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ganyc717 / Darknet-On-OpenCL

Darknet On OpenCL
MIT License
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cmake found wrong opencl path #11

Open SilentWalker opened 6 years ago

SilentWalker commented 6 years ago

Hi, i've installed intel opencl driver on ubuntu 16.04 following this link https://software.intel.com/en-us/articles/opencl-drivers#latest_linux_driver , the path of opencl lib is /opt/intel/opencl ,and when i ran clinfo , i got these outputs in first few lines :

Number of platforms 1 Platform Name Intel(R) OpenCL Platform Vendor Intel(R) Corporation Platform Version OpenCL 1.2 Platform Profile FULL_PROFILE Platform Extensions cl_khr_3d_image_writes cl_khr_byte_addressable_store cl_khr_depth_images cl_khr_fp64 cl_khr_global_int32_base_atomics cl_khr_global_int32_extended_atomics cl_khr_icd cl_khr_local_int32_base_atomics cl_khr_local_int32_extended_atomics cl_khr_spir Platform Extensions function suffix INTEL Platform Name Intel(R) OpenCL

and device info :

Device Name Intel(R) Celeron(R) CPU J3455 @ 1.50GHz Device Vendor Intel(R) Corporation Device Vendor ID 0x8086 Device Version OpenCL 1.2 (Build 475) Driver Version 1.2.0.475 Device OpenCL C Version OpenCL C 1.2 Device Type CPU Device Profile FULL_PROFILE

Device Name Intel(R) HD Graphics Device Vendor Intel(R) Corporation Device Vendor ID 0x8086 Device Version OpenCL 1.2 Driver Version r5.0.63503 Device OpenCL C Version OpenCL C 1.2 Device Type GPU Device Profile FULL_PROFILE

but cmake ../ found the wrong version and path of opencl :

ubuntu@ubuntu-bitinvo:~/Darknet-On-OpenCL/build$ cmake ../ -- The C compiler identification is GNU 5.4.0 -- The CXX compiler identification is GNU 5.4.0 -- Check for working C compiler: /usr/bin/cc -- Check for working C compiler: /usr/bin/cc -- works -- Detecting C compiler ABI info -- Detecting C compiler ABI info - done -- Detecting C compile features -- Detecting C compile features - done -- Check for working CXX compiler: /usr/bin/c++ -- Check for working CXX compiler: /usr/bin/c++ -- works -- Detecting CXX compiler ABI info -- Detecting CXX compiler ABI info - done -- Detecting CXX compile features -- Detecting CXX compile features - done -- Looking for CL_VERSION_2_0 -- Looking for CL_VERSION_2_0 - found -- Found OpenCL: /usr/lib/x86_64-linux-gnu/libOpenCL.so (found version "2.0") -- Found OpenCV: /usr/local (found version "3.4.1") -- Configuring done -- Generating done -- Build files have been written to: /home/ubuntu/Darknet-On-OpenCL/build

run ./darknet detect ~/tiny_yolo_optimized/tiny-yolo-op_final.cfg ~/tiny_yolo_optimized/tiny-yolo-op_final.weights data/dog.jpg and the output is :

layer filters size input output 0 conv 16 3 x 3 / 1 416 x 416 x 3 -> 416 x 416 x 16 0.150 BFLOPs 1 blas_kernels_1.cl build log: 1:81:45: warning: implicit conversion from integral type to floating point type for overloadable function might lead to ambiguity float mhat = m[index] / (1.0 - pow(B1, t));


1:82:45: warning: implicit conversion from integral type to floating point type for overloadable function might lead to ambiguity
float vhat = v[index] / (1.0 - pow(B2, t));
~~~      ^
1:189:55: warning: implicit conversion from integral type to floating point type for overloadable function might lead to ambiguity
variance[i] += pow((x[index] - mean[i]), 2);
~~~                        ^
1:330:62: warning: implicit conversion from integral type to floating point type for overloadable function might lead to ambiguity
sum += (i+id < spatial) ? pow((x[index] - mean[filter]), 2) : 0;
~~~                             ^
fcl build 1 succeeded.
bcl build succeeded.

max          2 x 2 / 2   416 x 416 x  16   ->   208 x 208 x  16
2 conv     32  3 x 3 / 1   208 x 208 x  16   ->   208 x 208 x  32  0.399 BFLOPs
3 max          2 x 2 / 2   208 x 208 x  32   ->   104 x 104 x  32
4 conv     64  3 x 3 / 1   104 x 104 x  32   ->   104 x 104 x  64  0.399 BFLOPs
5 max          2 x 2 / 2   104 x 104 x  64   ->    52 x  52 x  64
6 conv    128  3 x 3 / 1    52 x  52 x  64   ->    52 x  52 x 128  0.399 BFLOPs
7 max          2 x 2 / 2    52 x  52 x 128   ->    26 x  26 x 128
8 conv    256  3 x 3 / 1    26 x  26 x 128   ->    26 x  26 x 256  0.399 BFLOPs
9 max          2 x 2 / 2    26 x  26 x 256   ->    13 x  13 x 256
10 conv    512  3 x 3 / 1    13 x  13 x 256   ->    13 x  13 x 512  0.399 BFLOPs
11 conv     30  1 x 1 / 1    13 x  13 x 512   ->    13 x  13 x  30  0.005 BFLOPs
12 detection
mask_scale: Using default '1.000000'
Loading weights from /home/ubuntu/tiny_yolo_optimized/tiny-yolo-op_final.weights...Done!
im2col_kernels.cl build log:
2:36:18: warning: '/*' within block comment
//*data_col_ptr = data_im_ptr[ii * width + jj];
^
fcl build 1 succeeded.
bcl build succeeded.

activation_kernels.cl build log:
fcl build 1 succeeded.
bcl build succeeded.

maxpool_layer_kernels.cl build log:
fcl build 1 succeeded.
bcl build succeeded.

warning: Linking two modules of different data layouts: '' is 'e-p:32:32-i64:64-v16:16-v24:32-v32:32-v48:64-v96:128-v192:256-v256:256-v512:512-v1024:1024' whereas '<origin>' is 'e-p:32:32:32-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-f64:64:64-v16:16:16-v24:32:32-v32:32:32-v48:64:64-v64:64:64-v96:128:128-v128:128:128-v192:256:256-v256:256:256-v512:512:512-v1024:1024:1024-n8:16:32:64'

warning: Linking two modules of different target triples: ' is 'spir' whereas '<origin>' is 'vISA_32'

warning: Linking two modules of different data layouts: '' is 'e-p:32:32-i64:64-v16:16-v24:32-v32:32-v48:64-v96:128-v192:256-v256:256-v512:512-v1024:1024' whereas '<origin>' is 'e-p:32:32:32-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-f64:64:64-v16:16:16-v24:32:32-v32:32:32-v48:64:64-v64:64:64-v96:128:128-v128:128:128-v192:256:256-v256:256:256-v512:512:512-v1024:1024:1024-n8:16:32:64'

warning: Linking two modules of different target triples: ' is 'spir' whereas '<origin>' is 'vISA_32'

warning: Linking two modules of different data layouts: '' is 'e-p:32:32-i64:64-v16:16-v24:32-v32:32-v48:64-v96:128-v192:256-v256:256-v512:512-v1024:1024' whereas '<origin>' is 'e-p:32:32:32-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-f64:64:64-v16:16:16-v24:32:32-v32:32:32-v48:64:64-v64:64:64-v96:128:128-v128:128:128-v192:256:256-v256:256:256-v512:512:512-v1024:1024:1024-n8:16:32:64'

warning: Linking two modules of different target triples: ' is 'spir' whereas '<origin>' is 'vISA_32'

warning: Linking two modules of different data layouts: '' is 'e-p:32:32-i64:64-v16:16-v24:32-v32:32-v48:64-v96:128-v192:256-v256:256-v512:512-v1024:1024' whereas '<origin>' is 'e-p:32:32:32-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-f64:64:64-v16:16:16-v24:32:32-v32:32:32-v48:64:64-v64:64:64-v96:128:128-v128:128:128-v192:256:256-v256:256:256-v512:512:512-v1024:1024:1024-n8:16:32:64'

warning: Linking two modules of different target triples: ' is 'spir' whereas '<origin>' is 'vISA_32'

warning: Linking two modules of different data layouts: '' is 'e-p:32:32-i64:64-v16:16-v24:32-v32:32-v48:64-v96:128-v192:256-v256:256-v512:512-v1024:1024' whereas '<origin>' is 'e-p:32:32:32-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-f64:64:64-v16:16:16-v24:32:32-v32:32:32-v48:64:64-v64:64:64-v96:128:128-v128:128:128-v192:256:256-v256:256:256-v512:512:512-v1024:1024:1024-n8:16:32:64'

warning: Linking two modules of different target triples: ' is 'spir' whereas '<origin>' is 'vISA_32'

warning: Linking two modules of different data layouts: '' is 'e-p:32:32-i64:64-v16:16-v24:32-v32:32-v48:64-v96:128-v192:256-v256:256-v512:512-v1024:1024' whereas '<origin>' is 'e-p:32:32:32-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-f64:64:64-v16:16:16-v24:32:32-v32:32:32-v48:64:64-v64:64:64-v96:128:128-v128:128:128-v192:256:256-v256:256:256-v512:512:512-v1024:1024:1024-n8:16:32:64'

warning: Linking two modules of different target triples: ' is 'spir' whereas '<origin>' is 'vISA_32'

opencl execution error, code -11 -11
terminate called after throwing an instance of 'std::runtime_error'
what():  OpenCL error, code: -11
Aborted (core dumped)
ganyc717 commented 6 years ago

-11 means CL_BUILD_PROGRAM_FAILURE， may be I used some extensions in the kernel that didn't support on your platform, could you find which kernel program compile failed?

SilentWalker commented 6 years ago

i added cout sourcefileName in buildProgramFromFile , and the output is

... warning: Linking two modules of different data layouts: '' is 'e-p:32:32-i64:64-v16:16-v24:32-v32:32-v48:64-v96:128-v192:256-v256:256-v512:512-v1024:1024' whereas '' is 'e-p:32:32:32-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-f64:64:64-v16:16:16-v24:32:32-v32:32:32-v48:64:64-v64:64:64-v96:128:128-v128:128:128-v192:256:256-v256:256:256-v512:512:512-v1024:1024:1024-n8:16:32:64'

warning: Linking two modules of different target triples: ' is 'spir' whereas '' is 'vISA_32'

warning: Linking two modules of different data layouts: '' is 'e-p:32:32-i64:64-v16:16-v24:32-v32:32-v48:64-v96:128-v192:256-v256:256-v512:512-v1024:1024' whereas '' is 'e-p:32:32:32-i1:8:8-i8:8:8-i16:16:16-i32:32:32-i64:64:64-f32:32:32-f64:64:64-v16:16:16-v24:32:32-v32:32:32-v48:64:64-v64:64:64-v96:128:128-v128:128:128-v192:256:256-v256:256:256-v512:512:512-v1024:1024:1024-n8:16:32:64'

warning: Linking two modules of different target triples: ' is 'spir' whereas '' is 'vISA_32'

start build blas_kernels_2.cl

opencl execution error, code -11 -11 terminate called after throwing an instance of 'std::runtime_error' what(): OpenCL error, code: -11 Aborted (core dumped)

i guess there is something wrong in blas_kernels_2.cl