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ML software for deprecated GFX906 arch

Prebuild images

Packages and status

Name Source Status Docs
ROCm ROCm, rocBLAS OK ROCm
llama.cpp llama.cpp OK llama.cpp
ComfyUI ComfyUI OK ComfyUI
VLLM VLLM, triton OK VLLM

Environment

All software tested on Lenovo RD450X with 256G mem and 2x MI50 32G. For cooling gpus used AMD Instinct MI50 blower fan adapter (thingiverse).

RVS

cd /opt/rocm-6.4.1/bin
apt update
apt install -y rocm-validation-suite
echo 'actions:
- name: gst-581Tflops-4K4K8K-rand-bf16
  device: all
  module: gst
  log_interval: 3000
  ramp_interval: 5000
  duration: 15000
  hot_calls: 1000
  copy_matrix: false
  target_stress: 581000
  matrix_size_a: 4864
  matrix_size_b: 4096
  matrix_size_c: 8192
  matrix_init: rand
  data_type: bf16_r
  lda: 8320
  ldb: 8320
  ldc: 4992
  ldd: 4992
  transa: 1
  transb: 0
  alpha: 1
  beta: 0' > ~/gst-581Tflops-4K4K8K-rand-bf16.conf
./rvs -c ~/gst-581Tflops-4K4K8K-rand-bf16.conf

About

ML software (llama.cpp, ComfyUI, VLLM) builds for AMD gfx906 GPUs, e.g. Radeon VII / MI50 / MI60

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