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Parent(s):
18a0ad1
vulkan: define all quant data structures in types.comp (llama/10440)
Browse files
ggml/src/ggml-vulkan/vulkan-shaders/types.comp
CHANGED
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@@ -30,10 +30,8 @@
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#endif
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#endif
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-
#
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-
#
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-
#define QUANT_K 32
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-
#define QUANT_R 2
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struct block_q4_0
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{
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@@ -46,14 +44,15 @@ struct block_q4_0_packed16
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uint16_t qs[16/2];
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};
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#define A_TYPE block_q4_0
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#define A_TYPE_PACKED16 block_q4_0_packed16
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#endif
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-
#
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-
#
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-
#define QUANT_K 32
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-
#define QUANT_R 2
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struct block_q4_1
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{
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@@ -69,15 +68,15 @@ struct block_q4_1_packed16
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uint16_t qs[16/2];
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};
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#define A_TYPE block_q4_1
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#define A_TYPE_PACKED16 block_q4_1_packed16
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#endif
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-
#
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-
#
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-
#extension GL_EXT_shader_explicit_arithmetic_types_int16 : require
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-
#define QUANT_K 32
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-
#define QUANT_R 2
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struct block_q5_0
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{
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@@ -93,15 +92,15 @@ struct block_q5_0_packed16
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uint16_t qs[16/2];
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};
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#define A_TYPE block_q5_0
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#define A_TYPE_PACKED16 block_q5_0_packed16
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#endif
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-
#
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-
#
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-
#extension GL_EXT_shader_explicit_arithmetic_types_int16 : require
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-
#define QUANT_K 32
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-
#define QUANT_R 2
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struct block_q5_1
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{
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@@ -119,14 +118,15 @@ struct block_q5_1_packed16
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uint16_t qs[16/2];
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};
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#define A_TYPE block_q5_1
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#define A_TYPE_PACKED16 block_q5_1_packed16
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#endif
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-
#
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-
#
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-
#define QUANT_K 32
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-
#define QUANT_R 1
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struct block_q8_0
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{
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@@ -139,164 +139,164 @@ struct block_q8_0_packed16
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uint16_t qs[32/2];
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};
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#define A_TYPE block_q8_0
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#define A_TYPE_PACKED16 block_q8_0_packed16
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#endif
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// K-quants
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#
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-
#extension GL_EXT_shader_16bit_storage : require
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-
#define QUANT_K 256
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struct block_q2_K
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{
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-
uint8_t scales[
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-
uint8_t qs[
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f16vec2 d;
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};
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struct block_q2_K_packed16
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{
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-
uint16_t scales[
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-
uint16_t qs[
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f16vec2 d;
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};
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struct block_q2_K_packed32
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{
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-
uint32_t scales[
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-
uint32_t qs[
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f16vec2 d;
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};
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#define A_TYPE block_q2_K
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#define A_TYPE_PACKED16 block_q2_K_packed16
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#define A_TYPE_PACKED32 block_q2_K_packed32
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#endif
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-
#
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-
#extension GL_EXT_shader_16bit_storage : require
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-
#define QUANT_K 256
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struct block_q3_K
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{
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-
uint8_t hmask[
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-
uint8_t qs[
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uint8_t scales[12];
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float16_t d;
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};
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struct block_q3_K_packed16
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{
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-
uint16_t hmask[
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-
uint16_t qs[
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uint16_t scales[12/2];
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float16_t d;
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};
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#define A_TYPE block_q3_K
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#define A_TYPE_PACKED16 block_q3_K_packed16
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#endif
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-
#
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-
#extension GL_EXT_shader_16bit_storage : require
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-
#define QUANT_K 256
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struct block_q4_K
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{
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f16vec2 d;
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-
uint8_t scales[3*
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-
uint8_t qs[
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};
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struct block_q4_K_packed16
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{
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f16vec2 d;
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-
uint16_t scales[3*
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-
uint16_t qs[
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};
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struct block_q4_K_packed32
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{
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f16vec2 d;
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-
uint32_t scales[3*
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-
uint32_t qs[
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};
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#define A_TYPE block_q4_K
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#define A_TYPE_PACKED16 block_q4_K_packed16
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#define A_TYPE_PACKED32 block_q4_K_packed32
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#endif
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-
#
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-
#extension GL_EXT_shader_16bit_storage : require
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-
#define QUANT_K 256
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struct block_q5_K
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{
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f16vec2 d;
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uint8_t scales[12];
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-
uint8_t qh[
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-
uint8_t qs[
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};
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struct block_q5_K_packed16
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{
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f16vec2 d;
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uint16_t scales[12/2];
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-
uint16_t qh[
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-
uint16_t qs[
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};
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#define A_TYPE block_q5_K
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#define A_TYPE_PACKED16 block_q5_K_packed16
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#endif
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-
#
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-
#extension GL_EXT_shader_16bit_storage : require
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-
#define QUANT_K 256
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struct block_q6_K
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{
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-
uint8_t ql[
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-
uint8_t qh[
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-
int8_t scales[
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float16_t d;
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};
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struct block_q6_K_packed16
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{
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-
uint16_t ql[
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-
uint16_t qh[
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-
int8_t scales[
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float16_t d;
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};
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#define A_TYPE block_q6_K
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#define A_TYPE_PACKED16 block_q6_K_packed16
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#endif
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// IQuants
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-
#
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-
#
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-
#define QUANT_K 32
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-
#define QUANT_R 2
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struct block_iq4_nl
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{
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float16_t d;
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-
uint8_t qs[
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};
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struct block_iq4_nl_packed16
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{
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float16_t d;
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-
uint16_t qs[
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};
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-
#
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-
#define A_TYPE_PACKED16 block_iq4_nl_packed16
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const int8_t kvalues_iq4nl_const[16] = {
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int8_t(-127), int8_t(-104), int8_t(-83), int8_t(-65), int8_t(-49), int8_t(-35), int8_t(-22), int8_t(-10),
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@@ -313,6 +313,11 @@ void init_iq4nl_shmem()
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}
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barrier();
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}
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#endif
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#endif // !defined(GGML_TYPES_COMP)
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#endif
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#endif
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+
#define QUANT_K_Q4_0 32
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#define QUANT_R_Q4_0 2
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struct block_q4_0
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{
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uint16_t qs[16/2];
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};
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+
#if defined(DATA_A_Q4_0)
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#define QUANT_K QUANT_K_Q4_0
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#define QUANT_R QUANT_R_Q4_0
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#define A_TYPE block_q4_0
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#define A_TYPE_PACKED16 block_q4_0_packed16
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#endif
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+
#define QUANT_K_Q4_1 32
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#define QUANT_R_Q4_1 2
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struct block_q4_1
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{
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uint16_t qs[16/2];
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};
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+
#if defined(DATA_A_Q4_1)
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#define QUANT_K QUANT_K_Q4_1
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#define QUANT_R QUANT_R_Q4_1
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#define A_TYPE block_q4_1
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#define A_TYPE_PACKED16 block_q4_1_packed16
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#endif
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+
#define QUANT_K_Q5_0 32
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#define QUANT_R_Q5_0 2
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struct block_q5_0
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{
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uint16_t qs[16/2];
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};
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+
#if defined(DATA_A_Q5_0)
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#define QUANT_K QUANT_K_Q5_0
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#define QUANT_R QUANT_R_Q5_0
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#define A_TYPE block_q5_0
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#define A_TYPE_PACKED16 block_q5_0_packed16
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#endif
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+
#define QUANT_K_Q5_1 32
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#define QUANT_R_Q5_1 2
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struct block_q5_1
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{
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uint16_t qs[16/2];
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};
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+
#if defined(DATA_A_Q5_1)
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#define QUANT_K QUANT_K_Q5_1
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#define QUANT_R QUANT_R_Q5_1
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#define A_TYPE block_q5_1
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#define A_TYPE_PACKED16 block_q5_1_packed16
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#endif
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+
#define QUANT_K_Q8_0 32
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+
#define QUANT_R_Q8_0 1
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struct block_q8_0
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{
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uint16_t qs[32/2];
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};
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+
#if defined(DATA_A_Q8_0)
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+
#define QUANT_K QUANT_K_Q8_0
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+
#define QUANT_R QUANT_R_Q8_0
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#define A_TYPE block_q8_0
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#define A_TYPE_PACKED16 block_q8_0_packed16
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#endif
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// K-quants
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+
#define QUANT_K_Q2_K 256
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struct block_q2_K
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{
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+
uint8_t scales[QUANT_K_Q2_K/16];
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+
uint8_t qs[QUANT_K_Q2_K/4];
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f16vec2 d;
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};
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struct block_q2_K_packed16
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{
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+
uint16_t scales[QUANT_K_Q2_K/16/2];
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+
uint16_t qs[QUANT_K_Q2_K/4/2];
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f16vec2 d;
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};
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struct block_q2_K_packed32
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{
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+
uint32_t scales[QUANT_K_Q2_K/16/4];
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+
uint32_t qs[QUANT_K_Q2_K/4/4];
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f16vec2 d;
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};
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+
#if defined(DATA_A_Q2_K)
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+
#define QUANT_K QUANT_K_Q2_K
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#define A_TYPE block_q2_K
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#define A_TYPE_PACKED16 block_q2_K_packed16
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#define A_TYPE_PACKED32 block_q2_K_packed32
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#endif
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+
#define QUANT_K_Q3_K 256
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struct block_q3_K
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{
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+
uint8_t hmask[QUANT_K_Q3_K/8];
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+
uint8_t qs[QUANT_K_Q3_K/4];
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uint8_t scales[12];
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float16_t d;
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};
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struct block_q3_K_packed16
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{
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+
uint16_t hmask[QUANT_K_Q3_K/8/2];
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+
uint16_t qs[QUANT_K_Q3_K/4/2];
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uint16_t scales[12/2];
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float16_t d;
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};
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+
#if defined(DATA_A_Q3_K)
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+
#define QUANT_K QUANT_K_Q3_K
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#define A_TYPE block_q3_K
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#define A_TYPE_PACKED16 block_q3_K_packed16
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#endif
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+
#define QUANT_K_Q4_K 256
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struct block_q4_K
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{
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f16vec2 d;
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+
uint8_t scales[3*QUANT_K_Q4_K/64];
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+
uint8_t qs[QUANT_K_Q4_K/2];
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};
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struct block_q4_K_packed16
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{
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f16vec2 d;
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+
uint16_t scales[3*QUANT_K_Q4_K/64/2];
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+
uint16_t qs[QUANT_K_Q4_K/2/2];
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};
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struct block_q4_K_packed32
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{
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f16vec2 d;
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+
uint32_t scales[3*QUANT_K_Q4_K/64/4];
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+
uint32_t qs[QUANT_K_Q4_K/2/4];
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};
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+
#if defined(DATA_A_Q4_K)
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+
#define QUANT_K QUANT_K_Q4_K
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#define A_TYPE block_q4_K
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#define A_TYPE_PACKED16 block_q4_K_packed16
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#define A_TYPE_PACKED32 block_q4_K_packed32
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#endif
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+
#define QUANT_K_Q5_K 256
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struct block_q5_K
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{
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f16vec2 d;
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uint8_t scales[12];
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+
uint8_t qh[QUANT_K_Q5_K/8];
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+
uint8_t qs[QUANT_K_Q5_K/2];
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};
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struct block_q5_K_packed16
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{
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f16vec2 d;
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uint16_t scales[12/2];
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+
uint16_t qh[QUANT_K_Q5_K/8/2];
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+
uint16_t qs[QUANT_K_Q5_K/2/2];
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};
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+
#if defined(DATA_A_Q5_K)
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+
#define QUANT_K QUANT_K_Q5_K
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#define A_TYPE block_q5_K
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#define A_TYPE_PACKED16 block_q5_K_packed16
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#endif
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+
#define QUANT_K_Q6_K 256
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struct block_q6_K
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{
|
| 262 |
+
uint8_t ql[QUANT_K_Q6_K/2];
|
| 263 |
+
uint8_t qh[QUANT_K_Q6_K/4];
|
| 264 |
+
int8_t scales[QUANT_K_Q6_K/16];
|
| 265 |
float16_t d;
|
| 266 |
};
|
| 267 |
|
| 268 |
struct block_q6_K_packed16
|
| 269 |
{
|
| 270 |
+
uint16_t ql[QUANT_K_Q6_K/2/2];
|
| 271 |
+
uint16_t qh[QUANT_K_Q6_K/4/2];
|
| 272 |
+
int8_t scales[QUANT_K_Q6_K/16];
|
| 273 |
float16_t d;
|
| 274 |
};
|
| 275 |
|
| 276 |
+
#if defined(DATA_A_Q6_K)
|
| 277 |
+
#define QUANT_K QUANT_K_Q6_K
|
| 278 |
#define A_TYPE block_q6_K
|
| 279 |
#define A_TYPE_PACKED16 block_q6_K_packed16
|
| 280 |
#endif
|
| 281 |
|
| 282 |
// IQuants
|
| 283 |
|
| 284 |
+
#define QUANT_K_IQ4_NL 32
|
| 285 |
+
#define QUANT_R_IQ4_NL 2
|
|
|
|
|
|
|
| 286 |
|
| 287 |
struct block_iq4_nl
|
| 288 |
{
|
| 289 |
float16_t d;
|
| 290 |
+
uint8_t qs[QUANT_K_IQ4_NL/2];
|
| 291 |
};
|
| 292 |
|
| 293 |
struct block_iq4_nl_packed16
|
| 294 |
{
|
| 295 |
float16_t d;
|
| 296 |
+
uint16_t qs[QUANT_K_IQ4_NL/2/2];
|
| 297 |
};
|
| 298 |
|
| 299 |
+
#if defined(DATA_A_IQ4_NL)
|
|
|
|
| 300 |
|
| 301 |
const int8_t kvalues_iq4nl_const[16] = {
|
| 302 |
int8_t(-127), int8_t(-104), int8_t(-83), int8_t(-65), int8_t(-49), int8_t(-35), int8_t(-22), int8_t(-10),
|
|
|
|
| 313 |
}
|
| 314 |
barrier();
|
| 315 |
}
|
| 316 |
+
|
| 317 |
+
#define QUANT_K QUANT_K_IQ4_NL
|
| 318 |
+
#define QUANT_R QUANT_R_IQ4_NL
|
| 319 |
+
#define A_TYPE block_iq4_nl
|
| 320 |
+
#define A_TYPE_PACKED16 block_iq4_nl_packed16
|
| 321 |
#endif
|
| 322 |
|
| 323 |
#endif // !defined(GGML_TYPES_COMP)
|