From 1fceeb9046086900592284c1bd103fdcdc38f935 Mon Sep 17 00:00:00 2001 From: 0cc4m Date: Thu, 21 Mar 2024 18:34:19 +0100 Subject: [PATCH] Fix Intel dequant issue Fix validation issue --- ggml-vulkan-shaders.hpp | 10485 +++++++++++++++++----------------- ggml-vulkan.cpp | 10 +- ggml_vk_generate_shaders.py | 28 +- 3 files changed, 5277 insertions(+), 5246 deletions(-) diff --git a/ggml-vulkan-shaders.hpp b/ggml-vulkan-shaders.hpp index 370135e67..170f966ad 100644 --- a/ggml-vulkan-shaders.hpp +++ b/ggml-vulkan-shaders.hpp @@ -23693,7 +23693,7 @@ const uint64_t matmul_q2_k_f32_fp32_len = 11120; unsigned char matmul_q3_k_f32_data[] = { 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00, -0xa5,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, +0xa8,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00, 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00, 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00, @@ -23703,8 +23703,8 @@ unsigned char matmul_q3_k_f32_data[] = { 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00, 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, 0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00, -0x3a,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0x09,0x02,0x00,0x00, -0x14,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,0x47,0x03,0x00,0x00, +0x3a,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0x0b,0x02,0x00,0x00, +0x16,0x02,0x00,0x00,0x01,0x03,0x00,0x00,0x4a,0x03,0x00,0x00, 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00, 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00, 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, @@ -23766,26 +23766,26 @@ unsigned char matmul_q3_k_f32_data[] = { 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3a,0x01,0x00,0x00, 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00, 0x3a,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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+0x30,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x32,0x03,0x00,0x00, +0xf9,0x00,0x02,0x00,0x2b,0x03,0x00,0x00,0xf8,0x00,0x02,0x00, +0x2b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00, +0x8e,0x03,0x00,0x00,0x91,0x03,0x00,0x00,0xd0,0x00,0x00,0x00, +0xf9,0x00,0x02,0x00,0x28,0x03,0x00,0x00,0xf8,0x00,0x02,0x00, +0x2a,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00, }; -const uint64_t matmul_q3_k_f32_aligned_len = 13656; +const uint64_t matmul_q3_k_f32_aligned_len = 13704; unsigned char matmul_q3_k_f32_aligned_fp32_data[] = { 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00, @@ -35274,8 +35282,8 @@ unsigned char matmul_q4_k_f32_data[] = { 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00, 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, 0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00, -0x21,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0xc7,0x01,0x00,0x00, -0xd2,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,0x05,0x03,0x00,0x00, +0x21,0x01,0x00,0x00,0x78,0x01,0x00,0x00,0xc6,0x01,0x00,0x00, +0xd1,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,0x05,0x03,0x00,0x00, 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00, 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00, 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, @@ -35334,16 +35342,16 @@ unsigned char matmul_q4_k_f32_data[] = { 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x21,0x01,0x00,0x00, 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00, 0x21,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00, -0x47,0x00,0x04,0x00,0xa1,0x01,0x00,0x00,0x01,0x00,0x00,0x00, -0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa2,0x01,0x00,0x00, +0x47,0x00,0x04,0x00,0xa0,0x01,0x00,0x00,0x01,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa1,0x01,0x00,0x00, 0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x47,0x00,0x04,0x00, -0xcf,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00, -0x48,0x00,0x04,0x00,0xd0,0x01,0x00,0x00,0x00,0x00,0x00,0x00, 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0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00, @@ -35693,10 +35701,10 @@ unsigned char matmul_q4_k_f32_data[] = { 0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00, 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00, 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x44,0x03,0x00,0x00, -0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf7,0x01,0x00,0x00, +0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf6,0x01,0x00,0x00, 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00, 0x40,0x03,0x00,0x00,0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00, -0xf4,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00, +0xf3,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00, 0x06,0x00,0x00,0x00,0x2c,0x03,0x00,0x00,0x83,0x00,0x00,0x00, 0xb3,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0xd6,0x00,0x00,0x00, 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00, @@ -35707,7 +35715,7 @@ unsigned char matmul_q4_k_f32_data[] = { 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00, 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0x2e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00, -0x4b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x03,0x02,0x00,0x00, +0x4b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x02,0x02,0x00,0x00, 0x5a,0x02,0x00,0x00,0x31,0x02,0x00,0x00,0xb0,0x00,0x05,0x00, 0xc1,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x4b,0x03,0x00,0x00, 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x30,0x02,0x00,0x00, @@ -36035,10 +36043,10 @@ unsigned char matmul_q4_k_f32_data[] = { 0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0x4f,0x02,0x00,0x00, 0x50,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00, 0x53,0x02,0x00,0x00,0x51,0x02,0x00,0x00,0x46,0x03,0x00,0x00, -0x41,0x00,0x05,0x00,0x8c,0x01,0x00,0x00,0x54,0x02,0x00,0x00, -0xc7,0x01,0x00,0x00,0x53,0x02,0x00,0x00,0x3d,0x00,0x04,0x00, +0x41,0x00,0x05,0x00,0x8a,0x01,0x00,0x00,0x54,0x02,0x00,0x00, +0xc6,0x01,0x00,0x00,0x53,0x02,0x00,0x00,0x3d,0x00,0x04,0x00, 0x17,0x01,0x00,0x00,0x55,0x02,0x00,0x00,0x54,0x02,0x00,0x00, -0x41,0x00,0x05,0x00,0x68,0x01,0x00,0x00,0x56,0x02,0x00,0x00, +0x41,0x00,0x05,0x00,0x27,0x02,0x00,0x00,0x56,0x02,0x00,0x00, 0x40,0x02,0x00,0x00,0x44,0x02,0x00,0x00,0x3e,0x00,0x03,0x00, 0x56,0x02,0x00,0x00,0x55,0x02,0x00,0x00,0x80,0x00,0x05,0x00, 0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,0x59,0x03,0x00,0x00, @@ -36094,12 +36102,12 @@ unsigned char matmul_q4_k_f32_data[] = { 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00, 0x83,0x02,0x00,0x00,0x54,0x03,0x00,0x00,0x80,0x00,0x05,0x00, 0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,0x82,0x02,0x00,0x00, -0x54,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x68,0x01,0x00,0x00, -0x8a,0x02,0x00,0x00,0x13,0x02,0x00,0x00,0x89,0x02,0x00,0x00, +0x54,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x27,0x02,0x00,0x00, +0x8a,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0x89,0x02,0x00,0x00, 0x3d,0x00,0x04,0x00,0x17,0x01,0x00,0x00,0x8b,0x02,0x00,0x00, 0x8a,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00, 0x8c,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x41,0x00,0x05,0x00, -0x68,0x01,0x00,0x00,0x91,0x02,0x00,0x00,0x40,0x02,0x00,0x00, +0x27,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0x40,0x02,0x00,0x00, 0x7e,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x17,0x01,0x00,0x00, 0x92,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0x73,0x00,0x04,0x00, 0xc3,0x00,0x00,0x00,0x93,0x02,0x00,0x00,0x92,0x02,0x00,0x00, @@ -36126,12 +36134,12 @@ unsigned char matmul_q4_k_f32_data[] = { 0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x4c,0x03,0x00,0x00, 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x5c,0x02,0x00,0x00, 0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00, -0xfc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfc,0x01,0x00,0x00, +0xfb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfb,0x01,0x00,0x00, 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00, 0x46,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00, -0xf9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfb,0x01,0x00,0x00, +0xf8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfa,0x01,0x00,0x00, 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00, -0xf1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00, +0xf0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00, 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00, 0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0x2c,0x03,0x00,0x00, 0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00, @@ -36247,7 +36255,7 @@ unsigned char matmul_q4_k_f32_data[] = { 0xcc,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,0xc9,0x00,0x00,0x00, 0x1d,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00, 0x1f,0x03,0x00,0x00,0x1e,0x03,0x00,0x00,0x41,0x00,0x06,0x00, -0xdd,0x01,0x00,0x00,0x20,0x03,0x00,0x00,0x05,0x03,0x00,0x00, +0xdc,0x01,0x00,0x00,0x20,0x03,0x00,0x00,0x05,0x03,0x00,0x00, 0x34,0x00,0x00,0x00,0x12,0x03,0x00,0x00,0x3e,0x00,0x03,0x00, 0x20,0x03,0x00,0x00,0x1f,0x03,0x00,0x00,0xf9,0x00,0x02,0x00, 0x01,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x01,0x03,0x00,0x00, @@ -36285,8 +36293,8 @@ unsigned char matmul_q4_k_f32_aligned_data[] = { 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00, 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, 0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00, -0x22,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0xca,0x01,0x00,0x00, -0xd2,0x01,0x00,0x00,0xde,0x02,0x00,0x00,0x27,0x03,0x00,0x00, +0x22,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0xc9,0x01,0x00,0x00, +0xd1,0x01,0x00,0x00,0xde,0x02,0x00,0x00,0x27,0x03,0x00,0x00, 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00, 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00, 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, @@ -36345,19 +36353,19 @@ unsigned char matmul_q4_k_f32_aligned_data[] = { 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x22,0x01,0x00,0x00, 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00, 0x22,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00, -0x47,0x00,0x04,0x00,0xa2,0x01,0x00,0x00,0x01,0x00,0x00,0x00, -0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa3,0x01,0x00,0x00, +0x47,0x00,0x04,0x00,0xa1,0x01,0x00,0x00,0x01,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa2,0x01,0x00,0x00, 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+0x47,0x00,0x03,0x00,0xcf,0x01,0x00,0x00,0x02,0x00,0x00,0x00, +0x47,0x00,0x04,0x00,0xd1,0x01,0x00,0x00,0x22,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xd1,0x01,0x00,0x00, 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00, 0xde,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00, 0x47,0x00,0x04,0x00,0x24,0x03,0x00,0x00,0x06,0x00,0x00,0x00, @@ -36499,69 +36507,69 @@ unsigned char matmul_q4_k_f32_aligned_data[] = { 0x36,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x15,0x00,0x04,0x00, 0x38,0x01,0x00,0x00,0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00, 0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x4e,0x01,0x00,0x00, -0x0f,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x69,0x01,0x00,0x00, -0x07,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x34,0x00,0x06,0x00, -0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x80,0x00,0x00,0x00, -0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00, -0x06,0x00,0x00,0x00,0x79,0x01,0x00,0x00,0x84,0x00,0x00,0x00, -0x37,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x1c,0x00,0x04,0x00, 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-36727,7 +36735,7 @@ unsigned char matmul_q4_k_f32_aligned_data[] = { 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00, 0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00, 0x5e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00, -0xa8,0x01,0x00,0x00,0xe0,0x00,0x00,0x00,0xb0,0x00,0x05,0x00, +0xa7,0x01,0x00,0x00,0xe0,0x00,0x00,0x00,0xb0,0x00,0x05,0x00, 0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x5e,0x03,0x00,0x00, 0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00, 0xe0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00, @@ -36843,226 +36851,226 @@ unsigned char matmul_q4_k_f32_aligned_data[] = { 0x68,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0xf5,0x00,0x07,0x00, 0x1a,0x01,0x00,0x00,0x81,0x03,0x00,0x00,0x3a,0x01,0x00,0x00, 0x2b,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x46,0x01,0x00,0x00, -0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x6c,0x01,0x00,0x00, -0x27,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x73,0x00,0x04,0x00, 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0x50,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00, -0x6d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x25,0x02,0x00,0x00, +0x6d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x24,0x02,0x00,0x00, 0x7c,0x02,0x00,0x00,0x53,0x02,0x00,0x00,0xb0,0x00,0x05,0x00, 0xc2,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x6d,0x03,0x00,0x00, 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x52,0x02,0x00,0x00, @@ -37094,10 +37102,10 @@ unsigned char matmul_q4_k_f32_aligned_data[] = { 0x06,0x00,0x00,0x00,0x73,0x02,0x00,0x00,0x71,0x02,0x00,0x00, 0x72,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00, 0x75,0x02,0x00,0x00,0x73,0x02,0x00,0x00,0x68,0x03,0x00,0x00, -0x41,0x00,0x05,0x00,0x8d,0x01,0x00,0x00,0x76,0x02,0x00,0x00, -0xca,0x01,0x00,0x00,0x75,0x02,0x00,0x00,0x3d,0x00,0x04,0x00, +0x41,0x00,0x05,0x00,0x8b,0x01,0x00,0x00,0x76,0x02,0x00,0x00, +0xc9,0x01,0x00,0x00,0x75,0x02,0x00,0x00,0x3d,0x00,0x04,0x00, 0x18,0x01,0x00,0x00,0x77,0x02,0x00,0x00,0x76,0x02,0x00,0x00, -0x41,0x00,0x05,0x00,0x69,0x01,0x00,0x00,0x78,0x02,0x00,0x00, +0x41,0x00,0x05,0x00,0x49,0x02,0x00,0x00,0x78,0x02,0x00,0x00, 0x62,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0x3e,0x00,0x03,0x00, 0x78,0x02,0x00,0x00,0x77,0x02,0x00,0x00,0x80,0x00,0x05,0x00, 0x06,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,0x7b,0x03,0x00,0x00, @@ -37153,12 +37161,12 @@ unsigned char matmul_q4_k_f32_aligned_data[] = { 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00, 0xa5,0x02,0x00,0x00,0x76,0x03,0x00,0x00,0x80,0x00,0x05,0x00, 0x06,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xa4,0x02,0x00,0x00, -0x76,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x69,0x01,0x00,0x00, -0xac,0x02,0x00,0x00,0x35,0x02,0x00,0x00,0xab,0x02,0x00,0x00, +0x76,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x49,0x02,0x00,0x00, +0xac,0x02,0x00,0x00,0x34,0x02,0x00,0x00,0xab,0x02,0x00,0x00, 0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0xad,0x02,0x00,0x00, 0xac,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00, 0xae,0x02,0x00,0x00,0xad,0x02,0x00,0x00,0x41,0x00,0x05,0x00, -0x69,0x01,0x00,0x00,0xb3,0x02,0x00,0x00,0x62,0x02,0x00,0x00, +0x49,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0x62,0x02,0x00,0x00, 0xa0,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00, 0xb4,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0x73,0x00,0x04,0x00, 0xc4,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0xb4,0x02,0x00,0x00, @@ -37185,12 +37193,12 @@ unsigned char matmul_q4_k_f32_aligned_data[] = { 0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x6e,0x03,0x00,0x00, 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00, 0xf8,0x00,0x02,0x00,0x80,0x02,0x00,0x00,0xf9,0x00,0x02,0x00, -0x1e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1e,0x02,0x00,0x00, +0x1d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1d,0x02,0x00,0x00, 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00, 0x68,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00, -0x1b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1d,0x02,0x00,0x00, +0x1a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1c,0x02,0x00,0x00, 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00, -0x13,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00, +0x12,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00, 0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00, 0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,0x4e,0x03,0x00,0x00, 0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00, @@ -37306,7 +37314,7 @@ unsigned char matmul_q4_k_f32_aligned_data[] = { 0xcd,0x00,0x00,0x00,0x40,0x03,0x00,0x00,0xca,0x00,0x00,0x00, 0x3f,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00, 0x41,0x03,0x00,0x00,0x40,0x03,0x00,0x00,0x41,0x00,0x06,0x00, -0xd4,0x01,0x00,0x00,0x42,0x03,0x00,0x00,0x27,0x03,0x00,0x00, +0xd3,0x01,0x00,0x00,0x42,0x03,0x00,0x00,0x27,0x03,0x00,0x00, 0x34,0x00,0x00,0x00,0x34,0x03,0x00,0x00,0x3e,0x00,0x03,0x00, 0x42,0x03,0x00,0x00,0x41,0x03,0x00,0x00,0xf9,0x00,0x02,0x00, 0x23,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x23,0x03,0x00,0x00, @@ -46767,7 +46775,7 @@ const uint64_t matmul_q5_1_f32_fp32_len = 10836; unsigned char matmul_q5_k_f32_data[] = { 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00, -0xb1,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, +0xb3,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00, 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00, 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00, @@ -46777,8 +46785,8 @@ unsigned char matmul_q5_k_f32_data[] = { 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00, 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, 0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00, -0x2e,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0xea,0x01,0x00,0x00, -0xf5,0x01,0x00,0x00,0xdf,0x02,0x00,0x00,0x28,0x03,0x00,0x00, +0x2e,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0xeb,0x01,0x00,0x00, +0xf6,0x01,0x00,0x00,0xe1,0x02,0x00,0x00,0x2a,0x03,0x00,0x00, 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00, 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00, 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, @@ -46840,26 +46848,26 @@ unsigned char matmul_q5_k_f32_data[] = { 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2e,0x01,0x00,0x00, 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00, 0x2e,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00, -0x47,0x00,0x04,0x00,0xc4,0x01,0x00,0x00,0x01,0x00,0x00,0x00, -0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc5,0x01,0x00,0x00, +0x47,0x00,0x04,0x00,0xc5,0x01,0x00,0x00,0x01,0x00,0x00,0x00, +0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc6,0x01,0x00,0x00, 0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x47,0x00,0x04,0x00, -0xf2,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00, -0x48,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,0x00,0x00,0x00,0x00, -0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xf3,0x01,0x00,0x00, +0xf3,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00, +0x48,0x00,0x04,0x00,0xf4,0x01,0x00,0x00,0x00,0x00,0x00,0x00, +0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xf4,0x01,0x00,0x00, 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 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12596; unsigned char matmul_q5_k_f32_aligned_data[] = { 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00, -0xcb,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, +0xcd,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00, 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00, 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00, @@ -47829,8 +47839,8 @@ unsigned char matmul_q5_k_f32_aligned_data[] = { 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00, 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, 0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00, -0x2f,0x01,0x00,0x00,0x87,0x01,0x00,0x00,0xed,0x01,0x00,0x00, -0xf5,0x01,0x00,0x00,0x01,0x03,0x00,0x00,0x4a,0x03,0x00,0x00, +0x2f,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0xee,0x01,0x00,0x00, +0xf6,0x01,0x00,0x00,0x03,0x03,0x00,0x00,0x4c,0x03,0x00,0x00, 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00, 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+0x6b,0x03,0x00,0x00,0x77,0x03,0x00,0x00,0xd0,0x00,0x00,0x00, +0xf9,0x00,0x02,0x00,0x29,0x03,0x00,0x00,0xf8,0x00,0x02,0x00, +0x2b,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x14,0x03,0x00,0x00, +0xf8,0x00,0x02,0x00,0x14,0x03,0x00,0x00,0x80,0x00,0x05,0x00, +0x06,0x00,0x00,0x00,0x6d,0x03,0x00,0x00,0x75,0x03,0x00,0x00, +0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x11,0x03,0x00,0x00, +0xf8,0x00,0x02,0x00,0x13,0x03,0x00,0x00,0xf9,0x00,0x02,0x00, +0x0c,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0c,0x03,0x00,0x00, +0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6f,0x03,0x00,0x00, +0x74,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00, +0x09,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0b,0x03,0x00,0x00, +0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00, }; -const uint64_t matmul_q5_k_f32_aligned_len = 13140; +const uint64_t matmul_q5_k_f32_aligned_len = 13172; unsigned char matmul_q5_k_f32_aligned_fp32_data[] = { 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00, -0xa1,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, +0xa3,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00, 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00, 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00, @@ -48929,8 +48941,8 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = { 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00, 0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00, 0x4c,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,0x83,0x01,0x00,0x00, -0xe9,0x01,0x00,0x00,0xf0,0x01,0x00,0x00,0xd7,0x02,0x00,0x00, -0x20,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00, +0xeb,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0xd9,0x02,0x00,0x00, +0x22,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00, 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00, 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00, 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00, @@ -48991,26 +49003,26 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = { 0x2d,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00, 0x2f,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 0x47,0x00,0x04,0x00,0x2f,0x01,0x00,0x00,0x21,0x00,0x00,0x00, -0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc1,0x01,0x00,0x00, +0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc3,0x01,0x00,0x00, 0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00, -0xc2,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00, -0x47,0x00,0x04,0x00,0xed,0x01,0x00,0x00,0x06,0x00,0x00,0x00, -0x10,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xee,0x01,0x00,0x00, +0xc4,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00, +0x47,0x00,0x04,0x00,0xef,0x01,0x00,0x00,0x06,0x00,0x00,0x00, +0x10,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xf0,0x01,0x00,0x00, 0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00, -0xee,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00, 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+0x48,0x00,0x05,0x00,0x20,0x03,0x00,0x00,0x00,0x00,0x00,0x00, 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00, -0x1e,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00, -0x20,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00, -0x47,0x00,0x04,0x00,0x20,0x03,0x00,0x00,0x21,0x00,0x00,0x00, +0x20,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00, +0x22,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x47,0x00,0x04,0x00,0x22,0x03,0x00,0x00,0x21,0x00,0x00,0x00, 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00, 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00, 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00, @@ -49151,82 +49163,82 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = { 0x80,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x82,0x01,0x00,0x00, 0x04,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x3b,0x00,0x04,0x00, 0x82,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0x04,0x00,0x00,0x00, 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0x3c,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x2f,0x01,0x00,0x00, @@ -49508,455 +49520,458 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = { 0x8c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00, 0x8e,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,0xc7,0x00,0x05,0x00, 0x13,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00, -0x58,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00, -0x92,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x34,0x00,0x00,0x00, -0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x13,0x01,0x00,0x00, -0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x93,0x01,0x00,0x00, -0x92,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x19,0x01,0x00,0x00, -0x95,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x21,0x01,0x00,0x00, -0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00, -0x95,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00, -0x97,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0xab,0x00,0x05,0x00, -0xc2,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x97,0x01,0x00,0x00, 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+0xf8,0x00,0x02,0x00,0xe1,0x02,0x00,0x00,0xfd,0x00,0x01,0x00, +0x38,0x00,0x01,0x00, }; -const uint64_t matmul_q5_k_f32_aligned_fp32_len = 12392; +const uint64_t matmul_q5_k_f32_aligned_fp32_len = 12424; unsigned char matmul_q5_k_f32_fp32_data[] = { 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00, -0xaa,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, +0xac,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00, 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00, 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00, @@ -49966,8 +49981,8 @@ unsigned char matmul_q5_k_f32_fp32_data[] = { 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00, 0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00, 0x4c,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x83,0x01,0x00,0x00, -0xe7,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0xd8,0x02,0x00,0x00, -0x21,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00, +0xe9,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,0xda,0x02,0x00,0x00, +0x23,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00, 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00, 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00, 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00, @@ -50028,26 +50043,26 @@ unsigned char matmul_q5_k_f32_fp32_data[] = { 0x2c,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00, 0x2e,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00, 0x47,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,0x21,0x00,0x00,0x00, -0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc1,0x01,0x00,0x00, +0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc3,0x01,0x00,0x00, 0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00, -0xc2,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00, -0x47,0x00,0x04,0x00,0xef,0x01,0x00,0x00,0x06,0x00,0x00,0x00, -0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xf0,0x01,0x00,0x00, +0xc4,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00, 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0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00, -0x1f,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00, -0x48,0x00,0x05,0x00,0x1f,0x03,0x00,0x00,0x00,0x00,0x00,0x00, +0x21,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00, +0x48,0x00,0x05,0x00,0x21,0x03,0x00,0x00,0x00,0x00,0x00,0x00, 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00, -0x1f,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00, -0x21,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00, -0x47,0x00,0x04,0x00,0x21,0x03,0x00,0x00,0x21,0x00,0x00,0x00, +0x21,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00, +0x23,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00, +0x47,0x00,0x04,0x00,0x23,0x03,0x00,0x00,0x21,0x00,0x00,0x00, 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00, 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00, 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00, @@ -50188,82 +50203,82 @@ unsigned char matmul_q5_k_f32_fp32_data[] = { 0x80,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x82,0x01,0x00,0x00, 0x04,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x3b,0x00,0x04,0x00, 0x82,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0x04,0x00,0x00,0x00, -0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x99,0x01,0x00,0x00, -0x10,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa0,0x01,0x00,0x00, +0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x9a,0x01,0x00,0x00, +0x10,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa1,0x01,0x00,0x00, 0x04,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x32,0x00,0x04,0x00, -0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,0x01,0x00,0x00,0x00, -0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0xc2,0x01,0x00,0x00, -0xc1,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00, -0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00, -0x51,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,0x00,0x00,0x00,0x00, -0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc4,0x01,0x00,0x00, -0x84,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x0c,0x00,0x00,0x00, +0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x01,0x00,0x00,0x00, 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-0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x58,0x03,0x00,0x00, +0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x5a,0x03,0x00,0x00, 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00, 0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00, 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00, 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00, -0xec,0x00,0x00,0x00,0x5c,0x03,0x00,0x00,0xeb,0x00,0x00,0x00, +0xec,0x00,0x00,0x00,0x5e,0x03,0x00,0x00,0xeb,0x00,0x00,0x00, 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00, 0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00, 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00, @@ -50519,19 +50534,19 @@ unsigned char matmul_q5_k_f32_fp32_data[] = { 0xc5,0x00,0x05,0x00,0x18,0x01,0x00,0x00,0x72,0x01,0x00,0x00, 0x6b,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0xf9,0x00,0x02,0x00, 0x38,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x38,0x01,0x00,0x00, -0xf5,0x00,0x07,0x00,0x18,0x01,0x00,0x00,0x7f,0x03,0x00,0x00, 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+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x46,0x03,0x00,0x00, +0x4b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00, +0xe0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe2,0x02,0x00,0x00, +0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00, }; -const uint64_t matmul_q5_k_f32_fp32_len = 12444; +const uint64_t matmul_q5_k_f32_fp32_len = 12476; unsigned char matmul_q6_k_f32_data[] = { 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00, -0x41,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, +0x44,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00, 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00, 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00, 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00, @@ -51008,8 +51025,8 @@ unsigned char matmul_q6_k_f32_data[] = { 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00, 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, 0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00, -0x34,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0xad,0x01,0x00,0x00, -0xb8,0x01,0x00,0x00,0xa2,0x02,0x00,0x00,0xeb,0x02,0x00,0x00, +0x33,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0xaf,0x01,0x00,0x00, +0xba,0x01,0x00,0x00,0xa5,0x02,0x00,0x00,0xee,0x02,0x00,0x00, 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00, 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00, 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, @@ -51052,45 +51069,45 @@ unsigned char matmul_q6_k_f32_data[] = { 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00, 0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00, 0x47,0x00,0x04,0x00,0xbb,0x00,0x00,0x00,0x01,0x00,0x00,0x00, -0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2c,0x01,0x00,0x00, +0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2a,0x01,0x00,0x00, 0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00, -0x2d,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00, -0x47,0x00,0x04,0x00,0x2f,0x01,0x00,0x00,0x06,0x00,0x00,0x00, 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0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00, -0x34,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0xaf,0x01,0x00,0x00, -0xb7,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,0x0c,0x03,0x00,0x00, +0x33,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0xb1,0x01,0x00,0x00, +0xb9,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,0x0f,0x03,0x00,0x00, 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00, 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00, 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00, @@ -52033,48 +52054,48 @@ unsigned char matmul_q6_k_f32_aligned_data[] = { 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00, 0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00, 0x47,0x00,0x04,0x00,0xbc,0x00,0x00,0x00,0x01,0x00,0x00,0x00, -0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2c,0x01,0x00,0x00, +0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2a,0x01,0x00,0x00, 0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00, -0x2d,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00, 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0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00, 0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00, 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00, -0x45,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00, +0x48,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00, 0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00, 0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00, 0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00, @@ -52485,525 +52506,529 @@ unsigned char matmul_q6_k_f32_aligned_data[] = { 0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x0c,0x01,0x00,0x00, 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00, 0x27,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x26,0x01,0x00,0x00, -0x41,0x00,0x07,0x00,0x36,0x01,0x00,0x00,0x37,0x01,0x00,0x00, -0x34,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00, -0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x28,0x01,0x00,0x00, -0x38,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x41,0x00,0x08,0x00, 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uint64_t matmul_q6_k_f32_aligned_len = 12324; unsigned char matmul_q6_k_f32_aligned_fp32_data[] = { 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00, diff --git a/ggml-vulkan.cpp b/ggml-vulkan.cpp index 087b46f2d..55640eca3 100644 --- a/ggml-vulkan.cpp +++ b/ggml-vulkan.cpp @@ -2143,7 +2143,6 @@ static void ggml_vk_buffer_write_2d(ggml_backend_vk_context * ctx, vk_buffer& ds ggml_vk_submit(subctx, ctx->fence); VK_CHECK(ctx->device->device.waitForFences({ ctx->fence }, true, UINT64_MAX), "vk_buffer_write_2d waitForFences"); ctx->device->device.resetFences({ ctx->fence }); - ggml_vk_queue_cleanup(ctx, ctx->device->transfer_queue); } } @@ -2240,7 +2239,6 @@ static void ggml_vk_buffer_read(ggml_backend_vk_context * ctx, vk_buffer& src, s for (auto& cpy : subctx->out_memcpys) { memcpy(cpy.dst, cpy.src, cpy.n); } - ggml_vk_queue_cleanup(ctx, ctx->device->transfer_queue); } } @@ -5935,6 +5933,10 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_ return; } +#ifdef GGML_VULKAN_DEBUG + std::cerr << "ggml_vk_check_results_0(" << tensor->name << ")" << std::endl; +#endif + ggml_tensor * src0 = tensor->src[0]; ggml_tensor * src1 = tensor->src[1]; ggml_tensor * src2 = tensor->src[2]; @@ -6244,6 +6246,10 @@ static void ggml_vk_check_results_1(ggml_backend_vk_context * ctx, ggml_compute_ return; } +#ifdef GGML_VULKAN_DEBUG + std::cerr << "ggml_vk_check_results_1(" << tensor->name << ")" << std::endl; +#endif + ggml_tensor * src0 = tensor->src[0]; ggml_tensor * src1 = tensor->src[1]; diff --git a/ggml_vk_generate_shaders.py b/ggml_vk_generate_shaders.py index 51d1f0453..e566122ca 100644 --- a/ggml_vk_generate_shaders.py +++ b/ggml_vk_generate_shaders.py @@ -451,10 +451,10 @@ mulmat_load_q3_K = """ is < 8 ? (data_a[ib].scales[is-0] & 0xF) | (((data_a[ib].scales[is+4] >> 2) & 3) << 4) : is < 12 ? (data_a[ib].scales[is-8] >> 4) | (((data_a[ib].scales[is+0] >> 4) & 3) << 4) : (data_a[ib].scales[is-8] >> 4) | (((data_a[ib].scales[is-4] >> 6) & 3) << 4)); - const FLOAT_TYPE dl = FLOAT_TYPE(data_a[ib].d) * FLOAT_TYPE(us - 32); + const float dl = float(data_a[ib].d) * float(us - 32); - buf_a[buf_idx ] = dl * FLOAT_TYPE(int8_t((data_a[ib].qs[qsi ] >> qsshift) & 3) - (((data_a[ib].hmask[hmi ] & m) != 0) ? 0 : 4)); - buf_a[buf_idx + 1] = dl * FLOAT_TYPE(int8_t((data_a[ib].qs[qsi + 1] >> qsshift) & 3) - (((data_a[ib].hmask[hmi + 1] & m) != 0) ? 0 : 4));""" + buf_a[buf_idx ] = FLOAT_TYPE(dl * float(int8_t((data_a[ib].qs[qsi ] >> qsshift) & 3) - (((data_a[ib].hmask[hmi ] & m) != 0) ? 0 : 4))); + buf_a[buf_idx + 1] = FLOAT_TYPE(dl * float(int8_t((data_a[ib].qs[qsi + 1] >> qsshift) & 3) - (((data_a[ib].hmask[hmi + 1] & m) != 0) ? 0 : 4)));""" mulmat_load_q4_K = """ const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a; @@ -479,11 +479,11 @@ mulmat_load_q4_K = """ sc = uint8_t((data_a[ib].scales[is + 4] & 0xF) | ((data_a[ib].scales[is - 4] >> 6) << 4)); mbyte = uint8_t((data_a[ib].scales[is + 4] >> 4) | ((data_a[ib].scales[is ] >> 6) << 4)); } - const FLOAT_TYPE d = FLOAT_TYPE(loadd.x) * sc; - const FLOAT_TYPE m = FLOAT_TYPE(loadd.y) * mbyte; + const float d = loadd.x * sc; + const float m = loadd.y * mbyte; - buf_a[buf_idx ] = d * FLOAT_TYPE((data_a[ib].qs[qsi ] >> (b * 4)) & 0xF) - m; - buf_a[buf_idx + 1] = d * FLOAT_TYPE((data_a[ib].qs[qsi + 1] >> (b * 4)) & 0xF) - m;""" + buf_a[buf_idx ] = FLOAT_TYPE(d * float((data_a[ib].qs[qsi ] >> (b * 4)) & 0xF) - m); + buf_a[buf_idx + 1] = FLOAT_TYPE(d * float((data_a[ib].qs[qsi + 1] >> (b * 4)) & 0xF) - m);""" mulmat_load_q5_K = """ const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a; @@ -511,11 +511,11 @@ mulmat_load_q5_K = """ sc = uint8_t((data_a[ib].scales[is + 4] & 0xF) | ((data_a[ib].scales[is - 4] >> 6) << 4)); mbyte = uint8_t((data_a[ib].scales[is + 4] >> 4) | ((data_a[ib].scales[is ] >> 6) << 4)); } - const FLOAT_TYPE d = FLOAT_TYPE(loadd.x) * sc; - const FLOAT_TYPE m = FLOAT_TYPE(loadd.y) * mbyte; + const float d = loadd.x * sc; + const float m = loadd.y * mbyte; - buf_a[buf_idx ] = d * FLOAT_TYPE(((data_a[ib].qs[qsi ] >> (b * 4)) & 0xF) + ((data_a[ib].qh[qhi ] & hm) != 0 ? 16 : 0)) - m; - buf_a[buf_idx + 1] = d * FLOAT_TYPE(((data_a[ib].qs[qsi + 1] >> (b * 4)) & 0xF) + ((data_a[ib].qh[qhi + 1] & hm) != 0 ? 16 : 0)) - m;""" + buf_a[buf_idx ] = FLOAT_TYPE(d * (float((data_a[ib].qs[qsi ] >> (b * 4)) & 0xF) + float((data_a[ib].qh[qhi ] & hm) != 0 ? 16 : 0)) - m); + buf_a[buf_idx + 1] = FLOAT_TYPE(d * (float((data_a[ib].qs[qsi + 1] >> (b * 4)) & 0xF) + float((data_a[ib].qh[qhi + 1] & hm) != 0 ? 16 : 0)) - m);""" mulmat_load_q6_K = """ const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a; @@ -532,10 +532,10 @@ mulmat_load_q6_K = """ const uint qsi = n * 64 + (iqs % 32) * 2; // 0,2,4..126 const uint qhi = n * 32 + (iqs % 16) * 2; // 0,2,4..62 - const FLOAT_TYPE dscale = FLOAT_TYPE(data_a[ib].d) * FLOAT_TYPE(data_a[ib].scales[is]); + const float dscale = float(data_a[ib].d) * float(data_a[ib].scales[is]); - buf_a[buf_idx ] = dscale * FLOAT_TYPE(int8_t(((data_a[ib].ql[qsi ] >> (b * 4)) & 0xF) | (((data_a[ib].qh[qhi ] >> qhshift) & 3) << 4)) - 32); - buf_a[buf_idx + 1] = dscale * FLOAT_TYPE(int8_t(((data_a[ib].ql[qsi + 1] >> (b * 4)) & 0xF) | (((data_a[ib].qh[qhi + 1] >> qhshift) & 3) << 4)) - 32);""" + buf_a[buf_idx ] = FLOAT_TYPE(dscale * float(int8_t(((data_a[ib].ql[qsi ] >> (b * 4)) & 0xF) | (((data_a[ib].qh[qhi ] >> qhshift) & 3) << 4)) - 32)); + buf_a[buf_idx + 1] = FLOAT_TYPE(dscale * float(int8_t(((data_a[ib].ql[qsi + 1] >> (b * 4)) & 0xF) | (((data_a[ib].qh[qhi + 1] >> qhshift) & 3) << 4)) - 32));""" mulmat_body2 = """ }