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vulkan: copy iq4_nl LUT into shared memory (llama/10409)

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Jeff Bolz 2024-11-20 01:40:18 -06:00 committed by Georgi Gerganov
parent bbb292ed38
commit a117279e13
6 changed files with 29 additions and 4 deletions
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2
ggml/src/ggml-vulkan/vulkan-shaders/dequant_iq4_nl.comp
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@ -10,6 +10,8 @@ layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
void main() {
const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
init_iq4nl_shmem();
const uint tid = gl_LocalInvocationID.x % 64;
const uint il = tid/32;
const uint ir = tid%32;

4
ggml/src/ggml-vulkan/vulkan-shaders/get_rows_quant.comp
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@ -12,6 +12,10 @@ void main() {
const uint i11 = (gl_GlobalInvocationID.z)/p.ne12;
const uint i12 = (gl_GlobalInvocationID.z)%p.ne12;
#if defined(DATA_A_IQ4_NL)
init_iq4nl_shmem();
#endif
if (i00 >= p.ne00) {
return;
}

4
ggml/src/ggml-vulkan/vulkan-shaders/mul_mat_vec.comp
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@ -161,6 +161,10 @@ void compute_outputs(const uint32_t first_row, const uint32_t num_rows) {
void main() {
const uint first_row = NUM_ROWS * (gl_WorkGroupID.x + gl_NumWorkGroups.x * gl_WorkGroupID.z);
#if defined(DATA_A_IQ4_NL)
init_iq4nl_shmem();
#endif
// do NUM_ROWS at a time, unless there aren't enough remaining rows
if (first_row + NUM_ROWS <= p.stride_d) {
compute_outputs(first_row, NUM_ROWS);

4
ggml/src/ggml-vulkan/vulkan-shaders/mul_mm.comp
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@ -75,6 +75,10 @@ shared u16vec2 row_ids[3072];
#endif
void main() {
#if defined(DATA_A_IQ4_NL)
init_iq4nl_shmem();
#endif
#ifdef MUL_MAT_ID
const uint expert_idx = gl_GlobalInvocationID.z;
#else

13
ggml/src/ggml-vulkan/vulkan-shaders/types.comp
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@ -298,10 +298,21 @@ struct block_iq4_nl_packed16
#define A_TYPE block_iq4_nl
#define A_TYPE_PACKED16 block_iq4_nl_packed16
const int8_t kvalues_iq4nl[16] = {
const int8_t kvalues_iq4nl_const[16] = {
int8_t(-127), int8_t(-104), int8_t(-83), int8_t(-65), int8_t(-49), int8_t(-35), int8_t(-22), int8_t(-10),
int8_t(1), int8_t(13), int8_t(25), int8_t(38), int8_t(53), int8_t(69), int8_t(89), int8_t(113)
};
shared FLOAT_TYPE kvalues_iq4nl[16];
void init_iq4nl_shmem()
{
// copy the table into shared memory and sync
if (gl_LocalInvocationIndex.x < 16) {
kvalues_iq4nl[gl_LocalInvocationIndex.x] = FLOAT_TYPE(kvalues_iq4nl_const[gl_LocalInvocationIndex.x]);
}
barrier();
}
#endif
#endif // !defined(GGML_TYPES_COMP)

6
ggml/src/ggml-vulkan/vulkan-shaders/vulkan-shaders-gen.cpp
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@ -331,11 +331,11 @@ void process_shaders() {
shader = (tname == "f32" || tname == "f16") ? "get_rows.comp" : "get_rows_quant.comp";
if (tname == "f16") {
string_to_spv("get_rows_" + tname, shader, {{data_a_key, "1"}, {"B_TYPE", "int"}, {"D_TYPE", "float16_t"}, {"OPTIMIZATION_ERROR_WORKAROUND", "1"}});
string_to_spv("get_rows_" + tname, shader, merge_maps(base_dict, {{data_a_key, "1"}, {"B_TYPE", "int"}, {"D_TYPE", "float16_t"}, {"OPTIMIZATION_ERROR_WORKAROUND", "1"}}));
} else {
string_to_spv("get_rows_" + tname, shader, {{data_a_key, "1"}, {"B_TYPE", "int"}, {"D_TYPE", "float16_t"}});
string_to_spv("get_rows_" + tname, shader, merge_maps(base_dict, {{data_a_key, "1"}, {"B_TYPE", "int"}, {"D_TYPE", "float16_t"}}));
}
string_to_spv("get_rows_" + tname + "_f32", shader, {{data_a_key, "1"}, {"B_TYPE", "int"}, {"D_TYPE", "float"}});
string_to_spv("get_rows_" + tname + "_f32", shader, merge_maps(base_dict, {{data_a_key, "1"}, {"B_TYPE", "int"}, {"D_TYPE", "float"}}));
}
}