PyHPC

Python for High-Performance and Scientific Computing. Workshops and BoF sessions held in conjunction with @Supercomputing

[Dion Häfner @dionhaefner]

Python HPC bechmarks v3 are out now!

https://t.co/qr0BxEFST4

Δ:
- @PyTorch with greatly improved CPU performance
- @numba_jit still best on CPU, JAX right behind
- @PyTorch and JAX kings of GPU (⬆️20%)
- TPUs got a lot faster (⬆️10x)
- Bohrium & Theano are 💀/ long live Aesara

[Computing in Science & Engineering @cisemag]

Featured in this issue: code generation for finite-element simulation, boundary element solver using OpenCL and @numba_jit, Python at petascale with @PyFR_Solver—all are not-to-miss! https://t.co/nANvIJMu3u

[Computing in Science & Engineering @cisemag]

A new #CiSEmag issue has hit @IEEEXplore—it comes with six articles on the theme of "Scientific Computing With #Python on High-Performance Heterogeneous Systems."
Read the editors' introduction: https://t.co/cx1VJQ6K4r

[Gael Varoquaux 🦋 @GaelVaroquaux]

A nice blog post comparing parallel-computing engines in Python
https://t.co/XoEth0LqNl

Happy to see loky appreciated.

via @glemaitre58

[PyHPC @PythonHPC]

@r_c_thomas @willscullin @Supercomputing No, no feedback here. We're leaning towards a BoF only this year.

[Will Scullin @willscullin]

Hey there @PythonHPC and #Python community, we're close to the deadline for @Supercomputing workshop deadlines. Are folks interested in a #pyHPC workshop this year vs a BoF? Anyone interested in helping organize? Anyone working on papers or have something in mind for a keynote?

[PyHPC @PythonHPC]

And that's a wrap! #PyHPC2020 at #SC20 showcased many exciting developments in the #Python, #HPC & #BigData community. Thanks to all speakers, session chairs, commitee members, SC20 & tech teams, & all attendees for making it a success.

#PyHPC2021? Tell us what matters to you!

[PyHPC @PythonHPC]

#PyHPC2020 is underway & it's been great! With a "call to action" form MIke Bauer to face the challenges of heterogeneity & scalability, great talks on distributed agent-based modelling & data engineering, & as its creator, Lisandro Dalcin's unique insight into MPI4PY. Join us!

[PyHPC @PythonHPC]

And here's the workshop program: https://t.co/4Lk67R5OF2

[PyHPC @PythonHPC]

WE ARE JUST ONE WEEK AWAY from #PyHPC2020 at #SC20! Join us for exciting talks on new developments in the #PyHPC + #BigData community, together with talks from special guests Mike Bauer (#Nvidia) and Lisandro Dalcin (author of MPI4PY, #KAUST)! #Python #HPC #DataEngineering #ML

[PyHPC @PythonHPC]

Only 11 more days to go before #PyHPC's 2020 workshop call for submissions closes! Submit a paper or a lightning talk and share your exciting work and ideas with the #HPC community and beyond at #SC20.
#Python #ML #BigData #Exascale #HPCTraining #HPCEducation #HPC4ALL #IEEE

[PyHPC @PythonHPC]

#PyHPC's #SC20 workshop submissions deadline has been extended! It's now: Friday 11 September. You've a whole month to submit a paper or lightning talk showcasing your awesome use of #Python in #HPC #ML #BigData #Exascale #HPCTraining #HPCEducation and more! #HPC4All

[PyHPC @PythonHPC]

#PyHPC would like to introduce the (virtual) "handshake" initiative: encourage & support at least one colleague, who would otherwise exclude themselves, to participate in #PyHPC2020. Inclusivity matters - challenge your biases! Submissions by: 4 Sept. #HPC4All #Python #HPC #SC20

[PyHPC @PythonHPC]

#SC20 is going virtual! Wherever you are in the world, join #PyHPC2020 to revel in all things #Python ➕#HPC! Details coming soon. And get those submissions in for 4 September! 🐍
#HPCEverywhere #WeAreHPC #BigData #Exascale #HPCTraining #HPCTraining #HPCEducation #HPC4All #IEEE

[SC26 @Supercomputing]

We are thrilled to announce that SC20 will be a fully virtual conference! For more information, including FAQs, visit our announcement on the SC20 blog. https://t.co/NqpyVAGGvG

[PyHPC @PythonHPC]

Spread the word - #PyHPC returns to @Supercomputing! Call for submissions is now open: https://t.co/coVCuGj5VZ Stay tuned here for updates. #Python #HPC #ML #BigData #Exascale #HPCEducation #HPCTraining #IEEE #SC20
PyHPC is committed to inclusivity and accessibility. #HPC4ALL

[Andrew Jones @hpcnotes]

How should we be interacting with #supercomputers in ~3 years time?

Adopt modern productivity focused languages (eg Julia), stick to proven #Fortran+MPI, use #software abstractions (or domain specific libs), or maybe voice control?

Share + comment + #vote now ...

#HPC

[Andreas Schreiber @onyame]

Great work! Rarely was a conclusion so true as in @wesmckinn's @PythonHPC 2011 paper on @pandas_dev: "In our opinion, pandas provides a solid foundation upon which a very powerful data analysis ecosystem can be established." (https://t.co/0AHaWI2gKD) #PyHPC #Python #DataScience

[EuroSciPy @EuroSciPy]

The website for #euroscipy2020 is online https://t.co/lddpLKl4An

[Rollin Thomas @r_c_thomas]

Summer internship projects @NERSC for 2020 in Data and Analytics have just been posted: Python+GPUs, deep learning, Jupyter in HPC, climate data science, AI I/O workload analysis, big data portals & more! Link: https://t.co/SKlV3KmaoM @ProjectJupyter @PythonHPC