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