HIPBLASLT error, and the work around for AMD/ROCM users who are getting it

[lemon07r]

Hello everyone, I was asked to share my work around for an error I've been struggling with for a few days now. Huge thanks to @pbontrager , @RdoubleA and @ebsmothers from the torchtune discord for helping me figure things out, and @YellowRoseCx from the koboldai discord for figuring out this fix.

The error is as follows:

rocblaslt warning: No paths matched /home/lamim/pytorch/pytorch/.venv/lib64/python3.11/site-packages/torch/lib/hipblaslt/library/*gfx1030*co. Make sure that HIPBLASLT_TENSILE_LIBPATH is set correctly.

And will end with:

RuntimeError: CUDA error: HIPBLAS_STATUS_NOT_SUPPORTED when calling HIPBLAS_STATUS_NOT_SUPPORTED

After a lot of back and forth, reinstalling ROCM 6.0 from the official fedora 40 repos, then 6.1 from the AMD ROCM repos, I could not get around this issue. However yellowrose was able to pinpoint the relevant issues: pytorch/pytorch#119081 (comment) and pytorch/pytorch#128753

They noted that

HipBLAS LT is only supported on like two super expensive AMD cards and it's not using rocBLAS like it should

There looks like there is a fix being worked on, in ROCM'/pytorch so we were going to try and build it from that repo, but yellowrosecx offered an alternative workaround that has worked for me. We run the two following commands below:

TORCH_BLAS_PREFER_HIPBLASLT=0
then
export TORCH_BLAS_PREFER_HIPBLASLT

This has worked for me (on Fedora 40). I'm now able to train models on datasets, and finish the process (tested on a 6900 XT doing lora training on a phi mini). I don't know if there are any other issues yet, or if it even trained properly, but I will update this post as I do more testing. I am using torchtune built from this repo on 6/19/2024, and rocm 6.1.2 installed using the official AMD documentation for RHEL 9.4.

[lhl]

I've been traveling so just seeing this but there are two issues/discussions I filed that I'll link to:

• [Issue]: Can not generate TensileLibrary.dat for gfx1100 ROCm/hipBLASLt#831
• Has anyone run this with AMD ROCm (specifically RDNA3 / gfx1100) #1090

So the hipblaslt-dev included with ROCm 6.0/6.1.2 package does not include a gfx1100 kernel. But you can compile your own version, and it 100% works w/ gfx1100. However the second issue is that the ROCm 6.1 nightly pytorch packages seems to include their own version of hipblaslt which you need to replace with your own version as well (I had to step through gdb to see what was going on with that).

EDIT: as of 2024-06-23 these are the supported architecture (from the CMakeLists.txt):

TARGETS "gfx90a:xnack+;gfx90a:xnack-;gfx940;gfx941;gfx942;gfx1100;gfx1101"

I did spot the TORCH_BLAS_PREFER_HIPBLASLT=0 workaround searching for PyTorch HIPBLAS bugs afterwards, which is probably the easier route (EDIT: and the only route for gfx1030) and I guess what I'd recommend for people to use, but I didn't check to see what the performance difference was.

[TLA020]

Even with TORCH_BLAS_PREFER_HIPBLASLT=0 i still get this error....

ComfyUI Startup Log (Linux)

ComfyUI successfully installed dependencies and started up at 2024-10-30 21:45:33.875633.

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Platform Details:

• Python version: 3.12.3
• ComfyUI Path: /Documents/Artifical/ComfyUI
• Log path: /Documents/Artifical/ComfyUI/comfyui.log
• Total VRAM: 16,368 MB
• Total RAM: 64,243 MB
• PyTorch version: 2.5.0+rocm6.1

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VRAM Settings

• VRAM state set to NORMAL_VRAM
• Device: cuda:0 AMD Radeon RX 6900 XT

Cross Attention: Using sub quadratic optimization for cross-attention. For issues, try --use-split-cross-attention.

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Loaded Custom Nodes and Modules:

• Loaded custom nodes such as ComfyUI-Easy-Use, ComfyUI-Inspire-Pack, and Crystools.
• Node suite WAS Node Suite: FFMPEG support enabled but ffmpeg_bin_path not set in was_suite_config.json. Defaults to system ffmpeg binaries if available.

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Sample Generation:

• Using model type: FLUX
• Sampling using heun sampler with 20 steps, guidance: 3.5.

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Errors & Warnings

Highlighted Warnings:

• Crystools Warning: "No GPU with CUDA detected" - Could not initialize pynvml (Nvidia). This may affect CUDA-based processes.
• rocblaslt Warning: "No paths matched for hipblaslt library" - Check HIPBLASLT_TENSILE_LIBPATH.
• Tunable Operation Validator Warning: key="PT_VERSION" is missing for validation. Validator check failed.
• hipBLASLt Warning: "Attempting to use hipBLASLt on an unsupported architecture" - Overriding backend to hipblas. This warning may be triggered internally.
• Artifical/ComfyUI/comfyui_env/lib/python3.12/site-packages/torch/lib/hipblaslt/library/gfx1030co. Make sure that HIPBLASLT_TENSILE_LIBPATH is set correctly.

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