Cuda Installation on Windows(2021)-Step by Step Process
Train Your Deep learning Models Using GPU
The world is changing day by day, if you say 10 years ago that after 10 years there will be computers which can recognize objects as we do then no one going to believe you. the same case will be with the deep learning era if you go in 19’s and told a developer that after 20 years later you can train your deep learning models under 10 minutes then they will be surprised to hear that or they will simply say that you are mad, but now it is all possible we are in 2020 and now we can train our deep learning models using GPU very fast.
What is CUDA?
CUDA is a parallel computing platform and application programming interface model created by Nvidia Corporation. It allows software developers and engineers to use a CUDA-enabled graphics processing unit for general-purpose processing — an approach termed GPGPU.
Why Use CUDA?
CUDA creates a path between our computer hardware and our deep learning model. It enables the power to speed up compute-intensive applications by using the power of GPU. When using Cuda the sequential part of the workload runs on the CPU, which is optimized for single-threaded performance while the compute-intensive portion of the application runs on thousands of GPU cores in…
