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From: Raja Rathour via ffmpeg-devel <ffmpeg-devel@ffmpeg.org>
To: ffmpeg-devel@ffmpeg.org
Cc: guoyejun@gmail.com, Raja Rathour <imraja729@gmail.com>
Subject: [FFmpeg-devel] [PATCH v2 0/3] avfilter/dnn: add async support for LibTorch backend
Date: Thu,  1 Jan 2026 13:37:19 +0530
Message-ID: <20260101080722.133215-1-imraja729@gmail.com> (raw)
In-Reply-To: <PH7PR11MB5957BBC4382ECC9BED3C0A11F1BDA@PH7PR11MB5957.namprd11.prod.outlook.com>

This series implements asynchronous model execution for the LibTorch backend.
It introduces a dedicated worker thread and a task queue to prevent the main
filter thread from blocking during inference, aligning the Torch backend
functionality with the OpenVINO backend.

v2 changes:
- Split the implementation into 3 patches for better reviewability.
- Added proper thread joining and NULL pointer safety in dnn_free_model_th.
- Cleaned up comments to follow FFmpeg Doxygen standards.

Raja Rathour (3):
  avfilter/dnn_backend_torch: add async infrastructure
  avfilter/dnn_backend_torch: implement async execution logic
  avfilter/dnn_backend_torch: handle lifecycle of worker thread

 libavfilter/dnn/dnn_backend_torch.cpp | 128 +++++++++++++++++++++-----
 1 file changed, 105 insertions(+), 23 deletions(-)

-- 
2.48.1

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  reply	other threads:[~2026-01-01  8:09 UTC|newest]

Thread overview: 6+ messages / expand[flat|nested]  mbox.gz  Atom feed  top
2025-12-25 10:33 [FFmpeg-devel] [PATCH 1/3] avfilter/dnn_backend_torch: implement async execution Raja Rathour via ffmpeg-devel
2025-12-31  6:41 ` [FFmpeg-devel] " Guo, Yejun via ffmpeg-devel
2026-01-01  8:07   ` Raja Rathour via ffmpeg-devel [this message]
2026-01-01  8:07     ` [FFmpeg-devel] [PATCH v2 1/3] avfilter/dnn_backend_torch: add async infrastructure Raja Rathour via ffmpeg-devel
2026-01-01  8:07     ` [FFmpeg-devel] [PATCH v2 2/3] avfilter/dnn_backend_torch: implement async execution logic Raja Rathour via ffmpeg-devel
2026-01-01  8:07     ` [FFmpeg-devel] [PATCH v2 3/3] avfilter/dnn_backend_torch: handle lifecycle of worker thread Raja Rathour via ffmpeg-devel

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