File size: 13,420 Bytes
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---
license: apache-2.0
dataset_info:
- config_name: benchmark-loop_with_constant
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- name: gsize
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- config_name: benchmark-rodinia-bfs
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- config_name: benchmark-rodinia-gaussian2
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- config_name: benchmark-rodinia-kmean_v2
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- config_name: github-200k
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configs:
- config_name: benchmark-loop_with_constant
data_files:
- split: train
path: benchmark-loop_with_constant/train-*
- split: validation
path: benchmark-loop_with_constant/validation-*
- config_name: benchmark-loop_with_variable_v2
data_files:
- split: train
path: benchmark-loop_with_variable_v2/train-*
- split: validation
path: benchmark-loop_with_variable_v2/validation-*
- config_name: benchmark-loop_with_variable_v2_no_k
data_files:
- split: train
path: benchmark-loop_with_variable_v2_no_k/train-*
- split: validation
path: benchmark-loop_with_variable_v2_no_k/validation-*
- config_name: benchmark-rodinia-bfs
data_files:
- split: org
path: benchmark-rodinia-bfs/org-*
- split: sub_no_of_nodes
path: benchmark-rodinia-bfs/sub_no_of_nodes-*
- split: sub_no_of_nodes_standardized
path: benchmark-rodinia-bfs/sub_no_of_nodes_standardized-*
- split: org_standardized
path: benchmark-rodinia-bfs/org_standardized-*
- config_name: benchmark-rodinia-gaussian
data_files:
- split: sub_size
path: benchmark-rodinia-gaussian/sub_size-*
- split: org
path: benchmark-rodinia-gaussian/org-*
- split: sub_size_standardized_norm_seq
path: benchmark-rodinia-gaussian/sub_size_standardized_norm_seq-*
- split: sub_size_t_standardized
path: benchmark-rodinia-gaussian/sub_size_t_standardized-*
- split: sub_size_t
path: benchmark-rodinia-gaussian/sub_size_t-*
- split: sub_size_t_standardized_norm_seq
path: benchmark-rodinia-gaussian/sub_size_t_standardized_norm_seq-*
- split: org_standardized_norm_seq
path: benchmark-rodinia-gaussian/org_standardized_norm_seq-*
- split: sub_size_standardized
path: benchmark-rodinia-gaussian/sub_size_standardized-*
- split: org_standardized
path: benchmark-rodinia-gaussian/org_standardized-*
- config_name: benchmark-rodinia-gaussian2
data_files:
- split: sub_size
path: benchmark-rodinia-gaussian2/sub_size-*
- split: org
path: benchmark-rodinia-gaussian2/org-*
- split: sub_size_standardized_norm_seq
path: benchmark-rodinia-gaussian2/sub_size_standardized_norm_seq-*
- split: sub_size_t_standardized
path: benchmark-rodinia-gaussian2/sub_size_t_standardized-*
- split: sub_size_t
path: benchmark-rodinia-gaussian2/sub_size_t-*
- split: sub_size_t_standardized_norm_seq
path: benchmark-rodinia-gaussian2/sub_size_t_standardized_norm_seq-*
- split: org_standardized_norm_seq
path: benchmark-rodinia-gaussian2/org_standardized_norm_seq-*
- split: sub_size_standardized
path: benchmark-rodinia-gaussian2/sub_size_standardized-*
- split: org_standardized
path: benchmark-rodinia-gaussian2/org_standardized-*
- config_name: benchmark-rodinia-kmean
data_files:
- split: sub_nclusters_nfeatures
path: benchmark-rodinia-kmean/sub_nclusters_nfeatures-*
- split: sub_nclusters_standardized
path: benchmark-rodinia-kmean/sub_nclusters_standardized-*
- split: org_standardized_norm
path: benchmark-rodinia-kmean/org_standardized_norm-*
- split: sub_nclusters_standardized_norm
path: benchmark-rodinia-kmean/sub_nclusters_standardized_norm-*
- split: org
path: benchmark-rodinia-kmean/org-*
- split: sub_nclusters
path: benchmark-rodinia-kmean/sub_nclusters-*
- split: sub_nclusters_standardized_norm_seq
path: benchmark-rodinia-kmean/sub_nclusters_standardized_norm_seq-*
- split: sub_npoints_nclusters_nfeatures_standardized
path: benchmark-rodinia-kmean/sub_npoints_nclusters_nfeatures_standardized-*
- split: sub_nclusters_nfeatures_standardized_norm_seq
path: benchmark-rodinia-kmean/sub_nclusters_nfeatures_standardized_norm_seq-*
- split: sub_nfeatures_standardized
path: benchmark-rodinia-kmean/sub_nfeatures_standardized-*
- split: sub_nfeatures
path: benchmark-rodinia-kmean/sub_nfeatures-*
- split: sub_nclusters_nfeatures_standardized_norm
path: benchmark-rodinia-kmean/sub_nclusters_nfeatures_standardized_norm-*
- split: sub_nfeatures_standardized_norm_seq
path: benchmark-rodinia-kmean/sub_nfeatures_standardized_norm_seq-*
- split: sub_nclusters_nfeatures_standardized
path: benchmark-rodinia-kmean/sub_nclusters_nfeatures_standardized-*
- split: sub_nfeatures_standardized_norm
path: benchmark-rodinia-kmean/sub_nfeatures_standardized_norm-*
- split: org_standardized_norm_seq
path: benchmark-rodinia-kmean/org_standardized_norm_seq-*
- split: sub_npoints_nclusters_nfeatures
path: benchmark-rodinia-kmean/sub_npoints_nclusters_nfeatures-*
- split: sub_npoints_nclusters_nfeatures_standardized_norm
path: benchmark-rodinia-kmean/sub_npoints_nclusters_nfeatures_standardized_norm-*
- split: sub_npoints_nclusters_nfeatures_standardized_norm_seq
path: benchmark-rodinia-kmean/sub_npoints_nclusters_nfeatures_standardized_norm_seq-*
- split: org_standardized
path: benchmark-rodinia-kmean/org_standardized-*
- config_name: benchmark-rodinia-kmean_v2
data_files:
- split: sub_nclusters_nfeatures
path: benchmark-rodinia-kmean_v2/sub_nclusters_nfeatures-*
- split: sub_nclusters_standardized
path: benchmark-rodinia-kmean_v2/sub_nclusters_standardized-*
- split: org_standardized_norm
path: benchmark-rodinia-kmean_v2/org_standardized_norm-*
- split: sub_nclusters_standardized_norm
path: benchmark-rodinia-kmean_v2/sub_nclusters_standardized_norm-*
- split: org
path: benchmark-rodinia-kmean_v2/org-*
- split: sub_nclusters
path: benchmark-rodinia-kmean_v2/sub_nclusters-*
- split: sub_nclusters_standardized_norm_seq
path: benchmark-rodinia-kmean_v2/sub_nclusters_standardized_norm_seq-*
- split: sub_npoints_nclusters_nfeatures_standardized
path: benchmark-rodinia-kmean_v2/sub_npoints_nclusters_nfeatures_standardized-*
- split: sub_nclusters_nfeatures_standardized_norm_seq
path: benchmark-rodinia-kmean_v2/sub_nclusters_nfeatures_standardized_norm_seq-*
- split: sub_nfeatures_standardized
path: benchmark-rodinia-kmean_v2/sub_nfeatures_standardized-*
- split: sub_nfeatures
path: benchmark-rodinia-kmean_v2/sub_nfeatures-*
- 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:
1. **github-200K**: a first version dataset that contains ~1300 kernel's execution time with input size - global size correlation and imbalanced data.
2. **github-350k**: a continued second version dataset that fix the imbalanced data problem.
3. **github-400k**: a continued third version dataset that relax the input - global size correlation.
4. **github-600K**: a fourth version dataset that contains ~6000 kernel's execution time with input size - global size correlation and imbalanced data.
5. **benchmark-[]**: benchmarks for LLMs performance on Perfomance Modeling task. |