Ruben Ortlam 02c1813517 Vulkan: Add Integer Dot Product mul_mat_vec shader for legacy quants (#14903) ...

* vulkan: Add Integer Dot Product mul_mat_vec shader for legacy quants

* vulkan: use subgroup operations for quantize_q8_1 shader

* vulkan: add q8_1_x4 type with 128-bit alignment, use in mul_mat_vecq shader

* vulkan: use q8_1_x4 blocks in mul_mmq shader

* vulkan: do 8 calculations per invocation instead of 32 in mul_mat_vecq, similar to mul_mat_vec

* vulkan: tune mul_mat_vecq performance for Intel

* vulkan: fix quantizing issue when tensor is not divisible by 128

* vulkan: adapt integer dot mmv to mmv small m optimization (#15355)

* vulkan: allow all subgroup modes for mmv and mmvq

* vulkan: use prealloc intermediate reuse for mmvq path

* vulkan: tune mmvq for Intel, AMD GCN and Nvidia RTX 3090

* vulkan: adapt mmv quantize_y path to conditional sync logic

* vulkan: disable q8_0 mmvq on Nvidia

* vulkan: enable q8_0 on Nvidia pre-turing

* fix prealloc sync condition

* fix llvmpipe subgroup 8 issue

2025-09-01 16:19:07 +02:00

..

acc.comp

vulkan: Use push constant offset to handle misaligned descriptors (#10987)

2024-12-29 09:35:11 +01:00

add_id.comp

llama : add gpt-oss (#15091)

2025-08-05 22:10:36 +03:00

add.comp

vulkan: optimize rms_norm, and allow the work to spread across multiple SMs (#15281)

2025-08-23 13:16:17 -05:00

argmax.comp

vulkan : fix out-of-bounds access in argmax kernel (#15342)

2025-08-15 16:16:36 +02:00

argsort.comp

vulkan: Optimize argsort (#15354)

2025-08-17 10:41:45 +02:00

clamp.comp

vulkan: Use push constant offset to handle misaligned descriptors (#10987)

2024-12-29 09:35:11 +01:00

CMakeLists.txt

vulkan: Fix GGML_VULKAN_SHADER_DEBUG_INFO (#14427)

2025-06-27 22:35:30 -05:00

concat.comp

vulkan: Use push constant offset to handle misaligned descriptors (#10987)

2024-12-29 09:35:11 +01:00

contig_copy.comp

vulkan: Add bfloat16 support (#12554)

2025-05-01 20:49:39 +02:00

conv2d_dw.comp

sync : ggml (#13268)

2025-05-02 20:54:30 +03:00

conv2d_mm.comp

vulkan: Use coopmat2 for conv2d (#14982)

2025-08-03 14:23:57 +02:00

conv_transpose_1d.comp

ggml-vulkan: adds support for op CONV_TRANSPOSE_1D (#13813)

2025-06-04 22:02:00 +02:00

copy_from_quant.comp

llama : add gpt-oss (#15091)

2025-08-05 22:10:36 +03:00

copy_to_quant.comp

vulkan: add RTE variants for glu/add/sub/mul/div (#14653)

2025-07-15 21:32:11 +02:00

copy.comp

vulkan: Add bfloat16 support (#12554)

2025-05-01 20:49:39 +02:00

cos.comp

vulkan: Use push constant offset to handle misaligned descriptors (#10987)

2024-12-29 09:35:11 +01:00

count_equal.comp

vulkan: implement several ops relevant for ggml_opt (#11769)

2025-02-17 07:55:57 +01:00

dequant_f32.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

dequant_funcs_cm2.comp

llama : add gpt-oss (#15091)

2025-08-05 22:10:36 +03:00

dequant_funcs.comp

llama : add gpt-oss (#15091)

2025-08-05 22:10:36 +03:00

dequant_head.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

dequant_iq1_m.comp

vulkan: fix warnings (#13626)

2025-05-20 21:35:16 +00:00

dequant_iq1_s.comp

vulkan: initial support for IQ1_S and IQ1_M quantizations (#11528)

2025-02-15 09:01:40 +01:00

dequant_iq2_s.comp

vulkan: implement initial support for IQ2 and IQ3 quantizations (#11360)

2025-01-29 18:29:39 +01:00

dequant_iq2_xs.comp

vulkan: implement initial support for IQ2 and IQ3 quantizations (#11360)

2025-01-29 18:29:39 +01:00

dequant_iq2_xxs.comp

vulkan: implement initial support for IQ2 and IQ3 quantizations (#11360)

2025-01-29 18:29:39 +01:00

dequant_iq3_s.comp

vulkan: implement initial support for IQ2 and IQ3 quantizations (#11360)

2025-01-29 18:29:39 +01:00

dequant_iq3_xxs.comp

vulkan: implement initial support for IQ2 and IQ3 quantizations (#11360)

2025-01-29 18:29:39 +01:00

dequant_iq4_nl.comp

vulkan: implement initial support for IQ2 and IQ3 quantizations (#11360)

2025-01-29 18:29:39 +01:00

dequant_iq4_xs.comp

vulkan: initial support for IQ4_XS quantization (#11501)

2025-02-06 07:09:59 +01:00

dequant_mxfp4.comp

llama : add gpt-oss (#15091)

2025-08-05 22:10:36 +03:00

dequant_q2_k.comp

vulkan: fix noncontig check for mat_mul_id splitting (#14683)

2025-07-15 21:51:09 +02:00

dequant_q3_k.comp

vulkan: fix noncontig check for mat_mul_id splitting (#14683)

2025-07-15 21:51:09 +02:00

dequant_q4_0.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

dequant_q4_1.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

dequant_q4_k.comp

vulkan: fix noncontig check for mat_mul_id splitting (#14683)

2025-07-15 21:51:09 +02:00

dequant_q5_0.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

dequant_q5_1.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

dequant_q5_k.comp

vulkan: fix noncontig check for mat_mul_id splitting (#14683)

2025-07-15 21:51:09 +02:00

dequant_q6_k.comp

vulkan: fix noncontig check for mat_mul_id splitting (#14683)

2025-07-15 21:51:09 +02:00

dequant_q8_0.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

diag_mask_inf.comp

vulkan: fix diag_mask_inf (#11323)

2025-01-23 08:01:17 +01:00

div.comp

vulkan: Use push constant offset to handle misaligned descriptors (#10987)

2024-12-29 09:35:11 +01:00

exp.comp

vulkan: add exp operation (#15456)

2025-08-21 17:00:16 +02:00

flash_attn_base.comp

vulkan: Support FA with any multiple of 8 head sizes (#15537)

2025-08-24 11:24:25 +02:00

flash_attn_cm1.comp

vulkan: clamp matmul and FA results to the max finite value (#15652)

2025-08-31 08:27:57 +02:00

flash_attn_cm2.comp

vulkan: clamp matmul and FA results to the max finite value (#15652)

2025-08-31 08:27:57 +02:00

flash_attn_split_k_reduce.comp

vulkan: clamp matmul and FA results to the max finite value (#15652)

2025-08-31 08:27:57 +02:00

flash_attn.comp

vulkan: clamp matmul and FA results to the max finite value (#15652)

2025-08-31 08:27:57 +02:00

geglu_erf.comp

ggml : implement GEGLU_ERF and GEGLU_QUICK ops (#14445)

2025-07-03 23:07:22 +02:00

geglu_quick.comp

ggml : implement GEGLU_ERF and GEGLU_QUICK ops (#14445)

2025-07-03 23:07:22 +02:00

geglu.comp

ggml : implement REGLU/GEGLU/SWIGLU ops (#14158)

2025-06-29 11:04:10 +02:00

gelu_erf.comp

add GELU_ERF (#14455)

2025-07-01 10:14:21 +02:00

gelu_quick.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

gelu.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

generic_binary_head.comp

vulkan: fuse adds (#15252)

2025-08-16 11:48:22 -05:00

generic_head.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

generic_unary_head.comp

vulkan: support copy from f32 to q4_0/q4_1/q5_0/q5_1/q8_0/iq4_nl (#11166)

2025-01-16 22:47:10 +01:00

get_rows_quant.comp

vulkan: handle large sizes for get_rows (#15686)

2025-08-31 10:13:27 +02:00

get_rows.comp

vulkan: handle large sizes for get_rows (#15686)

2025-08-31 10:13:27 +02:00

glu_head.comp

llama : add gpt-oss (#15091)

2025-08-05 22:10:36 +03:00

glu_main.comp

ggml : implement REGLU/GEGLU/SWIGLU ops (#14158)

2025-06-29 11:04:10 +02:00

group_norm.comp

vulkan: fix group_norm (#10496)

2024-11-26 16:45:05 +01:00

im2col.comp

vulkan/cuda: Fix im2col when KW!=KH (#14789)

2025-07-21 13:35:40 +02:00

l2_norm.comp

llama: Add support for RWKV v7 architecture (#12412)

2025-03-18 07:27:50 +08:00

leaky_relu.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

mul_mat_split_k_reduce.comp

vulkan: optimize and reenable split_k (#10637)

2024-12-03 20:29:54 +01:00

mul_mat_vec_base.comp

Vulkan: Add Integer Dot Product mul_mat_vec shader for legacy quants (#14903)

2025-09-01 16:19:07 +02:00

mul_mat_vec_iq1_m.comp

vulkan: initial support for IQ1_S and IQ1_M quantizations (#11528)

2025-02-15 09:01:40 +01:00

mul_mat_vec_iq1_s.comp

vulkan: initial support for IQ1_S and IQ1_M quantizations (#11528)

2025-02-15 09:01:40 +01:00

mul_mat_vec_iq2_s.comp

vulkan: workaround for AMD Windows driver 16 bit unpack8 bug (#12472)

2025-03-21 20:27:47 +01:00

mul_mat_vec_iq2_xs.comp

vulkan: add specific MMV kernels for IQ2 and IQ3 quants + optimizations (#11595)

2025-02-28 09:42:52 +01:00

mul_mat_vec_iq2_xxs.comp

vulkan: add specific MMV kernels for IQ2 and IQ3 quants + optimizations (#11595)

2025-02-28 09:42:52 +01:00

mul_mat_vec_iq3_s.comp

vulkan: workaround for AMD Windows driver 16 bit unpack8 bug (#12472)

2025-03-21 20:27:47 +01:00

mul_mat_vec_iq3_xxs.comp

vulkan: add specific MMV kernels for IQ2 and IQ3 quants + optimizations (#11595)

2025-02-28 09:42:52 +01:00

mul_mat_vec_nc.comp

vulkan: Support ne[3]>1 in noncontig matrix-vector multiply (#15015)

2025-08-02 10:48:30 +02:00

mul_mat_vec_p021.comp

vulkan: Optimize mul_mat_vec p021 and nc shaders (#12505)

2025-03-22 09:40:11 +01:00

mul_mat_vec_q2_k.comp

mat vec double buffer (#12188)

2025-03-10 19:28:11 +00:00

mul_mat_vec_q3_k.comp

mat vec double buffer (#12188)

2025-03-10 19:28:11 +00:00

mul_mat_vec_q4_k.comp

vulkan: scale caching for k quants + misc fixes (#11081)

2025-01-15 19:50:13 +00:00

mul_mat_vec_q5_k.comp

vulkan: scale caching for k quants + misc fixes (#11081)

2025-01-15 19:50:13 +00:00

mul_mat_vec_q6_k.comp

mat vec double buffer (#12188)

2025-03-10 19:28:11 +00:00

mul_mat_vec.comp

vulkan: Add bfloat16 support (#12554)

2025-05-01 20:49:39 +02:00

mul_mat_vecq.comp

Vulkan: Add Integer Dot Product mul_mat_vec shader for legacy quants (#14903)

2025-09-01 16:19:07 +02:00

mul_mm_cm2.comp

vulkan: mul_mat_id coopmat2 optimizations (#15546)

2025-08-31 09:06:43 +02:00

mul_mm.comp

vulkan: clamp matmul and FA results to the max finite value (#15652)

2025-08-31 08:27:57 +02:00

mul_mmq_funcs.comp

Vulkan: Add Integer Dot Product mul_mat_vec shader for legacy quants (#14903)

2025-09-01 16:19:07 +02:00

mul_mmq.comp

Vulkan: Add Integer Dot Product mul_mat_vec shader for legacy quants (#14903)

2025-09-01 16:19:07 +02:00

mul.comp

vulkan: Use push constant offset to handle misaligned descriptors (#10987)

2024-12-29 09:35:11 +01:00

multi_add.comp

vulkan: workaround MoltenVK compile failure in multi_add (#15506)

2025-08-24 10:48:21 +02:00

norm.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

opt_step_adamw.comp

vulkan: implement several ops relevant for ggml_opt (#11769)

2025-02-17 07:55:57 +01:00

opt_step_sgd.comp

finetune: SGD optimizer, more CLI args (#13873)

2025-08-14 12:03:57 +02:00

pad.comp

vulkan: Use push constant offset to handle misaligned descriptors (#10987)

2024-12-29 09:35:11 +01:00

pool2d.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

quantize_q8_1.comp

Vulkan: Add Integer Dot Product mul_mat_vec shader for legacy quants (#14903)

2025-09-01 16:19:07 +02:00

reglu.comp

ggml : implement REGLU/GEGLU/SWIGLU ops (#14158)

2025-06-29 11:04:10 +02:00

relu.comp

vulkan: Additional type support for unary, binary, and copy (#13266)

2025-05-04 07:17:16 +02:00

repeat_back.comp

vulkan: implement several ops relevant for ggml_opt (#11769)

2025-02-17 07:55:57 +01:00

repeat.comp

vulkan: Use push constant offset to handle misaligned descriptors (#10987)

2024-12-29 09:35:11 +01:00

rms_norm_back.comp

vulkan: implement more backpropagation operators (#11914)

2025-02-25 12:04:45 +01:00

rms_norm_partials.comp

vulkan: optimize rms_norm, and allow the work to spread across multiple SMs (#15281)

2025-08-23 13:16:17 -05:00

rms_norm.comp

vulkan: optimize rms_norm, and allow the work to spread across multiple SMs (#15281)

2025-08-23 13:16:17 -05:00

roll.comp

vulkan : implement ggml_roll (ggml/1290)

2025-07-12 14:25:44 +03:00

rope_head.comp

vulkan: add RTE variants for glu/add/sub/mul/div (#14653)

2025-07-15 21:32:11 +02:00

rope_multi.comp

vulkan : fix rope with partial rotation and non-cont src (#14582)

2025-07-08 15:21:21 +02:00

rope_neox.comp

vulkan : fix rope with partial rotation and non-cont src (#14582)

2025-07-08 15:21:21 +02:00

rope_norm.comp

vulkan : fix rope with partial rotation and non-cont src (#14582)

2025-07-08 15:21:21 +02:00

rope_vision.comp

vulkan: support multi/vision rope, and noncontiguous rope (#11902)

2025-02-16 08:52:23 +01:00

rte.comp

vulkan: add RTE variants for glu/add/sub/mul/div (#14653)

2025-07-15 21:32:11 +02:00

scale.comp

ggml : add ggml_scale_bias (#14417)

2025-07-09 18:16:12 +02:00

sigmoid.comp

vulkan: Additional type support for unary, binary, and copy (#13266)

2025-05-04 07:17:16 +02:00

silu_back.comp

vulkan: implement more backpropagation operators (#11914)

2025-02-25 12:04:45 +01:00

silu.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

sin.comp

vulkan: Use push constant offset to handle misaligned descriptors (#10987)

2024-12-29 09:35:11 +01:00

soft_max_back.comp

vulkan: implement more backpropagation operators (#11914)

2025-02-25 12:04:45 +01:00

soft_max.comp

llama : add gpt-oss (#15091)

2025-08-05 22:10:36 +03:00

sqrt.comp

vulkan: support sqrt (#15370)

2025-08-17 16:03:09 +02:00

square.comp

vulkan: Use push constant offset to handle misaligned descriptors (#10987)

2024-12-29 09:35:11 +01:00

sub.comp

vulkan: implement several ops relevant for ggml_opt (#11769)

2025-02-17 07:55:57 +01:00

sum_rows.comp

vulkan : support ggml_mean (#15393)

2025-08-23 08:35:21 +02:00

swiglu_oai.comp

llama : add gpt-oss (#15091)

2025-08-05 22:10:36 +03:00

swiglu.comp

ggml : implement REGLU/GEGLU/SWIGLU ops (#14158)

2025-06-29 11:04:10 +02:00

tanh.comp

vulkan: Additional type support for unary, binary, and copy (#13266)

2025-05-04 07:17:16 +02:00

test_bfloat16_support.comp

vulkan: Add bfloat16 support (#12554)

2025-05-01 20:49:39 +02:00

test_coopmat2_support.comp

vulkan: compile a test shader in cmake to check for coopmat2 support (#10713)

2024-12-08 09:05:55 +01:00

test_coopmat_support.comp

Disable GL_KHR_cooperative_matrix Vulkan extension if not available. (#11117)

2025-01-08 09:18:13 +01:00

test_integer_dot_support.comp

Vulkan: Add DP4A MMQ and Q8_1 quantization shader (#12135)

2025-03-31 14:37:01 +02:00

timestep_embedding.comp

ggml : build backends as libraries (#10256)

2024-11-14 18:04:35 +01:00

types.comp

Vulkan: Add Integer Dot Product mul_mat_vec shader for legacy quants (#14903)

2025-09-01 16:19:07 +02:00

upscale.comp

vulkan : remove unused vars (#0)

2025-07-12 14:25:44 +03:00

utils.comp

vulkan: fuse adds (#15252)

2025-08-16 11:48:22 -05:00

vulkan-shaders-gen.cpp

Vulkan: Add Integer Dot Product mul_mat_vec shader for legacy quants (#14903)

2025-09-01 16:19:07 +02:00

wkv6.comp

rwkv6: add wkv6 support for Vulkan backend (#10829)

2024-12-16 22:00:46 +01:00

wkv7.comp

llama: Add support for RWKV v7 architecture (#12412)

2025-03-18 07:27:50 +08:00