DifferentiationInterface-v0.6.48

DifferentiationInterface DifferentiationInterface-v0.6.48

Diff since DifferentiationInterface-v0.6.47

Merged pull requests:

• Remove 1 backtick in excess (#752) (@franckgaga)
• fix: handle constant ConstantOrCache with Enzyme and SCT (#753) (@gdalle)

DifferentiationInterface-v0.6.47

DifferentiationInterface DifferentiationInterface-v0.6.47

Diff since DifferentiationInterface-v0.6.46

Merged pull requests:

• feat: add new ConstantOrCache context (#749) (@gdalle)

DifferentiationInterface-v0.6.46

DifferentiationInterface DifferentiationInterface-v0.6.46

Diff since DifferentiationInterface-v0.6.45

Merged pull requests:

• feat: support nested tuples of arrays as Caches (#748) (@gdalle)

Closed issues:

• Support more complex caches (#747)

DifferentiationInterface-v0.6.45

DifferentiationInterface DifferentiationInterface-v0.6.45

Diff since DifferentiationInterface-v0.6.44

Merged pull requests:

• feat: test type consistency between preparation and execution (#745) (@gdalle)
• fix: clarify dispatch for preparation (#746) (@gdalle)

DifferentiationInterface-v0.6.44

DifferentiationInterface DifferentiationInterface-v0.6.44

Diff since DifferentiationInterface-v0.6.43

Merged pull requests:

• feat: fast prep modification for in-place FiniteDiff (#734) (@gdalle)
• fix: support Cache in sparsity detection with SparseConnectivityTracer (#739) (@gdalle)
• fix: check ForwardDiff tag manually to exclude contexts from it (#740) (@gdalle)
• perf: preallocate Cache during preparation for ForwardDiff (#741) (@gdalle)
• docs: improve and automate docstrings (#742) (@gdalle)
• perf: HVP with in-place gradient + inner preparation (#743) (@gdalle)
• chore: correct version number (#744) (@gdalle)

Closed issues:

• Preparation for second order (#86)
• Resizing preparation results (#519)
• Add Cache as another type of context (#551)
• Function annotation doesn't work for second-order Enzyme (#592)
• Fast preparation modification for FiniteDiff backend (#731)
• Mooncake Jacobian preperation fails when everything is a static array. (#736)
• TracerSparsityDetector + in-place RHS cache fails (#737)
• using prep for out of place method? (#738)

DifferentiationInterfaceTest-v0.9.5

DifferentiationInterfaceTest DifferentiationInterfaceTest-v0.9.5

Diff since DifferentiationInterfaceTest-v0.9.4

Merged pull requests:

• fix: revert catch of nothing pullbacks with Zygote (#714) (@gdalle)
• Update citation files with preprint (#715) (@adrhill)
• fix: correct FastDifferentiation error with in-place matrix operators (#716) (@gdalle)
• Enable colored output in CI tests (#717) (@adrhill)
• test: speed up CI with reduced compilation (-01) (#718) (@gdalle)
• docs: correct context limitations (#722) (@gdalle)
• fix: replace copy with deepcopy in Mooncake pullbacks (#723) (@gdalle)
• test: non-regression for Mooncake deepcopy (#726) (@gdalle)
• feat: use dir backend field for FiniteDiff (#727) (@gdalle)
• fix: trim down Mooncake imports (#728) (@gdalle)
• perf: avoid double function call in ReverseDiff value_and_gradient (#729) (@gdalle)
• perf: (Enzyme) remove tangent conversion, use native gradient when possible (#730) (@gdalle)
• fix: complex support for wrong-mode pushforward/pullback, more tests (#733) (@gdalle)

Closed issues:

• Interpretation of nothing from Zygote backend likely incorrect? (#713)
• Making prepared gradients callable (#719)
• Add gradient tests on complex input, real output (#732)

DifferentiationInterface-v0.6.43

DifferentiationInterface DifferentiationInterface-v0.6.43

Diff since DifferentiationInterface-v0.6.42

Merged pull requests:

• fix: complex support for wrong-mode pushforward/pullback, more tests (#733) (@gdalle)

Closed issues:

• Add gradient tests on complex input, real output (#732)

DifferentiationInterface-v0.6.42

DifferentiationInterface DifferentiationInterface-v0.6.42

Diff since DifferentiationInterface-v0.6.41

Merged pull requests:

• perf: (Enzyme) remove tangent conversion, use native gradient when possible (#730) (@gdalle)

DifferentiationInterface-v0.6.41

DifferentiationInterface DifferentiationInterface-v0.6.41

Diff since DifferentiationInterface-v0.6.40

Merged pull requests:

• fix: trim down Mooncake imports (#728) (@gdalle)
• perf: avoid double function call in ReverseDiff value_and_gradient (#729) (@gdalle)

DifferentiationInterface-v0.6.40

DifferentiationInterface DifferentiationInterface-v0.6.40

Diff since DifferentiationInterface-v0.6.39

Merged pull requests:

• Update citation files with preprint (#715) (@adrhill)
• fix: correct FastDifferentiation error with in-place matrix operators (#716) (@gdalle)
• Enable colored output in CI tests (#717) (@adrhill)
• test: speed up CI with reduced compilation (-01) (#718) (@gdalle)
• docs: correct context limitations (#722) (@gdalle)
• fix: replace copy with deepcopy in Mooncake pullbacks (#723) (@gdalle)
• test: non-regression for Mooncake deepcopy (#726) (@gdalle)
• feat: use dir backend field for FiniteDiff (#727) (@gdalle)

Closed issues:

• Making prepared gradients callable (#719)