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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 about paddlesharp HOT 3 OPEN

sdcb avatar sdcb commented on June 25, 2024 3
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

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Comments (3)

n0099 avatar n0099 commented on June 25, 2024 2

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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n0099 avatar n0099 commented on June 25, 2024 
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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
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onednn_verbose,create:cache_hit,cpu,reorder,jit:uni,undef,src_f32::blocked:abcd:f0 dst_f32:p:blocked:ABcd8b8a:f0,,,6x24x1x1,0.000976562
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
onednn_verbose,create:cache_hit,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_iw304ow304kw3sw1dw0pw1,0.00488281
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

from paddlesharp.

n0099 avatar n0099 commented on June 25, 2024

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

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