step.jl

(var"##MTKArg#280", var"##MTKArg#281", var"##MTKArg#282", var"##MTKArg#283", var"##MTKArg#284", var"##MTKArg#285", var"##MTKArg#286")->begin
         @inbounds begin
                let (y₁, y₂, t₁, t₂, W1₁ˏ₁, W1₂ˏ₁, W1₃ˏ₁, W1₄ˏ₁, W1₅ˏ₁, W1₁ˏ₂, W1₂ˏ₂, W1₃ˏ₂, W1₄ˏ₂, W1₅ˏ₂, b1₁, b1₂, b1₃, b1₄, b1₅, W2₁ˏ₁, W2₂ˏ₁, W2₃ˏ₁, W2₄ˏ₁, W2₅ˏ₁, W2₁ˏ₂, W2₂ˏ₂, W2₃ˏ₂, W2₄ˏ₂, W2₅ˏ₂, W2₁ˏ₃, W2₂ˏ₃, W2₃ˏ₃, W2₄ˏ₃, W2₅ˏ₃, W2₁ˏ₄, W2₂ˏ₄, W2₃ˏ₄, W2₄ˏ₄, W2₅ˏ₄, W2₁ˏ₅, W2₂ˏ₅, W2₃ˏ₅, W2₄ˏ₅, W2₅ˏ₅, b2₁, b2₂, b2₃, b2₄, b2₅, W3₁ˏ₁, W3₁ˏ₂, W3₁ˏ₃, W3₁ˏ₄, W3₁ˏ₅) = (var"##MTKArg#280"[1], var"##MTKArg#280"[2], var"##MTKArg#281"[1], var"##MTKArg#281"[2], var"##MTKArg#282"[1], var"##MTKArg#282"[2], var"##MTKArg#282"[3], var"##MTKArg#282"[4], var"##MTKArg#282"[5], var"##MTKArg#282"[6], var"##MTKArg#282"[7], var"##MTKArg#282"[8], var"##MTKArg#282"[9], var"##MTKArg#282"[10], var"##MTKArg#283"[1], var"##MTKArg#283"[2], var"##MTKArg#283"[3], var"##MTKArg#283"[4], var"##MTKArg#283"[5], var"##MTKArg#284"[1], var"##MTKArg#284"[2], var"##MTKArg#284"[3], var"##MTKArg#284"[4], var"##MTKArg#284"[5], var"##MTKArg#284"[6], var"##MTKArg#284"[7], var"##MTKArg#284"[8], var"##MTKArg#284"[9], var"##MTKArg#284"[10], var"##MTKArg#284"[11], var"##MTKArg#284"[12], var"##MTKArg#284"[13], var"##MTKArg#284"[14], var"##MTKArg#284"[15], var"##MTKArg#284"[16], var"##MTKArg#284"[17], var"##MTKArg#284"[18], var"##MTKArg#284"[19], var"##MTKArg#284"[20], var"##MTKArg#284"[21], var"##MTKArg#284"[22], var"##MTKArg#284"[23], var"##MTKArg#284"[24], var"##MTKArg#284"[25], var"##MTKArg#285"[1], var"##MTKArg#285"[2], var"##MTKArg#285"[3], var"##MTKArg#285"[4], var"##MTKArg#285"[5], var"##MTKArg#286"[1], var"##MTKArg#286"[2], var"##MTKArg#286"[3], var"##MTKArg#286"[4], var"##MTKArg#286"[5])
                    ((W = [(2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₁ * W3₁ˏ₁ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₁ * W3₁ˏ₂ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₁ * W3₁ˏ₃ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₁ * W3₁ˏ₄ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₁ * W3₁ˏ₅ * y₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁ * W3₁ˏ₁ * y₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁ * W3₁ˏ₂ * y₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁ * W3₁ˏ₃ * y₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁ * W3₁ˏ₄ * y₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁ * W3₁ˏ₅ * y₁))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁ * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W2₁ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁ * y₁))) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂ * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W2₂ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁ * y₁))) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃ * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W2₃ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁ * y₁))) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄ * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W2₄ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁ * y₁))) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅ * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W2₅ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁ * y₁))) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₁ * W3₁ˏ₁ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₁ * W3₁ˏ₂ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₁ * W3₁ˏ₃ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₁ * W3₁ˏ₄ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₁ * W3₁ˏ₅ * y₁))) (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁ * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W2₁ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁ * y₂))) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂ * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W2₂ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁ * y₂))) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃ * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W2₃ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁ * y₂))) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄ * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W2₄ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁ * y₂))) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅ * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W2₅ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁ * y₂))) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₁ * W3₁ˏ₁ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₁ * W3₁ˏ₂ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₁ * W3₁ˏ₃ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₁ * W3₁ˏ₄ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₁ * W3₁ˏ₅ * y₂))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₁ * W3₁ˏ₁ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₁ * W3₁ˏ₂ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₁ * W3₁ˏ₃ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₁ * W3₁ˏ₄ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₁ * W3₁ˏ₅ * y₂) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁ * W3₁ˏ₁ * y₂) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁ * W3₁ˏ₂ * y₂) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁ * W3₁ˏ₃ * y₂) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁ * W3₁ˏ₄ * y₂) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁ * W3₁ˏ₅ * y₂))); (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₂ * W3₁ˏ₁ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₂ * W3₁ˏ₂ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₂ * W3₁ˏ₃ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₂ * W3₁ˏ₄ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₂ * W3₁ˏ₅ * y₁) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂ * W3₁ˏ₁ * y₁) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂ * W3₁ˏ₂ * y₁) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂ * W3₁ˏ₃ * y₁) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂ * W3₁ˏ₄ * y₁) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂ * W3₁ˏ₅ * y₁))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁ * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W2₁ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂ * y₁))) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂ * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W2₂ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂ * y₁))) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃ * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W2₃ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂ * y₁))) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄ * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W2₄ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂ * y₁))) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅ * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W2₅ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂ * y₁))) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₂ * W3₁ˏ₁ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₂ * W3₁ˏ₂ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₂ * W3₁ˏ₃ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₂ * W3₁ˏ₄ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₂ * W3₁ˏ₅ * y₁))) (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁ * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W2₁ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂ * y₂))) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂ * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W2₂ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂ * y₂))) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃ * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W2₃ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂ * y₂))) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄ * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W2₄ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂ * y₂))) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅ * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W2₅ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂ * y₂))) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₂ * W3₁ˏ₁ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₂ * W3₁ˏ₂ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₂ * W3₁ˏ₃ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₂ * W3₁ˏ₄ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₂ * W3₁ˏ₅ * y₂))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₂ * W3₁ˏ₁ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₂ * W3₁ˏ₂ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₂ * W3₁ˏ₃ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₂ * W3₁ˏ₄ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₂ * W3₁ˏ₅ * y₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂ * W3₁ˏ₁ * y₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂ * W3₁ˏ₂ * y₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂ * W3₁ˏ₃ * y₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂ * W3₁ˏ₄ * y₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂ * W3₁ˏ₅ * y₂))); (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₃ * W3₁ˏ₁ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₃ * W3₁ˏ₂ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₃ * W3₁ˏ₃ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₃ * W3₁ˏ₄ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₃ * W3₁ˏ₅ * y₁) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃ * W3₁ˏ₁ * y₁) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃ * W3₁ˏ₂ * y₁) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃ * W3₁ˏ₃ * y₁) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃ * W3₁ˏ₄ * y₁) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃ * W3₁ˏ₅ * y₁))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁ * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W2₁ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃ * y₁))) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂ * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W2₂ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃ * y₁))) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃ * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W2₃ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃ * y₁))) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄ * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W2₄ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃ * y₁))) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅ * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W2₅ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃ * y₁))) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₃ * W3₁ˏ₁ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₃ * W3₁ˏ₂ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₃ * W3₁ˏ₃ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₃ * W3₁ˏ₄ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₃ * W3₁ˏ₅ * y₁))) (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁ * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W2₁ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃ * y₂))) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂ * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W2₂ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃ * y₂))) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃ * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W2₃ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃ * y₂))) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄ * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W2₄ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃ * y₂))) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅ * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W2₅ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃ * y₂))) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₃ * W3₁ˏ₁ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₃ * W3₁ˏ₂ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₃ * W3₁ˏ₃ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₃ * W3₁ˏ₄ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₃ * W3₁ˏ₅ * y₂))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₃ * W3₁ˏ₁ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₃ * W3₁ˏ₂ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₃ * W3₁ˏ₃ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₃ * W3₁ˏ₄ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₃ * W3₁ˏ₅ * y₂) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃ * W3₁ˏ₁ * y₂) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃ * W3₁ˏ₂ * y₂) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃ * W3₁ˏ₃ * y₂) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃ * W3₁ˏ₄ * y₂) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃ * W3₁ˏ₅ * y₂))); (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₄ * W3₁ˏ₁ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₄ * W3₁ˏ₂ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₄ * W3₁ˏ₃ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₄ * W3₁ˏ₄ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₄ * W3₁ˏ₅ * y₁) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄ * W3₁ˏ₁ * y₁) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄ * W3₁ˏ₂ * y₁) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄ * W3₁ˏ₃ * y₁) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄ * W3₁ˏ₄ * y₁) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄ * W3₁ˏ₅ * y₁))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁ * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W2₁ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄ * y₁))) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂ * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W2₂ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄ * y₁))) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃ * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W2₃ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄ * y₁))) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄ * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W2₄ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄ * y₁))) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅ * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W2₅ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄ * y₁))) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₄ * W3₁ˏ₁ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₄ * W3₁ˏ₂ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₄ * W3₁ˏ₃ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₄ * W3₁ˏ₄ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₄ * W3₁ˏ₅ * y₁))) (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁ * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W2₁ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄ * y₂))) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂ * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W2₂ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄ * y₂))) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃ * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W2₃ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄ * y₂))) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄ * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W2₄ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄ * y₂))) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅ * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W2₅ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄ * y₂))) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₄ * W3₁ˏ₁ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₄ * W3₁ˏ₂ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₄ * W3₁ˏ₃ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₄ * W3₁ˏ₄ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₄ * W3₁ˏ₅ * y₂))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₄ * W3₁ˏ₁ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₄ * W3₁ˏ₂ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₄ * W3₁ˏ₃ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₄ * W3₁ˏ₄ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₄ * W3₁ˏ₅ * y₂) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄ * W3₁ˏ₁ * y₂) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄ * W3₁ˏ₂ * y₂) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄ * W3₁ˏ₃ * y₂) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄ * W3₁ˏ₄ * y₂) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄ * W3₁ˏ₅ * y₂))); (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₅ * W3₁ˏ₁ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₅ * W3₁ˏ₂ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₅ * W3₁ˏ₃ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₅ * W3₁ˏ₄ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₅ * W3₁ˏ₅ * y₁) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅ * W3₁ˏ₁ * y₁) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅ * W3₁ˏ₂ * y₁) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅ * W3₁ˏ₃ * y₁) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅ * W3₁ˏ₄ * y₁) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅ * W3₁ˏ₅ * y₁))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁ * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W2₁ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅ * y₁))) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂ * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W2₂ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅ * y₁))) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃ * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W2₃ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅ * y₁))) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄ * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W2₄ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅ * y₁))) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅ * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W2₅ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅ * y₁))) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₅ * W3₁ˏ₁ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₅ * W3₁ˏ₂ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₅ * W3₁ˏ₃ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₅ * W3₁ˏ₄ * y₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₅ * W3₁ˏ₅ * y₁))) (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁ * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W2₁ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅ * y₂))) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂ * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W2₂ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅ * y₂))) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃ * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W2₃ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅ * y₂))) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄ * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W2₄ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅ * y₂))) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅ * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W2₅ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅ * y₂))) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₅ * W3₁ˏ₁ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₅ * W3₁ˏ₂ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₅ * W3₁ˏ₃ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₅ * W3₁ˏ₄ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₅ * W3₁ˏ₅ * y₂))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₅ * W3₁ˏ₁ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₅ * W3₁ˏ₂ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₅ * W3₁ˏ₃ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₅ * W3₁ˏ₄ * y₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₅ * W3₁ˏ₅ * y₂) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅ * W3₁ˏ₁ * y₂) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅ * W3₁ˏ₂ * y₂) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅ * W3₁ˏ₃ * y₂) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅ * W3₁ˏ₄ * y₂) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅ * W3₁ˏ₅ * y₂)))], b = [(2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₁ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₁ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₁ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₁ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₁ * W3₁ˏ₅) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁ * W3₁ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁ * W3₁ˏ₂) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁ * W3₁ˏ₃) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁ * W3₁ˏ₄) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁ * W3₁ˏ₅))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₁ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₁ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₁ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₁ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₁ * W3₁ˏ₅) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁ * W3₁ˏ₁) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁ * W3₁ˏ₂) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁ * W3₁ˏ₃) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁ * W3₁ˏ₄) + (-2 * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁ * W3₁ˏ₅))), (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₂ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₂ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₂ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₂ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₂ * W3₁ˏ₅) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂ * W3₁ˏ₁) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂ * W3₁ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂ * W3₁ˏ₃) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂ * W3₁ˏ₄) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂ * W3₁ˏ₅))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₂ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₂ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₂ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₂ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₂ * W3₁ˏ₅) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂ * W3₁ˏ₁) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂ * W3₁ˏ₂) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂ * W3₁ˏ₃) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂ * W3₁ˏ₄) + (-2 * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂ * W3₁ˏ₅))), (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₃ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₃ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₃ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₃ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₃ * W3₁ˏ₅) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃ * W3₁ˏ₁) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃ * W3₁ˏ₂) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃ * W3₁ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃ * W3₁ˏ₄) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃ * W3₁ˏ₅))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₃ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₃ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₃ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₃ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₃ * W3₁ˏ₅) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃ * W3₁ˏ₁) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃ * W3₁ˏ₂) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃ * W3₁ˏ₃) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃ * W3₁ˏ₄) + (-2 * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃ * W3₁ˏ₅))), (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₄ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₄ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₄ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₄ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₄ * W3₁ˏ₅) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄ * W3₁ˏ₁) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄ * W3₁ˏ₂) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄ * W3₁ˏ₃) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄ * W3₁ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄ * W3₁ˏ₅))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₄ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₄ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₄ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₄ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₄ * W3₁ˏ₅) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄ * W3₁ˏ₁) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄ * W3₁ˏ₂) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄ * W3₁ˏ₃) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄ * W3₁ˏ₄) + (-2 * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄ * W3₁ˏ₅))), (2 * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₅ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₅ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₅ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₅ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₅ * W3₁ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅ * W3₁ˏ₁) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅ * W3₁ˏ₂) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅ * W3₁ˏ₃) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅ * W3₁ˏ₄) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅ * W3₁ˏ₅))) + (2 * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * ((-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W2₁ˏ₅ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W2₂ˏ₅ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W2₃ˏ₅ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W2₄ˏ₅ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W2₅ˏ₅ * W3₁ˏ₅) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅ * W3₁ˏ₁) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅ * W3₁ˏ₂) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅ * W3₁ˏ₃) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅ * W3₁ˏ₄) + (-2 * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * (1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅ * W3₁ˏ₅)))]), (W = [(2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₁ˏ₁ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₁ˏ₂ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₂ˏ₁ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₂ˏ₂ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₃ˏ₁ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₃ˏ₂ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₄ˏ₁ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₄ˏ₂ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₅ˏ₁ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W1₅ˏ₂ * W3₁ˏ₁) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * W3₁ˏ₁)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))); (2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₁ˏ₁ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₁ˏ₂ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₂ˏ₁ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₂ˏ₂ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₃ˏ₁ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₃ˏ₂ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₄ˏ₁ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₄ˏ₂ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₅ˏ₁ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W1₅ˏ₂ * W3₁ˏ₂) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * W3₁ˏ₂)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))); (2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₁ˏ₁ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₁ˏ₂ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₂ˏ₁ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₂ˏ₂ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₃ˏ₁ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₃ˏ₂ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₄ˏ₁ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₄ˏ₂ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₅ˏ₁ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W1₅ˏ₂ * W3₁ˏ₃) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * W3₁ˏ₃)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))); (2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₁ˏ₁ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₁ˏ₂ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₂ˏ₁ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₂ˏ₂ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₃ˏ₁ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₃ˏ₂ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₄ˏ₁ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₄ˏ₂ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₅ˏ₁ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W1₅ˏ₂ * W3₁ˏ₄) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * W3₁ˏ₄)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))); (2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₁ˏ₁ * W3₁ˏ₅) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₁ˏ₂ * W3₁ˏ₅) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₂ˏ₁ * W3₁ˏ₅) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₂ˏ₂ * W3₁ˏ₅) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₃ˏ₁ * W3₁ˏ₅) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₃ˏ₂ * W3₁ˏ₅) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₄ˏ₁ * W3₁ˏ₅) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₄ˏ₂ * W3₁ˏ₅) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₅ˏ₁ * W3₁ˏ₅) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W1₅ˏ₂ * W3₁ˏ₅) + (-2 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * W3₁ˏ₅)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)))], b = [(-4 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * W3₁ˏ₁) + (-4 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * W3₁ˏ₁), (-4 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * W3₁ˏ₂) + (-4 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * W3₁ˏ₂), (-4 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * W3₁ˏ₃) + (-4 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * W3₁ˏ₃), (-4 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * W3₁ˏ₄) + (-4 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * W3₁ˏ₄), (-4 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂) * W3₁ˏ₅) + (-4 * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)) * W3₁ˏ₅)]), (W = [(2 * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅))) (2 * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * (((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₁ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₁ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₁ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₁ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₁ * W2₅ˏ₅)) * W3₁ˏ₅) + t₂)) + (2 * (1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * ((-1 * t₁) + ((1 + (-1 * (tanh(b2₁ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₁ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₁ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₁ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₁ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₁ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₁ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₁ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₁ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₁ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₁ˏ₅)) * W3₁ˏ₁) + ((1 + (-1 * (tanh(b2₂ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₂ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₂ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₂ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₂ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₂ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₂ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₂ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₂ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₂ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₂ˏ₅)) * W3₁ˏ₂) + ((1 + (-1 * (tanh(b2₃ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₃ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₃ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₃ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₃ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₃ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₃ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₃ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₃ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₃ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₃ˏ₅)) * W3₁ˏ₃) + ((1 + (-1 * (tanh(b2₄ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₄ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₄ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₄ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₄ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₄ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₄ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₄ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₄ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₄ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₄ˏ₅)) * W3₁ˏ₄) + ((1 + (-1 * (tanh(b2₅ + (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) * W2₅ˏ₁) + (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) * W2₅ˏ₂) + (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) * W2₅ˏ₃) + (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) * W2₅ˏ₄) + (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) * W2₅ˏ₅)) ^ 2))) * (((1 + (-1 * (tanh(b1₁ + (W1₁ˏ₁ * y₁) + (W1₁ˏ₂ * y₂)) ^ 2))) * W1₁ˏ₂ * W2₅ˏ₁) + ((1 + (-1 * (tanh(b1₂ + (W1₂ˏ₁ * y₁) + (W1₂ˏ₂ * y₂)) ^ 2))) * W1₂ˏ₂ * W2₅ˏ₂) + ((1 + (-1 * (tanh(b1₃ + (W1₃ˏ₁ * y₁) + (W1₃ˏ₂ * y₂)) ^ 2))) * W1₃ˏ₂ * W2₅ˏ₃) + ((1 + (-1 * (tanh(b1₄ + (W1₄ˏ₁ * y₁) + (W1₄ˏ₂ * y₂)) ^ 2))) * W1₄ˏ₂ * W2₅ˏ₄) + ((1 + (-1 * (tanh(b1₅ + (W1₅ˏ₁ * y₁) + (W1₅ˏ₂ * y₂)) ^ 2))) * W1₅ˏ₂ * W2₅ˏ₅)) * W3₁ˏ₅)))],))
                end
            end
    end