Running SAM 3 on AMD Ryzen AI Max+ 395: A Complete Guide to Fixing the rocBLAS Error
The article discusses the author's experience running Meta's SAM 3 image segmentation model on the powerful AMD Ryzen AI Max+ 395 hardware. It details the challenges faced with the rocBLAS error and the solution found by manually locating the missing Tensile library files.
Why it matters
This article provides a valuable guide for AMD users facing similar challenges with running the latest AI models on the new Ryzen AI hardware, which can be helpful as the ecosystem matures.
Key Points
- 1The author wanted to run the latest AI models on AMD's newest Ryzen AI hardware
- 2Encountered the rocBLAS error due to missing Tensile library files for the gfx1151 architecture
- 3The standard workaround of spoofing the environment variable did not work
- 4Extensive online searches yielded no solutions, as the Ryzen AI 300 series was too new
- 5The author eventually found the missing files by manually searching the local file system
Details
The article describes the author's experience running Meta's SAM 3 image segmentation model on the powerful AMD Ryzen AI Max+ 395 hardware. Despite the impressive specifications of the Ryzen AI device, which the author says 'truly shines' when running large language models, they encountered issues when trying to execute the SAM 3 model. The main problem was the rocBLAS error, which indicated that the Tensile library files required for the gfx1151 GPU architecture were missing. The author tried the standard workaround of spoofing the environment variable to trick the system, but this did not work. Extensive online searches also yielded no solutions, as the Ryzen AI 300 series was too new for established workarounds to be available. Ultimately, the author found the missing files by manually searching the local file system, demonstrating persistence and a willingness to go beyond standard troubleshooting approaches.
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