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Dynamic Batch Support for TRT #6955

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merged 34 commits into from
Dec 1, 2020

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codeislife99
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This PR adds support for dynamic batch size for dense, conv , conv_transpose and ops surrounding them

@codeislife99 codeislife99 marked this pull request as draft November 23, 2020 18:22
@codeislife99 codeislife99 marked this pull request as ready for review November 24, 2020 20:37
@codeislife99 codeislife99 marked this pull request as draft November 24, 2020 20:39
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cc : @anijain2305 @trevor-m

@codeislife99 codeislife99 marked this pull request as ready for review November 24, 2020 22:44
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@anijain2305 anijain2305 left a comment

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Overall LGTM. Please add comments. And I am not sure about the changes for CI.

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Thanks!

@anijain2305 anijain2305 merged commit 7950ea1 into apache:main Dec 1, 2020
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Thanks @codeislife99 @trevor-m This is merged!

trevor-m pushed a commit to trevor-m/tvm that referenced this pull request Dec 2, 2020
* add_annotate_fn

* Reshape_ann_fn

* Prune Subgraph

* Dynamic Shape

* Make PT Mask RCNN Work

* Cleanup

* Remove comments

* Remove COmments

* GetBatchSizeFix

* Fix Remove Droupout

* Fix Remove Droupout

* TRT Runtime

* Add MaskrCNN R50

* New Testing code

* Fix black

* Test Maskrcnn r50 done

* Test MR50

* Space typo

* Change Log to Dlog

* Move test to tensorrt.py

* Remove imports

* Remove function

* Add it to trt

* import error

* Imports

* Add torch to CI

* trt_test

* Check test

* Revert Pytorch install

* Fix

* test dynamic batch

* TRT

* Resolve PR comments

* Zero batch size add

Co-authored-by: Ubuntu <[email protected]>
trevor-m pushed a commit to trevor-m/tvm that referenced this pull request Dec 4, 2020
* add_annotate_fn

* Reshape_ann_fn

* Prune Subgraph

* Dynamic Shape

* Make PT Mask RCNN Work

* Cleanup

* Remove comments

* Remove COmments

* GetBatchSizeFix

* Fix Remove Droupout

* Fix Remove Droupout

* TRT Runtime

* Add MaskrCNN R50

* New Testing code

* Fix black

* Test Maskrcnn r50 done

* Test MR50

* Space typo

* Change Log to Dlog

* Move test to tensorrt.py

* Remove imports

* Remove function

* Add it to trt

* import error

* Imports

* Add torch to CI

* trt_test

* Check test

* Revert Pytorch install

* Fix

* test dynamic batch

* TRT

* Resolve PR comments

* Zero batch size add

Co-authored-by: Ubuntu <[email protected]>
trevor-m pushed a commit to neo-ai/tvm that referenced this pull request Dec 4, 2020
* add_annotate_fn

* Reshape_ann_fn

* Prune Subgraph

* Dynamic Shape

* Make PT Mask RCNN Work

* Cleanup

* Remove comments

* Remove COmments

* GetBatchSizeFix

* Fix Remove Droupout

* Fix Remove Droupout

* TRT Runtime

* Add MaskrCNN R50

* New Testing code

* Fix black

* Test Maskrcnn r50 done

* Test MR50

* Space typo

* Change Log to Dlog

* Move test to tensorrt.py

* Remove imports

* Remove function

* Add it to trt

* import error

* Imports

* Add torch to CI

* trt_test

* Check test

* Revert Pytorch install

* Fix

* test dynamic batch

* TRT

* Resolve PR comments

* Zero batch size add

Co-authored-by: Ubuntu <[email protected]>
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3 participants