x3x640x1024,4.58789
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x3x640x1024,1.53198
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,3x12x1x1,0.153076
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:x fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,6.30103
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x3x640x1024,1.95801
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x3x640x1024,1.96704
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,35.2168
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x3x640x1024,1.60718
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,3x12x1x1,1.15601
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_IOhw16o16i,num:1,3x12x1x1,0.00512695
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_data,fsrc:nChw16c fwei:IOhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,5.86011
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic3ih640iw1024,10.4019
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x3x640x1024,1.62891
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic3ih640iw1024,10.146
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,8.78784
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x3x640x1024,5.47192
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x3x640x1024,1.56519
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.170898
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_IOhw16o16i,num:1,3x12x1x1,0.00488281
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,30.0388
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_data,fsrc:nChw16c fwei:IOhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,1.8291
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,15.8469
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_IOhw16o16i,num:1,3x12x1x1,0.00512695
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,25.9609
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,3x12x1x1,1.47803
mkldnn_verbose,exec,convolution,jit_1x1:avx512_common,backward_data,fsrc:nChw16c fwei:IOhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc3_ih640oh640kh1sh1dh0ph0_iw1024ow1024kw1sw1dw0pw0,1.51196
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,3x12x1x1,0.160156
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,22.6121
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,23.1929
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.173096
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,1.04395
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.3689
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,11.0078
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,163.542
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.520996
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,14.2642
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.208984
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.0752
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,85.9041
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.205078
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,8.07202
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.39502
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.76514
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,111.917
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.25
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,8.104
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.165039
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,84.886
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,2.96191
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.255127
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,14.1702
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,96.8928
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.425781
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,8.11719
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,4.31396
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.152832
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.74512
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,15.812
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.245117
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.86304
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,158.352
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.566895
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,83.5911
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.649902
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,12.4541
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,4.27808
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.375
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.92212
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,14.197
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.62793
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.76001
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,132.575
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.550049
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,81.9929
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.356934
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,14.8088
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.138916
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,8.59302
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,4.27612
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,13.4221
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.146973
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,160.799
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.66187
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.676025
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,14
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.144043
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.29395
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,134.456
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.263916
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,81.2898
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.227051
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,6.09595
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,12.3411
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,11.6699
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.197021
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.94189
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.170166
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,97.6711
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.12891
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.452148
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,14.2209
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,79.4192
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.543945
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,8.71094
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,14.2019
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.193115
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.34302
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,3.37402
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,133.058
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,2.29395
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.70288
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,17.656
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,86.72
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.754883
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,19.002
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,13.938
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.146973
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.156006
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.06104
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.36792
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,109.69
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.562012
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,3.79614
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,8.50781
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,81.4441
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.233887
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,1.08008
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,97.824
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.157959
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.26611
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,15.208
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.208984
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,10.917
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.89404
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,41.603
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.602051
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.66602
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,165.146
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.570068
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,71.7781
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,6.31982
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,8.74805
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,141.764
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.290039
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,12.634
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.187988
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.40283
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.460938
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,18.4951
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,12.5862
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,13.9551
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,3.08301
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x2x2,0.26001
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,4.26904
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,94.752
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.251221
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,37.2549
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,4.01807
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x2x2,1.21289
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,3.78491
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,14.7258
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,6.26001
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x2x2,0.293945
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.162842
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,3.25
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.28198
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,142.128
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.346924
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,39.073
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x2x2,0.23291
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.19507
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,13.4592
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,44.9539
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.434082
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,3.61914
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.154053
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,8.38892
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,10.595
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,9.30908
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.151123
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.97388
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,56.281
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.544922
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,24x12x2x2,0.442871
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,6.13599
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,4.19604
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh2sh2dh0ph0_iw1024ow512kw2sw2dw0pw0,36.1929
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x2x2,0.208984
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,6.00708
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,10.2
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,61.645
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.81909
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.154785
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.91895
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.186035
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,25.479
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.974854
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,2.0481
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.23389
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,1.86816
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,44.6279
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.740967
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,6.20996
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.659912
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.63501
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.19214
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.161865
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.58618
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.463135
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,43.7881
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.169922
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,5.98804
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.160889
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.05713
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.39111
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,50.6482
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,56.7839
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.704102
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.491943
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,3.68896
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.98193
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,39.3071
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.177979
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.166992
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,4.33716
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.9541
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,2.06592
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,1.10303
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.70093
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x2x2,0.302979
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.947021
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,1.0791
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.67603
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,8.41602
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x2x2,0.396973
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.516113
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.321777
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.69287
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,52.364
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.6521
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.870117
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.661865
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.368164
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.33789
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,57.4189
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.272949
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.182129
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,2.04395
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,14.187
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.513184
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,1.33594
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,4.36206
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.8501
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.648193
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,2.06006
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.65894
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.84595
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x2x2,0.158936
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,1.09082
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,12.9729
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,4.51709
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,5.18604
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.919922
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.81689
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.39795
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,27.6079
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.33398
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,9.31396
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x2x2,0.688232
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.438965
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.23291
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,3.01807
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.95288
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,1.73901
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,9.15308
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,51.9841
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x2x2,4.23291
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,14.042
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,2.86108
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.536865
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,2.39087
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,17.978
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x2x2,0.846191
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.75293
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.738037
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,1.09204
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,1.51904
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.5249
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,2.77905
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,3.39209
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.83203
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,6.85986
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,5.46899
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.875977
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.939941
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,1.71094
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,4.34985
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,4.99414
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,5.19897
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.962891
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.731934
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.40796
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.50708
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.58398
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,4.00684
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,8.37378
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,5.16699
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.549072
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.708008
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,48x24x2x2,0.740967
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.431885
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.245117
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,1.79395
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.98901
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,8.49097
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.87793
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.550049
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh2sh2dh0ph0_iw512ow256kw2sw2dw0pw0,8.56592
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.51392
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,1.09009
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.44897
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x2x2,1.40796
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,5.89282
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,5.00098
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.491943
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,3.32593
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.34497
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.29907
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,10.0071
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.575928
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,4.07812
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,8.8811
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,4.29614
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,13.0769
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,1.24805
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.95801
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x2x2,0.458008
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.719971
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,1.4751
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,1.06714
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.653809
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,2.46899
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,2.57104
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x2x2,0.536865
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.719971
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.60083
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x2x2,1.67285
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,1.29907
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.800049
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.31885
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,1.61304
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,2.32202
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.271
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x2x2,0.406982
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.42993
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,4.03711
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,9.49805
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,4.01489
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.799072
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.546143
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,1.16284
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.90698
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.427979
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.263184
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.36304
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.97217
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,6.83398
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.961914
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.97998
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.833008
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.791992
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.397949
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.387939
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,1.17212
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.24585
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.39917
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,9.68408
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,4.979
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.730957
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.16992
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.490234
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.281006
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.52612
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,1.80811
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.708984
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,1.33203
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,96x48x2x2,0.274902
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,3.49805
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,3.53589
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh2sh2dh0ph0_iw256ow128kw2sw2dw0pw0,2.7439
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.657959
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x2x2,0.464844
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.459961
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.577881
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,0.586914
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.662109
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.76392
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,5.46094
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.89893
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x2x2,0.567871
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.229
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,0.368164
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,1.47217
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.810059
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,1.20605
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.362061
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x2x2,0.516113
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.31299
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.34692
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.472168
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.978027
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.533936
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.348877
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.354
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.43994
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.47998
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.638184
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.450195
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.35498
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.4209
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.5
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.714844
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.680176
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,0.706787
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_hwio out:f32_OIhw16i16o,num:1,192x96x2x2,0.349854
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x192x40x64,0.765869
mkldnn_verbose,exec,convolution,jit:avx512_common,forward_training,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,0.88501
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh2sh2dh0ph0_iw128ow64kw2sw2dw0pw0,1.08496
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x2x2,0.529053
mkldnn_verbose,exec,concat,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:3,1x576x40x64,0.976074
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,0.314941
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,1.06201
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,12.751
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,15.3801
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,0.931885
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,6.05298
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,1.02417
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,12.9619
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,15.4409
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,0.896973
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x576x40x64,3.9541
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,8.39795
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,0.937988
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,12.7019
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,15.2468
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,0.858154
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,5.49683
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,1.05591
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,14.9719
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,13.0342
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,0.799072
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x576x40x64,2.02808
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,1.46021
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,1.09912
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,11.884
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,9.97998
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,1.073
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,0.780029
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,2.65112
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,19.6929
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,20.0669
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,1.87305
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x576x40x64,2.26392
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,0.585938
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,1.19482
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,19.355
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,12.51
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,1.03101
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic576ih40iw64,2.67505
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,17.5991
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,576x576x3x3,2.10791
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,576x576x3x3,5.76807
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic576oc576_ih40oh40kh3sh1dh0ph1_iw64ow64kw3sw1dw0pw1,8.55396
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x576x40x64,2.771
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_blocked,num:1,1x192x40x64,1.29199
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_blocked,num:1,1x192x40x64,1.29297
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_blocked,num:1,1x192x40x64,1.37305
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_nChw16c,num:1,1x192x40x64,0.715088
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_nChw16c,num:1,1x192x40x64,0.954834
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_blocked out:f32_nChw16c,num:1,1x192x40x64,1.47314
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic192ih40iw64,0.777832
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic192ih40iw64,0.727051
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,192x96x3x3,0.552979
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,1.11401
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic192ih40iw64,2.84619
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,192x96x3x3,0.894043
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,2.07202
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,1.28809
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,192x96x3x3,0.693848
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x3x3,1.01294
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,4.37109
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,2.03198
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.588867
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x3x3,0.945068
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc192_ih80oh40kh3sh2dh0ph0_iw128ow64kw3sw2dw0pw0,1.40405
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,192x96x3x3,1.13794
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.461914
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.595947
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.74805
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.227051
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.90796
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.37402
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,7.50708
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.53882
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.52417
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.653076
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.83398
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.231934
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.03491
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,9.24512
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,4.49902
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.974121
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.915039
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,3.71582
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.452148
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.453125
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.590088
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.48584
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.501953
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,0.539062
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.88892
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,3.6792
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,1.71216
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,2.24414
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,2.41406
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,3.56006
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.75195
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.440918
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.710938
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.861084
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.91992
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,2.10181
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.25098
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.522949
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.928955
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x96x80x128,0.717041
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.343018
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.401855
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.28491
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,1.20996
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,0.313965
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,1.38794
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.60913
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,3.15918
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,7.69897
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.34814
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.87988
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.399902
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.601074
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,1.74316
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.551025
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,4.69897
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.309082
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.46094
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.29102
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,2.86206
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.511963
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x3x3,0.458984
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,1.05005
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,3.29614
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,1.86401
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x48x3x3,9.23779
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,0.851074
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,0.950928
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,1.28394
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x96x3x3,0.703125
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,2.16895
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,2.31201
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,2.4541
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x96x3x3,1.18188
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic96oc96_ih80oh80kh3sh1dh0ph1_iw128ow128kw3sw1dw0pw1,9.96606
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,5.76611
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,4.66602
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x96x80x128,1.28809
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.808105
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,7.34204
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x48x3x3,3.61792
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,4.63818
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,3.08911
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x96x80x128,5.6311
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,1.63403
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x3x3,0.621094
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic96ih80iw128,0.411865
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,96x48x3x3,0.215088
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.831055
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,1.23193
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.428955
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.79419
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc96_ih160oh80kh3sh2dh0ph0_iw256ow128kw3sw2dw0pw0,3.69604
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.561035
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,96x48x3x3,0.666016
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,4.77515
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,4.56299
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,9.396
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,13.4338
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.427979
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.641113
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,13.2891
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,5.51001
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,9.81592
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,4.82886
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,4.76294
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,5.4231
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,1.26294
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.578857
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,1.18018
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,3.48999
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.05103
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.00415
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,10.385
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,1.06885
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.854004
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,0.724121
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.526123
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,9.20679
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,13.5
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,0.957031
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.601074
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,12.2261
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,4.77808
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.51196
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.531982
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,13.835
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,3.604
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,4.81616
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,9.75
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.719971
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,6.33301
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,6.08496
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,1.26001
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,1.74585
mkldnn_verbose,exec,sum,simple:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x48x160x256,1.6311
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.552002
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.72095
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,0.577148
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.876953
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,1.0481
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,9.0459
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,9.68604
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,11.627
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,3.83789
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,14.0029
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,0.687988
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.655029
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,0.599854
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,1.52808
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,2.79297
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x24x3x3,0.386963
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.39502
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,7.57983
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,1.67407
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,9.41309
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x48x3x3,2.9209
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic48oc48_ih160oh160kh3sh1dh0ph1_iw256ow256kw3sw1dw0pw1,2.93213
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x48x3x3,9.17212
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,13.2002
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x48x160x256,5.80811
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,14.075
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x48x160x256,0.589111
mkldnn_verbose,exec,eltwise,jit:avx512_common,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic48ih160iw256,0.694824
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x3x3,0.578125
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x24x3x3,0.158936
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,6.6311
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,5.86694
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,9.96411
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x3x3,13.481
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,48x24x3x3,0.214111
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,17.6709
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc48_ih320oh160kh3sh2dh0ph0_iw512ow256kw3sw2dw0pw0,1.97388
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,48x24x3x3,0.246094
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.04907
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,14.8108
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,35.2361
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.669189
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.554932
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.177002
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,23.801
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,61.6641
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.70508
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.386963
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.398926
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.94897
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.03296
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.187012
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,6.24512
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.141113
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.24512
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,21.7759
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,11.616
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,35.291
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.246094
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.197998
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,44.3428
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.02881
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.438965
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.16699
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,1.95703
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,8.05786
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,1.03491
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.161133
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.80688
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,38.916
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,6.80688
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.208008
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,1.89795
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,27.918
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x24x320x512,2.70312
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.19116
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,8.38403
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,5.61401
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,1.4939
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,4.27881
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.317139
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,28.3372
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,5.26196
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.157959
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,36.616
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.155029
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,11.292
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,46.3611
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,3.90503
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,22.9709
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,17.8501
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,18.5908
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.229004
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.888916
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.11719
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.430176
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,10.9219
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,2.12793
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,14.8271
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,1.25391
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,12.4819
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x24x3x3,0.174072
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,40.926
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,1.698
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,3.04297
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,2.5
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x24x320x512,2.19897
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,3.98193
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic24oc24_ih320oh320kh3sh1dh0ph1_iw512ow512kw3sw1dw0pw1,43.905
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x24x3x3,0.425049
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x12x3x3,1.43799
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x24x320x512,3.49609
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic24ih320iw512,4.35205
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,40.2151
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,11.124
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x3x3,0.73999
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x12x3x3,0.146973
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,10.677
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,24x12x3x3,0.160889
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,11.8291
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,2.87305
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,68.4722
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x3x3,0.197998
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,2.68481
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,7.23608
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.21313
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc24_ih640oh320kh3sh2dh0ph0_iw1024ow512kw3sw2dw0pw0,74.551
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,24x12x3x3,0.177002
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.157959
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.17993
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,12.0869
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.158203
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,14.3892
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,100.68
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.481934
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,7.91504
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,88.7852
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.539062
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.146973
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,11.7
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,14.2632
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,94.2061
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.26416
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.136963
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,10.0259
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.04907
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.182129
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.39697
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,92.332
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.476074
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,91.6838
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.253174
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,12.7991
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,5.31494
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,95.6841
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.183105
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,13.6418
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.349121
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,9.85693
mkldnn_verbose,exec,sum,ref:any,undef,in:f32_nChw16c out:f32_nChw16c,num:2,1x12x640x1024,11.739
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,5.38281
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.31812
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.187012
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,4.43799
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,8.11792
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,9.29004
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,1.96997
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.150146
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.85815
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,70.415
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.471924
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,8.40479
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.435059
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.4519
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,2.64893
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,141.409
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,141.654
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.721924
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,1.5271
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,12.2361
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.395996
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,10.843
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,91.5708
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.375
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,14.2561
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x12x640x1024,3.28906
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,12.375
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,8.17285
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_OIhw16i16o out:f32_OIhw16o16i,num:1,12x12x3x3,0.236084
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_data,fsrc:nChw16c fwei:OIhw16o16i fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,3.97705
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,2.78711
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,1.8042
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,101.571
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,0.324951
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nChw16c fwei:OIhw16i16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic12oc12_ih640oh640kh3sh1dh0ph1_iw1024ow1024kw3sw1dw0pw1,104.358
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_OIhw16i16o out:f32_hwio,num:1,12x12x3x3,1.75488
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x12x640x1024,1.70703
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nchw,num:1,1x1x640x1024,12.6331
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nhwc out:f32_nChw16c,num:1,1x12x640x1024,2.5498
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,7.86206
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,1.66113
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nchw fwei:Ohwi16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,27.7991
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_Ohwi16o out:f32_hwio,num:1,12x1x5x5,0.352051
mkldnn_verbose,exec,eltwise,ref:any,backward_data,fdata:nChw16c fdiff:nChw16c,alg:eltwise_relu,mb1ic12ih640iw1024,21.3511
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_nChw16c out:f32_nhwc,num:1,1x12x640x1024,2.4939
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nchw,num:1,1x1x640x1024,15.105
mkldnn_verbose,exec,reorder,jit:uni,undef,in:f32_nhwc out:f32_nchw,num:1,1x1x640x1024,1.14307
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nchw fwei:Ohwi16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,20.2549
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_Ohwi16o out:f32_hwio,num:1,12x1x5x5,1.75293
mkldnn_verbose,exec,convolution,jit:avx512_common,backward_weights,fsrc:nchw fwei:Ohwi16o fbia:undef fdst:nChw16c,alg:convolution_direct,mb1_g1ic1oc12_ih640oh640kh5sh1dh0ph2_iw1024ow1024kw5sw1dw0pw2,20.4878
mkldnn_verbose,exec,reorder,simple:any,undef,in:f32_Ohwi16o out:f32_hwio,num:1,12x1x5x5,0.570068