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反复针对相同/不同的图片持续执行PaddleOCRAll.Run()10分钟后stdout显示'dnnl:error' could not execute a primitive并退出进程 #44

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n0099 opened this issue Apr 22, 2023 · 3 comments

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@n0099
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n0099 commented Apr 22, 2023

PaddlePaddle/Paddle#34492
PaddlePaddle/PaddleClas#2024
https://aistudio.baidu.com/paddle/forum/topic/show/1917027
隔壁PaddleOCRSharp .NET封装库的文档也提到了 https://github.com/raoyutian/PaddleOCRSharp/blob/8f3f71ece472583f035975835f4f40bfb0cf4612/doc/README_question_en.md?plain=1#L6-L8

Q: WebAPI部署遇到错误:could not execute a primitive

CPU加速则会遇到,目前官方bug。暂时关闭cpu加速 oCRParameter.Enable_mkldnn = 0;

但上述都只提出直接不用mkldnn以绕过问题,然而openblas跑起来太慢(尽管比mkldnn省内存),我又没有显卡来用cudnn/tensorrt

按照 oneapi-src/oneDNN#914 (comment) 设置DNNL_VERBOSE=2 envvar后的stdout如下:

onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:Acdb8a:f0,,,8x3x3x3,0.00317383
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:Acdb8a:f0,,,8x3x3x3,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit:avx2,forward_inference,src_f32::blocked:abcd:f0 wei_f32::blocked:Acdb8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic3oc8_ih800oh400kh3sh2dh0ph1_iw1216ow608kw3sw2dw0pw1,0.00390625
onednn_verbose,exec,cpu,convolution,jit:avx2,forward_inference,src_f32::blocked:abcd:f0 wei_f32::blocked:Acdb8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic3oc8_ih800oh400kh3sh2dh0ph1_iw1216ow608kw3sw2dw0pw1,2.67505
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,8x8x1x1,0.00292969
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,8x8x1x1,0.00292969
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic8oc8_ih400oh400kh1sh1dh0ph0_iw608ow608kw1sw1dw0pw0,0.00488281
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic8oc8_ih400oh400kh1sh1dh0ph0_iw608ow608kw1sw1dw0pw0,0.668945
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,8x1x1x3x3,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,8x1x1x3x3,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g8mb1_ic8oc8_ih400oh400kh3sh1dh0ph1_iw608ow608kw3sw1dw0pw1,0.00512695
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g8mb1_ic8oc8_ih400oh400kh3sh1dh0ph1_iw608ow608kw3sw1dw0pw1,0.722168
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,8x8x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,8x8x1x1,0.000976562
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic8oc8_ih400oh400kh1sh1dh0ph0_iw608ow608kw1sw1dw0pw0,0.00390625
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic8oc8_ih400oh400kh1sh1dh0ph0_iw608ow608kw1sw1dw0pw0,0.663086
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,32x8x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,32x8x1x1,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic8oc32_ih400oh400kh1sh1dh0ph0_iw608ow608kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic8oc32_ih400oh400kh1sh1dh0ph0_iw608ow608kw1sw1dw0pw0,2.01392
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,32x1x1x3x3,0.00292969
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,32x1x1x3x3,0.00292969
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g32mb1_ic32oc32_ih400oh200kh3sh2dh0ph1_iw608ow304kw3sw2dw0pw1,0.00390625
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g32mb1_ic32oc32_ih400oh200kh3sh2dh0ph1_iw608ow304kw3sw2dw0pw1,1.69189
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,16x32x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,16x32x1x1,0.00292969
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic32oc16_ih200oh200kh1sh1dh0ph0_iw304ow304kw1sw1dw0pw0,0.00415039
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic32oc16_ih200oh200kh1sh1dh0ph0_iw304ow304kw1sw1dw0pw0,0.714111
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x16x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x16x1x1,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic16oc40_ih200oh200kh1sh1dh0ph0_iw304ow304kw1sw1dw0pw0,0.00390625
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic16oc40_ih200oh200kh1sh1dh0ph0_iw304ow304kw1sw1dw0pw0,1.03687
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,40x1x1x3x3,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,40x1x1x3x3,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g40mb1_ic40oc40_ih200oh200kh3sh1dh0ph1_iw304ow304kw3sw1dw0pw1,0.00390625
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g40mb1_ic40oc40_ih200oh200kh3sh1dh0ph1_iw304ow304kw3sw1dw0pw1,0.904053
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,16x40x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,16x40x1x1,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic40oc16_ih200oh200kh1sh1dh0ph0_iw304ow304kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic40oc16_ih200oh200kh1sh1dh0ph0_iw304ow304kw1sw1dw0pw0,0.853027
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x16x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x16x1x1,0.00219727
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic16oc40_ih200oh200kh1sh1dh0ph0_iw304ow304kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic16oc40_ih200oh200kh1sh1dh0ph0_iw304ow304kw1sw1dw0pw0,0.97998
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,40x1x1x5x5,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,40x1x1x5x5,0.00317383
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g40mb1_ic40oc40_ih200oh100kh5sh2dh0ph2_iw304ow152kw5sw2dw0pw2,0.00292969
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g40mb1_ic40oc40_ih200oh100kh5sh2dh0ph2_iw304ow152kw5sw2dw0pw2,0.62793
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x40x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x40x1x1,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic40oc24_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.00317383
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic40oc24_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.3479
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,64x24x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,64x24x1x1,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc64_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc64_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.569092
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,64x1x1x5x5,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,64x1x1x5x5,0.00292969
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g64mb1_ic64oc64_ih100oh100kh5sh1dh0ph2_iw152ow152kw5sw1dw0pw2,0.00415039
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g64mb1_ic64oc64_ih100oh100kh5sh1dh0ph2_iw152ow152kw5sw1dw0pw2,0.737061
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x64x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x64x1x1,0.00292969
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic64oc24_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.00317383
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic64oc24_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.522217
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,64x24x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,64x24x1x1,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc64_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc64_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.571045
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,64x1x1x5x5,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,64x1x1x5x5,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g64mb1_ic64oc64_ih100oh100kh5sh1dh0ph2_iw152ow152kw5sw1dw0pw2,0.00292969
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,g64mb1_ic64oc64_ih100oh100kh5sh1dh0ph2_iw152ow152kw5sw1dw0pw2,0.73999
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x64x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x64x1x1,0.00292969
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic64oc24_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.00317383
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic64oc24_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.591064
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,120x24x1x1,0.00292969
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,120x24x1x1,0.00390625
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic24oc120_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.00415039
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic24oc120_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,1.16284
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,120x1x1x3x3,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,120x1x1x3x3,0.00292969
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g120mb1_ic120oc120_ih100oh50kh3sh2dh0ph1_iw152ow76kw3sw2dw0pw1,0.00292969
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g120mb1_ic120oc120_ih100oh50kh3sh2dh0ph1_iw152ow76kw3sw2dw0pw1,0.297852
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x120x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x120x1x1,0.00512695
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic120oc40_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic120oc40_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.412109
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,104x40x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,104x40x1x1,0.00415039
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic40oc104_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00415039
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic40oc104_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.405029
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,104x1x1x3x3,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,104x1x1x3x3,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g104mb1_ic104oc104_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,0.00292969
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g104mb1_ic104oc104_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,0.194824
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x104x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x104x1x1,0.00512695
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic104oc40_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00317383
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic104oc40_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.328857
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x40x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x40x1x1,0.00415039
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic40oc96_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic40oc96_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.362061
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,96x1x1x3x3,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,96x1x1x3x3,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g96mb1_ic96oc96_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,0.0209961
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g96mb1_ic96oc96_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,0.169189
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x96x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x96x1x1,0.00488281
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic96oc40_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00390625
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic96oc40_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.322021
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x40x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x40x1x1,0.00292969
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic40oc96_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic40oc96_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.359863
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,96x1x1x3x3,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,96x1x1x3x3,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g96mb1_ic96oc96_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,0.00195312
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g96mb1_ic96oc96_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,0.197998
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x96x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,40x96x1x1,0.00512695
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic96oc40_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00317383
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic96oc40_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.335938
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,240x40x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,240x40x1x1,0.00610352
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic40oc240_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic40oc240_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.872803
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,240x1x1x3x3,0.00292969
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,240x1x1x3x3,0.00317383
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g240mb1_ic240oc240_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,0.00317383
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g240mb1_ic240oc240_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,0.414062
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,56x240x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,56x240x1x1,0.0109863
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic240oc56_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00390625
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic240oc56_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,1.06396
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,336x56x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,336x56x1x1,0.0109863
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic56oc336_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic56oc336_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,1.729
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,336x1x1x3x3,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,336x1x1x3x3,0.00390625
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g336mb1_ic336oc336_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,0.00415039
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g336mb1_ic336oc336_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,0.610107
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,56x336x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,56x336x1x1,0.0141602
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic336oc56_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00390625
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic336oc56_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,1.48608
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,336x56x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,336x56x1x1,0.0100098
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic56oc336_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic56oc336_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,1.66309
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,336x1x1x5x5,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,336x1x1x5x5,0.00610352
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g336mb1_ic336oc336_ih50oh25kh5sh2dh0ph2_iw76ow38kw5sw2dw0pw2,0.00415039
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g336mb1_ic336oc336_ih50oh25kh5sh2dh0ph2_iw76ow38kw5sw2dw0pw2,0.430176
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,80x336x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,80x336x1x1,0.0168457
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic336oc80_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.00390625
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic336oc80_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.540039
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,480x80x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,480x80x1x1,0.0219727
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic80oc480_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.00390625
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic80oc480_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.825928
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,480x1x1x5x5,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,480x1x1x5x5,0.0090332
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g480mb1_ic480oc480_ih25oh25kh5sh1dh0ph2_iw38ow38kw5sw1dw0pw2,0.00317383
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g480mb1_ic480oc480_ih25oh25kh5sh1dh0ph2_iw38ow38kw5sw1dw0pw2,0.428955
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,80x480x1x1,0.00219727
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,80x480x1x1,0.0209961
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic480oc80_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic480oc80_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.76001
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,480x80x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,480x80x1x1,0.0249023
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic80oc480_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.00415039
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic80oc480_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.822998
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,480x1x1x5x5,0.0012207
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcde:f0 dst_f32::blocked:Abcde8a:f0,,,480x1x1x5x5,0.00585938
onednn_verbose,create:cache_hit,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g480mb1_ic480oc480_ih25oh25kh5sh1dh0ph2_iw38ow38kw5sw1dw0pw2,0.00292969
onednn_verbose,exec,cpu,convolution,jit_dw:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:Abcde8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,g480mb1_ic480oc480_ih25oh25kh5sh1dh0ph2_iw38ow38kw5sw1dw0pw2,0.432861
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,80x480x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,80x480x1x1,0.0231934
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic480oc80_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.00195312
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:sum ,alg:convolution_direct,mb1_ic480oc80_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.75293
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,480x80x1x1,0.00512695
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,480x80x1x1,0.0249023
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic80oc480_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_hardswish ,alg:convolution_direct,mb1_ic80oc480_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.826904
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x480x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x480x1x1,0.0270996
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic480oc96_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.00415039
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic480oc96_ih25oh25kh1sh1dh0ph0_iw38ow38kw1sw1dw0pw0,0.939941
onednn_verbose,create:cache_hit,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic96_ih25oh1kh25sh25dh0ph0_iw38ow1kw38sw38dw0pw0,0.00195312
onednn_verbose,exec,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic96_ih25oh1kh25sh25dh0ph0_iw38ow1kw38sw38dw0pw0,0.0161133
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x1x1,0.00390625
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic96oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic96oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00390625
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x24x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x24x1x1,0.00317383
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic24oc96_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic24oc96_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x96x25x38:1x96x1x1,0.000976562
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x96x25x38:1x96x1x1,0.045166
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x25x38:1x96x25x38,0.000976562

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n0099 commented Apr 22, 2023

onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x25x38:1x96x25x38,0.0310059
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x56x1x1,0.00219727
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x56x1x1,0.0219727
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic56oc96_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic56oc96_ih50oh50kh1sh1dh0ph0_iw76ow76kw1sw1dw0pw0,0.484131
onednn_verbose,create:cache_hit,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic96_ih50oh1kh50sh50dh0ph0_iw76ow1kw76sw76dw0pw0,0.00195312
onednn_verbose,exec,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic96_ih50oh1kh50sh50dh0ph0_iw76ow1kw76sw76dw0pw0,0.0471191
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x1x1,0.00292969
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic96oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00317383
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic96oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00317383
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x24x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x24x1x1,0.00292969
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic24oc96_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00317383
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic24oc96_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00219727
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x96x50x76:1x96x1x1,0.000976562
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x96x50x76:1x96x1x1,0.10498
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x50x76:1x96x50x76,0.0012207
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x50x76:1x96x50x76,0.13916
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x24x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x24x1x1,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic24oc96_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.00415039
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic24oc96_ih100oh100kh1sh1dh0ph0_iw152ow152kw1sw1dw0pw0,0.919922
onednn_verbose,create:cache_hit,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic96_ih100oh1kh100sh100dh0ph0_iw152ow1kw152sw152dw0pw0,0.00292969
onednn_verbose,exec,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic96_ih100oh1kh100sh100dh0ph0_iw152ow1kw152sw152dw0pw0,0.186035
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x1x1,0.00390625
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic96oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic96oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00195312
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x24x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x24x1x1,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic24oc96_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00415039
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic24oc96_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00195312
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x96x100x152:1x96x1x1,0.00195312
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x96x100x152:1x96x1x1,0.472168
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x100x152:1x96x100x152,0.000976562
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x100x152:1x96x100x152,0.494141
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x16x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x16x1x1,0.00317383
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic16oc96_ih200oh200kh1sh1dh0ph0_iw304ow304kw1sw1dw0pw0,0.00317383
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic16oc96_ih200oh200kh1sh1dh0ph0_iw304ow304kw1sw1dw0pw0,2.46582
onednn_verbose,create:cache_hit,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic96_ih200oh1kh200sh200dh0ph0_iw304ow1kw304sw304dw0pw0,0.00219727
onednn_verbose,exec,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic96_ih200oh1kh200sh200dh0ph0_iw304ow1kw304sw304dw0pw0,0.862061
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x1x1,0.00390625
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic96oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic96oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,create:cache_hit,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x24x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:blk,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,96x24x1x1,0.00292969
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic24oc96_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic24oc96_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00317383
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x96x200x304:1x96x1x1,0.00195312
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x96x200x304:1x96x1x1,1.85596
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x200x304:1x96x200x304,0.000976562
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x200x304:1x96x200x304,2.46387
onednn_verbose,create:cache_hit,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic96_ih25oh50_iw38ow76,0.00195312
onednn_verbose,exec,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic96_ih25oh50_iw38ow76,0.0900879
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x50x76:1x96x50x76,0.000976562
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x50x76:1x96x50x76,0.171143
onednn_verbose,create:cache_hit,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic96_ih50oh100_iw76ow152,0.000976562
onednn_verbose,exec,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic96_ih50oh100_iw76ow152,0.28418
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x100x152:1x96x100x152,0.000976562
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x100x152:1x96x100x152,0.667969
onednn_verbose,create:cache_hit,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic96_ih100oh200_iw152ow304,0.000976562
onednn_verbose,exec,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic96_ih100oh200_iw152ow304,1.10107
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x200x304:1x96x200x304,0.00195312
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x96x200x304:1x96x200x304,2.59204
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x3x3,0.00195312
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x3x3,0.0151367
onednn_verbose,create:cache_hit,cpu,convolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic96oc24_ih25oh25kh3sh1dh0ph1_iw38ow38kw3sw1dw0pw1,0.00415039
onednn_verbose,exec,cpu,convolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic96oc24_ih25oh25kh3sh1dh0ph1_iw38ow38kw3sw1dw0pw1,0.437988
onednn_verbose,create:cache_hit,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic24_ih25oh1kh25sh25dh0ph0_iw38ow1kw38sw38dw0pw0,0.00195312
onednn_verbose,exec,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic24_ih25oh1kh25sh25dh0ph0_iw38ow1kw38sw38dw0pw0,0.00585938
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,6x24x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,6x24x1x1,0.00219727
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32:p:blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc6_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00390625
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32:p:blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc6_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00610352
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,24x6x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,24x6x1x1,0.000976562
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32:p:blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic6oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32:p:blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic6oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00317383
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x24x25x38:1x24x1x1,0.000976562
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x24x25x38:1x24x1x1,0.0100098
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x24x25x38:1x24x25x38,0.000976562
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x24x25x38:1x24x25x38,0.0100098
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x3x3,0.00219727
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x3x3,0.0100098
onednn_verbose,create:cache_hit,cpu,convolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic96oc24_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,0.00292969
onednn_verbose,exec,cpu,convolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic96oc24_ih50oh50kh3sh1dh0ph1_iw76ow76kw3sw1dw0pw1,1.6731
onednn_verbose,create:cache_hit,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic24_ih50oh1kh50sh50dh0ph0_iw76ow1kw76sw76dw0pw0,0.000976562
onednn_verbose,exec,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic24_ih50oh1kh50sh50dh0ph0_iw76ow1kw76sw76dw0pw0,0.013916
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,6x24x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,6x24x1x1,0.000976562
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32:p:blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc6_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00390625
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32:p:blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc6_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,24x6x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,24x6x1x1,0.000976562
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32:p:blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic6oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32:p:blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic6oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x24x50x76:1x24x1x1,0.00195312
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x24x50x76:1x24x1x1,0.0268555
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x24x50x76:1x24x50x76,0.000976562
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x24x50x76:1x24x50x76,0.0310059
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x3x3,0.000976562
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x3x3,0.0109863
onednn_verbose,create:cache_hit,cpu,convolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic96oc24_ih100oh100kh3sh1dh0ph1_iw152ow152kw3sw1dw0pw1,0.00317383
onednn_verbose,exec,cpu,convolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic96oc24_ih100oh100kh3sh1dh0ph1_iw152ow152kw3sw1dw0pw1,6.52197
onednn_verbose,create:cache_hit,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic24_ih100oh1kh100sh100dh0ph0_iw152ow1kw152sw152dw0pw0,0.00195312
onednn_verbose,exec,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic24_ih100oh1kh100sh100dh0ph0_iw152ow1kw152sw152dw0pw0,0.0629883
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,6x24x1x1,0.00195312
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,6x24x1x1,0.000976562
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32:p:blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc6_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00415039
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32:p:blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc6_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00219727
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,24x6x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,24x6x1x1,0.000976562
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32:p:blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic6oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00292969
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32:p:blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic6oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00195312
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x24x100x152:1x24x1x1,0.0012207
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x24x100x152:1x24x1x1,0.11084
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x24x100x152:1x24x100x152,0.00195312
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x24x100x152:1x24x100x152,0.128906
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x3x3,0.000976562
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x3x3,0.0129395
onednn_verbose,create:cache_hit,cpu,convolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic96oc24_ih200oh200kh3sh1dh0ph1_iw304ow304kw3sw1dw0pw1,0.00292969
onednn_verbose,exec,cpu,convolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_undef::undef::f0 dst_f32::blocked:aBcd8b:f0,,alg:convolution_direct,mb1_ic96oc24_ih200oh200kh3sh1dh0ph1_iw304ow304kw3sw1dw0pw1,25.8801
onednn_verbose,create:cache_hit,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic24_ih200oh1kh200sh200dh0ph0_iw304ow1kw304sw304dw0pw0,0.00292969
onednn_verbose,exec,cpu,pooling_v2,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0 ws_undef::undef::f0,,alg:pooling_avg_exclude_padding,mb1ic24_ih200oh1kh200sh200dh0ph0_iw304ow1kw304sw304dw0pw0,0.212891
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,6x24x1x1,0.00219727
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,6x24x1x1,0.00195312
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32:p:blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc6_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00390625
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32:p:blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic24oc6_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00390625
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,24x6x1x1,0.000976562
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,24x6x1x1,0.000976562
onednn_verbose,create:cache_hit,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32:p:blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic6oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00317383
onednn_verbose,exec,cpu,convolution,jit_1x1:avx2,forward_inference,src_f32:p:blocked:aBcd8b:f0 wei_f32:p:blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_linear:0.2:0.5+eltwise_clip:0:1 ,alg:convolution_direct,mb1_ic6oc24_ih1oh1kh1sh1dh0ph0_iw1ow1kw1sw1dw0pw0,0.00317383
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x24x200x304:1x24x1x1,0.00317383
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_mul,1x24x200x304:1x24x1x1,0.419922
onednn_verbose,create:cache_hit,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x24x200x304:1x24x200x304,0.000976562
onednn_verbose,exec,cpu,binary,jit:uni,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:binary_add,1x24x200x304:1x24x200x304,0.464844
onednn_verbose,create:cache_hit,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic24_ih25oh200_iw38ow304,0.000976562
onednn_verbose,exec,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic24_ih25oh200_iw38ow304,0.264893
onednn_verbose,create:cache_hit,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic24_ih50oh200_iw76ow304,0.00195312
onednn_verbose,exec,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic24_ih50oh200_iw76ow304,0.265137
onednn_verbose,create:cache_hit,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic24_ih100oh200_iw152ow304,0.00195312
onednn_verbose,exec,cpu,resampling,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,alg:resampling_nearest,mb1ic24_ih100oh200_iw152ow304,0.279785
onednn_verbose,create:cache_hit,cpu,concat,simple:any,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,axis:1,1x24x200x304:1x24x200x304:1x24x200x304:1x24x200x304,0.00195312
onednn_verbose,exec,cpu,concat,simple:any,undef,src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 src_f32::blocked:aBcd8b:f0 dst_f32::blocked:aBcd8b:f0,,axis:1,1x24x200x304:1x24x200x304:1x24x200x304:1x24x200x304,11.156
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x3x3,0.00292969
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32::blocked:ABcd8b8a:f0,,,24x96x3x3,0.0129395
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onednn_verbose,exec,cpu,convolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:ABcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,attr-post-ops:eltwise_relu ,alg:convolution_direct,mb1_ic96oc24_ih200oh200kh3sh1dh0ph1_iw304ow304kw3sw1dw0pw1,26.4729
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:bacd:f0 dst_f32::blocked:BAcd8b8a:f0,,,24x24x2x2,0.00292969
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:bacd:f0 dst_f32::blocked:BAcd8b8a:f0,,,24x24x2x2,0.00415039
onednn_verbose,create:cache_hit,cpu,deconvolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:BAcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:deconvolution_direct,mb1_ic24oc24_ih200oh400kh2sh2dh0ph0_iw304ow608kw2sw2dw0pw0,0.00488281
onednn_verbose,exec,cpu,deconvolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32::blocked:BAcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32::blocked:aBcd8b:f0,,alg:deconvolution_direct,mb1_ic24oc24_ih200oh400kh2sh2dh0ph0_iw304ow608kw2sw2dw0pw0,45.8691
onednn_verbose,create:cache_hit,cpu,eltwise,jit:avx2,forward_training,data_f32::blocked:aBcd8b:f0 diff_undef::undef::f0,,alg:eltwise_relu alpha:0 beta:0,1x24x400x608,0.00415039
onednn_verbose,exec,cpu,eltwise,jit:avx2,forward_training,data_f32::blocked:aBcd8b:f0 diff_undef::undef::f0,,alg:eltwise_relu alpha:0 beta:0,1x24x400x608,1.84009
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:bacd:f0 dst_f32:p:blocked:BAcd8b8a:f0,,,1x24x2x2,0.00292969
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32::blocked:bacd:f0 dst_f32:p:blocked:BAcd8b8a:f0,,,1x24x2x2,0.00219727
onednn_verbose,create:cache_hit,cpu,deconvolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32:p:blocked:BAcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32:p:blocked:aBcd8b:f0,,alg:deconvolution_direct,mb1_ic24oc1_ih400oh800kh2sh2dh0ph0_iw608ow1216kw2sw2dw0pw0,0.0678711
onednn_verbose,exec,cpu,deconvolution,jit:avx2,forward_inference,src_f32::blocked:aBcd8b:f0 wei_f32:p:blocked:BAcd8b8a:f0 bia_f32::blocked:a:f0 dst_f32:p:blocked:aBcd8b:f0,,alg:deconvolution_direct,mb1_ic24oc1_ih400oh800kh2sh2dh0ph0_iw608ow1216kw2sw2dw0pw0,37.9299
onednn_verbose,create:cache_hit,cpu,eltwise,ref:any,forward_training,data_f32:p:blocked:aBcd8b:f0 diff_undef::undef::f0,,alg:eltwise_logistic alpha:0 beta:0,1x1x800x1216,0.00415039
onednn_verbose,exec,cpu,eltwise,ref:any,forward_training,data_f32:p:blocked:aBcd8b:f0 diff_undef::undef::f0,,alg:eltwise_logistic alpha:0 beta:0,1x1x800x1216,22.4292
onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32:p:blocked:aBcd8b:f0 dst_f32::blocked:abcd:f0,,,1x1x800x1216,0.00512695
onednn_verbose,exec,cpu,reorder,jit:uni,undef,src_f32:p:blocked:aBcd8b:f0 dst_f32::blocked:abcd:f0,,,1x1x800x1216,2.37891
terminate called after throwing an instance of 'dnnl::error'
  what():  could not execute a primitive

@n0099
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n0099 commented Apr 22, 2023

更多xref:

我之前遇到过这问题,你应该是直接调用的,而不是部署后运行的吧。初始化一次调用多次就会这样,每次都重新初始化就不会这样。pdserving部署后也不会这样

每次重新初始化再推理就不会出现报错,但这样每次都要重新初始化,比较耗时

那就得部署pdserving或者hub部署 我现在用的pdserving,但是会内存溢出,不一定什么时间就会内存100%,然后程序被kill掉

我这里在Linux上也有这个问题,window下没有出现,现在的解决方式是不使用预先构建模型的办法,在每一次处理图片时重新生成OCR模型。

我就是初始化一次,然后反复使用的.

那么我们遇到的似乎是一样的问题。如果初始化一次,使用后等一段时间再用好像就不会报这个错。

关闭mkldnn时,就没有这种错误,看了相关的issue,发现有人提出说是版本问题,但是我升级了版本,还是一样的问题;推测是mkldnn的问题,想问下是因为开启mkldnn之后内存占用过大的原因吗

因此认为该报错是由于mkldnn引起,但无法确定是由于paddleClas的代码导致还是由于paddle代码未修复成功导致,亦或由于paddle的mkldnn加速不支持ResNet50导致

只开启一个进程,针对一个文件夹中的1万张图片进行推理,刚开始可以正常跑,运行到某一张图片时,就会报错;
报错后重新执行命令,仍然跑这1万张图片,仍然是刚开始正常出结果,运行到某一张图片报错,但不是上面那一张,报错的图片很随机 @jiangjiajun

应该是flask多进程与内置的OneDNN的多进程冲突导致的,你设置flask单进程预测就好了,这个问题已经反馈给intel

@n0099
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n0099 commented Apr 23, 2023

oneapi-src/oneDNN#914 (comment) 中曾指出本错误有可能跟oom系统内存不足有关
而在#46 中进一步发现设置PaddleConfig.MkldnnCacheCapacity为0时持续提供不同的图片执行PaddleOCRAll.Run()最终几乎必定会触发本错误

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