To speed up your Caffe models, install cuDNN then uncomment the USE_CUDNN := 1 flag in nfig when installing Caffe. For MATLAB Caffe: MATLAB with the mex compiler.ĬuDNN Caffe: for fastest operation Caffe is accelerated by drop-in integration of NVIDIA cuDNN.For Python Caffe: Python 2.7 or Python 3.3+, numpy (>= 1.7), boost-provided boost.python.Pycaffe and Matcaffe interfaces have their own natural needs. IO libraries: lmdb, leveldb (note: leveldb requires snappy).5.5, and 5.0 are compatible but considered legacy.library version 7+ and the latest driver version are recommended, but 6.* is fine too.When updating Caffe, it’s best to make clean before re-compiling. OpenCL see the OpenCL branch led by Fabian Tschopp.Windows see the Windows branch led by Guillaume Dumont. Debian installation install caffe with a single command.Ubuntu installation the standard platform.The official Makefile and nfig build are complemented by a community CMake build. We install and run Caffe on Ubuntu 16.04–12.04, OS X 10.11–10.8, and through Docker and AWS. Prior to installing, have a glance through this guide and take note of the details for your platform.
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