Beta 0.5.0

📗 Getting started

Install via pip

pip install tt_forge_fe==0.5.0 --extra-index-url https://pypi.eng.aws.tenstorrent.com/
pip install tt_tvm==0.5.0 --extra-index-url https://pypi.eng.aws.tenstorrent.com/

Docker container

docker pull ghcr.io/tenstorrent/tt-forge-fe-slim:0.5.0

More detailed instructions can be found in the Getting Started docker section

Tests:

• Workflow:
  • Run link: https://github.com/tenstorrent/tt-forge-fe/actions/runs/18573354066
  • Status: ❌
• Docker:
  • Basic: https://github.com/tenstorrent/tt-forge/actions/runs/18856988512
  • Demo: https://github.com/tenstorrent/tt-forge/actions/runs/18856992399

🎯 Other Changes

• Add nearest-interpolation decomposition for floating scalar factors, downsampling, and mixed sampling (resize1d & resize2d) (#2885) by @chandrasekaranpradeep
• Add Xfail Marker (#2942) by @pdeviTT
• Fix the albert & distilbert postprocessing and invalid config issue (#2858) by @ashokkumarkannan1
• Fix model analysis failures (#2937) by @chandrasekaranpradeep
• Fix group and priority property recording (#2941) by @chandrasekaranpradeep
• [Deps] Upgrades Jax to 0.7 and python to 3.11 (#2918) by @saiarthiraguram
• Update Pytest Marker And Time Duration (#2950) by @pdeviTT
• add deepwiki badge for forge-fe (#2945) by @einnesTT
• Add librosa, soundfile, kornia pkg to support Whisper & RMBG model (#2731) by @ashokkumarkannan1
• Fix llama input issue and PCC issue (#2857) by @ashokkumarkannan1
• changes to indicate forge-fe is single-chip only (#2873) by @einnesTT
• Fix for Crash Cases (#2958) by @pdeviTT
• Enhance models analysis to support training (#2955) by @chandrasekaranpradeep
• Update group & priority tags in unet model (#2961) by @kamalrajkannan78
• Uplift fix (#2962) by @mstojkovicTT
• Update Time Duration (#2963) by @pdeviTT
• Expose TTDevice and TTSystem to Python API. (#2966) by @vcanicTT
• Fix nightly failures (#2967) by @chandrasekaranpradeep
• Fix nightly bt updating test duration and models (#2968) by @chandrasekaranpradeep
• Lowercase ExecutionPass and ExecutionRunMode to Align with Other Frontends (#2973) by @mmilosevicTT
• Update Xfail Marker (#2970) by @pdeviTT
• updates for release, add Python 3.11 (#2971) by @einnesTT
• Update Time Duration (#2975) by @pdeviTT
• Update Time Duration (#2979) by @pdeviTT
• Bug: Update perf test permissions (#2980) by @jmcgrathTT
• Update Time Duration (#2981) by @pdeviTT
• Update Time Duration (#2983) by @pdeviTT
• Update Time Duration (#2986) by @pdeviTT
• Update docker base image (#2989) by @mstojkovicTT
• Update Test Duration (#2990) by @pdeviTT
• Fix full online model analysis (#2978) by @chandrasekaranpradeep
• Update Time Duration (#2992) by @pdeviTT
• Add model analysis workflow for collecting workflow data (#2993) by @chandrasekaranpradeep
• Modified Time Duration (#2994) by @pdeviTT

Nightly 0.5.0.dev20251027

📗 Getting started

Install via pip

pip install tt_forge_fe==0.5.0.dev20251027 --extra-index-url https://pypi.eng.aws.tenstorrent.com/
pip install tt_tvm==0.5.0.dev20251027 --extra-index-url https://pypi.eng.aws.tenstorrent.com/

Docker container

docker pull ghcr.io/tenstorrent/tt-forge-fe-slim:0.5.0.dev20251027

More detailed instructions can be found in the Getting Started docker section

Tests:

• Workflow:
  • Run link: https://github.com/tenstorrent/tt-forge-fe/actions/runs/18824869353
  • Status: ❌
• Docker:
  • Basic: https://github.com/tenstorrent/tt-forge/actions/runs/18829699276
  • Demo: https://github.com/tenstorrent/tt-forge/actions/runs/18829703389

🎯 Other Changes

• Uplift third_party/tt-mlir to origin/main (9a75141d932abc4a068efdb800a3e2c9b52b3926) 2025-10-26 (#3002) by @vmilosevic

Nightly 0.5.0.dev20251026

📗 Getting started

Install via pip

pip install tt_forge_fe==0.5.0.dev20251026 --extra-index-url https://pypi.eng.aws.tenstorrent.com/
pip install tt_tvm==0.5.0.dev20251026 --extra-index-url https://pypi.eng.aws.tenstorrent.com/

Docker container

docker pull ghcr.io/tenstorrent/tt-forge-fe-slim:0.5.0.dev20251026

More detailed instructions can be found in the Getting Started docker section

Tests:

• Workflow:
  • Run link: https://github.com/tenstorrent/tt-forge-fe/actions/runs/18779133718
  • Status: ✅
• Docker:
  • Basic: https://github.com/tenstorrent/tt-forge/actions/runs/18812839355
  • Demo: https://github.com/tenstorrent/tt-forge/actions/runs/18812842078
• no changes

Nightly 0.5.0.dev20251025

📗 Getting started

Install via pip

pip install tt_forge_fe==0.5.0.dev20251025 --extra-index-url https://pypi.eng.aws.tenstorrent.com/
pip install tt_tvm==0.5.0.dev20251025 --extra-index-url https://pypi.eng.aws.tenstorrent.com/

Docker container

docker pull ghcr.io/tenstorrent/tt-forge-fe-slim:0.5.0.dev20251025

More detailed instructions can be found in the Getting Started docker section

Tests:

• Workflow:
  • Run link: https://github.com/tenstorrent/tt-forge-fe/actions/runs/18779133718
  • Status: ✅
• Docker:
  • Basic: https://github.com/tenstorrent/tt-forge/actions/runs/18798054690
  • Demo: https://github.com/tenstorrent/tt-forge/actions/runs/18798056999

🎯 Other Changes

• Update Test Duration (#3003) by @pdeviTT

Rc 0.5.0rc1

📗 Getting started

Install via pip

pip install tt_forge_fe==0.5.0rc1 --extra-index-url https://pypi.eng.aws.tenstorrent.com/
pip install tt_tvm==0.5.0rc1 --extra-index-url https://pypi.eng.aws.tenstorrent.com/

Docker container

docker pull ghcr.io/tenstorrent/tt-forge-fe-slim:0.5.0rc1

More detailed instructions can be found in the Getting Started docker section

Tests:

• Workflow:
  • Run link: https://github.com/tenstorrent/tt-forge-fe/actions/runs/18573354066
  • Status: ❌
• Docker:
  • Basic: https://github.com/tenstorrent/tt-forge/actions/runs/18793713722
  • Demo: https://github.com/tenstorrent/tt-forge/actions/runs/18793717322

🎯 Other Changes

• Add nearest-interpolation decomposition for floating scalar factors, downsampling, and mixed sampling (resize1d & resize2d) (#2885) by @chandrasekaranpradeep
• Add Xfail Marker (#2942) by @pdeviTT
• Fix the albert & distilbert postprocessing and invalid config issue (#2858) by @ashokkumarkannan1
• Fix model analysis failures (#2937) by @chandrasekaranpradeep
• Fix group and priority property recording (#2941) by @chandrasekaranpradeep
• [Deps] Upgrades Jax to 0.7 and python to 3.11 (#2918) by @saiarthiraguram
• Update Pytest Marker And Time Duration (#2950) by @pdeviTT
• add deepwiki badge for forge-fe (#2945) by @einnesTT
• Add librosa, soundfile, kornia pkg to support Whisper & RMBG model (#2731) by @ashokkumarkannan1
• Fix llama input issue and PCC issue (#2857) by @ashokkumarkannan1
• changes to indicate forge-fe is single-chip only (#2873) by @einnesTT
• Fix for Crash Cases (#2958) by @pdeviTT
• Enhance models analysis to support training (#2955) by @chandrasekaranpradeep
• Update group & priority tags in unet model (#2961) by @kamalrajkannan78
• Uplift fix (#2962) by @mstojkovicTT
• Update Time Duration (#2963) by @pdeviTT
• Expose TTDevice and TTSystem to Python API. (#2966) by @vcanicTT
• Fix nightly failures (#2967) by @chandrasekaranpradeep
• Fix nightly bt updating test duration and models (#2968) by @chandrasekaranpradeep
• Lowercase ExecutionPass and ExecutionRunMode to Align with Other Frontends (#2973) by @mmilosevicTT
• Update Xfail Marker (#2970) by @pdeviTT
• updates for release, add Python 3.11 (#2971) by @einnesTT
• Update Time Duration (#2975) by @pdeviTT
• Update Time Duration (#2979) by @pdeviTT
• Bug: Update perf test permissions (#2980) by @jmcgrathTT
• Update Time Duration (#2981) by @pdeviTT
• Update Time Duration (#2983) by @pdeviTT
• Update Time Duration (#2986) by @pdeviTT
• Update docker base image (#2989) by @mstojkovicTT
• Update Test Duration (#2990) by @pdeviTT
• Fix full online model analysis (#2978) by @chandrasekaranpradeep
• Update Time Duration (#2992) by @pdeviTT
• Add model analysis workflow for collecting workflow data (#2993) by @chandrasekaranpradeep
• Modified Time Duration (#2994) by @pdeviTT

Nightly 0.5.0.dev20251024

📗 Getting started

Install via pip

pip install tt_forge_fe==0.5.0.dev20251024 --extra-index-url https://pypi.eng.aws.tenstorrent.com/
pip install tt_tvm==0.5.0.dev20251024 --extra-index-url https://pypi.eng.aws.tenstorrent.com/

Docker container

docker pull ghcr.io/tenstorrent/tt-forge-fe-slim:0.5.0.dev20251024

More detailed instructions can be found in the Getting Started docker section

Tests:

• Workflow:
  • Run link: https://github.com/tenstorrent/tt-forge-fe/actions/runs/18752908489
  • Status: ✅
• Docker:
  • Basic: https://github.com/tenstorrent/tt-forge/actions/runs/18769383001
  • Demo: https://github.com/tenstorrent/tt-forge/actions/runs/18769385450

🎯 Other Changes

• Update Xfail Marker (#2999) by @pdeviTT
• further clarify what the different frontends do (#2988) by @einnesTT
• Modify Time Duration (#3000) by @pdeviTT

Nightly 0.5.0.dev20251023

📗 Getting started

Install via pip

pip install tt_forge_fe==0.5.0.dev20251023 --extra-index-url https://pypi.eng.aws.tenstorrent.com/
pip install tt_tvm==0.5.0.dev20251023 --extra-index-url https://pypi.eng.aws.tenstorrent.com/

Docker container

docker pull ghcr.io/tenstorrent/tt-forge-fe-slim:0.5.0.dev20251023

More detailed instructions can be found in the Getting Started docker section

Tests:

• Workflow:
  • Run link: https://github.com/tenstorrent/tt-forge-fe/actions/runs/18692140729
  • Status: ✅
• Docker:
  • Basic: https://github.com/tenstorrent/tt-forge/actions/runs/18737381687
  • Demo: https://github.com/tenstorrent/tt-forge/actions/runs/18737385051
• no changes

Nightly 0.5.0.dev20251022

📗 Getting started

Install via pip

pip install tt_forge_fe==0.5.0.dev20251022 --extra-index-url https://pypi.eng.aws.tenstorrent.com/
pip install tt_tvm==0.5.0.dev20251022 --extra-index-url https://pypi.eng.aws.tenstorrent.com/

Docker container

docker pull ghcr.io/tenstorrent/tt-forge-fe-slim:0.5.0.dev20251022

More detailed instructions can be found in the Getting Started docker section

Tests:

• Workflow:
  • Run link: https://github.com/tenstorrent/tt-forge-fe/actions/runs/18692140729
  • Status: ✅
• Docker:
  • Basic: https://github.com/tenstorrent/tt-forge/actions/runs/18705166502
  • Demo: https://github.com/tenstorrent/tt-forge/actions/runs/18705169975

🎯 Other Changes

• fix docs pages link (#2977) by @einnesTT

Nightly 0.5.0.dev20251021

📗 Getting started

Install via pip

pip install tt_forge_fe==0.5.0.dev20251021 --extra-index-url https://pypi.eng.aws.tenstorrent.com/
pip install tt_tvm==0.5.0.dev20251021 --extra-index-url https://pypi.eng.aws.tenstorrent.com/

Docker container

docker pull ghcr.io/tenstorrent/tt-forge-fe-slim:0.5.0.dev20251021

More detailed instructions can be found in the Getting Started docker section

Tests:

• Workflow:
  • Run link: https://github.com/tenstorrent/tt-forge-fe/actions/runs/18600527956
  • Status: ✅
• Docker:
  • Basic: https://github.com/tenstorrent/tt-forge/actions/runs/18672683797
  • Demo: https://github.com/tenstorrent/tt-forge/actions/runs/18672687314
• no changes

Nightly 0.5.0.dev20251020

📗 Getting started

Install via pip

pip install tt_forge_fe==0.5.0.dev20251020 --extra-index-url https://pypi.eng.aws.tenstorrent.com/
pip install tt_tvm==0.5.0.dev20251020 --extra-index-url https://pypi.eng.aws.tenstorrent.com/

Docker container

docker pull ghcr.io/tenstorrent/tt-forge-fe-slim:0.5.0.dev20251020

More detailed instructions can be found in the Getting Started docker section

Tests:

• Workflow:
  • Run link: https://github.com/tenstorrent/tt-forge-fe/actions/runs/18600527956
  • Status: ✅
• Docker:
  • Basic: https://github.com/tenstorrent/tt-forge/actions/runs/18641917124
  • Demo: https://github.com/tenstorrent/tt-forge/actions/runs/18641920574
• no changes