autotuning julian casablancas should be illegal
November 8, 2026 at 11:13 PM
autotuning julian casablancas should be illegal
We need to pace the autotuning frontier
November 8, 2026 at 10:58 PM
We need to pace the autotuning frontier
are they still autotuning the news
November 2, 2026 at 7:30 AM
are they still autotuning the news
Singtrix Portable Karaoke Machine On Shark Tank Kids & Adults All-In-One Karaoke System 350+Voice Effects & Autotuning PA Speaker Party Bundle Karaoke Microphone Use Free YouTube Karaoke Songs#SingtrixKaraoke#SingtrixPortable#KaraokeMachine#SharkTank#KaraokeForKids
Singtrix Portable Karaoke Machine On Shark Tank Kids & Adults All-In-One Karaoke System 350+Voice Effects & Autotuning PA Speaker Party Bundle Karaoke Microphone Use Free YouTube Karaoke Songs
www.amazon.com
November 6, 2026 at 5:15 AM
Singtrix Portable Karaoke Machine On Shark Tank Kids & Adults All-In-One Karaoke System 350+Voice Effects & Autotuning PA Speaker Party Bundle Karaoke Microphone Use Free YouTube Karaoke Songs#SingtrixKaraoke#SingtrixPortable#KaraokeMachine#SharkTank#KaraokeForKids
Yineng Yan, Haowei Chen, Christopher J. Rossbach: SysPilot: Cross-Library Performance Autotuning via Library Performance Contracts https://arxiv.org/abs/2611.06078 https://arxiv.org/pdf/2611.06078 https://arxiv.org/html/2611.06078
November 5, 2026 at 6:43 AM
Yineng Yan, Haowei Chen, Christopher J. Rossbach: SysPilot: Cross-Library Performance Autotuning via Library Performance Contracts https://arxiv.org/abs/2611.06078 https://arxiv.org/pdf/2611.06078 https://arxiv.org/html/2611.06078
older bands that predate AI... or even predate autotuning. people need to stop listening to spotify and platforms that just feed them music lazily. find something you like and make a playlist manually.
October 28, 2026 at 5:01 PM
older bands that predate AI... or even predate autotuning. people need to stop listening to spotify and platforms that just feed them music lazily. find something you like and make a playlist manually.
Subtle autotuning. Improves the singers.
It's different for show albums: they're written down, plus those Follies recordings were really rushed with a crap producer.
It's different for show albums: they're written down, plus those Follies recordings were really rushed with a crap producer.
October 23, 2026 at 7:44 AM
Subtle autotuning. Improves the singers.
It's different for show albums: they're written down, plus those Follies recordings were really rushed with a crap producer.
It's different for show albums: they're written down, plus those Follies recordings were really rushed with a crap producer.
Helion으로 고성능이면서 이식 가능한 vLLM 선형 백엔드 구축하기 | 파이토치 한국 사용자 모임
요약 / TL;DR
Helion을 vLLM의 선형 백엔드(linear backend)에 통합했습니다. 자동 튜닝(autotuning)되는 고수준 커널 DSL이 커널 구현의 복잡도를 줄이면서 LLM 추론 성능을 어떻게 높일 수 있는지 살펴보기 위해서입니다. Helion으로 작성한 일반 행렬 곱셈(GEMM, general matrix multiplication) 구현 하나가 Standard GEMM, Split-K, Swap-AB…
요약 / TL;DR
Helion을 vLLM의 선형 백엔드(linear backend)에 통합했습니다. 자동 튜닝(autotuning)되는 고수준 커널 DSL이 커널 구현의 복잡도를 줄이면서 LLM 추론 성능을 어떻게 높일 수 있는지 살펴보기 위해서입니다. Helion으로 작성한 일반 행렬 곱셈(GEMM, general matrix multiplication) 구현 하나가 Standard GEMM, Split-K, Swap-AB…
Helion으로 고성능이면서 이식 가능한 vLLM 선형 백엔드 구축하기 | 파이토치 한국 사용자 모임
요약 / TL;DR
Helion을 vLLM의 선형 백엔드(linear backend)에 통합했습니다. 자동 튜닝(autotuning)되는 고수준 커널 DSL이 커널 구현의 복잡도를 줄이면서 LLM 추론 성능을 어떻게 높일 수 있는지 살펴보기 위해서입니다. Helion으로 작성한 일반 행렬 곱셈(GEMM, general matrix multiplication) 구현 하나가 Standard GEMM, Split-K, Swap-AB 같은 여러 알고리즘 변형을 모두 다룰 수 있습니다. 가장 좋은 변형과 구성(config)은 입력 형태(shape)별 자동 튜닝으로 선택됩니다.
We integrated [Helion](https://helionlang...
discuss.pytorch.kr
October 20, 2026 at 12:56 PM
Helion으로 고성능이면서 이식 가능한 vLLM 선형 백엔드 구축하기 | 파이토치 한국 사용자 모임
요약 / TL;DR
Helion을 vLLM의 선형 백엔드(linear backend)에 통합했습니다. 자동 튜닝(autotuning)되는 고수준 커널 DSL이 커널 구현의 복잡도를 줄이면서 LLM 추론 성능을 어떻게 높일 수 있는지 살펴보기 위해서입니다. Helion으로 작성한 일반 행렬 곱셈(GEMM, general matrix multiplication) 구현 하나가 Standard GEMM, Split-K, Swap-AB…
요약 / TL;DR
Helion을 vLLM의 선형 백엔드(linear backend)에 통합했습니다. 자동 튜닝(autotuning)되는 고수준 커널 DSL이 커널 구현의 복잡도를 줄이면서 LLM 추론 성능을 어떻게 높일 수 있는지 살펴보기 위해서입니다. Helion으로 작성한 일반 행렬 곱셈(GEMM, general matrix multiplication) 구현 하나가 Standard GEMM, Split-K, Swap-AB…
What is his obsession with autotuning his voice, dude?
He can still hit the notes, is it just an aesthetic preference or vital timbre that has to be maintained?
He can still hit the notes, is it just an aesthetic preference or vital timbre that has to be maintained?
October 16, 2026 at 11:55 PM
What is his obsession with autotuning his voice, dude?
He can still hit the notes, is it just an aesthetic preference or vital timbre that has to be maintained?
He can still hit the notes, is it just an aesthetic preference or vital timbre that has to be maintained?
GPU Goldmines offers a framework for tuning WebGPU kernels across devices, targeting matrix multiplication and flash attention for edge LLM inference. The approach uses performance characterization to speed up autotuning…
#WebGPU #LLMInference #EdgeAI #GPUComputing
https://arxiv.org/abs/2610.17321
#WebGPU #LLMInference #EdgeAI #GPUComputing
https://arxiv.org/abs/2610.17321
October 14, 2026 at 2:01 PM
GPU Goldmines offers a framework for tuning WebGPU kernels across devices, targeting matrix multiplication and flash attention for edge LLM inference. The approach uses performance characterization to speed up autotuning…
#WebGPU #LLMInference #EdgeAI #GPUComputing
https://arxiv.org/abs/2610.17321
#WebGPU #LLMInference #EdgeAI #GPUComputing
https://arxiv.org/abs/2610.17321
➭ ShadowMountPlus 1.7beta5 🧐
github.com/drakmor/Shad...
github.com/drakmor/Shad...
Release ShadowMountPlus 1.7beta5 · drakmor/ShadowMountPlus
Removed legacy kstuff auto-pause and delay autotuning. Use the latest version of kstuff and do not use EtaHEN.
Added per-game and default fakelib modes: Full, Emulators only, and Disabled, configur...
github.com
October 10, 2026 at 7:12 PM
➭ ShadowMountPlus 1.7beta5 🧐
github.com/drakmor/Shad...
github.com/drakmor/Shad...
You hit the nail on the coffin there since the way the vocals are done are robotic and weirdly sounding, like as if the SINGERS in A.I. are using Autotuning (hey guys, remember that phase of singers using Autotuning and how bad that was?).
This Bear got it right! :)
This Bear got it right! :)
October 7, 2026 at 5:22 PM
You hit the nail on the coffin there since the way the vocals are done are robotic and weirdly sounding, like as if the SINGERS in A.I. are using Autotuning (hey guys, remember that phase of singers using Autotuning and how bad that was?).
This Bear got it right! :)
This Bear got it right! :)
it's kinda like heavy autotune but without the tune part. like you're autotuning a text-to-speech voice, which i guess might be what's going on behind the scenes
October 7, 2026 at 8:12 AM
it's kinda like heavy autotune but without the tune part. like you're autotuning a text-to-speech voice, which i guess might be what's going on behind the scenes
Burn 0.22.0: Faster Builds, Easier Extensions, and Smarter Autotuning https://lobste.rs/s/cme2vx ##rust ##performance ##ai
Burn 0.22.0: Faster Builds, Easier Extensions, and Smarter Autotuning
tracel.ai
October 7, 2026 at 12:00 AM
Burn 0.22.0: Faster Builds, Easier Extensions, and Smarter Autotuning https://lobste.rs/s/cme2vx ##rust ##performance ##ai
Burn 0.22.0: Faster Builds, Easier Extensions, and Smarter Autotuning
Discussion | lobsters | Author: nrposner
#Rust
Discussion | lobsters | Author: nrposner
#Rust
Burn 0.22.0: Faster Builds, Easier Extensions, and Smarter Autotuning
Burn 0.22.0: Faster builds without backend generics, easier custom operations, adaptive memory management, smarter autotuning, GPU graph replay, and new fine-tuning and deployment workflows.
tracel.ai
October 7, 2026 at 12:06 AM
Burn 0.22.0: Faster Builds, Easier Extensions, and Smarter Autotuning
Discussion | lobsters | Author: nrposner
#Rust
Discussion | lobsters | Author: nrposner
#Rust
The music is groundbreaking and timeless. I ❤️ every KC album. But the vocals? Well... this is one of those rare instances where I'd actually like some autotuning. It's a bit painful in spots.
John Wetton got much better as a vocalist a few years later in UK and Asia.
John Wetton got much better as a vocalist a few years later in UK and Asia.
October 6, 2026 at 2:07 PM
The music is groundbreaking and timeless. I ❤️ every KC album. But the vocals? Well... this is one of those rare instances where I'd actually like some autotuning. It's a bit painful in spots.
John Wetton got much better as a vocalist a few years later in UK and Asia.
John Wetton got much better as a vocalist a few years later in UK and Asia.
Und ich aus 8280 @chruezlinge.bsky.social
Geht als Tattoo auch mit dem Jesuskreuz - da nach dem Cruzelin, einem Splitter des Jesuskreuzes benannt. Oder auch in Kombi mit einem tiefergelegten Auto (TG).😜
#Autotuning
Geht als Tattoo auch mit dem Jesuskreuz - da nach dem Cruzelin, einem Splitter des Jesuskreuzes benannt. Oder auch in Kombi mit einem tiefergelegten Auto (TG).😜
#Autotuning
October 3, 2026 at 11:49 AM
Und ich aus 8280 @chruezlinge.bsky.social
Geht als Tattoo auch mit dem Jesuskreuz - da nach dem Cruzelin, einem Splitter des Jesuskreuzes benannt. Oder auch in Kombi mit einem tiefergelegten Auto (TG).😜
#Autotuning
Geht als Tattoo auch mit dem Jesuskreuz - da nach dem Cruzelin, einem Splitter des Jesuskreuzes benannt. Oder auch in Kombi mit einem tiefergelegten Auto (TG).😜
#Autotuning
Building a High-Performance and Portable vLLM Linear Backend with Helion
This article focuses heavily on the potential of AOT autotuning, yet it downplays the significant ongoing overhead introduced by the necessary manual maintenance and validation of pre-tuned configurations fo…
via PyTorch Blog
This article focuses heavily on the potential of AOT autotuning, yet it downplays the significant ongoing overhead introduced by the necessary manual maintenance and validation of pre-tuned configurations fo…
via PyTorch Blog
arc-codex.com
October 3, 2026 at 11:15 AM
Building a High-Performance and Portable vLLM Linear Backend with Helion
This article focuses heavily on the potential of AOT autotuning, yet it downplays the significant ongoing overhead introduced by the necessary manual maintenance and validation of pre-tuned configurations fo…
via PyTorch Blog
This article focuses heavily on the potential of AOT autotuning, yet it downplays the significant ongoing overhead introduced by the necessary manual maintenance and validation of pre-tuned configurations fo…
via PyTorch Blog
Helion, a PyTorch-native kernel DSL, powers a vLLM linear backend with per-shape autotuning. On Hopper, tuning plus hybrid dispatch beat vLLM’s default CUTLASS and DeepGEMM backends.
https://pytorch.org/blog/building-a-high-performance-and-portable-vllm-linear-backend-with-helion/
https://pytorch.org/blog/building-a-high-performance-and-portable-vllm-linear-backend-with-helion/
October 2, 2026 at 8:05 PM
Helion, a PyTorch-native kernel DSL, powers a vLLM linear backend with per-shape autotuning. On Hopper, tuning plus hybrid dispatch beat vLLM’s default CUTLASS and DeepGEMM backends.
https://pytorch.org/blog/building-a-high-performance-and-portable-vllm-linear-backend-with-helion/
https://pytorch.org/blog/building-a-high-performance-and-portable-vllm-linear-backend-with-helion/
At #PyTorchCon North America 2026, Alessandro Sangiorgi, Senior Software Engineer (Red Hat), will show how warm starts let Helion autotuning reuse cached configurations for faster iteration instead of repeated cold searches.
https://hubs.la/Q04v4SL60
https://hubs.la/Q04v4SL60
September 23, 2026 at 9:13 PM
At #PyTorchCon North America 2026, Alessandro Sangiorgi, Senior Software Engineer (Red Hat), will show how warm starts let Helion autotuning reuse cached configurations for faster iteration instead of repeated cold searches.
https://hubs.la/Q04v4SL60
https://hubs.la/Q04v4SL60
Irgendwas mit Xzibit und MTV-Show und Autotuning.
September 18, 2026 at 12:59 PM
Irgendwas mit Xzibit und MTV-Show und Autotuning.
vLLM v0.30.0rc1 isolates supplemental FlashInfer BF16 autotuning in a bugfix for this tuning path.
https://github.com/vllm-project/vllm/releases/tag/v0.30.0rc1
https://github.com/vllm-project/vllm/releases/tag/v0.30.0rc1
September 17, 2026 at 10:55 AM
vLLM v0.30.0rc1 isolates supplemental FlashInfer BF16 autotuning in a bugfix for this tuning path.
https://github.com/vllm-project/vllm/releases/tag/v0.30.0rc1
https://github.com/vllm-project/vllm/releases/tag/v0.30.0rc1
Lyft replaced a homegrown Flink Kubernetes operator with the Apache Flink Kubernetes Operator to enable last-state upgrades, autoscaling, and resource autotuning while reducing upgrade and rollback complexity.
Save What Matters
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briefly.co
September 16, 2026 at 11:13 AM
Lyft replaced a homegrown Flink Kubernetes operator with the Apache Flink Kubernetes Operator to enable last-state upgrades, autoscaling, and resource autotuning while reducing upgrade and rollback complexity.
Lyft replaced a homegrown Flink Kubernetes operator with the Apache Flink Kubernetes Operator to enable last-state upgrades, autoscaling, and resource autotuning while reducing upgrade and rollback complexity.
Save What Matters
Curate Feeds | Make Collections | Customize Email Briefs
briefly.co
September 16, 2026 at 11:12 AM
Lyft replaced a homegrown Flink Kubernetes operator with the Apache Flink Kubernetes Operator to enable last-state upgrades, autoscaling, and resource autotuning while reducing upgrade and rollback complexity.