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docx: add CUDA ecosystem notes
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Signed-off-by: Daniel Bevenius <[email protected]>
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danbev committed May 19, 2024
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Expand Up @@ -7,6 +7,23 @@ like magic to me at the moment.
CUDA is a parallel computing platform and programming model developed by Nvidia
for general computing on its own GPUs (graphics processing units).

### CUDA Ecosystem
```
Dev tools: NVIDIA SMI Data Center GPU Mgr GPU REST Engine
Libraries: cuBlas cuFFT cuSPARSE cuSOLVER AGM-X
Thrust CUB cuDNN cuRand NCCL
Compilers: nvcc,nvc CUDA-GDB NVIDIA Nsight NVIDIA Visual Profiler PAPI CUDA
nvc++
nvfortran
Programming: CUDA OpenMP API OpenACC OpenCL PyCUDA
models
Drivers: Linux and Windows device drivers and runtime (no mac?)
```

### Colab
For this I chose a runtime with a A100 GPU which is an NVIDIA GPU which uses
their Ampere architecture. The A100 is a high-end GPU that is used for
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