vulkan: support L2_NORM with contiguous rows (#19604)
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@@ -1,6 +1,6 @@
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#version 450
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#include "generic_head.glsl"
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#include "generic_unary_head.glsl"
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#include "types.glsl"
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#extension GL_EXT_control_flow_attributes : enable
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@@ -8,19 +8,22 @@
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layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
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layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
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layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
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shared FLOAT_TYPE sum[BLOCK_SIZE];
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void main() {
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const uint row = gl_WorkGroupID.z * 262144 + gl_WorkGroupID.y * 512 + gl_WorkGroupID.x;
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const uint tid = gl_LocalInvocationID.x;
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const uint i3 = row / (p.ne11 * p.ne12);
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const uint i3_offset = i3 * p.ne12 * p.ne11;
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const uint i2 = (row - i3_offset) / p.ne11;
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const uint i2_offset = i2 * p.ne11;
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const uint i1 = row - i3_offset - i2_offset;
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sum[tid] = FLOAT_TYPE(0.0f); // partial sum for thread in warp
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[[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
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const FLOAT_TYPE xi = FLOAT_TYPE(data_a[row*p.KX + col]);
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[[unroll]] for (uint i0 = tid; i0 < p.ne00; i0 += BLOCK_SIZE) {
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const FLOAT_TYPE xi = FLOAT_TYPE(data_a[i3*p.nb03 + i2*p.nb02 + i1*p.nb01 + i0]);
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sum[tid] += xi * xi;
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}
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@@ -35,7 +38,7 @@ void main() {
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const FLOAT_TYPE scale = inversesqrt(max(sum[0], FLOAT_TYPE(p.param1)));
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[[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
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data_d[row*p.KX + col] = D_TYPE(scale * FLOAT_TYPE(data_a[row*p.KX + col]));
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[[unroll]] for (uint i0 = tid; i0 < p.ne00; i0 += BLOCK_SIZE) {
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data_d[i3*p.nb13 + i2*p.nb12 + i1*p.nb11 + i0] = D_TYPE(scale * FLOAT_TYPE(data_a[i3*p.nb03 + i2*p.nb02 + i1*p.nb01 + i0]));
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}
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}
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