//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], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; typedef DifferentialPair dpfloat2; typedef DifferentialPair dpfloat3; typedef DifferentialPair dpfloat4; [ForwardDifferentiable] float3 f(float3 x) { return x; } [ForwardDifferentiable] float3 g(float3 x, float3 y) { float3 a = x + y; float3 b = x - y; return a * b + 2 * x * y; } [ForwardDifferentiable] float2 h(float2 x, float2 y) { float2 a = x + y; float2 b = x - y; return a * b + 2 * x * y; } [ForwardDifferentiable] float4 j(float4 x, float4 y) { float4 a = x + y; float4 b = x - y; return a * b + 2 * x * y; } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) { { float3 a = float3(2.0, 2.0, 2.0); float3 b = float3(1.5, 1.5, 1.5); float3 da = float3(1.0, 1.0, 1.0); float2 a2 = float2(2.0, 1.0); float2 b2 = float2(1.5, -2.0); float4 a4 = float4(2.0, 1.0, 0.0, 2.0); float4 b4 = float4(1.5, -2.0, 1.0, 1.5); outputBuffer[0] = __fwd_diff(f)(dpfloat3(a, da)).d.z; // Expect: 1 outputBuffer[1] = __fwd_diff(g)( dpfloat3(a, da), dpfloat3(b, float3(2.0, 1.0, 0.0))).d.y; // Expect: 8 outputBuffer[2] = __fwd_diff(h)( dpfloat2(a2, float2(1.0, 0.0)), dpfloat2(b2, float2(1.0, 1.0))).d.x; // Expect: 8 outputBuffer[3] = __fwd_diff(j)( dpfloat4(a4, float4(1.0)), dpfloat4(b4, float4(2.0))).d.w; // Expect: 9 } }