numcorepy.blogspot.com

Implementing NumPy's ufuncs using CorePy

Monday, August 31, 2009. This will probably be my last post for the project. Id like to thank again my mentor Chis Mueller and backup mentor Stéfan van der Walt, I think they did a lot in helping to make this project happen in the first place. I've written a bunch of documentation on the CorePy wiki (a lot of it came from the code/README):. Http:/ corepy.org/wiki/index.php? When any updates to this work occur, the wiki page will be updated. Video recording of my actual talk:. As promised I used the CoreF...

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Implementing NumPy's ufuncs using CorePy | numcorepy.blogspot.com Reviews

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Monday, August 31, 2009. This will probably be my last post for the project. Id like to thank again my mentor Chis Mueller and backup mentor Stéfan van der Walt, I think they did a lot in helping to make this project happen in the first place. I've written a bunch of documentation on the CorePy wiki (a lot of it came from the code/README):. Http:/ corepy.org/wiki/index.php? When any updates to this work occur, the wiki page will be updated. Video recording of my actual talk:. As promised I used the CoreF...

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Implementing NumPy's ufuncs using CorePy | numcorepy.blogspot.com Reviews

https://numcorepy.blogspot.com

Monday, August 31, 2009. This will probably be my last post for the project. Id like to thank again my mentor Chis Mueller and backup mentor Stéfan van der Walt, I think they did a lot in helping to make this project happen in the first place. I've written a bunch of documentation on the CorePy wiki (a lot of it came from the code/README):. Http:/ corepy.org/wiki/index.php? When any updates to this work occur, the wiki page will be updated. Video recording of my actual talk:. As promised I used the CoreF...

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numcorepy.blogspot.com

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Implementing NumPy's ufuncs using CorePy: June 2009

http://numcorepy.blogspot.com/2009_06_01_archive.html

Monday, June 22, 2009. I ran into a few problems while working on this stuff; I have no idea how I managed to miss these bugs until now. First, applying my ufunc to a single-element array gave bad results - the test I was using to detect reduction was also catching this single-element case, and not working properly. Sunday, June 14, 2009. Have been busy lately. big paper deadline (CorePy paper! Turns out reduction wasn't working right when multiple threads are used, but this is fixed now (took a while!

2

Implementing NumPy's ufuncs using CorePy

http://numcorepy.blogspot.com/2009/08/while-messing-around-with-my-cosine.html

Monday, August 3, 2009. While messing around with my cosine ufunc I realized that NumPy's performance for cosine over float32's is horrible, while float64 performance is more normal:. Cfcos type 'numpy.float32'. Inp sizes 1024 10240 102400 1024000 3072000. Numpy 0.7241 9.3472 115.6120 995.1050 3027.2000. Corepy 1 0.0191 0.1521 1.6742 16.3748 50.1912. Corepy 2 0.0160 0.0811 0.8180 8.2700 25.5480. Corepy 4 0.0219 0.0889 0.8180 4.1308 12.9910. Cfcos type 'numpy.float64'. Add: int{8,16,32,64}, float{32,64}.

3

Implementing NumPy's ufuncs using CorePy: May 2009

http://numcorepy.blogspot.com/2009_05_01_archive.html

Sunday, May 24, 2009. I've been working in two areas. First, filling out the 'corefunc' approach using the ufunc C API to build my own ufuncs. I've added support for multiple cores (1, 2, 4 threads), and have an add ufunc that supports 64-bit integers and 32-bit floats. Performance with the code I'm currently using looks like this:. Inp sizes 1024 10240 102400 1024000 3072000 4096000 5120000 6144000. Numpy 0.0115 0.0443 1.3969 14.4416 42.4222 55.5169 101.4473 118.8185. Corepy 2 0.0334 0.0403 0&#4...Corep...

4

Implementing NumPy's ufuncs using CorePy

http://numcorepy.blogspot.com/2009/08/this-will-probably-be-my-last-post-for.html

Monday, August 31, 2009. This will probably be my last post for the project. Id like to thank again my mentor Chis Mueller and backup mentor Stéfan van der Walt, I think they did a lot in helping to make this project happen in the first place. I've written a bunch of documentation on the CorePy wiki (a lot of it came from the code/README):. Http:/ corepy.org/wiki/index.php? When any updates to this work occur, the wiki page will be updated. Video recording of my actual talk:. As promised I used the CoreF...

5

Implementing NumPy's ufuncs using CorePy

http://numcorepy.blogspot.com/2009/06/have-been-busy-lately.html

Sunday, June 14, 2009. Have been busy lately. big paper deadline (CorePy paper! And moving. When I can, I've been working on general code correctness/cleanliness/robustness. Management and movement of various data inside the 'corefunc' C module has been cleaned up. I now have a fairly generic routine for creating a ufunc from some type information and CorePy InstructionStreams. Multi-core is supported at the C level in a generic way; nothing there is ufunc-specific. Sort of related to this GSOC work, I i...

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Implementing NumPy's ufuncs using CorePy

Monday, August 31, 2009. This will probably be my last post for the project. Id like to thank again my mentor Chis Mueller and backup mentor Stéfan van der Walt, I think they did a lot in helping to make this project happen in the first place. I've written a bunch of documentation on the CorePy wiki (a lot of it came from the code/README):. Http:/ corepy.org/wiki/index.php? When any updates to this work occur, the wiki page will be updated. Video recording of my actual talk:. As promised I used the CoreF...

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