Comments (1)
hughperkins
commented on August 19, 2024
It would need a bunch of work. Basically the way FPGAs work is that you first program them with the kernels, then you can run that same kernel over and over again. Programming takes ~hours.
You'd need to run a program in two stages:
- first, run deepcl with some flag (that you'd have to create, and implement :) ), to write out the kernels, send them to the FPGA programmer
- then, once the FPGA contains the kernels, you'd run deepcl again, with a different flag (that you'd have to create and implement...), to run the kernels
Typically, FPGAs suck for training, but give good power performance for runtime prediction.
from deepcl.
Related Issues (20)
- clBlas error HOT 5
- MNIST data format HOT 1
- Python Q-Learning - Add Dropout Layout causes runtime error HOT 11
- can passed all test in #ad1ab61, but not now (#b256220) HOT 48
- function "NetLearner::learn" is deprecated, how to train a network by the new method? HOT 2
- How to use ExpectedData correctly in training? HOT 2
- tutorial and documentation is very less
- integrated demo HOT 2
- deepcl_predict HOT 5
- does the Neural network created on GPU? HOT 3
- captcha
- pip with windows does not work
- Need cythonize
- deepcl_unittests not running in CentOS 7. HOT 2
- opencl 1.1?
- Feature Request: Add Mish activation HOT 3
- How to set stride of conv layer? HOT 2
- Implementation of DNN on FPGA HOT 2
- Any examples for face detection?
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 deepcl.