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>

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

2024-10-29 09:52:56 +01:00

..

cmake

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include

[CANN] Adapt to dynamically loadable backends mechanism (#9970)

2024-10-22 16:16:01 +08:00

src

ggml: Add POOL2D OP for GPU acceleration to the Vulkan backend in the MobileVLM model. (#9763)

2024-10-29 09:52:56 +01:00

.gitignore

vulkan : cmake integration (#8119)

2024-07-13 18:12:39 +02:00

CMakeLists.txt

add amx kernel for gemm (#8998)

2024-10-18 13:34:36 +08:00