v15.3: MIGraphX on Windows

MIGX

• Add experimental MIGraphX support on Windows. MIGraphX is AMD's graph optimization engine to accelerate machine learning model inference.

  Supported GPUs:

  • gfx1030: Radeon RX 6950 XT, Radeon RX 6900 XT, Radeon RX 6800 XT, Radeon RX 6800, ...
  • gfx1100: Radeon RX 7900 XTX, Radeon RX 7900 XT, ...
  • gfx1101: Radeon RX 7700 XT, ...
  • gfx1102: Radeon RX 7600

  Relevant archives include:

  • vsmlrt-windows-x64-migraphx.<version>.7z: the all-in-one archive, contains vsmlrt.py Python wrapper, some built-in ONNX models, vsmigx/vsov/vsort/vsncnn plugins and runtime.

    Supports MIGX/ORT_CPU/ORT_DML/OV_CPU/OV_GPU/OV_NPU/NCNN_VK backends.

  • VSMIGX-Windows-x64.<version>.7z: contains the vsmigx.dll plugin only.

  • vsmlrt-hip.<version>.7z: contains the HIP and MIGraphX runtime only.

  The MIGraphX runtime in this release uses HIP 6.1.2 and MIGraphX 2.11 (9cf49f9).

  Note that the Windows support has not been officially announced by AMD.

Known limitation

• The MIGX backend in the vsmlrt.py wrapper does not support device selection and will always use the default device (device_id=0).

General

vsmlrt.py

• Added support for RIFE v4.22 (lite) models.

Full Changelog: v15.2...v15.3