def mse_go

import bendtorch-gpu@1.3.0.0/main.bend as BendtorchGpu

import Base
import bend-ml-tensor-array@0.1.18.0/main.bend as TA
import bend-ml-tensor-gpu@0.1.5.0/main.bend as TG
import bendtorch@1.3.0.0/main.bend as T

1212def mse_go(+n: Nat, +c: Nat, +m: U32, +p: Nat, y: Array<F32>, t: Array<F32>) -> T.LossOut<TA.Mat<n, c>>:
1213  mse_fin(n, c, U32.shrn(m, p), F32.from_nat(Nat.mul(n, c)), TG.run2(~EMS, ~lf_mse, TA.cap_depth(U32.to_nat(U32.shrn(m, p))), EMS{U32.shrn(m, p), p, U32.pow(2, p), (2.0 / F32.from_nat(Nat.mul(n, c)) : F32)}, t, nn(Unit{}), nn(Unit{}), nn(Unit{}), y, T.zeros_a(U32.to_nat(U32.shrn(m, p)))))

Uses (20)

U32
Nat
F32
Array
Unit
…

Used by (1)

bendtorch-gpu@1.3.0.0/main:MSE