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Create SimpleNonlinearSolve_Kernel_Tutorial.md #423

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- AMDGPU.jl (for AMD GPUs)

## Writing the Kernel
Define a kernel using <b>'@kernel'</b> from <b>'KernelAbstractions.jl'</b> to solve a single initial condition.
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Why not directly use the markdown syntax?

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Changed to md syntax

## Writing the Kernel
Define a kernel using <b>'@kernel'</b> from <b>'KernelAbstractions.jl'</b> to solve a single initial condition.

```@example kenel
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To ensure the consistency of example environment, here should be kernel

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Yeah made the changes

@Spinachboul
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Is any change required in the tutorial content??
@ErikQQY

@Spinachboul Spinachboul requested a review from ErikQQY May 3, 2024 17:39

### Prerequisites
Ensure the following packages are installed:
- Julia (v1.6 or later)
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1.10

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Yeah changed the version

Comment on lines 72 to 79
# Threaded CPU
vectorized_solve(prob, SimpleNewtonRaphson(); backend = CPU())

# AMD ROCM GPU
vectorized_solve(prob, SimpleNewtonRaphson(); backend = ROCBackend())

# NVIDIA CUDA GPU
vectorized_solve(prob, SimpleNewtonRaphson(); backend = CUDABackend())
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Comment out the ones that can't be run on the server

@avik-pal
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avik-pal commented May 3, 2024

Use a filename that is consistent with the other files

@@ -0,0 +1,83 @@
# Using SimpleNonlinearSolve with KernelAbstractions.jl
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Using Nonlinear Solvers inside GPU Kernels

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Use a filename that is consistent with the other files

Changed the name you suggested

Comment on lines 72 to 79
# Threaded CPU
# vectorized_solve(prob, SimpleNewtonRaphson(); backend = CPU())

# AMD ROCM GPU
# vectorized_solve(prob, SimpleNewtonRaphson(); backend = ROCBackend())

# NVIDIA CUDA GPU
# vectorized_solve(prob, SimpleNewtonRaphson(); backend = CUDABackend())
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dont' comment everything out 😓

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codecov bot commented May 3, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 79.84%. Comparing base (9da188b) to head (b3443ff).

Additional details and impacted files
@@            Coverage Diff             @@
##           master     #423      +/-   ##
==========================================
- Coverage   86.30%   79.84%   -6.46%     
==========================================
  Files          47       47              
  Lines        2913     2908       -5     
==========================================
- Hits         2514     2322     -192     
- Misses        399      586     +187     

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avik-pal commented May 6, 2024

Doc build is failing

@Spinachboul
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Is there any syntax issue in the documentation. Ideally it shouldn't happen

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avik-pal commented May 6, 2024

You can check the failure https://github.com/SciML/NonlinearSolve.jl/actions/runs/8947164779/job/24579133735?pr=423. In any case, you should be running the code locally before pushing it.

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You can check the failure https://github.com/SciML/NonlinearSolve.jl/actions/runs/8947164779/job/24579133735?pr=423. In any case, you should be running the code locally before pushing it.

Sure! Some packages are not installed in the dev while running the code. Also the backend servers are not defined. I'll make the changes soon.

@Spinachboul Spinachboul closed this by deleting the head repository Sep 28, 2024
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3 participants