CUDA: Add support for FLOOR,CEIL,ROUND and TRUNC unary operators#16683
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safranowith wants to merge 16 commits intoggml-org:masterfrom
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CUDA: Add support for FLOOR,CEIL,ROUND and TRUNC unary operators#16683safranowith wants to merge 16 commits intoggml-org:masterfrom
safranowith wants to merge 16 commits intoggml-org:masterfrom
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Clean up unrelated changes from previous commit
…l-org#16613) * SYCL: Add support for FLOOR,CEIL,ROUND and TRUNC unary operators Clean up unrelated changes from previous commit * Chore: remove empty lines and fix indentation * Clean up: remove leftover blank lines and fix spacing * chore: fix trailing whitespace and ensure final newline * Cleanup: remove redundant declarations already defined in header * Sync docs/ops.md with updated backend operation support * docs: update ops.md after rebase * docs: update ops.md - Vulkan supports SSM_CONV and SSM_SCAN
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This PR adds CUDA backend support for the following unary operators in ggml:
GGML_OP_FLOOR
GGML_OP_CEIL
GGML_OP_ROUND
GGML_OP_TRUNC
Changes:
Implemented the CUDA kernel logic in ggml-cuda/unary.cu.
Registered the new operators in the backend dispatch logic.
Extended the test suite to validate CUDA results against CPU for correctness (test-backend-ops).
Verified correctness across different tensor shapes and data types (f16, f32).
Notes:
The implementation has been tested with test-backend-ops -b cuda and passes all relevant tests.