3d4e86bbeb
* vulkan: implement SSM scan operation Add State Space Model scan operation to the Vulkan backend. Signed-off-by: Giuseppe Scrivano <gscrivan@redhat.com> * vulkan: implement SSM conv operation Add State Space Model conv operation to the Vulkan backend. Signed-off-by: Giuseppe Scrivano <gscrivan@redhat.com> --------- Signed-off-by: Giuseppe Scrivano <gscrivan@redhat.com>
45 lines
1.2 KiB
Plaintext
45 lines
1.2 KiB
Plaintext
#version 450
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#extension GL_EXT_control_flow_attributes : require
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#include "types.glsl"
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layout(constant_id = 0) const uint BLOCK_SIZE = 32;
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layout(local_size_x_id = 0, local_size_y = 1, local_size_z = 1) in;
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layout(binding = 0) readonly buffer Src0 { float src0[]; };
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layout(binding = 1) readonly buffer Src1 { float src1[]; };
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layout(binding = 2) buffer Dst { float dst[]; };
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layout(push_constant) uniform PushConstants {
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uint nb01; uint nb02;
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uint nb11;
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uint dst_nb0; uint dst_nb1; uint dst_nb2;
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uint nc; uint ncs; uint nr; uint n_t; uint n_s;
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};
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void main() {
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const uint global_thread_id = gl_GlobalInvocationID.x;
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const uint i2 = gl_WorkGroupID.y;
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const uint i3 = gl_WorkGroupID.z;
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if (global_thread_id >= nr || i2 >= n_t || i3 >= n_s) {
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return;
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}
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const uint i1 = global_thread_id;
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const uint src0_base = i3 * (nb02 / 4) + i2 + i1 * (nb01 / 4);
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const uint src1_base = i1 * (nb11 / 4);
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const uint dst_idx = i3 * (dst_nb2 / 4) + i2 * (dst_nb1 / 4) + i1;
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float sum = 0.0;
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[[unroll]] for (uint i0 = 0; i0 < nc; i0++) {
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const uint src0_idx = src0_base + i0;
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const uint src1_idx = src1_base + i0;
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sum += src0[src0_idx] * src1[src1_idx];
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}
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dst[dst_idx] = sum;
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}
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