v0.9.24

NNlib v0.9.24

Diff since v0.9.23

Merged pull requests:

• Prepare for pending Enzyme breaking change (#605) (@wsmoses)
• Bump patch version to release new Enzyme support (#606) (@wsmoses)

v0.9.23

NNlib v0.9.23

Diff since v0.9.22

Merged pull requests:

• remove NNPACK and move ForwardDiff to an extension (#603) (@avik-pal)

v0.9.22

NNlib v0.9.22

Diff since v0.9.21

Merged pull requests:

• CompatHelper: bump compat for AMDGPU in [weakdeps] to 1, (keep existing compat) (#602) (@github-actions[bot])

v0.9.21

NNlib v0.9.21

Diff since v0.9.20

Merged pull requests:

• Use KernelAbstractions for fold/unfold (#596) (@pxl-th)
• fix: remove inlining of sigmoid_fast pre 1.11- (#597) (@avik-pal)
• ci: update downstream testing (#598) (@avik-pal)
• fix: MIOpen only supports activations till dimension 5 (#601) (@avik-pal)

v0.9.20

NNlib v0.9.20

Diff since v0.9.19

Merged pull requests:

• Fix non-symmetric padding (#595) (@pxl-th)

Closed issues:

• pad_reflect broken (#594)

v0.9.19

NNlib v0.9.19

Diff since v0.9.18

Merged pull requests:

• Implement Short-time Fourier transform and its inverse (#587) (@pxl-th)

v0.9.18

NNlib v0.9.18

Diff since v0.9.17

Merged pull requests:

• Transition to LinearAlgebra.BLAS.libblastrampoline instead of Base.libblas_name (#589) (@staticfloat)
• fix typos in the doc for batched_mul! (#590) (@lanceXwq)
• Use GPU-friendly rounding (#591) (@pxl-th)
• Support conv_direct! on custom datatypes (#592) (@adrhill)
• Fix padding causing device to host copies (#593) (@pxl-th)

Closed issues:

• Error when using Float64: ERROR: UndefRefError: access to undefined reference (#490)
• Warning on using Upsample on AMDGPU (#573)

v0.9.17

NNlib v0.9.17

Diff since v0.9.16

Merged pull requests:

• Add support for AMDGPU 0.9 (#585) (@pxl-th)

v0.9.16

NNlib v0.9.16

Diff since v0.9.15

Merged pull requests:

• Enzyme: broaden tests (#583) (@wsmoses)
• Type stabilize logsoftmax (#584) (@wsmoses)

Closed issues:

• Adding EnzymeRules (#503)

v0.9.15

NNlib v0.9.15

Diff since v0.9.14

Merged pull requests:

• Documenter.jl update to 1.4.0 (#578) (@dom-linkevicius)
• Update the activation inplace for cudnn (#579) (@avik-pal)
• Enzyme: add derivatives for ∇conv_filter and ∇conv_data (#582) (@wsmoses)

Closed issues:

• Missing EnzymeRule for ∇conv_data! (#565)
• conv_bias_act! allocates for activation in CUDNN (#575)
• Updating Documenter.jl to a more recent version? (#577)