8 Pull requests merged by 3 people

• remove breakpoint()

  #3750 merged Aug 6, 2025

• Fixed SDPA slow down and linear slow down

  #3700 merged Aug 4, 2025

• enable back jetpack build

  #3720 merged Aug 4, 2025

• Upgrade perf_run script to support TRT 10 and fix some issues

  #3650 merged Aug 4, 2025

• add test cases for strong typing

  #3739 merged Aug 4, 2025

• fix conv1d/deconv1d bug with stride more than 1

  #3737 merged Aug 2, 2025

• Cherrypick #3703 for release/2.8

  #3735 merged Aug 1, 2025

• Cherrypick #3719 for release/2.8

  #3734 merged Aug 1, 2025

9 Pull requests opened by 5 people

• feat: check the num of ILayer types and compare with ONNX-TRT in converter tests

  #3732 opened Jul 31, 2025

• feat: Add support for Groot N1.5 model

  #3736 opened Jul 31, 2025

• fp8 pre-quantized model support

  #3740 opened Aug 1, 2025

• Tentatively eliminate graph break overhead

  #3741 opened Aug 1, 2025

• add sliding window support for Gemma3

  #3742 opened Aug 2, 2025

• add typing_extensions as test dependencies which is required by modelopt

  #3743 opened Aug 4, 2025

• fix: Inferred dimensions at build time in reshape

  #3746 opened Aug 5, 2025

• cherry pick 3700 to 2.8 release: Broadcast removal

  #3747 opened Aug 5, 2025

• add strong typing fix

  #3749 opened Aug 5, 2025

5 Issues closed by 2 people

• 🐛 [Bug] SDPA decomposition causing TorchTRT to be 2x slower than ONNX on SD3.5

  #3682 closed Aug 4, 2025

• 🐛 [Bug] SDPA in Torch-TRT is slower than SDPA in ONNX as batch size (num_frames) grow for Wan2.1

  #3695 closed Aug 4, 2025

• [Bug] MHA Kernels and Linear Kernels are slower in FLUX

  #3707 closed Aug 4, 2025

• 🐛 [Bug] Changing input size would affect the TRT engine size, testing on BERT

  #3634 closed Aug 4, 2025

• 🐛 [Bug] perf_run.py script doesn't support TRT10 and there are some known bugs

  #3709 closed Aug 4, 2025

5 Issues opened by 4 people

• 🐛 [Bug] Llama2_flashinfer_rmsnorm example is broken

  #3748 opened Aug 5, 2025

• 🐛 [Bug] Compilation failure with NVFP4 Quantization with dynamic shapes

  #3745 opened Aug 5, 2025

• ✨[Feature] Pre-compiled C++ Binaries for Windows

  #3744 opened Aug 5, 2025

• 📖 [Story] Converters optimization

  #3733 opened Jul 31, 2025

• 🐛 [Bug] perf gap reduce on RAFT

  #3731 opened Jul 30, 2025

7 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• Removal of BAZEL build files from python package and changes to make cpp tests work

  #3641 commented on Aug 5, 2025 • 3 new comments

• Dynamic memory allocation

  #3727 commented on Jul 30, 2025 • 2 new comments

• TRT-LLM loading mechanism tool

  #3398 commented on Jul 31, 2025 • 1 new comment

• 🐛 [Bug] Large Accuracy Issue

  #3626 commented on Aug 4, 2025 • 0 new comments

• Remove Bazel files from wheel

  #3615 commented on Aug 1, 2025 • 0 new comments

• tensorrt_rtx try on

  #3679 commented on Aug 6, 2025 • 0 new comments

• Index converter dynamic cases fix

  #3694 commented on Jul 31, 2025 • 0 new comments