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CUDA incompatible with my gcc version

Resolving CUDA Incompatibility Issues with GCC Versions CUDA short for Compute Unified Device Architecture is a parallel computing platform and application prog

3 min read 08-10-2024 52
CUDA incompatible with my gcc version
CUDA incompatible with my gcc version

Write result into text file in CUDA/OptiX

Writing Results to a Text File in CUDA Opti X Understanding the Problem When working with CUDA and Opti X for GPU computing and ray tracing one common task is o

3 min read 08-10-2024 36
Write result into text file in CUDA/OptiX
Write result into text file in CUDA/OptiX

Paralelizing FFT (using CUDA)

Parallelizing FFT Using CUDA A Comprehensive Guide Understanding the Problem Fast Fourier Transform FFT is a powerful algorithm that converts a sequence of valu

3 min read 07-10-2024 47
Paralelizing FFT (using CUDA)
Paralelizing FFT (using CUDA)

Nvidia NVML Driver/library version mismatch

Nvidia NVML Driver Library Version Mismatch A Guide to Troubleshooting Problem Encountering a mismatch between the Nvidia NVML driver version and the library ve

2 min read 07-10-2024 56
Nvidia NVML Driver/library version mismatch
Nvidia NVML Driver/library version mismatch

How to remove cuda completely from ubuntu?

Unleashing Your Ubuntu A Comprehensive Guide to Removing CUDA Completely Tired of CUDA hogging your precious disk space Or maybe you re transitioning to a diffe

2 min read 06-10-2024 65
How to remove cuda completely from ubuntu?
How to remove cuda completely from ubuntu?

CUDA compile problems on Windows, Cmake error: No CUDA toolset found

CUDA Compilation Troubles on Windows Tackling the No CUDA Toolset Found Error Developing high performance applications using GPUs often involves utilizing NVIDI

3 min read 06-10-2024 91
CUDA compile problems on Windows, Cmake error: No CUDA toolset found
CUDA compile problems on Windows, Cmake error: No CUDA toolset found

Unable to install CUDA on Ubuntu 16.04

CUDA Installation Woes on Ubuntu 16 04 A Comprehensive Guide to Troubleshooting Introduction Installing CUDA on Ubuntu 16 04 can be a frustrating experience oft

2 min read 06-10-2024 64
Unable to install CUDA on Ubuntu 16.04
Unable to install CUDA on Ubuntu 16.04

Does it matter if the version of cuda on docker is different from the version of cuda on the PC?

Cuda Mismatch Docker vs Host Machine Does It Matter Running CUDA applications within Docker containers often raises questions about compatibility between the co

2 min read 06-10-2024 82
Does it matter if the version of cuda on docker is different from the version of cuda on the PC?
Does it matter if the version of cuda on docker is different from the version of cuda on the PC?

Linker error: /usr/bin/ld: cannot find -lcudart_static while trying to compile CUDA code with clang

Linker Error usr bin ld cannot find lcudart static A Comprehensive Guide to CUDA Compilation with Clang The Problem A Missing Link Compiling CUDA code with Clan

3 min read 05-10-2024 65
Linker error: /usr/bin/ld: cannot find -lcudart_static while trying to compile CUDA code with clang
Linker error: /usr/bin/ld: cannot find -lcudart_static while trying to compile CUDA code with clang

How can I debug code 700 "illegal memory access" aka `CUDA_EXCEPTION_14, Warp Illegal Address`?

Decoding CUDAs Illegal Memory Access CUDA EXCEPTION 14 A Guide to Debugging Warp Illegal Addresses The dreaded CUDA EXCEPTION 14 Warp Illegal Address error also

3 min read 04-10-2024 60
How can I debug code 700 "illegal memory access" aka `CUDA_EXCEPTION_14, Warp Illegal Address`?
How can I debug code 700 "illegal memory access" aka `CUDA_EXCEPTION_14, Warp Illegal Address`?

CUDA compatibility with Visual Studio 2022 version 17.10

CUDA Compatibility with Visual Studio 2022 Version 17 10 A Comprehensive Guide Problem Developing CUDA applications often involves working with specific version

2 min read 04-10-2024 79
CUDA compatibility with Visual Studio 2022 version 17.10
CUDA compatibility with Visual Studio 2022 version 17.10

Arrayfire CPP with CUDA "failed to open libnvrtc-builtins.so.12.2"

Array Fire CPP with CUDA Solving the failed to open libnvrtc builtins so 12 2 Error Problem You re trying to compile and run Array Fire CPP code with CUDA but y

2 min read 04-10-2024 61
Arrayfire CPP with CUDA "failed to open libnvrtc-builtins.so.12.2"
Arrayfire CPP with CUDA "failed to open libnvrtc-builtins.so.12.2"

Cupy copy numpy array to existing device array

Efficiently Copying Num Py Arrays to Existing Cu Py Arrays Problem You re working with a large dataset and need to move it from Num Py CPU to Cu Py GPU for fast

2 min read 04-10-2024 73
Cupy copy numpy array to existing device array
Cupy copy numpy array to existing device array

Docker container with CUDA does not see my GPU | WSL2 / Ubuntu / Win10 | nvcc & nvidia-smi work

Docker Container with CUDA Cant See Your GPU Troubleshooting WSL 2 Ubuntu and Windows 10 Problem You re trying to run a Docker container that utilizes CUDA Nvid

3 min read 04-10-2024 74
Docker container with CUDA does not see my GPU | WSL2 / Ubuntu / Win10 | nvcc & nvidia-smi work
Docker container with CUDA does not see my GPU | WSL2 / Ubuntu / Win10 | nvcc & nvidia-smi work

Replacement for deprecated cuDNN functions - official NVIDIA migration path?

Migrating from Deprecated cu DNN Functions A Guide to NVIDIAs Official Path The world of deep learning is constantly evolving and so are the libraries and tools

2 min read 04-10-2024 65
Replacement for deprecated cuDNN functions - official NVIDIA migration path?
Replacement for deprecated cuDNN functions - official NVIDIA migration path?

AssertionError: Torch not compiled with CUDA enabled (Nothing works)

Understanding Assertion Error Torch not compiled with CUDA enabled Nothing Works When working with deep learning and neural networks using Py Torch encountering

3 min read 30-09-2024 81
AssertionError: Torch not compiled with CUDA enabled (Nothing works)
AssertionError: Torch not compiled with CUDA enabled (Nothing works)

cudf is very slow

Understanding Performance Issues with cu DF Why Its Slow and How to Improve It Introduction As the demand for data processing continues to rise many users have

3 min read 29-09-2024 71
cudf is very slow
cudf is very slow

Implement low pass filter using cufft

Implementing a Low Pass Filter Using CUFFT Low pass filters are essential in signal processing allowing lower frequency signals to pass through while attenuatin

3 min read 29-09-2024 89
Implement low pass filter using cufft
Implement low pass filter using cufft

CUDA more load transactions than store even though both are coalesced?

Understanding CUDA Why Are There More Load Transactions Than Store Transactions Even With Coalescing Introduction In CUDA programming efficient memory access is

3 min read 29-09-2024 91
CUDA more load transactions than store even though both are coalesced?
CUDA more load transactions than store even though both are coalesced?

NVIDIA and AMD GPU-s for one LLM model

Comparing NVIDIA and AMD GPUs for LLM Models Which is Right for You In the world of machine learning and natural language processing selecting the right GPU Gra

3 min read 28-09-2024 55
NVIDIA and AMD GPU-s for one LLM model
NVIDIA and AMD GPU-s for one LLM model

PyTorch problem with a specific version of CUDA

Understanding Py Torch Compatibility Issues with Specific CUDA Versions When working with Py Torch one common issue that developers encounter is compatibility w

2 min read 25-09-2024 70
PyTorch problem with a specific version of CUDA
PyTorch problem with a specific version of CUDA

What is the relationship between GPU thread occupancy and sychronization stalls?

Understanding the Relationship Between GPU Thread Occupancy and Synchronization Stalls Graphics Processing Units GPUs are essential in modern computing particul

3 min read 25-09-2024 71
What is the relationship between GPU thread occupancy and sychronization stalls?
What is the relationship between GPU thread occupancy and sychronization stalls?

Arrayfire build has issue with OpenCL turned OFF

Resolving Array Fire Build Issues with Open CL Disabled In the world of high performance computing Array Fire stands out as a powerful library designed for para

3 min read 25-09-2024 68
Arrayfire build has issue with OpenCL turned OFF
Arrayfire build has issue with OpenCL turned OFF

cudafe++ died with status 0xc0000409 when switching to c++20 for nvcc

Troubleshooting cudafe Crash with Status 0xc0000409 When Switching to C 20 for NVCC When using NVIDIAs CUDA Compiler NVCC to compile your C code you might encou

2 min read 24-09-2024 78
cudafe++ died with status 0xc0000409 when switching to c++20 for nvcc
cudafe++ died with status 0xc0000409 when switching to c++20 for nvcc

How to Use CUDA Graphs with Interdependent Streams and Dynamic Parameters?

How to Use CUDA Graphs with Interdependent Streams and Dynamic Parameters CUDA Compute Unified Device Architecture is a parallel computing platform and applicat

3 min read 24-09-2024 67
How to Use CUDA Graphs with Interdependent Streams and Dynamic Parameters?
How to Use CUDA Graphs with Interdependent Streams and Dynamic Parameters?