//TEST(compute):COMPARE_COMPUTE_EX(filecheck-buffer=CHECK):-slang -compute -shaderobj -output-using-type //TEST(compute, vulkan):COMPARE_COMPUTE_EX(filecheck-buffer=CHECK):-vk -compute -shaderobj -output-using-type //TEST(compute):COMPARE_COMPUTE_EX(filecheck-buffer=CHECK):-cpu -compute -output-using-type -shaderobj // This is a test modified from autodiff/reverse-struct-multi-write.slang to test that // tuple types can be autodiff'ed the same way as struct types. //TEST_INPUT:ubuffer(data=[1 2], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; typealias A = Tuple>; [Differentiable] A f(A a) { // Read/writes to local struct variables won't be SSA'd out by default. // The backward diff preparation pass will kick in to create temp vars for them. A aout; aout._1._1 = 2 * a._1._0; aout._1._1 = aout._1._1 + 2 * a._1._0; aout._1._0 = aout._1._1 + 5 * a._1._0; // The result should be equivalent to: /* A aout; var tmp = 2 * a.x; tmp = tmp + 2 * a.x; aout.y = tmp; aout.x = tmp + 5 * a.x; */ return aout; } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) { A a = makeTuple(1.0, makeTuple(1.0, 2.0)); var dpa = diffPair(a); A.Differential dout = makeTuple(1.0, makeTuple(1.0, 1.0)); bwd_diff(f)(dpa, dout); // CHECK: 13 outputBuffer[0] = dpa.d._1._0; // Expect: 13 // CHECK: 0 outputBuffer[1] = dpa.d._1._1; // Expect: 0 }