AMD / Individual accelerator
AMD Instinct MI300X
Launched accelerator with manufacturer-reported deployment/benchmark evidence; supplier stock and Aguasto availability are not verified.
Manufacturer specification reference
- Architecture
- CDNA 3AMD Instinct MI300X specifications (external source) · AMD Instinct GPUs: MLPerf Inference v5.1 (external source)
- Category
- Individual acceleratorAMD Instinct MI300X specifications (external source) · AMD Instinct GPUs: MLPerf Inference v5.1 (external source)
- Accelerator memory
- 192 GBPer OAM accelerator; not the eight-GPU baseboard or host memory.AMD Instinct MI300X specifications (external source)
- Memory type
- HBM3AMD Instinct MI300X specifications (external source) · AMD Instinct GPUs: MLPerf Inference v5.1 (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
| Specification | Precision | Published peak | Boundary & source |
|---|---|---|---|
| FP8 peak compute | FP8 | 2.61 PFLOPS | Per 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.
- 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.
- 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.