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Draft evaluation
CrewAI Distributed Interconnect & Tensor Parallelism Simulator — evaluation
Evaluates distributed parallel configuration suggestions on simulated multi-node clusters.
Evaluation type
task based
Challenge
CrewAI Distributed Interconnect & Tensor Parallelism Simulator
Difficulty
Advanced
Rigor
Not declared
The author has not specified a rigor level.
Evaluation overview
How the linked challenge is judged: tasks, benchmarks, and criteria count.
Tasks
1
Benchmarks
0
Criteria
0
Task templates
Inputs and expected outputs.
Task 1
Parallel Topology Optimization Task
Evaluates optimization of TP and PP partitioning across 16 GPUs over 2 nodes connected via 400 Gbps EFA links.
Input format
JSON cluster spec containing GPU count, node count, interconnect bandwidth, and model size (70B parameters).
Output format
JSON optimization layout specifying TP size, PP size, expected AllReduce latency, and throughput gain %.