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--- |
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|
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path: benchmark-shoc-md/standardized.jsonl-* |
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path: benchmark-shoc-reduction_sub/standardized.jsonl-* |
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- split: standardized.jsonl |
|
path: benchmark-shoc-spmv_csr_vector_kernel/standardized.jsonl-* |
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- config_name: benchmark-shoc-spmv_ellpackr_kernel |
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data_files: |
|
- split: standardized.jsonl |
|
path: benchmark-shoc-spmv_ellpackr_kernel/standardized.jsonl-* |
|
- config_name: benchmark-shoc-triad |
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data_files: |
|
- split: standardized.jsonl |
|
path: benchmark-shoc-triad/standardized.jsonl-* |
|
- config_name: github-200k |
|
data_files: |
|
- split: train |
|
path: github-200k/train-* |
|
- split: validation |
|
path: github-200k/validation-* |
|
- config_name: github-350k |
|
data_files: |
|
- split: train |
|
path: github-350k/train-* |
|
- split: validation |
|
path: github-350k/validation-* |
|
- config_name: github-400k |
|
data_files: |
|
- split: train |
|
path: github-400k/train-* |
|
- split: validation |
|
path: github-400k/validation-* |
|
- config_name: github-600k |
|
data_files: |
|
- split: train |
|
path: github-600k/train-* |
|
- split: validation |
|
path: github-600k/validation-* |
|
--- |
|
|
|
A collection of datasets and benchmarks for large-scale Performance Modeling with LLMs. |
|
|
|
This collection includes these dataset: |
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1. **github-200K**: a first version dataset that contains ~1300 kernel's execution time with input size - global size correlation and imbalanced data. |
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2. **github-350k**: a continued second version dataset that fix the imbalanced data problem. |
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3. **github-400k**: a continued third version dataset that relax the input - global size correlation. |
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4. **github-600K**: a fourth version dataset that contains ~6000 kernel's execution time with input size - global size correlation and imbalanced data. |
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5. **benchmark-[]**: benchmarks for LLMs performance on Perfomance Modeling task. |
