Tensor.bmm_dx: def of bendtorch@1.3.0.0 Import: import bendtorch@1.3.0.0/tensor.bend as Tensor Lines 691-695 of bendtorch@1.3.0.0/tensor.bend: https://jend.leeeet.dev/read.txt?path=bendtorch@1.3.0.0/tensor.bend&start_line=691&end_line=695 import Base # dX = dZ · Yᵀ per batch: [bs, n, m] · [bs, k, m]ᵀ = [bs, n, k]; dZ and Y come back def bmm_dx(+bs: Nat, +n: Nat, +k: Nat, +m: Nat, dz: Tensor<[bs, n, m]>, y: Tensor<[bs, k, m]>) -> T3<[bs, n, m], [bs, k, m], [bs, n, k]>: match dz y: case Tensor{dd} Tensor{dy}: t3_of([bs, n, m], [bs, k, m], [bs, n, k], bmm_l(Nat.mul(bs, Nat.mul(n, k)), 0, Geo{u(n), u(k), m, u(Nat.mul(n, m)), u(m), 1, u(Nat.mul(k, m)), 1, u(m)}, dd, dy, new(Nat.mul(bs, Nat.mul(n, k))))) Uses (10): https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=List https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=Nat https://jend.leeeet.dev/definition.txt?path=Base/base.bend&name=Nat.mul https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/tensor.bend&name=Geo https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/tensor.bend&name=T3 https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/tensor.bend&name=Tensor https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/tensor.bend&name=bmm_l https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/tensor.bend&name=new https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/tensor.bend&name=t3_of https://jend.leeeet.dev/definition.txt?path=bendtorch@1.3.0.0/tensor.bend&name=u