//TEST(compute, vulkan):COMPARE_COMPUTE_EX:-vk -compute -shaderobj -output-using-type //TEST(compute):COMPARE_COMPUTE_EX:-slang -compute -shaderobj -output-using-type //TEST(compute):COMPARE_COMPUTE_EX:-wgpu -compute -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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; typedef DifferentialPair dpfloat; typedef DifferentialPair dpfloat2; [BackwardDifferentiable] float diffCopysign(float x, float y) { return copysign(x, y); } [BackwardDifferentiable] float2 diffCopysign(float2 x, float2 y) { return copysign(x, y); } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID: SV_DispatchThreadID) { // Test 1: forward diff copysign(3.0, -1.0) with dx=2.0, dy=1.0 { dpfloat dpx = dpfloat(3.0, 2.0); dpfloat dpy = dpfloat(-1.0, 1.0); dpfloat res = __fwd_diff(diffCopysign)(dpx, dpy); outputBuffer[0] = res.p; outputBuffer[1] = res.d; } // Test 2: forward diff copysign(-2.0, 4.0) with dx=1.5, dy=-0.5 { dpfloat dpx = dpfloat(-2.0, 1.5); dpfloat dpy = dpfloat(4.0, -0.5); dpfloat res = __fwd_diff(diffCopysign)(dpx, dpy); outputBuffer[2] = res.p; outputBuffer[3] = res.d; } // Test 3: forward diff copysign(0.0, -1.0) with dx=3.0, dy=2.0 { dpfloat dpx = dpfloat(0.0, 3.0); dpfloat dpy = dpfloat(-1.0, 2.0); dpfloat res = __fwd_diff(diffCopysign)(dpx, dpy); outputBuffer[4] = res.p; outputBuffer[5] = res.d; } // Test 4: vector forward diff { dpfloat2 dpx = dpfloat2(float2(5.0, -3.0), float2(1.0, 2.0)); dpfloat2 dpy = dpfloat2(float2(-2.0, 4.0), float2(0.5, -1.0)); dpfloat2 res = __fwd_diff(diffCopysign)(dpx, dpy); outputBuffer[6] = res.p[0]; outputBuffer[7] = res.d[0]; outputBuffer[8] = res.p[1]; outputBuffer[9] = res.d[1]; } // Test 5: backward diff copysign(4.0, -2.0) { dpfloat dpx = dpfloat(4.0, 0.0); dpfloat dpy = dpfloat(-2.0, 0.0); __bwd_diff(diffCopysign)(dpx, dpy, 1.0); outputBuffer[10] = dpx.d; outputBuffer[11] = dpy.d; } // Test 6: backward diff copysign(-3.0, 5.0) { dpfloat dpx = dpfloat(-3.0, 0.0); dpfloat dpy = dpfloat(5.0, 0.0); __bwd_diff(diffCopysign)(dpx, dpy, 2.0); outputBuffer[12] = dpx.d; outputBuffer[13] = dpy.d; } // Test 7: copysign with y=0 - derivative should be 0 { dpfloat dpx = dpfloat(3.0, 2.0); dpfloat dpy = dpfloat(0.0, 1.0); dpfloat res = __fwd_diff(diffCopysign)(dpx, dpy); outputBuffer[14] = res.p; outputBuffer[15] = res.d; } // Test 8: copysign with x=0 - derivative should be 0 { dpfloat dpx = dpfloat(0.0, 2.0); dpfloat dpy = dpfloat(-1.0, 1.0); dpfloat res = __fwd_diff(diffCopysign)(dpx, dpy); outputBuffer[16] = res.p; outputBuffer[17] = res.d; } // Test 9: vector backward diff { dpfloat2 dpx = dpfloat2(float2(2.0, -1.0), float2(0.0, 0.0)); dpfloat2 dpy = dpfloat2(float2(-3.0, 4.0), float2(0.0, 0.0)); __bwd_diff(diffCopysign)(dpx, dpy, float2(1.0, 3.0)); outputBuffer[18] = dpx.d[0]; outputBuffer[19] = dpx.d[1]; } }