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llama.cpp/ggml/src/vulkan-shaders
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Changyeon Kim 8f275a7c45
ggml: Add POOL2D OP for GPU acceleration to the Vulkan backend in the MobileVLM model. (#9763) 
* ggml: Add POOL2D OP for GPU ACC to the Vulkan.

- The MobileVLM model now supports inference acceleration through GPU by utilizing the Vulkan backend.
- A GGML_OP_POOL_2D shader has been added. (Pooling)
- The encoding performance of the CLIP model improved from 2.8s on the CPU to 0.7s on the GPU.

Signed-off-by: Changyeon Kim <cyzero.kim@samsung.com>

* [fix] Correct the incorrect order of the parameters.

fix casting to int.

Signed-off-by: Changyeon Kim <cyzero.kim@samsung.com>

---------

Signed-off-by: Changyeon Kim <cyzero.kim@samsung.com>
2024-10-29 09:52:56 +01:00
..
acc.comp llava: Add ACC OP for GPU acceleration to the Vulkan backend in the LLAVA CLIP model. (#8984) 2024-08-20 21:00:00 +02:00
add.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
argsort.comp vulkan : argsort barriers must be under uniform control flow (ggml/951) 2024-09-29 21:15:37 +03:00
clamp.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
CMakeLists.txt cmake : Link vulkan-shaders-gen with pthreads (#8835) 2024-08-06 15:21:47 +02:00
concat.comp Vulkan Optimizations and Fixes (#8959) 2024-08-14 18:32:53 +02:00
copy.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
cos.comp sync : ggml 2024-08-27 22:41:27 +03:00
dequant_f32.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
dequant_funcs.comp Vulkan IQ4_NL Support (#8613) 2024-07-23 10:56:49 +02:00
dequant_head.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
dequant_iq4_nl.comp Vulkan IQ4_NL Support (#8613) 2024-07-23 10:56:49 +02:00
dequant_q2_k.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
dequant_q3_k.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
dequant_q4_0.comp Vulkan IQ4_NL Support (#8613) 2024-07-23 10:56:49 +02:00
dequant_q4_1.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
dequant_q4_k.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
dequant_q5_0.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
dequant_q5_1.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
dequant_q5_k.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
dequant_q6_k.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
dequant_q8_0.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
diag_mask_inf.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
div.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
gelu_quick.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
gelu.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
generic_binary_head.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
generic_head.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
generic_unary_head.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
get_rows_quant.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
get_rows.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
group_norm.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
im2col.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
leaky_relu.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
mul_mat_split_k_reduce.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
mul_mat_vec_base.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
mul_mat_vec_nc.comp Vulkan Optimizations and Fixes (#8959) 2024-08-14 18:32:53 +02:00
mul_mat_vec_p021.comp Vulkan Optimizations and Fixes (#8959) 2024-08-14 18:32:53 +02:00
mul_mat_vec_q2_k.comp Vulkan Optimizations and Fixes (#8959) 2024-08-14 18:32:53 +02:00
mul_mat_vec_q3_k.comp Vulkan Optimizations and Fixes (#8959) 2024-08-14 18:32:53 +02:00
mul_mat_vec_q4_k.comp Vulkan Optimizations and Fixes (#8959) 2024-08-14 18:32:53 +02:00
mul_mat_vec_q5_k.comp Vulkan Optimizations and Fixes (#8959) 2024-08-14 18:32:53 +02:00
mul_mat_vec_q6_k.comp Vulkan Optimizations and Fixes (#8959) 2024-08-14 18:32:53 +02:00
mul_mat_vec.comp Vulkan Optimizations and Fixes (#8959) 2024-08-14 18:32:53 +02:00
mul_mm.comp Vulkan Optimizations and Fixes (#8959) 2024-08-14 18:32:53 +02:00
mul.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
norm.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
pad.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
pool2d.comp ggml: Add POOL2D OP for GPU acceleration to the Vulkan backend in the MobileVLM model. (#9763) 2024-10-29 09:52:56 +01:00
relu.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
repeat.comp Vulkan Optimizations and Fixes (#8959) 2024-08-14 18:32:53 +02:00
rms_norm.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
rope_head.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
rope_neox.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
rope_norm.comp llama : reorganize source code + improve CMake (#8006) 2024-06-26 18:33:02 +03:00
scale.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
silu.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
sin.comp sync : ggml 2024-08-27 22:41:27 +03:00
soft_max.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
square.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
sum_rows.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
tanh.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
timestep_embedding.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
types.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
upscale.comp vulkan : implement Stable Diffusion operators (ggml/904) 2024-08-05 08:50:57 +03:00
vulkan-shaders-gen.cpp ggml: Add POOL2D OP for GPU acceleration to the Vulkan backend in the MobileVLM model. (#9763) 2024-10-29 09:52:56 +01:00