87 lines
2.4 KiB
Plaintext
87 lines
2.4 KiB
Plaintext
layout(set=0, binding=0) writeonly buffer destBuffer{
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FLOAT4 data[];
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}uOutput;
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layout(set=0, binding=1) readonly buffer sourceBuffer0{
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FLOAT4 data[];
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} uInput;
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layout(set=0, binding=2) readonly buffer sourceBuffer1{
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FLOAT data[];
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} uGrid;
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layout(set=0, binding=3) uniform gridSampleBuffer{
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ivec4 inShape; // inW, inH
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ivec4 outShape; // outW, outH
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bool alignCorners;
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}uGridSampleParam;
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layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
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FLOAT4 LoadSample(int positionX, int positionY, int c, int n) {
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FLOAT4 value;
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int width = uGridSampleParam.inShape.x;
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int height = uGridSampleParam.inShape.y;
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#ifdef PAD_MODE_ZEROS
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if (positionX < 0 || positionX >= width || positionY < 0 || positionY >= height) {
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value = FLOAT4(0.0);
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} else {
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value = uInput.data[0
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+ positionX
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+ positionY * width
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+ n * width * height
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+ c * width * height * uGridSampleParam.inShape.w
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];
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}
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#else
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positionX = clamp(positionX, 0, width - 1);
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positionY = clamp(positionY, 0, height - 1);
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value = uInput.data[0
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+ positionX
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+ positionY * width
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+ n * width * height
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+ c * width * height * uGridSampleParam.inShape.w
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];
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#endif
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return value;
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}
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void main()
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{
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int pos = int(gl_GlobalInvocationID.x);
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// input output grid layout is NC4HW4
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ivec4 inputShape = uGridSampleParam.inShape;
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ivec4 outputShape = uGridSampleParam.outShape;
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int total = outputShape.x * outputShape.y * outputShape.z * outputShape.w;
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if(pos < total)
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{
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// get nchw num of output
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int x = pos % outputShape.x;
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int tmp = pos / outputShape.x;
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int y = tmp % outputShape.y;
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tmp = tmp / outputShape.y;
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int z = tmp % outputShape.z;
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int n = tmp / outputShape.z;
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// get position in grid
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int gridPosition = n * outputShape.x * outputShape.y + y * outputShape.x + x;
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FLOAT gridX = uGrid.data[2 * gridPosition + 0];
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FLOAT gridY = uGrid.data[2 * gridPosition + 1];
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// compute position of input
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FLOAT a = FLOAT(uGridSampleParam.alignCorners);
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FLOAT b = FLOAT(1.0f) - a;
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int positionX = int(floor(((FLOAT(1.0) + gridX) * (FLOAT(inputShape.x) - a) - b) * FLOAT(0.5f) + FLOAT(0.5f)));
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int positionY = int(floor(((FLOAT(1.0) + gridY) * (FLOAT(inputShape.y) - a) - b) * FLOAT(0.5f) + FLOAT(0.5f))); FLOAT4 value = LoadSample(positionX, positionY, z, n);
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uOutput.data[0
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+ x
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+ y * outputShape.x
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+ z * outputShape.x * outputShape.y * outputShape.w
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+ n * outputShape.x * outputShape.y
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] = value;
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}
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}
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