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Supported and tested hardware, Docker images, software versions, agent CLIs, and model providers for AgentKernelArena.
AgentKernelArena, compatibility matrix, Docker, SGLang, ROCm, AMD Instinct, Python, PyTorch, GPU, agents, model providers

AgentKernelArena compatibility matrix

Supported and tested hardware, Docker images, software versions, agent CLIs, and model providers for AgentKernelArena.

Hardware requirements

The following hardware configurations are supported and tested.

AMD Instinct GPU ROCm version Notes
MI300 series 7.2 (Bundled in the selected SGLang image.) target_gpu_model: MI300
MI355X 7.2 (Bundled in the selected SGLang image.) target_gpu_model: MI355X

Software requirements

The following software versions are required or verified.

Component Version Notes
hipcc Matches ROCm image Required for HIP tasks.
rocprof-compute Matches ROCm image Required for HIP performance profiling.
Docker Current stable release Required; serial experiments run through make docker-run; multi-GPU experiments run through make docker-parallel-run.
SGLang runtime image lmsysorg/sglang:v0.5.12-rocm720-mi30x for gfx942; lmsysorg/sglang-rocm:v0.5.14-rocm720-mi35x-20260705 for gfx950 The verified gfx950 digest is sha256:b435b508b5aa696abb25c909341ce73e41574c4271cf716bed72418dcea86b78. Override with AKA_DOCKER_IMAGE, AKA_DOCKER_IMAGE_GFX942, or AKA_DOCKER_IMAGE_GFX950.
Python Provided by the image (for example, 3.10) Bundled in the SGLang image.
Node.js and npm Node.js 22 with a current npm Required on the host only for the alternative npm installation of Claude Code or another npm-installed agent CLI.
PyTorch ROCm build bundled in the image Provided by the SGLang Docker image.
Triton Bundled with the image's ROCm PyTorch Required for Triton task categories.
AITER 0.1.17.dev110+g9127c94a1 in the verified gfx950 image Required by AITER-backed task oracles and kernels.
FlyDSL 0.2.2 in the verified gfx950 image (or make docker-setup-flydsl when absent) Required for flydsl2flydsl, torch2flydsl, and triton2flydsl tasks.

Agents

The following templates are selectable in the current AgentType registry. See Install AgentKernelArena and Configure agents and models for setup instructions.

Template Runtime dependency
cursor Cursor Agent CLI and host login state.
claude_code Native/local or npm-installed Claude Code CLI and host login state.
codex Codex CLI and host login state.
geak_v3 GEAK CLI; HIP-oriented integration.
geak_v3_triton GEAK CLI; Triton-oriented integration.
mini_swe_triton mini-swe-agent/GEAK dependencies.
task_validator Claude Code or Codex backend configured in agents/task_validator/agent_config.yaml.

Model providers

Model/provider support is integration-specific; run configuration files do not configure a provider.

Provider Notes
OpenAI Use a selected integration or CLI configured for OpenAI.
Anthropic Use a selected integration or CLI configured for Anthropic.
OpenRouter or another OpenAI-compatible service Supported when the selected integration accepts a custom provider/base URL.
Local vLLM make vllm starts an OpenAI-compatible endpoint on port 30001; configure the selected integration to use it.