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Auto-Generated CUDA Kernels Need Kernel-Level Validation
ingero profile

Auto-Generated CUDA Kernels Need Kernel-Level Validation

#ai #machinelearning #gpu #performance
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5 min read
Notes on CUDA Tensor Core GEMM (WMMA)
member_2e5ba30f profile

Notes on CUDA Tensor Core GEMM (WMMA)

#cuda #gpu #cpp #performance
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4 min read
Next-Gen AV2 v1.0 Video Spec; Wine-Staging 11.10 Fixes Linux GPU Display; NVIDIA's Power-Efficient AI Factories
soytuber profile
soy

Next-Gen AV2 v1.0 Video Spec; Wine-Staging 11.10 Fixes Linux GPU Display; NVIDIA's Power-Efficient AI Factories

#gpu #nvidia #hardware
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3 min read
Where Tensor-Parallel Inference Hits the NVLink Wall
member_2e5ba30f profile

Where Tensor-Parallel Inference Hits the NVLink Wall

#cuda #gpu #machinelearning #performance
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2 min read
AMD Linux 7.2 Graphics & SteamOS VRR Drivers, NVIDIA Vera CPU Benchmarks
soytuber profile
soy

AMD Linux 7.2 Graphics & SteamOS VRR Drivers, NVIDIA Vera CPU Benchmarks

#gpu #nvidia #hardware
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3 min read
31B Gemma 4 Deployment with NVIDIA Blackwell 6000, MCP, Cloud Run, and Antigravity CLI
xbill profile

31B Gemma 4 Deployment with NVIDIA Blackwell 6000, MCP, Cloud Run, and Antigravity CLI

#gpu #mcps #runcloud #antigravitycli
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15 min read
From Kernel Scheduler to Python Source Line: Tracing a GPU Stall End to End
ingero profile

From Kernel Scheduler to Python Source Line: Tracing a GPU Stall End to End

#ebpf #gpu #python #observability
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6 min read
AMD ROCm 7.2.4, Radeon Software 26.12, & Fwupd 2.1.4 Boost Linux GPU Support
soytuber profile
soy

AMD ROCm 7.2.4, Radeon Software 26.12, & Fwupd 2.1.4 Boost Linux GPU Support

#gpu #nvidia #hardware
Comments
4 min read
Tracing torch.cuda.empty_cache() on an RTX 4090 - Where Do the 53 MB Go?
ingero profile

Tracing torch.cuda.empty_cache() on an RTX 4090 - Where Do the 53 MB Go?

#gpu #cuda #pytorch #debugging
Comments
5 min read
5090 vs 4090 for AI Workloads: Buy, Rent, or Validate in the Cloud?
runcai profile

5090 vs 4090 for AI Workloads: Buy, Rent, or Validate in the Cloud?

#gpu #ai #cloud #hardware
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15 min read
SemiAnalysis访Makora联合创始人谈自动化GPU优化与AI推理前沿
cognitalk profile

SemiAnalysis访Makora联合创始人谈自动化GPU优化与AI推理前沿

#ai #hardware #gpu #infrastructure
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1 min read
CUDA 13.3 Lands, AI Writes Blackwell Kernels, & FP4 VRAM Optimization for LLMs
soytuber profile
soy

CUDA 13.3 Lands, AI Writes Blackwell Kernels, & FP4 VRAM Optimization for LLMs

#gpu #nvidia #hardware
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3 min read
FlashAttention CUDA Kernel, Strix Halo MOE Boost, & NVIDIA DLSS 4.5 Driver Update
soytuber profile
soy

FlashAttention CUDA Kernel, Strix Halo MOE Boost, & NVIDIA DLSS 4.5 Driver Update

#gpu #nvidia #hardware
Comments
3 min read
PatentLLM: CUDA TileLang/Triton B200 5x Speedup, RTX 5090 Power, PTX Grammar
soytuber profile
soy

PatentLLM: CUDA TileLang/Triton B200 5x Speedup, RTX 5090 Power, PTX Grammar

#gpu #nvidia #hardware
Comments
3 min read
How to Detect GPU Waste in a Kubernetes Cluster
sam_hosseini_4b7dd131c8ee profile

How to Detect GPU Waste in a Kubernetes Cluster

#kubernetes #gpu #mlops #devops
Comments
5 min read
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