CANN: Add support for async operator submission (#12864)

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Submit operators using asynchronous threads to improve performance.

Use the environment variable GGML_CANN_ASYNC_MODE to control whether
asynchronous submission is enabled. It is disabled by default.

Testing shows a 10%–20% performance improvement in scenarios with
small parameter sizes, especially in quantized models.

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hipudding

2025-04-17 20:34:16 +08:00

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parent 971f245b3b

commit 7a395f67a7

4 changed files with 604 additions and 356 deletions

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ggml/src/ggml-cann/aclnn_ops.cpp

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