| { |
| "clean_rows": 495257, |
| "configs": { |
| "full": { |
| "config_name": "full", |
| "files": { |
| "test": "full/test.jsonl", |
| "train": "full/train.jsonl", |
| "validation": "full/validation.jsonl" |
| }, |
| "measurements_retained": [ |
| "val_accuracy", |
| "flops", |
| "params" |
| ], |
| "split_counts": { |
| "test": 10000, |
| "train": 475257, |
| "validation": 10000 |
| }, |
| "split_space_counts": { |
| "test": { |
| "Amoeba": 101, |
| "DARTS": 101, |
| "DARTS_fix-w-d": 101, |
| "DARTS_lr-wd": 94, |
| "ENAS": 100, |
| "ENAS_fix-w-d": 100, |
| "Hiaml": 93, |
| "Inception": 12, |
| "NASBench101": 8554, |
| "NASBench201": 315, |
| "NASNet": 98, |
| "PNAS": 100, |
| "PNAS_fix-w-d": 92, |
| "TwoPath": 139 |
| }, |
| "train": { |
| "Amoeba": 4775, |
| "DARTS": 4790, |
| "DARTS_fix-w-d": 4797, |
| "DARTS_lr-wd": 4467, |
| "ENAS": 4750, |
| "ENAS_fix-w-d": 4775, |
| "Hiaml": 4443, |
| "Inception": 556, |
| "NASBench101": 406516, |
| "NASBench201": 14995, |
| "NASNet": 4641, |
| "PNAS": 4775, |
| "PNAS_fix-w-d": 4365, |
| "TwoPath": 6612 |
| }, |
| "validation": { |
| "Amoeba": 101, |
| "DARTS": 101, |
| "DARTS_fix-w-d": 101, |
| "DARTS_lr-wd": 94, |
| "ENAS": 100, |
| "ENAS_fix-w-d": 100, |
| "Hiaml": 93, |
| "Inception": 12, |
| "NASBench101": 8554, |
| "NASBench201": 315, |
| "NASNet": 98, |
| "PNAS": 100, |
| "PNAS_fix-w-d": 92, |
| "TwoPath": 139 |
| } |
| }, |
| "targets_predicted": [ |
| "val_accuracy", |
| "flops" |
| ] |
| }, |
| "subset_10k": { |
| "config_name": "subset_10k", |
| "files": { |
| "test": "subset_10k/test.jsonl", |
| "train": "subset_10k/train.jsonl", |
| "validation": "subset_10k/validation.jsonl" |
| }, |
| "measurements_retained": [ |
| "val_accuracy", |
| "flops", |
| "params" |
| ], |
| "split_counts": { |
| "test": 1000, |
| "train": 10000, |
| "validation": 1000 |
| }, |
| "split_space_counts": { |
| "test": { |
| "Amoeba": 10, |
| "DARTS": 10, |
| "DARTS_fix-w-d": 10, |
| "DARTS_lr-wd": 10, |
| "ENAS": 10, |
| "ENAS_fix-w-d": 10, |
| "Hiaml": 9, |
| "Inception": 1, |
| "NASBench101": 855, |
| "NASBench201": 32, |
| "NASNet": 10, |
| "PNAS": 10, |
| "PNAS_fix-w-d": 9, |
| "TwoPath": 14 |
| }, |
| "train": { |
| "Amoeba": 100, |
| "DARTS": 101, |
| "DARTS_fix-w-d": 101, |
| "DARTS_lr-wd": 94, |
| "ENAS": 100, |
| "ENAS_fix-w-d": 100, |
| "Hiaml": 93, |
| "Inception": 12, |
| "NASBench101": 8554, |
| "NASBench201": 316, |
| "NASNet": 98, |
| "PNAS": 100, |
| "PNAS_fix-w-d": 92, |
| "TwoPath": 139 |
| }, |
| "validation": { |
| "Amoeba": 10, |
| "DARTS": 10, |
| "DARTS_fix-w-d": 10, |
| "DARTS_lr-wd": 10, |
| "ENAS": 10, |
| "ENAS_fix-w-d": 10, |
| "Hiaml": 9, |
| "Inception": 1, |
| "NASBench101": 855, |
| "NASBench201": 32, |
| "NASNet": 10, |
| "PNAS": 10, |
| "PNAS_fix-w-d": 9, |
| "TwoPath": 14 |
| } |
| }, |
| "targets_predicted": [ |
| "val_accuracy", |
| "flops" |
| ] |
| } |
| }, |
| "dataset_family": "GraphArch", |
| "host": "huggingface", |
| "measurement_descriptions": { |
| "flops": "Floating-point operation count for the architecture.", |
| "params": "Number of trainable parameters in the architecture.", |
| "val_accuracy": "Validation accuracy reported for the neural architecture." |
| }, |
| "measurements_retained": [ |
| "val_accuracy", |
| "flops", |
| "params" |
| ], |
| "metadata_policy": "Original zero-cost-proxy metadata is excluded from staged rows to avoid target leakage.", |
| "namespace": "Samsoup", |
| "repo_name": "GraphArch", |
| "source_file": "/home/samsoup/Work/phd-writing-hub/projects/MO-RELISH/data/grapharch_regression/data.parquet", |
| "split_names": [ |
| "train", |
| "validation", |
| "test" |
| ], |
| "split_policy": "Strict-clean rows only; full config uses 10,000 validation and 10,000 test rows stratified by search space, with all remaining rows assigned to training.", |
| "split_seed": "mo-relish-grapharch-v1", |
| "target_descriptions": { |
| "flops": "Floating-point operation count for the architecture.", |
| "val_accuracy": "Validation accuracy reported for the neural architecture." |
| }, |
| "targets_predicted": [ |
| "val_accuracy", |
| "flops" |
| ] |
| } |
|
|
