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Error on RPI3 when running OpenCV4 DNN module #59
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I was able to get rid of the error by re-generating the bc file by re-installing VC4CL with 'make install' , and I re-build OpenCV DNN module with the unsupported command line args remove and the library runs. |
you managed to run opencl as backend for DNN inference? |
@Favi0 , I was able to get VC4CL to compile and run DNN kernels, but it randomly crashes, so at this point, no, it's not working, but I'm investigating. |
ohh well not bad then.. it's a start.. once they complete the full profile it might work :) |
I compiled and installed VC4CL running OpenCV 4.01, Qt5 and LLVM3.9 packages installed, and when I run my program I get this error:
[ INFO:0] Initialize OpenCL runtime...
OpenCV(ocl4dnn): consider to specify kernel configuration cache directory
via OPENCV_OCL4DNN_CONFIG_PATH parameter.
[ INFO:0] Successfully initialized OpenCL cache directory: /root/.cache/opencv/4.0/opencl_cache/
[ INFO:0] Preparing OpenCL cache configuration for context: 32-bit--Broadcom--VideoCore_IV_GPU--0_4
OpenCL program build log: dnn/dummy
Status -15: CL_COMPILE_PROGRAM_FAILURE
-cl-no-subgroup-ifp
[E] Sat Mar 9 14:55:07 2019: Errors in precompilation:
[E] Sat Mar 9 14:55:07 2019: error: unknown argument: '-cl-no-subgroup-ifp'
OpenCL program build log: dnn/conv_layer_spatial
Status -15: CL_COMPILE_PROGRAM_FAILURE
-D TYPE=1 -D Dtype=float -D Dtype2=float2 -D Dtype4=float4 -D Dtype8=float8 -D Dtype16=float16 -D as_Dtype=as_float -D as_Dtype2=as_float2 -D as_Dtype4=as_float4 -D as_Dtype8=as_float8 -D KERNEL_WIDTH=3 -D KERNEL_HEIGHT=3 -D STRIDE_X=2 -D STRIDE_Y=2 -D DILATION_X=1 -D DILATION_Y=1 -D KERNEL_BASIC -cl-fast-relaxed-math -D ConvolveBasic=BASIC_k3x3_cn3_g1_s2x2_d1x1_b1_in256x256_p1x1_num1_M32_activ1_eltwise0_FP32_4_1_1_1 -D CHANNELS=3 -D APPLY_BIAS=1 -D OUTPUT_Z=32 -D ZPAR=1 -D FUSED_CONV_RELU=1
[W] Sat Mar 9 14:55:09 2019: Warnings in precompilation:
[W] Sat Mar 9 14:55:09 2019: :1484:1: warning: null character ignored
<U+0000>
^
1 warning generated.
[E] Sat Mar 9 14:55:09 2019: Errors in precompilation:
[E] Sat Mar 9 14:55:09 2019: ERROR: Invalid value (Producer: 'LLVM6.0.0svn' Reader: 'LLVM 3.9.1')
/usr/bin/llvm-link: /usr/local/include/vc4cl-stdlib/VC4CLStdLib.bc: error: Corrupted bitcode
/usr/bin/llvm-link: error loading file '/usr/local/include/vc4cl-stdlib/VC4CLStdLib.bc'
Failed to compile kernel: BASIC_k3x3_cn3_g1_s2x2_d1x1_b1_in256x256_p1x1_num1_M32_activ1_eltwise0_FP32_4_1_1_1, buildflags: -D TYPE=1 -D Dtype=float -D Dtype2=float2 -D Dtype4=float4 -D Dtype8=float8 -D Dtype16=float16 -D as_Dtype=as_float -D as_Dtype2=as_float2 -D as_Dtype4=as_float4 -D as_Dtype8=as_float8 -D KERNEL_WIDTH=3 -D KERNEL_HEIGHT=3 -D STRIDE_X=2 -D STRIDE_Y=2 -D DILATION_X=1 -D DILATION_Y=1 -D KERNEL_BASIC -cl-fast-relaxed-math -D ConvolveBasic=BASIC_k3x3_cn3_g1_s2x2_d1x1_b1_in256x256_p1x1_num1_M32_activ1_eltwise0_FP32_4_1_1_1 -D CHANNELS=3 -D APPLY_BIAS=1 -D OUTPUT_Z=32 -D ZPAR=1 -D FUSED_CONV_RELU=1, errmsg: [W] Sat Mar 9 14:55:09 2019: Warnings in precompilation:
[W] Sat Mar 9 14:55:09 2019: :1484:1: warning: null character ignored
<U+0000>
^
1 warning generated.
[E] Sat Mar 9 14:55:09 2019: Errors in precompilation:
[E] Sat Mar 9 14:55:09 2019: ERROR: Invalid value (Producer: 'LLVM6.0.0svn' Reader: 'LLVM 3.9.1')
/usr/bin/llvm-link: /usr/local/include/vc4cl-stdlib/VC4CLStdLib.bc: error: Corrupted bitcode
/usr/bin/llvm-link: error loading file '/usr/local/include/vc4cl-stdlib/VC4CLStdLib.bc'
It appears to have 2 issues, the command argument, -cl-no-subgroup-ifp, and 'corrupted bitcode' for the file VC4CLStdLib.bc
Can you advise on how to fix this?
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