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Fyodor Serzhenko

Sep 18

Same nvJPEG2000, different numbers: timer boundaries and frames in flight

#cuda #gpu #performance #cpp

13 min read

Sep 18

Exploring Result Visibility of Fixed-Latency Instructions on the SM120 Architecture

#cuda #nvidia #gpu

10 min read

Sho Tanaka (tsho)

Sep 17

DeepSpeed ZeRO vs PyTorch FSDP2, Measured: 1.8x on NVLink, Barely Finishing on PCIe (Plus How to Actually Get GPUs on GKE)

#machinelearning #pytorch #deepspeed #gpu

10 min read

Yehor Cherednichenko

Sep 17

Half of my FP8 convolutions were silently running in f32 – a one-line XLA fix

#machinelearning #performance #compilers #gpu

6 min read

Vishnu Hari Dadhich

Sep 14

What Happens When You Ask an LLM a Question

#ai #localllm #llmbasics #gpu

8 min read

Sep 14

CUDA Cores vs Tensor Cores Explained

#gpu #machinelearning #deeplearning #beginners

2 min read

stmanst

Sep 9

Inside SFPU Overflow Bugs: How a 40-Year-Old Rounding Trick Breaks on Modern AI Accelerators

#ai #machinelearning #gpu #debugging

3 min read

erniou86

Sep 9

I Put a Paid AI Video Generator on My Own Gaming GPU — No Cloud Bill

#ai #gpu #selfhosting #machinelearning

3 min read

Stjepan

Sep 6

Reverse-Engineering NVIDIA: Modifying a CUDA binary

#nvidia #gpu #cuda #hex

4 min read

Dinesh Kumar Ramasamy

Sep 5

From API to GPU, Week 6 (Part 2): Watching a Neural Network Learn

#ai #llm #gpu #machinelearning

17 min read

Dinesh Kumar Ramasamy

Sep 5

From API to GPU, Week 6 (Part 1): A Model That Predicts, and How Wrong It Is

#ai #llm #gpu #machinelearning

13 min read

Ramkumar Nagaraj

Sep 4

Scale Before the Spike: Predictive Autoscaling for GPU Workloads on Kubernetes

#kubernetes #autoscaling #gpu #devops

6 min read

Sep 16

Ollama Not Using GPU? Fix It on Linux, Windows and WSL

#ollama #gpu #linux #windows

6 min read

Jahn

Sep 2

DGX Spark (GB10) memory sizing for LLM serving: the numbers

#nvidia #llm #inference #gpu

7 min read

xbill for Google Developer Experts

Sep 16

A 4 GB Laptop GPU Beats a 12-Core CPU by 4.3x on Gemma 4

#machinelearning #gpu #benchmarking #python

6 min read

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