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-rw-r--r--llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/dequant_q5_k.comp70
1 files changed, 70 insertions, 0 deletions
diff --git a/llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/dequant_q5_k.comp b/llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/dequant_q5_k.comp
new file mode 100644
index 0000000..970469a
--- /dev/null
+++ b/llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/dequant_q5_k.comp
@@ -0,0 +1,70 @@
+#version 450
+
+#include "dequant_head.glsl"
+
+layout(local_size_x = 64, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+ [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) {
+ const uint ib = gl_WorkGroupID.x * 256 + wgy;
+ if (ib >= p.nel / QUANT_K) {
+ return;
+ }
+
+ const uint tid = gl_LocalInvocationID.x;
+ const uint il = tid / 16;
+ const uint ir = tid % 16;
+ const uint is = 2 * il;
+
+ const FLOAT_TYPE dall = FLOAT_TYPE(data_a[ib].dm.x);
+ const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[ib].dm.y);
+
+ const uint y_idx = ib * QUANT_K + 64 * il + 2 * ir;
+ const uint qs_idx = 32*il + 2 * ir;
+ const uint qh_idx = 2 * ir;
+
+ uint scidx0 = (is < 4) ? is : (is + 4);
+ uint scidx1 = (is < 4) ? is : (is - 4);
+ uint scidxmask1 = (is < 4) ? 0x30 : 0xC0;
+ uint scidxshift1 = (is < 4) ? 0 : 2;
+ uint mbidx0 = is + 4;
+ uint mbidx1 = (is < 4) ? is + 4 : is;
+ uint mbidxmask0 = (is < 4) ? 0xF : 0xF0;
+ uint mbidxshift0 = (is < 4) ? 0 : 4;
+ uint mbidxmask1 = (is < 4) ? 0x30 : 0xC0;
+ uint mbidxshift1 = (is < 4) ? 0 : 2;
+
+ uint8_t sc = uint8_t((data_a[ib].scales[scidx0] & 0xF) | ((data_a[ib].scales[scidx1] & scidxmask1) >> scidxshift1));
+ uint8_t mbyte = uint8_t((data_a[ib].scales[mbidx0] & mbidxmask0) >> mbidxshift0 | ((data_a[ib].scales[mbidx1] & mbidxmask1) >> mbidxshift1));
+
+ const FLOAT_TYPE d1 = dall * sc;
+ const FLOAT_TYPE m1 = dmin * mbyte;
+
+ scidx0 = (is < 4) ? is + 1 : (is + 5);
+ scidx1 = (is < 4) ? is + 1 : (is - 3);
+ scidxmask1 = (is < 4) ? 0x30 : 0xC0;
+ scidxshift1 = (is < 4) ? 0 : 2;
+ mbidx0 = is + 5;
+ mbidx1 = (is < 4) ? is + 5 : is + 1;
+ mbidxmask0 = (is < 4) ? 0xF : 0xF0;
+ mbidxshift0 = (is < 4) ? 0 : 4;
+ mbidxmask1 = (is < 4) ? 0x30 : 0xC0;
+ mbidxshift1 = (is < 4) ? 0 : 2;
+
+ sc = uint8_t((data_a[ib].scales[scidx0] & 0xF) | ((data_a[ib].scales[scidx1] & scidxmask1) >> scidxshift1));
+ mbyte = uint8_t((data_a[ib].scales[mbidx0] & mbidxmask0) >> mbidxshift0 | ((data_a[ib].scales[mbidx1] & mbidxmask1) >> mbidxshift1));
+
+ const FLOAT_TYPE d2 = dall * sc;
+ const FLOAT_TYPE m2 = dmin * mbyte;
+
+ const uint8_t hm1 = uint8_t(1 << (2 * il ));
+ const uint8_t hm2 = uint8_t(1 << (2 * il + 1));
+ data_b[y_idx ] = D_TYPE(d1 * FLOAT_TYPE((data_a[ib].qs[qs_idx ] & 0xF) + (((data_a[ib].qh[qh_idx ] & hm1) != 0) ? 16 : 0)) - m1);
+ data_b[y_idx + 1] = D_TYPE(d1 * FLOAT_TYPE((data_a[ib].qs[qs_idx + 1] & 0xF) + (((data_a[ib].qh[qh_idx + 1] & hm1) != 0) ? 16 : 0)) - m1);
+ data_b[y_idx + 32] = D_TYPE(d2 * FLOAT_TYPE((data_a[ib].qs[qs_idx ] >> 4) + (((data_a[ib].qh[qh_idx ] & hm2) != 0) ? 16 : 0)) - m2);
+ data_b[y_idx + 33] = D_TYPE(d2 * FLOAT_TYPE((data_a[ib].qs[qs_idx + 1] >> 4) + (((data_a[ib].qh[qh_idx + 1] & hm2) != 0) ? 16 : 0)) - m2);
+ }
+}