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llama.cpp/kompute-shaders/op_gelu.comp
T
fbf1ddec69 Nomic Vulkan backend (#4456)
Signed-off-by: Jared Van Bortel <[email protected]>
Co-authored-by: niansa <[email protected]>
Co-authored-by: Adam Treat <[email protected]>
Co-authored-by: Aaron Miller <[email protected]>
Co-authored-by: ToKiNoBug <[email protected]>
Co-authored-by: Georgi Gerganov <[email protected]>
Co-authored-by: slaren <[email protected]>
2024-01-29 15:50:50 -05:00

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#version 450
#include "common.comp"
layout(local_size_x = 1) in;
layout(binding = 0) buffer restrict readonly tensorIn { float in_[]; };
layout(binding = 1) buffer restrict writeonly tensorOut { float out_[]; };
layout(push_constant) uniform PushConstants {
uint inOff;
uint outOff;
} pcs;
void main() {
const uint baseIndex = gl_WorkGroupID.x * 8;
for (uint x = 0; x < 8; x++) {
const uint i = baseIndex + x;
const float y = in_[i + pcs.inOff];
out_[i + pcs.outOff] = 0.5*y*(1.0 + tanh(clamp(SQRT_2_OVER_PI*y*(1.0 + GELU_COEF_A*y*y), -15.0, 15.0)));
}
}