Switch to DifferentiationInterface in Implicit Solvers#2545

Draft

jClugstor wants to merge 116 commits intoSciML:masterfrom jClugstor:switch_to_DI

+946-679

Commits on Nov 27, 2024

Use ADTypes for AD choice
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change some docstrings
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change another docstring
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add ADTypes to libs that need it
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more ADTypes adding
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make sure to import AbstractADType
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import bool_to_ADType
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missed one
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needed for remake to work
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more imports
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use AD.fdtype for derivative, change alg_autodiff to get AD
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switch to using _process_AD_choice
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erroneous )
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need to change to get the ADType type from alg_autodiff, then use in diff
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need nameofs
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no need to use CS now I thinkg
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fix getting chunksize
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fix bools
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change prepare_alg
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import _get_fwd_tag
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dumb typo
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get the correct fdtype
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path for just chunksize
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need to account for when chunksize is nothing
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no println
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no prints
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stop print
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use constructorof here
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fix prepare_alg
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change default alg
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fix the tests to use ADTypes
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make sure ADTypes is usable in Defaults
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make sure tests use ADTypes
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fix stats_test
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fix sparsediff_tests
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fix DAE initialization
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add deprecated AD kwargs testset
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no call for diff_type
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add _ADType_to_Bool utility function
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make 0 nothing, no callable diff_type
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check for types in bool to ADType
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fix the AD tests
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test set name
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fix ADType to bool conversion
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use constructor for NLSolve autodiff
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fix DAE initialization
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add ADTypes to test
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more using ADTypes
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update deps
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allow for Values in derivative wrapper for Algs not updated yet
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change back to alg_autodiff gives constructed ADType, for compat
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fix util
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fix derivative wrappers
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fix linsolves
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fix prepare_alg
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get rid of bad definition of alg_autodiff
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small fixes
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other nameof
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fixing constructorof
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another dang nameof
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swap alg_autodiff around
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fix compatibility with Val(::Bool) for other algs
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fix fallback for get_chunksize
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change to chunksize 1 for fallback
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change back to checking for Val(0)
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no print
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make sure AbstractADType is imported
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temporarily set codecov failures for downstream false
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switch back CI
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Update Downstream.yml

ChrisRackauckas
authored and
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utils return ADTypes
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SDIRK ADType
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PDIRK and BDF ADTypes
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FIRK ADTypes
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Exrapolation ADTypes
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exponentialRK ADTypes
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IMEXMultistep ADTypes
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stabilizedIRK and Rosenbrock ADTypes
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missed Kvaerno3 ADTypes
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fix the alg utils
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remove cruft
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typoed
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fix tag, update import
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import DI
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switch calc_t_derivative
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derivative wrappers
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change the derivatives in rosenbrock steps
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try to fix tags
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add DI to deps
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update compat to DI patch
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move tag wrangling to prepare_alg
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move the tag
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make sure calc_tderivative sees alg
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add fallback for scalar x
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get rid of println
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add prepare_ADType dispatches for FiniteDiff and ForwardDiff
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add Enzyme, SparseConnectivityTracer, SparsematrixColorings
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imports
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sparse attempts at sparsity
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fix the tagging for ForwardDiff
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need ADTypes specifier
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unwrapped_f in preparation
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fix Rosenbrock time derivative
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another calc_tderivative
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fix a version
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default alg SparseMatrix CSC issue
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use sparse for lu_instance
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densify sparse W for inv
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Commits

Commits on Nov 27, 2024

Commits on Nov 29, 2024