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64GB VRAM Dual MI50 Rig Built

64GB VRAM Dual MI50 Rig Built
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๐Ÿฆ™Read original on Reddit r/LocalLLaMA

๐Ÿ’กBudget 64GB VRAM AMD rig + open-source quiet shroud for local LLMs โ€“ 50 t/s GLM!

โšก 30-Second TL;DR

What Changed

Dual MI50 GPUs provide 64GB VRAM

Why It Matters

Offers affordable AMD-based high-VRAM setup for local LLM inference, promoting open hardware mods.

What To Do Next

Download MI50 shroud STLs from GitHub and 3D print for your ROCm setup.

Who should care:Developers & AI Engineers

๐Ÿง  Deep Insight

Web-grounded analysis with 6 cited sources.

๐Ÿ”‘ Enhanced Key Takeaways

  • โ€ขAMD Instinct MI50 uses Vega 20 GPU architecture on TSMC 7nm FinFET with 3840 stream processors and 60 compute units.
  • โ€ขMI50 delivers peak performance of 26.5 TFLOPS FP16, 13.3 TFLOPS FP32, 6.6 TFLOPS FP64, and 53 TOPS INT8.
  • โ€ขFeatures passive cooling, PCIe 4.0 x16 interface, dual Infinity Fabric links at 92 GB/s bandwidth, and 300W TBP.
  • โ€ขROCm support for MI50 is discontinued by AMD, with potential removal in future releases.

๐Ÿ› ๏ธ Technical Deep Dive

  • โ€ขGPU Architecture: Vega20 (GCN5.1, gfx906 LLVM target) with 3840 stream processors, 60 compute units, peak engine clock 1725 MHz.
  • โ€ขMemory: 16GB or 32GB HBM2 ECC on 4096-bit bus at 1 GHz, delivering up to 1024 GB/s bandwidth.
  • โ€ขInterconnect: 2x Infinity Fabric links providing up to 92 GB/s peak bandwidth for multi-GPU scaling.
  • โ€ขPower and Form Factor: 300W TBP, passive cooling, double-slot full-height PCIe 4.0 x16 card (10.5 inches long), requires 2x 8-pin power connectors.
  • โ€ขSoftware: Supports ROCm open ecosystem, OpenCL 2.0, OpenGL 4.6, Vulkan 1.0; full-chip ECC and RAS capabilities for reliability.

๐Ÿ”ฎ Future ImplicationsAI analysis grounded in cited sources

ROCm discontinuation limits MI50 longevity for new AI workloads
AMD has officially discontinued ROCm support for MI50, risking incompatibility with future software releases.

โณ Timeline

2018-11
AMD launches Radeon Instinct MI50 with Vega 20 on 7nm TSMC.
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Original source: Reddit r/LocalLLaMA โ†—