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metal : add CONV_TRANSPOSE_2D (#16542)

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* initial: headers and metal-device.cpp updates

* adding conv_transpose_2d

* fix type

* fix type: int32->int64

* Update ggml/src/ggml-metal/ggml-metal.metal

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* Update ggml/src/ggml-metal/ggml-metal.metal

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* Update ggml/src/ggml-metal/ggml-metal.metal

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* add checks for src[0] and src[1]; add type checks

* Update ggml-metal.metal

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* add more tests, add optimization to threading

* add dynamic memory allocation in metal

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
This commit is contained in:
Ilia Ilmer
2025-10-17 09:33:58 +03:00
committed by GitHub
co-authored by Georgi Gerganov
parent 79967ec596
commit 9ad4f1931e
8 changed files with 198 additions and 0 deletions
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ggml/src/ggml-metal/ggml-metal-ops.h
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@@ -71,6 +71,7 @@ int ggml_metal_op_norm (ggml_metal_op_t ctx, int idx);
int ggml_metal_op_rope (ggml_metal_op_t ctx, int idx);
int ggml_metal_op_im2col (ggml_metal_op_t ctx, int idx);
int ggml_metal_op_conv_transpose_1d (ggml_metal_op_t ctx, int idx);
int ggml_metal_op_conv_transpose_2d (ggml_metal_op_t ctx, int idx);
int ggml_metal_op_upscale (ggml_metal_op_t ctx, int idx);
int ggml_metal_op_pad (ggml_metal_op_t ctx, int idx);
int ggml_metal_op_pad_reflect_1d (ggml_metal_op_t ctx, int idx);