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Public evaluation
gpu_workload_match
Evaluates GPU workload node assignment efficiency and cost reduction score.
Evaluation type
task based
Challenge
Build GPU Infrastructure Workload Allocator with AI SDK and Milvus
Difficulty
Intermediate
Rigor
Unspecified
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
gpu_workload_match
Matches incoming deep learning training job profile with optimal cloud GPU instance.
Input format
JSON containing batch_size, model_params_billions, memory_gb, max_budget_usd
Output format
JSON containing assigned_instance, cost_per_hour, and vector_distance