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Draft evaluation
AI SDK & OpenAI o3 Quantization Kernel Benchmarking Suite — evaluation
Evaluates kernel benchmark reporting accuracy and cost trade-off calculation fidelity.
Evaluation type
task based
Challenge
AI SDK & OpenAI o3 Quantization Kernel Benchmarking Suite
Difficulty
Intermediate
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
quantization_benchmark_task
Benchmarks GEMM execution time for FP16 vs FP8 vs INT4 across varying matrix dimensions.
Input format
JSON containing matrix_dimensions, precision_formats, batch_sizes
Output format
JSON containing latency_matrix_ms, memory_footprint_mb, perplexity_delta, recommended_format