AGUASTO

GPU compute software platform

AMD ROCm

Provide GPU runtimes, compilers, math and communication libraries for supported AMD workloads.

Original Aguasto conceptual illustration. Not manufacturer geometry, an operating Aguasto asset, or a measured benchmark.

When it is relevant

  • Plan a serving engine or training framework on supported AMD hardware
  • Check a coordinated driver, firmware, operating-system and framework combination
AMD ROCm official documentation (external source) · AMD ROCm compatibility matrix (external source)

Hardware and software assumptions

Documented ecosystem: AMD. Platform support is not a guarantee that every checkpoint, optimization or feature works on every device.

  • Confirm the exact GPU, OS, firmware, driver and user-space versions in AMD's matrix
  • The serving framework must support the model, precision and required kernels on ROCm
  • This platform is not itself a hosted inference endpoint or an Aguasto capacity claim
AMD ROCm official documentation (external source) · AMD ROCm compatibility matrix (external source)

Operating trade-offs

  • CUDA-specific code and optimizations may need porting or a different implementation
  • Support differs across devices, operating systems and component versions
AMD ROCm official documentation (external source) · AMD ROCm compatibility matrix (external source)

Continue the research

Choosing an inference frameworkPrefill, decoding and disaggregationBenchmark methodologyModel referencesInfrastructure collaboration

Sources & verification

Reference revision 1 · Reviewed . Manufacturer claims and documentation are attributed; Aguasto has not run the cited products in production.

  1. AMD ROCm official documentation ↗

    runtimes, compilers and libraries; AMD hardware scope; vLLM and SGLang integration references. Publication: date not stated in the reviewed source. Verified: 2026-10-12.

  2. AMD ROCm compatibility matrix ↗

    coordinated firmware / driver / user-space version requirements; hardware and operating-system support; framework version matrix. Publication: 2026-08-26. Verified: 2026-10-12.