--- license: apache-2.0 dataset_info: - config_name: benchmark-loop_with_constant features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 download_size: 98021830 dataset_size: 1137935 - config_name: benchmark-loop_with_variable_v2 features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 292399 num_examples: 608 download_size: 98057898 dataset_size: 1140481 - config_name: benchmark-loop_with_variable_v2_no_k features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 2157459 num_examples: 5452 - name: validation num_bytes: 242278 num_examples: 610 download_size: 97989419 dataset_size: 2399737 - config_name: benchmark-nvidia-sdk-oclBlackScholes features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 552148 num_examples: 257 download_size: 98056901 dataset_size: 1690083 - config_name: benchmark-nvidia-sdk-oclCopyComputeOverlap features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org num_bytes: 82584 num_examples: 64 download_size: 98036447 dataset_size: 1220519 - config_name: benchmark-nvidia-sdk-oclDotProduct features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org num_bytes: 54874 num_examples: 64 download_size: 98033737 dataset_size: 1192809 - config_name: benchmark-nvidia-sdk-oclMatVecMul features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org num_bytes: 1072188 num_examples: 768 download_size: 98053619 dataset_size: 2210123 - config_name: benchmark-nvidia-sdk-oclMatVecMulCoalesced0 features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org num_bytes: 177795 num_examples: 128 download_size: 98040016 dataset_size: 1315730 - config_name: benchmark-nvidia-sdk-oclMatVecMulCoalesced1 features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 166275 num_examples: 128 download_size: 98039465 dataset_size: 1304210 - config_name: benchmark-nvidia-sdk-oclMatVecMulCoalesced2 features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 162947 num_examples: 128 download_size: 98039282 dataset_size: 1300882 - config_name: benchmark-nvidia-sdk-oclMatVecMulCoalesced3 features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org num_bytes: 274051 num_examples: 128 download_size: 98044757 dataset_size: 1411986 - config_name: benchmark-nvidia-sdk-oclMatVecMulUncoalesced0 features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 94424 num_examples: 128 download_size: 98035346 dataset_size: 1232359 - config_name: benchmark-nvidia-sdk-oclMatVecMulUncoalesced1 features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org num_bytes: 119768 num_examples: 128 download_size: 98036208 dataset_size: 1257703 - config_name: benchmark-nvidia-sdk-oclMersenneTwister features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 169542 num_examples: 92 download_size: 98039478 dataset_size: 1307477 - config_name: benchmark-nvidia-sdk-oclMersenneTwister_BoxMuller features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 32147 num_examples: 46 download_size: 98030642 dataset_size: 1170082 - config_name: benchmark-nvidia-sdk-oclMersenneTwister_MersenneTwister features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 87347 num_examples: 46 download_size: 98038695 dataset_size: 1225282 - config_name: benchmark-rodinia-bfs features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org_standardized num_bytes: 1457649 num_examples: 1024 download_size: 98130091 dataset_size: 2595584 - config_name: benchmark-rodinia-gaussian features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org_standardized num_bytes: 50494 num_examples: 64 download_size: 98033724 dataset_size: 1188429 - config_name: benchmark-rodinia-gaussian2 features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org_standardized num_bytes: 22732 num_examples: 22 download_size: 98032749 dataset_size: 1160667 - config_name: benchmark-rodinia-kmean features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org_standardized num_bytes: 144581 num_examples: 100 download_size: 98041185 dataset_size: 1282516 - config_name: benchmark-rodinia-kmean_v2 features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org_standardized num_bytes: 144581 num_examples: 100 download_size: 98041185 dataset_size: 1282516 - config_name: benchmark-rodinia-nn features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: org_standardized num_bytes: 129515 num_examples: 128 download_size: 98037954 dataset_size: 1267450 - config_name: benchmark-shoc-bfs features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 66260 num_examples: 40 download_size: 98021830 dataset_size: 1204195 - config_name: benchmark-shoc-md features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 38906 num_examples: 24 download_size: 98021830 dataset_size: 1176841 - config_name: benchmark-shoc-reduction features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 20296 num_examples: 18 download_size: 98021830 dataset_size: 1158231 - config_name: benchmark-shoc-reduction_sub features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 15508 num_examples: 18 download_size: 98021830 dataset_size: 1153443 - config_name: benchmark-shoc-scan features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 114217 num_examples: 36 download_size: 98021830 dataset_size: 1252152 - config_name: benchmark-shoc-scan_bottom features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 32397 num_examples: 18 download_size: 98021830 dataset_size: 1170332 - config_name: benchmark-shoc-scan_reduce features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 20890 num_examples: 18 download_size: 98021830 dataset_size: 1158825 - config_name: benchmark-shoc-spmv features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 78414 num_examples: 30 download_size: 98021830 dataset_size: 1216349 - config_name: benchmark-shoc-spmv_csr_scalar_kernel features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 10880 num_examples: 10 download_size: 98021830 dataset_size: 1148815 - config_name: benchmark-shoc-spmv_csr_vector_kernel features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 17170 num_examples: 10 download_size: 98021830 dataset_size: 1155105 - config_name: benchmark-shoc-spmv_ellpackr_kernel features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 10444 num_examples: 10 download_size: 98021830 dataset_size: 1148379 - config_name: benchmark-shoc-triad features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 848082 num_examples: 2115 - name: validation num_bytes: 289853 num_examples: 735 - name: standardized.jsonl num_bytes: 5220 num_examples: 9 download_size: 98021830 dataset_size: 1143155 - config_name: github-200k features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 499610570 num_examples: 177892 - name: validation num_bytes: 499610570 num_examples: 177892 download_size: 97669540 dataset_size: 999221140 - config_name: github-350k features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 2157459 num_examples: 5452 - name: validation num_bytes: 29945960 num_examples: 36195 download_size: 101263343 dataset_size: 32103419 - config_name: github-400k features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 2157459 num_examples: 5452 - name: validation num_bytes: 37244128 num_examples: 39975 download_size: 101546755 dataset_size: 39401587 - config_name: github-600k features: - name: code dtype: string - name: gsize dtype: int64 - name: lsize dtype: int64 - name: execution_time dtype: float64 - name: input_sizes dtype: string - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 2157459 num_examples: 5452 - name: validation num_bytes: 97565395 num_examples: 61393 download_size: 109431969 dataset_size: 99722854 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-nvidia-sdk-oclBlackScholes data_files: - split: org path: benchmark-nvidia-sdk-oclBlackScholes/org-* - split: standardized.jsonl path: benchmark-nvidia-sdk-oclBlackScholes/standardized.jsonl-* - config_name: benchmark-nvidia-sdk-oclCopyComputeOverlap data_files: - split: standardized.jsonl path: benchmark-nvidia-sdk-oclCopyComputeOverlap/standardized.jsonl-* - split: org path: benchmark-nvidia-sdk-oclCopyComputeOverlap/org-* - config_name: benchmark-nvidia-sdk-oclDotProduct data_files: - split: standardized.jsonl path: benchmark-nvidia-sdk-oclDotProduct/standardized.jsonl-* - split: org path: benchmark-nvidia-sdk-oclDotProduct/org-* - config_name: benchmark-nvidia-sdk-oclMatVecMul data_files: - split: standardized.jsonl path: benchmark-nvidia-sdk-oclMatVecMul/standardized.jsonl-* - split: org path: benchmark-nvidia-sdk-oclMatVecMul/org-* - config_name: benchmark-nvidia-sdk-oclMatVecMulCoalesced0 data_files: - split: standardized.jsonl path: benchmark-nvidia-sdk-oclMatVecMulCoalesced0/standardized.jsonl-* - split: org path: benchmark-nvidia-sdk-oclMatVecMulCoalesced0/org-* - config_name: benchmark-nvidia-sdk-oclMatVecMulCoalesced1 data_files: - split: org path: benchmark-nvidia-sdk-oclMatVecMulCoalesced1/org-* - split: standardized.jsonl path: benchmark-nvidia-sdk-oclMatVecMulCoalesced1/standardized.jsonl-* - config_name: benchmark-nvidia-sdk-oclMatVecMulCoalesced2 data_files: - split: org path: benchmark-nvidia-sdk-oclMatVecMulCoalesced2/org-* - split: standardized.jsonl path: benchmark-nvidia-sdk-oclMatVecMulCoalesced2/standardized.jsonl-* - config_name: benchmark-nvidia-sdk-oclMatVecMulCoalesced3 data_files: - split: standardized.jsonl path: benchmark-nvidia-sdk-oclMatVecMulCoalesced3/standardized.jsonl-* - split: org path: benchmark-nvidia-sdk-oclMatVecMulCoalesced3/org-* - config_name: benchmark-nvidia-sdk-oclMatVecMulUncoalesced0 data_files: - split: org path: benchmark-nvidia-sdk-oclMatVecMulUncoalesced0/org-* - split: standardized.jsonl path: benchmark-nvidia-sdk-oclMatVecMulUncoalesced0/standardized.jsonl-* - config_name: benchmark-nvidia-sdk-oclMatVecMulUncoalesced1 data_files: - split: standardized.jsonl path: benchmark-nvidia-sdk-oclMatVecMulUncoalesced1/standardized.jsonl-* - split: org path: benchmark-nvidia-sdk-oclMatVecMulUncoalesced1/org-* - config_name: benchmark-nvidia-sdk-oclMersenneTwister data_files: - split: BoxMuller.jsonl path: benchmark-nvidia-sdk-oclMersenneTwister/BoxMuller.jsonl-* - split: MersenneTwister.jsonl path: benchmark-nvidia-sdk-oclMersenneTwister/MersenneTwister.jsonl-* - split: org path: benchmark-nvidia-sdk-oclMersenneTwister/org-* - split: standardized.jsonl path: benchmark-nvidia-sdk-oclMersenneTwister/standardized.jsonl-* - config_name: benchmark-nvidia-sdk-oclMersenneTwister_BoxMuller data_files: - split: standardized.jsonl path: benchmark-nvidia-sdk-oclMersenneTwister_BoxMuller/standardized.jsonl-* - config_name: benchmark-nvidia-sdk-oclMersenneTwister_MersenneTwister data_files: - split: standardized.jsonl path: benchmark-nvidia-sdk-oclMersenneTwister_MersenneTwister/standardized.jsonl-* - 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-* - split: sub_nclusters_nfeatures_standardized_norm path: benchmark-rodinia-kmean_v2/sub_nclusters_nfeatures_standardized_norm-* - split: sub_nfeatures_standardized_norm_seq path: benchmark-rodinia-kmean_v2/sub_nfeatures_standardized_norm_seq-* - split: sub_nclusters_nfeatures_standardized path: benchmark-rodinia-kmean_v2/sub_nclusters_nfeatures_standardized-* - split: sub_nfeatures_standardized_norm path: benchmark-rodinia-kmean_v2/sub_nfeatures_standardized_norm-* - split: org_standardized_norm_seq path: benchmark-rodinia-kmean_v2/org_standardized_norm_seq-* - split: sub_npoints_nclusters_nfeatures path: benchmark-rodinia-kmean_v2/sub_npoints_nclusters_nfeatures-* - split: sub_npoints_nclusters_nfeatures_standardized_norm path: benchmark-rodinia-kmean_v2/sub_npoints_nclusters_nfeatures_standardized_norm-* - split: sub_npoints_nclusters_nfeatures_standardized_norm_seq path: benchmark-rodinia-kmean_v2/sub_npoints_nclusters_nfeatures_standardized_norm_seq-* - split: org_standardized path: benchmark-rodinia-kmean_v2/org_standardized-* - config_name: benchmark-rodinia-nn data_files: - split: sub_numRecords_lat_lng_standardized path: benchmark-rodinia-nn/sub_numRecords_lat_lng_standardized-* - split: sub_numRecords path: benchmark-rodinia-nn/sub_numRecords-* - split: sub_numRecords_lat_lng path: benchmark-rodinia-nn/sub_numRecords_lat_lng-* - split: org path: benchmark-rodinia-nn/org-* - split: org_standardized_norm_seq path: benchmark-rodinia-nn/org_standardized_norm_seq-* - split: sub_numRecords_standardized_norm_seq path: benchmark-rodinia-nn/sub_numRecords_standardized_norm_seq-* - split: sub_numRecords_standardized path: benchmark-rodinia-nn/sub_numRecords_standardized-* - split: sub_numRecords_lat_lng_standardized_norm_seq path: benchmark-rodinia-nn/sub_numRecords_lat_lng_standardized_norm_seq-* - split: org_standardized path: benchmark-rodinia-nn/org_standardized-* - config_name: benchmark-shoc-bfs data_files: - split: standardized.jsonl path: benchmark-shoc-bfs/standardized.jsonl-* - config_name: benchmark-shoc-md data_files: - split: standardized.jsonl path: benchmark-shoc-md/standardized.jsonl-* - config_name: benchmark-shoc-reduction data_files: - split: standardized.jsonl path: benchmark-shoc-reduction/standardized.jsonl-* - config_name: benchmark-shoc-reduction_sub data_files: - split: standardized.jsonl path: benchmark-shoc-reduction_sub/standardized.jsonl-* - config_name: benchmark-shoc-scan data_files: - split: standardized.jsonl path: benchmark-shoc-scan/standardized.jsonl-* - config_name: benchmark-shoc-scan_bottom data_files: - split: standardized.jsonl path: benchmark-shoc-scan_bottom/standardized.jsonl-* - config_name: benchmark-shoc-scan_reduce data_files: - split: standardized.jsonl path: benchmark-shoc-scan_reduce/standardized.jsonl-* - config_name: benchmark-shoc-spmv data_files: - split: standardized.jsonl path: benchmark-shoc-spmv/standardized.jsonl-* - config_name: benchmark-shoc-spmv_csr_scalar_kernel data_files: - split: standardized.jsonl path: benchmark-shoc-spmv_csr_scalar_kernel/standardized.jsonl-* - config_name: benchmark-shoc-spmv_csr_vector_kernel data_files: - split: standardized.jsonl path: benchmark-shoc-spmv_csr_vector_kernel/standardized.jsonl-* - config_name: benchmark-shoc-spmv_ellpackr_kernel data_files: - split: standardized.jsonl path: benchmark-shoc-spmv_ellpackr_kernel/standardized.jsonl-* - config_name: benchmark-shoc-triad 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: 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 second version dataset continued from the first that fix the imbalanced data problem. 3. **github-400k**: a third version dataset continued from the second 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 have balanced data. 5. **benchmark-[]**: benchmarks for LLMs performance on Perfomance Modeling task.