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-rw-r--r--llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/soft_max_large3.comp65
1 files changed, 65 insertions, 0 deletions
diff --git a/llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/soft_max_large3.comp b/llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/soft_max_large3.comp
new file mode 100644
index 0000000..06efd7d
--- /dev/null
+++ b/llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/soft_max_large3.comp
@@ -0,0 +1,65 @@
+#version 450
+
+#include "soft_max_large_common.glsl"
+
+shared FLOAT_TYPE sumsh[BLOCK_SIZE];
+
+void main() {
+ const uint tid = gl_LocalInvocationID.x;
+ const uint rowx = gl_WorkGroupID.y;
+ const uint wg_start = gl_WorkGroupID.x * BLOCK_SIZE * num_iters;
+
+ const uint32_t i03 = rowx / (p.ne01 * p.ne02);
+ const uint32_t i02 = (rowx - i03 * p.ne01 * p.ne02) / p.ne01;
+ const uint32_t i01 = rowx % p.ne01;
+
+ uint rowy_start = 0;
+ if (p.KY > 0) {
+ rowy_start = i01 * p.nb11 + (i02 % p.ne12) * p.nb12 + (i03 % p.ne13) * p.nb13;
+ }
+
+ if (rowx >= p.nrows_x) {
+ return;
+ }
+
+ FLOAT_TYPE max_val = p.has_sinks == 0 ? uintBitsToFloat(0xFF800000) : data_c[i02];
+ FLOAT_TYPE sum = FLOAT_TYPE(0.0f);
+
+ [[unroll]] for (uint i = 0; i < gl_NumWorkGroups.x; i += BLOCK_SIZE) {
+ if (i + tid < gl_NumWorkGroups.x) {
+ max_val = max(max_val, data_m[rowx * gl_NumWorkGroups.x + i + tid]);
+ sum += data_s[rowx * gl_NumWorkGroups.x + i + tid];
+ }
+ }
+
+ // reduce across the workgroup
+ vals[tid] = max_val;
+ sumsh[tid] = sum;
+ barrier();
+ [[unroll]] for (uint s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
+ if (tid < s) {
+ vals[tid] = max(max_val, vals[tid + s]);
+ sumsh[tid] += sumsh[tid + s];
+ }
+ barrier();
+ }
+
+ max_val = vals[0];
+ sum = sumsh[0];
+
+ if (p.has_sinks != 0) {
+ sum += FLOAT_TYPE(exp(FLOAT_TYPE(data_c[i02]) - max_val));
+ }
+
+ FLOAT_TYPE rcpdivisor = 1.0/sum;
+
+ [[unroll]] for (uint col0 = wg_start, idx = 0; idx < num_iters; col0 += BLOCK_SIZE, ++idx) {
+ const uint col = col0 + tid;
+
+ if (col >= p.KX) {
+ continue;
+ }
+
+ data_d[rowx*p.KX + col] *= D_TYPE(rcpdivisor);
+ }
+}