vanduc103
commented
7 years ago Hi @santanu-thangaraj, I followed your instructions at : https://github.com/BVLC/caffe/wiki/Linking-Caffe-with-BLIS but I got this problem when compiling Caffe with BLIS (I've compiled successfully Caffe with ATLAS and Intel MKL):
CXX/LD -o .build_release/tools/upgrade_net_proto_binary.bin
.build_release/lib/libcaffe.so: undefined reference to cblas_sgemv' .build_release/lib/libcaffe.so: undefined reference tocblas_dgemm'
.build_release/lib/libcaffe.so: undefined reference to cblas_sscal' .build_release/lib/libcaffe.so: undefined reference tocblas_dgemv'
.build_release/lib/libcaffe.so: undefined reference to cblas_saxpy' .build_release/lib/libcaffe.so: undefined reference tocblas_ddot'
.build_release/lib/libcaffe.so: undefined reference to cblas_dasum' .build_release/lib/libcaffe.so: undefined reference tocblas_sgemm'
.build_release/lib/libcaffe.so: undefined reference to cblas_dscal' .build_release/lib/libcaffe.so: undefined reference tocblas_scopy'
.build_release/lib/libcaffe.so: undefined reference to cblas_sasum' .build_release/lib/libcaffe.so: undefined reference tocblas_daxpy'
.build_release/lib/libcaffe.so: undefined reference to cblas_dcopy' .build_release/lib/libcaffe.so: undefined reference tocblas_sdot'
collect2: error: ld returned 1 exit status
make: *** [.build_release/tools/upgrade_net_proto_binary.bin] Error 1
I modified BLAS_INCLUDE and BLAS_LIB in Makefile.config to BLIS installation library (at
Thank you very much !
santanu-thangaraj
We have been using Caffe as a benchmark for our optimization work, and working on accelerating BLAS library called BLIS(https://github.com/flame/blis).
After linking Caffe with BLIS, we observe good performance improvement for handwritten digit recognition. More about it here: http://developer.amd.com/wordpress/media/2013/12/Accelerating-Machine-Learning-using-BLIS.pdf
Caffe does not support linking with BLIS by default, hence requesting you to add this feature. If required I can raise a PR for the same with this feature.