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[TensorRT EP] Add description for new option trt_engine_cache_prefix #19362

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Feb 3, 2024
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[TensorRT EP] Add description for new option trt_engine_cache_prefix #19362

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Add description for new option trt_engine_cache_prefix
yf711 Feb 1, 2024
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update
yf711 Feb 1, 2024
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5 changes: 5 additions & 0 deletions docs/execution-providers/TensorRT-ExecutionProvider.md
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Expand Up @@ -84,6 +84,7 @@ There are two ways to configure TensorRT settings, either by **TensorRT Executio
| trt_dla_core | ORT_TENSORRT_DLA_CORE | int |
| trt_engine_cache_enable | ORT_TENSORRT_ENGINE_CACHE_ENABLE | bool |
| trt_engine_cache_path | ORT_TENSORRT_CACHE_PATH | string |
| trt_engine_cache_prefix | ORT_TENSORRT_CACHE_PREFIX | string |
| trt_dump_subgraphs | ORT_TENSORRT_DUMP_SUBGRAPHS | bool |
| trt_force_sequential_engine_build | ORT_TENSORRT_FORCE_SEQUENTIAL_ENGINE_BUILD | bool |
| trt_context_memory_sharing_enable | ORT_TENSORRT_CONTEXT_MEMORY_SHARING_ENABLE | bool |
Expand Down Expand Up @@ -162,6 +163,10 @@ TensorRT configurations can be set by execution provider options. It's useful wh

* `trt_engine_cache_path`: Specify path for TensorRT engine and profile files if `trt_engine_cache_enable` is `True`, or path for INT8 calibration table file if `trt_int8_enable` is `True`.

* `trt_engine_cache_prefix`: Customize engine cache prefix when `trt_engine_cache_enable` is `True`.

* ORT-TRT will only reuse existing engine cache with customized prefix if the same prefix is assigned in `trt_engine_cache_prefix`. If this option is empty, new engine cache with default prefix will be generated.

* `trt_dump_subgraphs`: Dumps the subgraphs that are transformed into TRT engines in onnx format to the filesystem.
* This can help debugging subgraphs, e.g. by using `trtexec --onnx my_model.onnx` and check the outputs of the parser.

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