Status
● Connected
ROCm
6.1.2
System
MI300X · 8 GPUs
Project
Retail-LLM-Inference
Admin User
Administrator
End-to-End Agent Pipeline
Workflow
YOUSUN Axion turns broken or slow AI workloads into optimized, benchmarked, AMD-ready deployments through an autonomous multi-agent workflow.
Upload Workload
User uploads AI code, repo, or ROCm error log.
Project Scan
Axion detects framework, precision, CUDA usage, and readiness risks.
ROCm Doctor
Diagnoses HIP memory, CUDA compatibility, and ROCm runtime problems.
Optimizer
Generates AMD GPU optimization plan with impact and effort level.
Patch Generator
Creates actual code changes such as BF16, inference mode, and device abstraction.
Benchmark
Compares before/after latency, tokens/sec, memory, and readiness score.
Reports
Exports AMD Readiness Report with business impact and final verdict.
AMD-Ready Output
Developer gets optimized, benchmarked, AMD-ready workload.
Optimization Loop
Optimizer, Patch Generator, Benchmark, and Kernel Lab can run repeatedly until target latency, memory, and readiness goals are reached.
Optimizer
Patch
Benchmark
Kernel Lab