GPU là nút thắt thực sự, hay lỗi nằm ở phần mềm? Nhiều hệ thống suy luận AI vẫn chưa tối ưu: chuyển thưa thành đặc, di chuyển dữ liệu thừa, gây áp lực bộ nhớ. Kết quả: VRAM, chi phí và độ trễ tăng, dù phần cứng chưa dùng hết công suất. Tối ưu stack phần mềm quan trọng không kém nâng cấp GPU. Bạn gặp vấn đề chủ yếu ở đâu: VRAM, latency hay chi phí? #GPU #AI #MachineLearning #TríTuệNhânTạo #TốiƯuHóa #SoftwareStack

https://www.reddit.com/r/LocalLLaMA/comments/1q4ev7h/are_gpus_really_the_bottleneck

AI: The New Electricity - Andrej Karpathy

#ai #softwareparadigms #llms #softwarestack

At the start of #ISC25 in #hamburg our colleagues Burak Mete, Jorge Echavarria and Xialong Deng, feel honored. Together with colleagues from the TUM, they have just been awarded the Hans Meuer Prize for their work: they further developed #SysSage for #supercomputers in which quantum systems operate. Sys-Sage is an component of programming environments and will therefore become part of the Munich #Quantum #softwarestack
Their award-winning paper can be found here: https://ieeexplore.ieee.org/document/11017506
Py3DEP [hydroclimate analysis]
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https://pypi.org/project/py3dep/ <-- link to app / resources
--
“Py3DEP is a part of [PyGeoUtils] HyRiver software stack that is designed to aid in hydroclimate analysis through web services. This package provides access to the 3DEP database which is a part of the National Map services. The 3DEP service has multi-resolution sources and depending on the user-provided resolution, the data is resampled on the server-side based on all the available data sources. Py3DEP returns the requests as xarray dataset…”
#GIS #spatial #mapping #Py3DEP #PyGeoUtils #HyRiver #softwarestack #elevation #3DEP #USGS #NationalMap #opendata #processing #spatialanalysis #hydroclimate #water #hydrology #webservices #xarray
@HyRiver @USGS
py3dep

Access topography data at any resolution via 3DEP web service of USGS.

PyPI
Linux Foundation to Form High Performance Softw... » ADMIN Magazine

The Linux Foundation (LF) has announced its intent to form the High Performance Software Foundation (HPSF).“Through a series of technical projects,...

ADMIN Magazine
I’m almost finished with my #cicd pipeline. I have an odd bug in one of my e2e tests where I’m unsure why it’s failing. However, I’m sure I’ll get it knocked out tomorrow.
To recap, the pipeline:
- Runs #UnitTests
- Runs #SecurityTests
- Generates #containers dynamically
- Deploys a #kubernetes environment
- Deploys a full #SoftwareStack
- Runs #e2e tests.

Let’s talk about software. In part 3 of our blog series about #RemoteTeamwork we talk about the #SoftwareStack that keeps our remote team connected. From project management to collaborative prototyping. #RemoteWork

https://www.bevuta.com/en/blog/remote-work-software-tools/

Which software do we use for working from home? | bevuta IT GmbH

Teamwork doesn’t need an office. If you use the right tools. In our blog we talk about the software we use for remote teamwork: from collaborative editing to video calls.