diff options
Diffstat (limited to 'llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/soft_max_large_common.glsl')
| -rw-r--r-- | llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/soft_max_large_common.glsl | 53 |
1 files changed, 53 insertions, 0 deletions
diff --git a/llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/soft_max_large_common.glsl b/llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/soft_max_large_common.glsl new file mode 100644 index 0000000..6636d1f --- /dev/null +++ b/llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/soft_max_large_common.glsl @@ -0,0 +1,53 @@ +#extension GL_EXT_control_flow_attributes : enable + +layout (push_constant) uniform parameter +{ + uint KX; + uint KY; + uint ne00; + uint ne01; + uint ne02; + uint ne12; + uint ne13; + uint nb11; + uint nb12; + uint nb13; + float scale; + float max_bias; + float m0; + float m1; + uint n_head_log2; + uint nrows_x; + uint has_sinks; +} p; + +#include "types.glsl" + +layout(constant_id = 0) const uint BLOCK_SIZE = 128; +layout(local_size_x_id = 0, local_size_y = 1, local_size_z = 1) in; +layout(constant_id = 1) const uint num_iters = 4; + +layout (binding = 0) readonly buffer X {A_TYPE data_a[];}; +layout (binding = 1) readonly buffer Y {B_TYPE data_b[];}; +layout (binding = 2) readonly buffer Z {float data_c[];}; +layout (binding = 3) buffer D {D_TYPE data_d[];}; +layout (binding = 4) buffer M {float data_m[];}; +layout (binding = 5) buffer S {float data_s[];}; + +shared FLOAT_TYPE vals[BLOCK_SIZE]; + +float get_slope(uint rowx) { + float slope = 1.0f; + + // ALiBi + if (p.max_bias > 0.0f) { + const uint h = (rowx / p.ne01) % p.ne02; // head index + + const float base = h < p.n_head_log2 ? p.m0 : p.m1; + const uint exp = h < p.n_head_log2 ? h + 1 : 2*(h - p.n_head_log2) + 1; + + slope = pow(base, exp); + } + + return slope; +} |
