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Rocm Benchmark

Category: General  ·  Sub-category: general-misc  ·  Last updated:
Benchmarking completo de GPU AMD ROCm (MI300X, MI250, RX 7900) y NVIDIA CUDA (A100, H100, RTX) para medir rendimiento en memoria, compute, inferencia y consumo energético. Incluye detección automática de backend, benchmark de bandwidth (H2D/D2H/P2P), throughput de matrix multiply (GEMM) en FP32/FP16, benchmark de inferencia PyTorch con dummy CNN y Transformer, monitoreo en tiempo real con rocm-smi/nvidia-smi, stress test con detección de thermal throttling, y reporte consolidado en JSON. Actívalo al probar rendimiento de GPU AMD, comparar ROCm vs CUDA, hacer stress test en MI300X, medir throughput de inferencia, o diagnosticar cuello de botella en GPU. Keywords: benchmark, rocm, amd, gpu, performance, memory, compute, inference, throughput, latency, nvidia, cuda, mi300x, mi250, a100, h100, rocm-smi, stress-test, gemm, bandwidth, flops, thermal-throttle, f1
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Benchmarking completo de GPU AMD ROCm con soporte para NVIDIA CUDA como comparación. Detecta automáticamente el backend disponible, ejecuta benchmarks de memoria, compute, inferencia, monitorea en tiempo real y genera un reporte consolidado.

What this skill does

Rocm Benchmark is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/rocm-benchmark/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Rocm Benchmark Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/rocm-benchmark
curl -L https://claudskills.com/skills/rocm-benchmark/SKILL.md \
  -o ~/.claude/skills/rocm-benchmark/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/rocm-benchmark/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/rocm-benchmark/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\rocm-benchmark\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Rocm Benchmark Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/rocm-benchmark/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Rocm Benchmark skill do?
Benchmarking completo de GPU AMD ROCm (MI300X, MI250, RX 7900) y NVIDIA CUDA (A100, H100, RTX) para medir rendimiento en memoria, compute, inferencia y consumo energético. Incluye detección automática de backend, benchmark de bandwidth (H2D/D2H/P2P), throughput de matrix multiply (GEMM) en FP32/FP16, benchmark de inferencia PyTorch con dummy CNN y Transformer, monitoreo en tiempo real con rocm-smi/nvidia-smi, stress test con detección de thermal throttling, y reporte consolidado en JSON. Actívalo al probar rendimiento de GPU AMD, comparar ROCm vs CUDA, hacer stress test en MI300X, medir throughput de inferencia, o diagnosticar cuello de botella en GPU. Keywords: benchmark, rocm, amd, gpu, performance, memory, compute, inference, throughput, latency, nvidia, cuda, mi300x, mi250, a100, h100, rocm-smi, stress-test, gemm, bandwidth, flops, thermal-throttle, f1
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Rocm Benchmark skill?
Use Rocm Benchmark when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Rocm Benchmark" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Rocm Benchmark skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Rocm Benchmark is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
yechua-silva. (2026). Rocm Benchmark [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/rocm-benchmark/
BibTeX
@misc{rocm-benchmark-2026,
  author    = {yechua-silva},
  title     = {Rocm Benchmark [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/rocm-benchmark/}
}

Embed this skill

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Badge
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<script>
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<iframe>
<iframe src="https://claudskills.com/embed/rocm-benchmark.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Rocm Benchmark"></iframe>

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