v0.7.10

NNlib v0.7.10

Diff since v0.7.9

Closed issues:

• Integration with Batched.jl (#76)
• no method matching conv(::Array{Float32,4}, ::Array{Float32,4}; stride=(1, 1), pad=(0, 0), dilation=(1, 1)) (#106)
• Convolution for mixed-precision inputs (#107)
• Asymmetric padding fails on gpu models (#117)
• ambiguity in calling maxpool (#128)
• move adjoint definitions from Zygote (#219)
• softmax gradients inefficient, API change necessary (#248)
• @eval (#263)

Merged pull requests:

• port rule definitions to ChainRulesCore (#242) (@simeonschaub)
• new API grad softmax (#250) (@CarloLucibello)
• remove ZygoteRules (#257) (@CarloLucibello)
• Remove TODO about not defining broadcasted for ADs other than Zygote (#258) (@oxinabox)
• more extensive tests and some reorg (#259) (@CarloLucibello)
• add pixel_shuffle (#260) (@CarloLucibello)
• fix hardsigmoid and use float(x) instead of x/1 (#261) (@CarloLucibello)