Discussions

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  Dynamic shapes for torch.export

  peri044 started Oct 23, 2023 in RFCs

  

  

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  aten.linear Performance Benchmarking + Exploration

  gs-olive started Sep 5, 2023 in Internals

  

  

  

  

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  ❓ [Question] Is there a way to visualize the TRT model?

  question Further information is requested

  Scass0807 asked Dec 21, 2021 in Q&A · Unanswered

  

  

  

  

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  Export serialization

  peri044 started Aug 4, 2023 in RFCs

  

  

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  Torch-TensorRT 2.0

  narendasan started Apr 14, 2023 in Internals

  

  

  

  

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  💬

  INT8/Quantization in torch-TensorRT 1.4

  chichun-charlie-liu started Jul 7, 2023 in General

  

  

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  #️⃣

  aten Converter Capabilities Scoping

  gs-olive started Jun 28, 2023 in RFCs

  

  

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  #️⃣

  Dynamo TorchBench Integration Plan

  gs-olive started Jun 26, 2023 in RFCs

  

  

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  Improvements to Dynamo/TRT Workflow

  gs-olive started Mar 17, 2023 in Internals

  

  

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  #️⃣

  Dynamic shape support in dynamo

  peri044 started Jun 12, 2023 in RFCs

  

  

  

  

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  torch.autograd.grad

  kudoryutaro asked Jun 13, 2023 in Q&A · Unanswered

  

  

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  RunTimeError for dimension specs

  harrismathew asked May 1, 2023 in Q&A · Answered

  

  

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  #️⃣

  Shape Tensor handling in conversion and design for dynamic converters

  peri044 started Apr 19, 2023 in RFCs

  

  

  

  

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  🙌

  Torch-TensorRT v1.0.0

  narendasan started Nov 9, 2021 in Show and tell

  

  

  

  

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  Accelerating Performance in Dynamo + Torch-TRT

  gs-olive started Apr 14, 2023 in Internals

  

  

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  Torchscript backward compatibility

  gcuendet asked Apr 11, 2023 in Q&A · Answered

  

  

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  #️⃣

  Torch-TensorRT 2.0

  narendasan started Mar 22, 2023 in RFCs

  

  

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  #️⃣

  Support for torch_executed_ops in FX

  RFC: Under Review This RFC is under review

  gs-olive started Feb 17, 2023 in RFCs

  

  

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  #️⃣

  torch2trt converters to bootstrap FX converter library

  WIP Work is in progress, pull request should not be merged yet RFC: Committed This RFC has been committed to be implemented

  apbose started Dec 16, 2022 in RFCs

  

  

  

  

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  #️⃣

  Torch-TensorRT Backend for torch.compile

  RFC: Under Review This RFC is under review

  narendasan started Feb 21, 2023 in RFCs

  

  

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  TensorRT 8.5.2 support?

  HugeBob asked Feb 9, 2023 in Q&A · Unanswered

  

  

  

  

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  #️⃣

  aten::size with dynamic shapes handling

  RFC: Needs Scoping

  peri044 started Jan 6, 2023 in RFCs

  

  

  

  

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  #️⃣

  Integration of FX and TS shared components

  release: v1.3 Tagged to be included in v1.3 RFC: Committed This RFC has been committed to be implemented

  narendasan started Sep 23, 2022 in RFCs

  

  

  

  

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  Support Pytorch quantization toolkit based QAT sample using FX backend of Torch-TRT

  peri044 started Feb 14, 2023 in RFCs

  

  

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  #️⃣

  PTQ Calibration in FX

  RFC: Under Review This RFC is under review

  peri044 started Feb 14, 2023 in RFCs

  

  

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