v2.0.0

DiffEqGPU v2.0.0

Diff since v1.26.0

Merged pull requests:

• Simple translation to KernelAbstractions (#220) (@vchuravy)
• [skip ci] LanguageTool (#223) (@ArnoStrouwen)
• Update lower API example + fix (#225) (@utkarsh530)
• Move SDE solvers to KernelAbstractions.jl (#226) (@utkarsh530)
• Generalize GPU code to more than one backend (#227) (@vchuravy)
• CompatHelper: bump compat for CUDA to 4, (keep existing compat) (#228) (@github-actions[bot])
• format markdown (#230) (@ArnoStrouwen)
• CompatHelper: add new compat entry for AMDGPU at version 0.4, (keep existing compat) (#231) (@github-actions[bot])
• CompatHelper: add new compat entry for ROCKernels at version 0.3, (keep existing compat) (#232) (@github-actions[bot])
• Test support for oneAPI (#233) (@utkarsh530)
• CompatHelper: add new compat entry for oneAPI at version 1, (keep existing compat) (#236) (@github-actions[bot])
• CompatHelper: add new compat entry for oneAPIKernels at version 0.1, (keep existing compat) (#237) (@github-actions[bot])
• Add warning if kernel runs on CPU (#238) (@utkarsh530)
• update for ArrayInterface v7 (#240) (@ChrisRackauckas)
• Add MetalKernels (#241) (@vchuravy)
• enable dependabot for GitHub actions (#244) (@ranocha)
• Bump actions/checkout from 1 to 3 (#245) (@dependabot[bot])
• destats -> stats (#246) (@ChrisRackauckas)

v1.26.0

DiffEqGPU v1.26.0

Diff since v1.25.0

Merged pull requests:

• ci: update encrypted key for documentation builds (#222) (@thazhemadam)

v1.25.0

DiffEqGPU v1.25.0

Diff since v1.24.0

Closed issues:

• Direct Compilation methods (#3)
• color vector handling and sparse representation (#18)
• Newton-Krylov handling (#19)
• Support terminate! (#43)
• Iteration doesn't work in RHS function (#55)
• GPU Parallel Ensemble simulation with random time span (#141)
• EnsembleGPUArray performance vs EnsembleSerial (#147)
• Scope of improvements in EnsembleGPUKernel (#171)
• Ensemble simulation v1.18 wrong solution for adaptive=false & save_everystep=false (#177)
• ContinuousCallback does not work correctly with EnsembleGPUArray() (#191)
• Just wonder how faster DiffEqGPU.jl is compared to DifferentialEquations.jl (#204)
• Add a section to the manual on how to use the lower level API for lower overhead (#205)
• Out of dynamic GPU memory in EnsembleGPUKernel for higher number of threads (#206)

Merged pull requests:

• Fix dynamic allocation overflow in GPUs for higher thread count (#207) (@utkarsh530)
• Add GPU Euler-Maruyama SDE solver (#208) (@utkarsh530)
• Build and deploy documentation using Buildkite (#209) (@thazhemadam)
• Add support for non-diagonal noise and other fixes (#210) (@utkarsh530)
• ci: update encrypted key for documentation builds (#211) (@thazhemadam)
• Add a warning to the documentation of EnsembleGPUArray for terminate (#212) (@ChrisRackauckas)
• Improve lower level documentation (#213) (@ChrisRackauckas)
• ci: update encrypted key for documentation builds (#214) (@thazhemadam)
• ci: update encrypted key for documentation builds (#215) (@thazhemadam)
• Add support for random time span within trajectories (#216) (@utkarsh530)
• EnsembleGPUKernel Weak Order 2.0 SDE solver (SIEA) (#217) (@utkarsh530)
• Fixes and updates on SDE solvers (#218) (@utkarsh530)

v1.24.0

DiffEqGPU v1.24.0

Diff since v1.23.0

Closed issues:

• Support for ODE with Matrix-Vector multiplication (#183)
• terminate! callback support (#195)

Merged pull requests:

• Build a real documentation (#201) (@ChrisRackauckas)
• Make doc builds strict (#202) (@ChrisRackauckas)
• Much better docs (again) (#203) (@ChrisRackauckas)

v1.23.0

DiffEqGPU v1.23.0

Diff since v1.22.0

Merged pull requests:

• Add support for terminate! in EnsembleGPUKernel (#199) (@utkarsh530)

v1.22.0

DiffEqGPU v1.22.0

Diff since v1.21.0

Merged pull requests:

• Fixes and optimizations in GPU kernelized solvers (#198) (@utkarsh530)

v1.21.0

DiffEqGPU v1.21.0

Diff since v1.20.0

Closed issues:

• Stiff-ODEs with numerical Jacobian (#188)

Merged pull requests:

• Update README and fixes for EnsembleGPUKernel (#182) (@utkarsh530)
• Continuous Callbacks for GPUTsit5 (#184) (@utkarsh530)
• start documentation (#185) (@ArnoStrouwen)
• clean up doc making (#186) (@ArnoStrouwen)
• GPUVern7 for EnsembleGPUKernel (#189) (@utkarsh530)
• reproducible docs (#190) (@ArnoStrouwen)
• [skip ci] doc compat (#192) (@ArnoStrouwen)
• CompatHelper: add new compat entry for MuladdMacro at version 0.2, (keep existing compat) (#193) (@github-actions[bot])
• CompatHelper: add new compat entry for Parameters at version 0.12, (keep existing compat) (#194) (@github-actions[bot])
• CompatHelper: add new compat entry for DiffEqGPU at version 1 for package docs, (keep existing compat) (#196) (@github-actions[bot])
• GPU Vern9 (#197) (@utkarsh530)

v1.20.0

DiffEqGPU v1.20.0

Diff since v1.19.0

Merged pull requests:

• Refactor GPUTsit5 (#180) (@utkarsh530)
• Extend Discrete callbacks to adaptive GPUTsit5 (#181) (@utkarsh530)

v1.19.0

DiffEqGPU v1.19.0

Diff since v1.18.0

Closed issues:

• GPU [EnsembleGPUAutonomous] has no performance advantage over CPU [EnsembleThreads]? (#175)
• Ensemble simulation's solver parameter support on v1.18 (#176)

Merged pull requests:

• Discrete Callbacks for GPUTsit5 (#174) (@utkarsh530)
• MassInstallAction: Install the Invalidations workflow on this repository (#178) (@devmotion)
• Complete saveat for GPUTsit5 (#179) (@utkarsh530)

v1.18.0

DiffEqGPU v1.18.0

Diff since v1.17.0

Closed issues:

• Mysterious CI-only failure of reductions.jl tests (#151)

Merged pull requests:

• Add Integrator interface for GPUTsit5 (#159) (@utkarsh530)
• CompatHelper: bump compat for ArrayInterfaceGPUArrays to 0.2, (keep existing compat) (#166) (@github-actions[bot])
• Make sure to use SciML Style (#168) (@ChrisRackauckas)
• Enhancement and Fixes in GPU Tsit5 (#170) (@utkarsh530)
• Update Readme and tests for EnsembleGPUKernel (#172) (@utkarsh530)