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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
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
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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
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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
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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
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5 min read
Why Your PyTorch Training Crawls on a Beefy GPU (And How to Fix It)
alanwest profile

Why Your PyTorch Training Crawls on a Beefy GPU (And How to Fix It)

#pytorch #performance #machinelearning #gpu
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5 min read
RTX 5080 Undervolt Benchmarks, CGO-Free CUDA API Binding, & AMD GPU Compatibility Fix
soytuber profile
soy

RTX 5080 Undervolt Benchmarks, CGO-Free CUDA API Binding, & AMD GPU Compatibility Fix

#gpu #nvidia #hardware
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3 min read
Intel Arc & Arm Mali: New GPUs, Drivers & Benchmarks for Linux
soytuber profile
soy

Intel Arc & Arm Mali: New GPUs, Drivers & Benchmarks for Linux

#gpu #nvidia #hardware
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3 min read
AMD GPU/AI Launches, Legacy Driver Update & CUDA Optimization Platform
soytuber profile
soy

AMD GPU/AI Launches, Legacy Driver Update & CUDA Optimization Platform

#gpu #nvidia #hardware
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3 min read
Running LTX-2.3 Alongside TTS on a Single 96GB GPU with a Cold-Start Architecture
shinji_shimizu_bb51276a5e profile

Running LTX-2.3 Alongside TTS on a Single 96GB GPU with a Cold-Start Architecture

#gpu #python #machinelearning #ai
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5 min read
RTX 5090 Cooling, BeeLlama VRAM Opts, Resizable BAR Performance Gains
soytuber profile
soy

RTX 5090 Cooling, BeeLlama VRAM Opts, Resizable BAR Performance Gains

#gpu #nvidia #hardware
1
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4 min read
Five Years Later, I Finally Have 96GB VRAM — What It Actually Unlocks for Agent Loops
shinji_shimizu_bb51276a5e profile

Five Years Later, I Finally Have 96GB VRAM — What It Actually Unlocks for Agent Loops

#gpu #ai #machinelearning #python
Comments
8 min read
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