Comments (3)
The codes do not have to be changed. Thanks to Michael Rutter, multi-threaded OpenBLAS package is available on all the versions of Ubuntu since Precise (12.04).
Multi-threaded OpenBLAS backported to recent Ubuntu releases
Follow the steps to take advantage of the powerful acceleration:
sudo add-apt-repository ppa:marutter/rdev
sudo apt-get update
sudo apt-get install libopenblas-base
Benchmark results are demonstrated in the related issue: #16
from caffe.
ComputeUpdatedValue() is not a big issue when doing large networks. It is the ForwardBackward() function, and the individual layers that takes the most time. Thus, parallellizing it will not give us much gain.
from caffe.
Within the ForwardBackward() computation, the convolutional layers are the ones which take most of the time (see #83) therefore parallelizing the loops there will be the most effective
from caffe.
Related Issues (20)
- caffe time -model -weights -gpu=0
- BUG: error happens while building the project using cmake, if without preinstall `gflags`. HOT 1
- Makefile
- import error: segment fault when import caffe
- Segmentation fault (core dumped) when creating imageset
- MSBuild Error
- DeleteMe
- Glib 3.4.30 not found HOT 1
- Error MSB6006: "cmd.exe" exited with code -1073741 515 HOT 2
- blob.hpp dimension check code problem
- Is it possible to use OpenCL on FreeBSD without using ROCm?
- How to build Caffe(OpenCL) on Linux from source code? HOT 1
- Caffe(OpenCL) Error: ordered comparison between pointer and zero ('int32_t *' (aka 'int *') and 'int') HOT 1
- Failed inference with nyud-fcn32s-hha
- ю
- caffe installation HOT 1
- Assessment of the difficulty in porting CPU architecture for caffe
- How to add new layer to caffe like HardSigmoid or Resize HOT 1
- module 'caffe' has no attribute 'set_mode_cpu'
- `GLOG_LIBRARYRARY_DIRS` appears to be in error HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from caffe.