EngineX-Ascend/enginex-ascend-910-llama.cpp
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803dac2e48ef3ba26a504eb27c4e77ec2d21f7d0
enginex-ascend-910-llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders
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Ruben Ortlam 803dac2e48 vulkan: use vec dot for matrix matrix multiplications (#16056) 
* vulkan: Change the mul_mm shared memory and register caching system to use vec2 instead of scalars, to enable using dot2 instructions

* use fma instead of dot to fix Nvidia and Apple performance issues
2025-09-20 10:42:56 +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: fix failing dequant shaders (#15862)
2025-09-13 17:29:43 +02:00
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: fix failing dequant shaders (#15862)
2025-09-13 17:29:43 +02:00
dequant_iq3_s.comp
vulkan: fix failing dequant shaders (#15862)
2025-09-13 17:29:43 +02:00
dequant_iq3_xxs.comp
vulkan: fix failing dequant shaders (#15862)
2025-09-13 17:29:43 +02:00
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
hardsigmoid.comp
ggml vulkan: add hardsigmoid and hardswish operations (#15762)
2025-09-03 20:22:55 +02:00
hardswish.comp
ggml vulkan: add hardsigmoid and hardswish operations (#15762)
2025-09-03 20:22:55 +02:00
im2col_3d.comp
vulkan: support im2col_3d (#15795)
2025-09-07 13:50:26 -05:00
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: add missing clamps in new mul_mat_id paths (#15702)
2025-09-01 21:01:10 +02:00
mul_mm_funcs.comp
vulkan: use vec dot for matrix matrix multiplications (#16056)
2025-09-20 10:42:56 +02:00
mul_mm.comp
vulkan: use vec dot for matrix matrix multiplications (#16056)
2025-09-20 10:42:56 +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: Support pad_ext (#15794)
2025-09-07 19:00:49 +02:00
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: Fix OOB accesses in soft_max_back (#15861)
2025-09-09 14:41:15 +02:00
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 : fix padding in timestep embedding kernels (#15932)
2025-09-16 15:25:57 +02:00
types.comp
vulkan: use vec dot for matrix matrix multiplications (#16056)
2025-09-20 10:42:56 +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: use vec dot for matrix matrix multiplications (#16056)
2025-09-20 10:42:56 +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