AMD / Individual accelerator

AMD Instinct MI300X

Launched accelerator with manufacturer-reported deployment/benchmark evidence; supplier stock and Aguasto availability are not verified.

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

Manufacturer specification reference

Accelerator memory
192 GBPer OAM accelerator; not the eight-GPU baseboard or host memory.AMD Instinct MI300X specifications (external source)
Memory bandwidth
5.3 TB/sManufacturer peak theoretical GPU memory bandwidth per accelerator.AMD Instinct MI300X specifications (external source)
Power
750 WManufacturer TBP field labeled Peak; module boundary, not complete server draw.AMD Instinct MI300X specifications (external source)
Precision formats
FP64, FP32, TF32, FP16, BF16, FP8, INT8AMD Instinct MI300X specifications (external source)
Cooling / integration
Passive OAM; host system must provide thermal management.AMD Instinct MI300X specifications (external source) · AMD Instinct GPUs: MLPerf Inference v5.1 (external source)

Configuration boundaries

  • Published FLOPS are peak theoretical specifications; they are not model serving benchmarks.
  • FP8 format behavior is architecture-specific; a numeric precision label alone is not a deployment compatibility guarantee.

Published arithmetic throughput

Manufacturer peaks, not Aguasto measurements or tokens per second
SpecificationPrecisionPublished peakBoundary & source
FP8 peak computeFP82.61 PFLOPSPer GPU; manufacturer peak specification without structured-sparsity figureManufacturer source ↗

Deployment considerations

  • Match ROCm, kernel, framework and model versions against the current support matrix.
  • Weight-memory estimates exclude KV cache and serving overhead; reserve runtime headroom.
  • Check collectives, scale-up topology and model parallelism on the intended OEM system.

Software ecosystem

ROCm. Confirm the exact model, runtime release, server integration and vendor support matrix before evaluating a deployment.

Sources & verification

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

  1. AMD Instinct MI300X specifications ↗

    Launch date 2023-12-06; CDNA 3 architecture; 192 GB HBM3; 5.3 TB/s memory bandwidth; 750 W module board-power specification; Precision support; Cooling and ROCm ecosystem. Publication: date not stated in the reviewed source. Verified: 2026-10-12.

  2. AMD Instinct GPUs: MLPerf Inference v5.1 ↗

    MI300X, MI325X and MI355X launched products with manufacturer-reported deployments or benchmark submissions. Publication: 2025-09-09. Verified: 2026-10-12.