[TensorRT EP] Add new provider option to exclude nodes from running on TRT #22681
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sophies927
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…n TRT (#22681) Add new provider option `trt_op_types_to_exclude`: - User can provide op type list to be excluded from running on TRT - e.g. `trt_op_types_to_exclude="MaxPool"` There is a known performance issue with the DDS ops (NonMaxSuppression, NonZero and RoiAlign) from TRT versions 10.0 to 10.7. TRT EP excludes DDS ops from running on TRT by default, user can override default value with empty string to include all ops.
This was referenced Nov 18, 2024
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…n TRT (microsoft#22681) Add new provider option `trt_op_types_to_exclude`: - User can provide op type list to be excluded from running on TRT - e.g. `trt_op_types_to_exclude="MaxPool"` There is a known performance issue with the DDS ops (NonMaxSuppression, NonZero and RoiAlign) from TRT versions 10.0 to 10.7. TRT EP excludes DDS ops from running on TRT by default, user can override default value with empty string to include all ops.
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…n TRT (#22681) Add new provider option `trt_op_types_to_exclude`: - User can provide op type list to be excluded from running on TRT - e.g. `trt_op_types_to_exclude="MaxPool"` There is a known performance issue with the DDS ops (NonMaxSuppression, NonZero and RoiAlign) from TRT versions 10.0 to 10.7. TRT EP excludes DDS ops from running on TRT by default, user can override default value with empty string to include all ops.
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Dec 11, 2024
…n TRT (microsoft#22681) Add new provider option `trt_op_types_to_exclude`: - User can provide op type list to be excluded from running on TRT - e.g. `trt_op_types_to_exclude="MaxPool"` There is a known performance issue with the DDS ops (NonMaxSuppression, NonZero and RoiAlign) from TRT versions 10.0 to 10.7. TRT EP excludes DDS ops from running on TRT by default, user can override default value with empty string to include all ops.
ankitm3k
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Dec 11, 2024
…unning on TRT" (microsoft#22878) - Revert microsoft#22681 - But still implicitly exclude DDS ops for TRT 10. Will later provide better PR to add trt_op_types_to_exclude provider option.
ankitm3k
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Dec 11, 2024
…n TRT (microsoft#22681) Add new provider option `trt_op_types_to_exclude`: - User can provide op type list to be excluded from running on TRT - e.g. `trt_op_types_to_exclude="MaxPool"` There is a known performance issue with the DDS ops (NonMaxSuppression, NonZero and RoiAlign) from TRT versions 10.0 to 10.7. TRT EP excludes DDS ops from running on TRT by default, user can override default value with empty string to include all ops.
ankitm3k
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to intel/onnxruntime
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Dec 11, 2024
…unning on TRT" (microsoft#22878) - Revert microsoft#22681 - But still implicitly exclude DDS ops for TRT 10. Will later provide better PR to add trt_op_types_to_exclude provider option.
ankitm3k
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to intel/onnxruntime
that referenced
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Dec 11, 2024
…n TRT (microsoft#22681) Add new provider option `trt_op_types_to_exclude`: - User can provide op type list to be excluded from running on TRT - e.g. `trt_op_types_to_exclude="MaxPool"` There is a known performance issue with the DDS ops (NonMaxSuppression, NonZero and RoiAlign) from TRT versions 10.0 to 10.7. TRT EP excludes DDS ops from running on TRT by default, user can override default value with empty string to include all ops.
ankitm3k
pushed a commit
to intel/onnxruntime
that referenced
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Dec 11, 2024
…unning on TRT" (microsoft#22878) - Revert microsoft#22681 - But still implicitly exclude DDS ops for TRT 10. Will later provide better PR to add trt_op_types_to_exclude provider option.
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Add new provider option
trt_op_types_to_exclude:trt_op_types_to_exclude="MaxPool"There is a known performance issue with the DDS ops (NonMaxSuppression, NonZero and RoiAlign) from TRT versions 10.0 to 10.7. TRT EP excludes DDS ops from running on TRT by default, user can override default value with empty string to include all ops.