GPUMODE/kernelbot-data
KernelBot Competition Data This dataset contains GPU kernel submissions from the KernelBot competition platform. Submissions are optimized GPU kernels written for specific hardware targets. Data Files AMD MI300 Submissions File Description submissions.parquet All AMD competition submissions successful_submissions.parquet AMD submissions that passed correctness tests deduplicated_submissions.parquet AMD submissions deduplicated by… See the full description on the dataset page: https://huggingface.co/datasets/GPUMODE/kernelbot-data.
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1#!/usr/bin/env python32"""Print gau.nernst's fastest submission code to stdout."""3 4import pandas as pd5from pathlib import Path6 7df = pd.read_parquet(Path(__file__).parent.parent.parent / 'nvidia_nvfp4_submissions.parquet')8 9# Get fastest submission across all problems10best = df[df['user_name'] == 'gau.nernst'].sort_values('score').head(1)11 12problem = best['problem_name'].values[0]13score_us = best['score'].values[0] * 1_000_00014 15print(f"User: gau.nernst")16print(f"Problem: {problem}")17print(f"Score: {score_us:.2f} µs")18print(f"Submission ID: {best['submission_id'].values[0]}")19print("\n=== CODE ===\n")20print(best['code'].values[0])21