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unfinished restructure example, didnt continue as its really slow already 15 t/s
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2 files changed

+10
-37
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2 files changed

+10
-37
lines changed

ggml/src/ggml-vulkan/vulkan-shaders/mul_mat_vec_q6_k.comp

Lines changed: 8 additions & 35 deletions
Original file line numberDiff line numberDiff line change
@@ -86,41 +86,14 @@ void compute_outputs(const uint32_t first_row, const uint32_t num_rows) {
8686

8787
const FLOAT_TYPE d = FLOAT_TYPE(data_a[ib0 + i].d);
8888

89-
uint32_t ql0_u32 = uint32_t(blkcache[ix].blk[ql_offset / 2]) | (uint32_t(blkcache[ix].blk[ql_offset / 2 + 1]) << 16);
90-
uint32_t ql32_u32 = uint32_t(blkcache[ix].blk[ql_offset / 2 + 16]) | (uint32_t(blkcache[ix].blk[ql_offset / 2 + 17]) << 16);
91-
92-
uint32_t ql0_u32_lo4 = ql0_u32 & 0x0F0F0F0F;
93-
uint32_t ql0_u32_hi4 = (ql0_u32 >> 4) & 0x0F0F0F0F;
94-
uint32_t ql32_u32_lo4 = ql32_u32 & 0x0F0F0F0F;
95-
uint32_t ql32_u32_hi4 = (ql32_u32 >> 4) & 0x0F0F0F0F;
96-
97-
uint32_t qh_u32 = uint32_t(blkcache[ix].blk[64 + qh_offset / 2]) | (uint32_t(blkcache[ix].blk[64 + qh_offset / 2 + 1]) << 16);
98-
uint32_t qh0_u32 = (qh_u32 & 0x03030303) << 4;
99-
uint32_t qh2_u32 = (qh_u32 & 0x0C0C0C0C) << 2;
100-
uint32_t qh4_u32 = (qh_u32 & 0x30303030);
101-
uint32_t qh6_u32 = (qh_u32 & 0xC0C0C0C0) >> 2;
102-
103-
uint32_t q0_u32 = ql0_u32_lo4 | qh0_u32;
104-
uint32_t q1_u32 = ql32_u32_lo4 | qh2_u32;
105-
uint32_t q2_u32 = ql0_u32_hi4 | qh4_u32;
106-
uint32_t q3_u32 = ql32_u32_hi4 | qh6_u32;
107-
108-
uvec4 q0 = uvec4(unpack8(q0_u32));
109-
uvec4 q1 = uvec4(unpack8(q1_u32));
110-
uvec4 q2 = uvec4(unpack8(q2_u32));
111-
uvec4 q3 = uvec4(unpack8(q3_u32));
112-
113-
FLOAT_TYPE sum[4] = {0, 0, 0, 0};
114-
[[unroll]] for (uint l = 0; l < 4; ++l) {
115-
sum[0] = fma(FLOAT_TYPE(bycache[ix][128*v_im + l0 + l]), FLOAT_TYPE(int8_t(q0[l]) - 32), sum[0]);
116-
sum[1] = fma(FLOAT_TYPE(bycache[ix][128*v_im + l0 + 32 + l]), FLOAT_TYPE(int8_t(q1[l]) - 32), sum[1]);
117-
sum[2] = fma(FLOAT_TYPE(bycache[ix][128*v_im + l0 + 64 + l]), FLOAT_TYPE(int8_t(q2[l]) - 32), sum[2]);
118-
sum[3] = fma(FLOAT_TYPE(bycache[ix][128*v_im + l0 + 96 + l]), FLOAT_TYPE(int8_t(q3[l]) - 32), sum[3]);
119-
}
120-
121-
[[unroll]] for (uint l = 0; l < 4; ++l)
122-
sum[l] *= sccache[ix][s_offset + l*2];
123-
temp[n] += (sum[0] + sum[1] + sum[2] + sum[3]) * d;
89+
FLOAT_TYPE dq[16];
90+
FLOAT_TYPE sum = 0;
91+
[[unroll]] for (uint l = 0; l < 16; ++l) {
92+
dq[l] = bitfieldExtract(blkcache[ix].blk[l/2], 1, 4) | (bitfieldExtract(blkcache[ix].blk[64 + l], 2, 2) << 4);
93+
sum = fma(FLOAT_TYPE(bycache[ix][16*itid + l]), dq[l], sum);
94+
}
95+
96+
temp[n] += sum * sccache[ix][itid] * d;
12497
}
12598
}
12699

ggml/src/ggml-vulkan/vulkan-shaders/types.comp

Lines changed: 2 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -269,8 +269,8 @@ struct block_q6_K_packed16
269269
{
270270
// blk contains the following:
271271
// uint16_t ql[QUANT_K_Q6_K/2/2];
272-
// uint16_t qh[QUANT_K_Q6_K/4/2];
273-
// uint16_t scales[QUANT_K_Q6_K/8];
272+
// uint16_t qh[QUANT_K_Q6_K/4/2]; 64
273+
// uint16_t scales[QUANT_K_Q6_K/8]; 96
274274
uint16_t blk[104];
275275
float16_t d;
276276
};

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