ai-dynamo/aisimulate

aisimulate-agentx-gap-debug

Diagnoses AgentX GPU-versus-AISimulate replay gaps in TTFT, per-request TPOT, throughput, and latency distributions. Use to investigate workload, FPM, frontend, scheduler, or KV-cache fidelity and validate scoped corrections. Not for optimizing simulator host…

لغة النص الأصلي: الإنجليزية

aisimulate-replay-performance

Design, implement, and review efficient AISimulate engine-only simulation execution. Use for replay features, correctness fixes, and refactors that affect scheduling, state transitions, event processing, or costs that scale with requests, tokens, workers, or…

لغة النص الأصلي: الإنجليزية

aic-auto-collect

Use when running long AIC/aiconfigurator GPU perf auto-collection for a specific GPU/framework/framework_version, including draft-PR checkpoints, resumable collect_xx.py runs, framework-version/kernel preflight, collector fixes/skips, special runtime images,…

لغة النص الأصلي: الإنجليزية

aisimulate-fpe-performance

Design, implement, and review efficient AISimulate numerical prediction and data lookup. Use for FPE features, correctness fixes, and refactors that affect prediction algorithms, preparation, data representation, caches, or caller cost. Resolve substantial…

لغة النص الأصلي: الإنجليزية

adapt-server-config

Convert InferenceX DB config/benchmark pairs, Dynamo recipe YAML, or confirmed custom serving configs into validated aiconfigurator estimate requests. Use when adapting server configuration, checking whether a recipe can be estimated, generating canonical…

لغة النص الأصلي: الإنجليزية

aisimulate-replay-parity

Runs deterministic byte-parity and golden-point qualification campaigns for AI Simulate engine-only offline replay across round-robin vLLM, SGLang, and TRT-LLM configurations, including forced preemption, retraction, handoff, and liveness coverage. Use when…

لغة النص الأصلي: الإنجليزية