AshutoshShrivastava (@ai_for_success)

DeepReinforce가 자동 코드 최적화 도구 'IterX'를 발표했습니다. IterX는 강화학습(reinforcement learning)을 이용해 수천 번의 보상 기반 반복을 실행하면서 실제 런타임 및 비용 개선을 목표로 코드를 자동 최적화하며, 단일 제안이 아닌 반복적 보상 최적화 접근을 취합니다.

https://x.com/ai_for_success/status/2013268734589514202

#reinforcementlearning #codeoptimization #autotuning #deepreinforce

AshutoshShrivastava (@ai_for_success) on X

DeepReinforce Introduces IterX for Automated Code Optimization TLDR IterX uses reinforcement learning to automatically optimize code by running thousands of reward driven iterations, targeting real runtime and cost improvements instead of single pass code suggestions. - IterX

X (formerly Twitter)

"What I created during my time at the eScience Center is not limited to one specific purpose but can immediately be deployed in other people's research. I’m proud to have made an impact in that way."
Read the interview with @fjwillemsen about his time as a PhD student at the eScience Center: https://medium.com/@esciencecenternl/8c1a55e0aedf?source=friends_link&sk=4c041100d923f0fe1c35190c972eb972

#GPU #autotuning

Enhancing Transformer Performance and Portability through Auto-tuning Frameworks

#CUDA #LLM #AutoTuning #PerformancePortability #Package

https://hgpu.org/?p=30329

Enhancing Transformer Performance and Portability through Auto-tuning Frameworks

Abstract Transformer-based models such as BERT and GPT2 have become the foundation of many modern applications, yet their execution requires substantial computational and memory resources. To addre…

hgpu.org

Fiat 500 Turbo Pop Sport – valgusti komplekt 6 LED-lambipirni: Fiat 500 LED valgustikomplekt

Muuda oma Fiat 500 salong eredamaks ja stiilsemaks 6 LED-lambiga. Kvaliteetne ja pikaealine valguslahendus! https://tootemaailm.ee/fiat-500-turbo-pop-sport-valgusti-komplekt-led-lambipirni/ #Fiat500 #LEDvalgustus #autoaksessuaarid #autotuning #valgustikomplekt

In Sachen Autos mag ich Mustang, Chevy, Dodge Pickup, Chevrolet, Camaro und klassische Sportwagen

Mir geht's dabei mehr ums Aussehen und den Style als um die Geschwindigkeit.

Eher Original und möglichst wenig umbauten.

#Autos #Sportwagen #Autotuning

And also, at Q, even if terminals 4 and 5 are similar, but they are not the same🤷‍♂️! You could get false test results, #HapaUjanjaTu 👇

www.5021.tips/ujanja/ec

👆☝️
In this useless #App 📱💻 We keep writing certain nonsense on #howto #controlsystems' #sensors #actuators #ecurepair #ecu #repairtips #5021tips #autorepairtips #howtorepair #howitsdone #diy #canbus #diytipsandtricks #carprogramming #autoelectronics #autoelectrical #magari #obd #autodiagnostics #autodiagnosis #autotuning

GPU Performance Portability needs Autotuning

#HIP #CUDA #Autotuning #Performance

https://hgpu.org/?p=29899

GPU Performance Portability needs Autotuning

As LLMs grow in complexity, achieving state-of-the-art performance requires tight co-design across algorithms, software, and hardware. Today’s reliance on a single dominant platform limits po…

hgpu.org

Last week we released version 1.1 of Kernel Tuner, out Python tool for performance, and energy-efficiency, tuning of GPU applications.

https://github.com/KernelTuner/kernel_tuner/releases/tag/1.1.0

#GPU #HPC #KernelTuner #Autotuning

Release Version 1.1.0 · KernelTuner/kernel_tuner

This release integrates many smaller changes that have been made over the past year. The most significant new features are: The NCUObserver to include performance metrics from the Nvidia Profiler ...

GitHub