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Why CUDA kernels silently corrupt memory and how to catch the bug
Alan West
Alan West
Alan West
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May 12
Why CUDA kernels silently corrupt memory and how to catch the bug
#
cuda
#
rust
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debugging
#
gpu
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5 min read
CUDA Out of Memory at 60% Utilization: Tracing PyTorch GPU Memory Fragmentation
Ingero Team
Ingero Team
Ingero Team
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May 4
CUDA Out of Memory at 60% Utilization: Tracing PyTorch GPU Memory Fragmentation
#
gpu
#
cuda
#
pytorch
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debugging
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4 min read
How I optimized a Solana vanity address grinder to 44M keys/sec on GPU
Anton
Anton
Anton
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Apr 29
How I optimized a Solana vanity address grinder to 44M keys/sec on GPU
#
cuda
#
solana
#
gpu
#
cryptocurrency
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2 min read
From Black Magic to Science: The Evolution of the CUDA Optimization Skill
aa24aa
aa24aa
aa24aa
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Apr 22
From Black Magic to Science: The Evolution of the CUDA Optimization Skill
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cuda
#
agents
#
cutlass
#
triton
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11 min read
Learning Resources Tech
cookie
cookie
cookie
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Apr 22
Learning Resources Tech
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webdev
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cuda
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programming
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beginners
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1 min read
512MiB 512MB — the silent trtexec bug
Tushar Thokdar
Tushar Thokdar
Tushar Thokdar
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Apr 12
512MiB 512MB — the silent trtexec bug
#
tensorrt
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jetson
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cuda
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debugging
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2 min read
Memory Coalescing: Same computation, 6x Performance Difference
Myoungho Shin
Myoungho Shin
Myoungho Shin
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Apr 9
Memory Coalescing: Same computation, 6x Performance Difference
#
cuda
#
gpu
#
aiops
#
cpp
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6 min read
Setting Up NVIDIA Drivers and CUDA for ML/DL on Ubuntu 22.04
Abraham Audu
Abraham Audu
Abraham Audu
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Apr 6
Setting Up NVIDIA Drivers and CUDA for ML/DL on Ubuntu 22.04
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nvidia
#
cuda
#
ubuntu
#
machinelearning
1
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3 min read
Achieving Neuro‑Sama‑Tier Speech‑to‑Text for Your Local AI Companion (Whisper + CUDA + LivinGrimoire)
owly
owly
owly
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Apr 7
Achieving Neuro‑Sama‑Tier Speech‑to‑Text for Your Local AI Companion (Whisper + CUDA + LivinGrimoire)
#
whisper
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designpatterns
#
python
#
cuda
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5 min read
CUDA Graphs: The 8-Year Overnight Success and the Observability Gap
Ingero Team
Ingero Team
Ingero Team
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Apr 8
CUDA Graphs: The 8-Year Overnight Success and the Observability Gap
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cuda
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gpu
#
ebpf
#
ai
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9 min read
124x Slower: What PyTorch DataLoader Actually Does at the Kernel Level
Ingero Team
Ingero Team
Ingero Team
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Apr 1
124x Slower: What PyTorch DataLoader Actually Does at the Kernel Level
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pytorch
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gpu
#
python
#
cuda
1
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5 min read
Tracing a 13x PyTorch Slowdown to a Hidden NumPy Synchronization
Ingero Team
Ingero Team
Ingero Team
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Mar 31
Tracing a 13x PyTorch Slowdown to a Hidden NumPy Synchronization
#
pytorch
#
cuda
#
python
#
gpu
2
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4 min read
Installing NVIDIA Drivers Without CUDA
Asher-ish
Asher-ish
Asher-ish
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Mar 19
Installing NVIDIA Drivers Without CUDA
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nvidia
#
cuda
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ubuntu
#
linux
2
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7 min read
AMD ROCm on Consumer GPUs: The Open-Source CUDA Alternative That Actually Works Now [2026 Guide]
Kunal
Kunal
Kunal
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Mar 18
AMD ROCm on Consumer GPUs: The Open-Source CUDA Alternative That Actually Works Now [2026 Guide]
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rocm
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amd
#
cuda
#
opensource
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7 min read
I built the first open-source FP8 linear solver in Python — 2-3x faster than cuBLAS
SHARVESWAR .M
SHARVESWAR .M
SHARVESWAR .M
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Mar 15
I built the first open-source FP8 linear solver in Python — 2-3x faster than cuBLAS
#
python
#
cuda
#
gpu
#
opensource
2
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3 min read
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