fix: Allow full model compilation with collection inputs (input_signature)
#1656
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Pending PR #1599 . |
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@gs-olive Can you add collection example usage to our README https://github.com/pytorch/TensorRT#python ? And mention a line or two about how we can send collection inputs for an example model. You can add it there and also here https://pytorch.org/TensorRT/getting_started/getting_started_with_python_api.html (source) |
- Allow users to specify full model compilation when using `input_signature`, which allows for complex collection-based inputs - Enable "psuedo-partitioning" phase for input collections as well as output collections - Update `OutputIsCollection` to include dictionary outputs, and add function `InputIsCollection` to detect collection-based inputs during graph compilation - Remove automatic fallback for collection pack/unpack operations when using `input_signature` argument - Add collections tests to ensure full compilation is respected for input and output collections
- Add documentation to `README` for usage of input signature - Add documentation to "Getting Started" page for usage of input signature
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Description
input_signature, which allows for complex collection-based inputsOutputIsCollectionto include dictionary outputs, and add functionInputIsCollectionto detect collection-based inputs during graph compilationinput_signatureargumentFixes #1602
Fixes #1293
Addresses #1595
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