//TEST(compute):COMPARE_COMPUTE_EX:-slang -compute -shaderobj -output-using-type //TEST(compute, vulkan):COMPARE_COMPUTE_EX:-vk -compute -shaderobj -output-using-type //TEST(compute):COMPARE_COMPUTE_EX:-cuda -compute -shaderobj -output-using-type //TEST_INPUT:ubuffer(data=[0 0 0 0 0 0 0], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; typedef DifferentialPair dpfloat; typedef float.Differential dfloat; [BackwardDifferentiable] float f(float x) { return x; } [BackwardDifferentiable] float h(float x, float y) { float m = x + y; float n = x - y; return m * n + 2 * x * y; } [BackwardDifferentiable] float j(float x, float y) { float m = x / y; return m * y; } [BackwardDifferentiable] float k(float x, float y) { float m = -x; return m * y; } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) { { dpfloat dpa = dpfloat(2.0, 1.0); __bwd_diff(f)(dpa, 1.0); outputBuffer[0] = dpa.d; // Expect: 1 } { dpfloat dpa = dpfloat(2.0, 1.0); dpfloat dpb = dpfloat(1.5, 1.0); __bwd_diff(h)(dpa, dpb, 1.0); outputBuffer[1] = dpa.d; // Expect: (2 * 2.0) + (2 * 1.5) = 7.0 outputBuffer[2] = dpb.d; // Expect: -(2 * 1.5) + (2 * 2.0) = 1.0 } { dpfloat dpa = dpfloat(2.0, 1.0); dpfloat dpb = dpfloat(1.5, 1.0); __bwd_diff(j)(dpa, dpb, 1.0); outputBuffer[3] = dpa.d; // Expect: 1 outputBuffer[4] = dpb.d; // Expect: 0 } { dpfloat dpa = dpfloat(2.0, 1.0); dpfloat dpb = dpfloat(1.5, 1.0); __bwd_diff(k)(dpa, dpb, 1.0); outputBuffer[5] = dpa.d; // Expect: -1.5 outputBuffer[6] = dpb.d; // Expect: -2.0 } }