YOLO 11 in VOXL

[jedeloya]

Hi team, I make some tests in VOXL2 hardware with YOLO11 using the voxl-tflite-server code, actually I am using YOLOv8 working in the GPU, but for YOLO11 the GPU is not allowing to use the YOLO11 model with this error:

Feb 14 19:53:17 m0104 bash[6953]: oksi-tflite-nats: /local/mnt/workspace/lnxbuild/project/trees_in_use/free_tree_dir/checkout/build-qti-distro-ubuntu-fullstack-perf/tmp-glibc/work/qrb5165_rb5-oe-linux/adreno/1.0-r0/adreno200/llvm/lib/Target/Oxili/QGPUISelLowering.cpp:503: llvm::SDValue llvm::QGPUTargetLowering::LowerKernelFormalArguments(llvm::SDValue, llvm::CallingConv::ID, bool, const llvm::SmallVectorImplllvm::ISD::InputArg&, llvm::DebugLoc, llvm::SelectionDAG&, llvm::SmallVectorImplllvm::SDValue&) const: Assertion `false && "Exceeded maximum number of write image id's"' failed.
Feb 14 19:53:17 m0104 bash[6953]: ERROR: Failed to build program executable - Out of host memoryPass
Feb 14 19:53:17 m0104 bash[6953]: ERROR: Falling back to OpenGL
Feb 14 19:53:17 m0104 bash[6953]: ERROR: TfLiteGpuDelegate Init: OpenGL-based API disabled
Feb 14 19:53:17 m0104 bash[6953]: INFO: Created 0 GPU delegate kernels.
Feb 14 19:53:17 m0104 bash[6953]: ERROR: TfLiteGpuDelegate Prepare: delegate is not initialized
Feb 14 19:53:17 m0104 bash[6953]: ERROR: Node number 802 (TfLiteGpuDelegateV2) failed to prepare.
Feb 14 19:53:17 m0104 bash[6953]: ERROR: Restored original execution plan after delegate application failure.
Feb 14 19:53:17 m0104 bash[6953]: Failed to apply GPU delegate with errorcode: 2

Do you have any thoughts on how to fix this?

Best regards.

Jesús Deloya.

[nvale55]

Any solutions? I'm having the same exact problem.