OrthoRoute – GPU-accelerated autorouting for KiCad
https://bbenchoff.github.io/pages/OrthoRoute.html
#ycombinator #hardware_engineering #PCB_design #autorouting #autorouter #CUDA #CuPy #electronics

Prepping for my sci-fi inspired data science projects live stream

We decided on the last call to do img classification #CNN w/ #NVIDIA GPUs and #RAPIDS #opencv #cuml #seaborn #cuDF #cupy and started a PRD. I'll share my finished PRD and get to building live for 2 hours.

Wed, July 23 1:15p ET / 12:15p CT / 5:15p GMT

Feel free to come by & say 'hello'

https://www.youtube.com/live/2IPZ35XpZaY?si=IDqW2EHAGNDed7jZ

At PyData NYC tutorial, by Jacob Tomlinson, I learned that now it is possible to access the same array on the GPU from pytorch and cupy. I'm loving how it will let you use the strengths of different libraries without dealing with extra memory copies.

https://nyc2024.pydata.org/cfp/talk/VAVRYW/
#PyDataNYC2024
#pytorch
#cupy

CUDAスレッド並列起動のエンジニアリング。50個のAIモデルをGPU並列同時高速トレーニング。
https://qiita.com/tetsutakamurata76/items/8a565207a0bc4f52f41e?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items

#qiita #Python #初心者 #ポエム #CuPy #ChatGPT

並列同時計算。GPU実行の勾配降下法。多くの解の候補が同時に探索され、最適解に近づく可能性が格段に高まる。
https://qiita.com/tetsutakamurata76/items/edeccb769e19c21d6966?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items

#qiita #Python #初心者 #ポエム #CuPy #ChatGPT

動画生成AIは、４次元重みテンソルニューラルネットワークが効くのかな。
https://qiita.com/tetsutakamurata76/items/f9f37c234fe29214585d?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items

#qiita #Python #初心者 #ポエム #CuPy #ChatGPT

Qwen AIによる、自動で高効率なGPU対応コードに変換するプログラム。
https://qiita.com/tetsutakamurata76/items/b37d5c3ffb54360e9b8c?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items

#qiita #Python #初心者 #ポエム #CuPy #ChatGPT

デジタル量子コンピュータ。全探索を高速計算。GPU時間: 26.0642秒。秘密の最適化を施し高速化すると GPU時間: 0.0592秒。
https://qiita.com/tetsutakamurata76/items/b3ded2aee726c0ec7737?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items

#qiita #Python #初心者 #ポエム #CuPy #ChatGPT

次世代の高速計算。自動で高効率なGPU対応コードに変換するプログラム。
https://qiita.com/tetsutakamurata76/items/5a87aff4bf6085b1c61b?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items

#qiita #Python #初心者 #ポエム #CuPy #ChatGPT

「GPUとcupyを用いた並列計算のオセロAI」。探索の最前線を突破。
https://qiita.com/tetsutakamurata76/items/575443cae49739289d61?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items

#qiita #Python #初心者 #ポエム #CuPy #ChatGPT

脳波や自然界にも見られるといわれる、ｆ分の１の揺らぎを視覚的に理解する。GPU並列計算で。
https://qiita.com/tetsutakamurata76/items/768dbe846e522bffbbea?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items

#qiita #Python #初心者 #ポエム #CuPy #ChatGPT

台風のような渦の進路の予測を。GPU並列計算で。
https://qiita.com/tetsutakamurata76/items/f5cd1c7d75e4112fd67b?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items

#qiita #Python #初心者 #ポエム #CuPy #ChatGPT

The best days are when you can learn something new! Today, the @eScienceCenter is filled with participants wanting to gain first-hand experience in learning how to use #Python and #CUDA to program #GPUs! They'll even become familiar with libraries such as #CuPy and #NUMBA to accelerate Python code.

Time for more #mathart ?

Using #CUDA in #python via #cupy makes these relatively quick to render at higher resolutions.

Second day at the #Helmholtz #Imaging #hiconference2023.

Adriaan Graas, CWI Computational Imaging:
Just-in-time deep learning for real-time #Xray #tomography

deep learning #DL #deeplearning strategy for #realtime experiments: no prior data, real-time pipelines, #CuPy
challenges: robustness during RT #optimization, automatic or adaptive architectures, demonstrate on experiments with fast feedback

Here's some more fractal experiments, made with #python using #cupy to render on the GPU.

#fractal #mathart #pythonart #abstractart

We are organizing a GPU programming workshop the 18th and 19th of April. The workshop takes place at the Netherlands eScience Center in Amsterdam. Registration is free for academics working in the Netherlands.

https://www.esciencecenter.nl/event/gpu-programming-2/

#GPU #Python #CuPy #Numba #CUDA

More fun with strange attractors. Finally got GPU rendering going on these, makes things so much faster!

#strangeattractor #gpurender #mathart #mathisfun #cupy