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Python HPC bechmarks v3 are out now! github.com/dionhaefner/py… 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
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! ieeexplore.ieee.org/xpl/tocresult.…
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: doi.org/10.1109/MCSE.2…
A nice blog post comparing parallel-computing engines in Python cosmiccoding.com.au/tutorials/mult… Happy to see loky appreciated. via @glemaitre58
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?
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!
#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!
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'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 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
#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
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. okt.to/JTxIy1
Spread the word - #PyHPC returns to @Supercomputing! Call for submissions is now open: pyhpc.io Stay tuned here for updates. #Python #HPC #ML #BigData #Exascale #HPCEducation #HPCTraining #IEEE #SC20 PyHPC is committed to inclusivity and accessibility. #HPC4ALL
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
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." (dlr.de/sc/desktopdefa…) #PyHPC #Python #DataScience
Pandas 1.0 is here! * Read the release notes: pandas.pydata.org/pandas-docs/ve… * Read the blogpost reflecting on what 1.0 means to our project: dev.pandas.io/pandas-blog/pa… * Install with conda / PyPI: pandas.pydata.org/pandas-docs/ve… Thanks to our 300+ contributors to this release.
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: nersc.gov/research-and-d… @ProjectJupyter @PythonHPC
Our worksflows and distributing computing group leader, @rosabadia, is now giving a BOF on Python for High Performance and Scientific Computing @bsc_compss #SC19
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