9 Pull requests merged by 5 people

• fix: l2_limit_for_tiling (#3479) cherry pick to 2.7

  #3493 merged Apr 27, 2025

• fix: l2_limit_for_tiling

  #3479 merged Apr 27, 2025

• Cherrypick #3424 for release/2.7

  #3484 merged Apr 27, 2025

• Cherrypick #3440 for release/2.7

  #3485 merged Apr 27, 2025

• Enabled refit on Python 3.13

  #3481 merged Apr 25, 2025

• Cherrypick of PR 3472

  #3482 merged Apr 25, 2025

• slight code reorg and bug correction for cross_compile

  #3472 merged Apr 22, 2025

• fix: index_put converter to handle multi-shape slicing with None

  #3475 merged Apr 22, 2025

• fix: support masked_scatter by lowering path and corner case of maske…

  #3476 merged Apr 22, 2025

6 Pull requests opened by 3 people

• Cross compile guard

  #3486 opened Apr 22, 2025

• disabling dla args for hope igx platform

  #3487 opened Apr 22, 2025

• chore: miscellaneous fixes for handling graph breaks

  #3488 opened Apr 22, 2025

• Debugging guide for TensorRT

  #3489 opened Apr 23, 2025

• chore: Re-test BF16 fixes on main, refactor test suite

  #3490 opened Apr 24, 2025

• chore: test bf16 fixes in CI

  #3491 opened Apr 24, 2025

7 Issues closed by 3 people

• 🐛 [Bug] torch._subclasses.fake_tensor.MetadataMismatchError: Devices cpu and cuda:0 are not equal! (_scaled_dot_product_flash_attention)

  #3408 closed Apr 23, 2025

• 🐛 [Bug] Error Code 3: API Usage Error on IConvolutionLayer::setPaddingNd (Paligemma2)

  #3409 closed Apr 23, 2025

• 🐛 [Bug] Unsupported ops : torch.ops.aten.index_put.default - validator: False

  #3432 closed Apr 23, 2025

• 🐛 [Bug] Unsupported ops : torch.ops.aten.masked_scatter.default (Paligemma2)

  #3410 closed Apr 23, 2025

• ✨[Feature] Duplicate Subgraph `TRTEngine` Detection, Caching, and Reuse

  #2674 closed Apr 21, 2025

• ✨[Feature] Autogen TRT Plugins

  #2817 closed Apr 21, 2025

• ✨[Feature] Proper bfloat16 support in elementwise converter

  #3458 closed Apr 21, 2025

2 Issues opened by 2 people

• 🐛 [Bug] Difficulties Quantizing FP16 Models to INT8 Using torch_tensorrt (MLP, CNN, Attention, LSTM, Transformer)

  #3494 opened Apr 27, 2025

• ✨[Feature] Add FX tests to CI

  #3492 opened Apr 26, 2025

8 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.

• TRT-LLM loading mechanism tool

  #3398 commented on Apr 25, 2025 • 3 new comments

• 🐛 [Bug] AssertionError: end must be an integer

  #3448 commented on Apr 23, 2025 • 0 new comments

• ❓ [Question] Is SAM2 supported when compiling with the Dynamo backend on JetPack 6.1 or 6.2?

  #3478 commented on Apr 24, 2025 • 0 new comments

• ❓ [Question] Running LayerNorm in fp16

  #2730 commented on Apr 25, 2025 • 0 new comments

• ❓ [Question] How wo you export a triton kernel with model to a serialized engine that can be run in c++?

  #3469 commented on Apr 25, 2025 • 0 new comments

• Added flux demo

  #3418 commented on Apr 25, 2025 • 0 new comments

• Added CPU offloading

  #3452 commented on Apr 25, 2025 • 0 new comments

• fix: cherry pick PR of 3445

  #3457 commented on Apr 22, 2025 • 0 new comments