OpenCL error

[skn123]

Is this because of the graphics card ?

naths@naths-HP-Laptop-15-bs1xx:~/build/remora/bin$ ./Benchmark_GPU_Conv2D
performance float
Flops
35 4 8 32 10391.1
67 4 8 32 12546.4
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
131 4 8 32 64964.4
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5

[Ulfgard]

Hi This seems to be an error by clblast not remora. The most likely issue is that it does not know your gpu and some of the parameters used do not work well with your gpu. You can either disable clblast or look up how to run ClTune and recompile clblast so that it uses optimized and working settimgs

…

________________________________________ From: skn123 [notifications@github.com] Sent: Saturday, July 28, 2018 7:36 AM To: Shark-ML/Remora Cc: Subscribed Subject: [Shark-ML/Remora] OpenCL error (#14) Is this because of the graphics card ? naths@naths-HP-Laptop-15-bs1xx:~/build/remora/bin$ ./Benchmark_GPU_Conv2D performance float Flops 35 4 8 32 10391.1 67 4 8 32 12546.4 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 131 4 8 32 64964.4 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5 — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub<#14>, or mute the thread<https://github.com/notifications/unsubscribe-auth/AOWTBmBTlNREDZaEXGKceDhgfAsEeWZsks5uK_hfgaJpZM4Vk6kz>.

[skn123]

CNugteren/CLBlast#301
Its like it is not being resolved. Tried all options.

[CNugteren]

He reports that all regular CLBlast tests fail. And the OpenCL error -5 indicates CL_OUT_OF_RESOURCES, so I'm suspecting he wants to solve problems too large for his GPU memory. Do smaller problems work well?

[Ulfgard]

Yeah i think i screwed up with the memory requirements on the Benchmark. Multiplying several small numbers might still lead to one very big one :)

i will fix once I am back from vacation

[skn123]

@Ulfgard any fix ?

[Ulfgard]

should be fixed

[skn123]

This is what I get
a.) Fresh build of CLBlast
b.) Fresh build of Remora

naths@naths-HP-Laptop-15-bs1xx:~/build/remora/bin$ ./Benchmark_GPU_Conv2D
performance float
Flops
35 4 8 32 9193.43
67 4 8 32 11677.4
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
131 4 8 32 62958.7
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
^C

and I get this error also now
[ 60%] Built target LinearRegression
/home/naths/srcs/Remora/examples/Benchmarks/opencl_conv2d.cpp:38:26: error: use
of undeclared identifier 'out_gpu'
double storage = double(out_gpu.size1() * out_gpu.size2())/1024/1024;
^
/home/naths/srcs/Remora/examples/Benchmarks/opencl_conv2d.cpp:38:44: error: use
of undeclared identifier 'out_gpu'
double storage = double(out_gpu.size1() * out_gpu.size2())/1024/1024;

[Ulfgard]

Are you sure you pulled and rebuild the opencl_conv22d test? because this is the old output before my changes (i am now also printing the approximate storage requirements of the output)

[skn123]

Now I cant even build it
naths@naths-HP-Laptop-15-bs1xx:~/build/remora$ make
[ 6%] Building CXX object examples/CMakeFiles/Benchmark_GPU_Conv2D.dir/Benchmarks/opencl_conv2d.cpp.o
/home/naths/srcs/Remora/examples/Benchmarks/opencl_conv2d.cpp:38:26: error: use
of undeclared identifier 'out_gpu'
double storage = double(out_gpu.size1() * out_gpu.size2())/1024/1024;
^
/home/naths/srcs/Remora/examples/Benchmarks/opencl_conv2d.cpp:38:44: error: use
of undeclared identifier 'out_gpu'
double storage = double(out_gpu.size1() * out_gpu.size2())/1024/1024;
^
2 errors generated.
examples/CMakeFiles/Benchmark_GPU_Conv2D.dir/build.make:62: recipe for target 'examples/CMakeFiles/Benchmark_GPU_Conv2D.dir/Benchmarks/opencl_conv2d.cpp.o' failed
make[2]: *** [examples/CMakeFiles/Benchmark_GPU_Conv2D.dir/Benchmarks/opencl_conv2d.cpp.o] Error 1
CMakeFiles/Makefile2:121: recipe for target 'examples/CMakeFiles/Benchmark_GPU_Conv2D.dir/all' failed
make[1]: *** [examples/CMakeFiles/Benchmark_GPU_Conv2D.dir/all] Error 2
Makefile:129: recipe for target 'all' failed
make: *** [all] Error 2

[Ulfgard]

sorry for that. please rename out_gpu->out_opencl, some refactoring tool must have it gotten wrong.

now is the point i have to tell you that i will probably move the convolution out of Remora to shark, Or in a new repository with the other image-processing we implement

[skn123]

This is what I get
naths@naths-HP-Laptop-15-bs1xx:~/build/remora/bin$ ./Benchmark_GPU_Conv2D
performance float
im_size filtpx incChan OutChan memOut Flops
19 4 3 16 0.0220337 756.088
35 4 3 16 0.0747681 1200.29
67 4 3 16 0.273987 1178.22
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
131 4 3 16 1.04742 3035.47
19 8 3 16 0.0220337 1504.48
35 8 3 16 0.0747681 2378.29
67 8 3 16 0.273987 2819.58
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
CLBlast: OpenCL error: clEnqueueNDRangeKernel: -5
131 8 3 16 1.04742 5916.42

[Ulfgard]

I see. that could be the algorithm. we use an explicit matrix approach which can take quite a lot of memory. This is unfortunately not going to change until clBLAST has something better, This is how far we can provide.

I am currently working on hip-support, which should allow me to use cudnn for this on nvidia cards (and MIOpen for AMD) but as is aid: this is moved out of Remora.