Datasets › Study data
Study data
Challenges in Migrating Imperative Deep Learning Programs to Graph Execution: An Empirical Study
File Descriptions
| File | Description |
|---|---|
commit_categorizations.csv |
Categorizations for the commits in our dataset. |
commits.csv |
Information for the commits in our dataset |
datasets.csv |
Contains the names and descriptions of our datasets. |
issue_categorizations.csv |
Categorizations for the chosen issues from our dataset. |
issues.csv |
Information for the issues in our dataset. |
pipeline_stages.csv |
DL pipeline stages and their respective descriptions. |
problem_categories.csv |
Problem categories and their respective descriptions. |
problem_causes.csv |
Problem causes and their respective descriptions. |
problem_fixes.csv |
Problem fixes and their respective descriptions. |
problem_symptoms.csv |
Problem symptoms and their respective descriptions. |
studied_subjects_commits.csv |
Project data for commits. |
studied_subjects_issues.csv |
Project data for issues. |
Column Descriptions
commit_categorizations.csv
| Column | Description |
|---|---|
tf.function related fix? |
TRUE when a bug fix related to tf.function was found and FALSE otherwise. If FALSE, subsequent column values will be blank. |
stage |
DL pipeline stage where the problem fix was found. |
issue_categorizations.csv
| Column | Description |
|---|---|
tf.function related problem? |
TRUE when a bug related to tf.function was found and FALSE otherwise. If FALSE, subsequent column values will be blank. |
stage |
DL pipeline stage where the problem was found. |
GH_id |
GitHub issue unique identifier. |
issues.csv
| Column | Description |
|---|---|
GH_id |
GitHub issue unique identifier. |
Benchmarks archive 2025-07-28
No leaderboard in the archive resolves to this dataset.
Papers archive 2025-07-28
No paper in the archive has a leaderboard row on this dataset; the archive counts 2 papers for it but never published that list.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
No task tagged in the archive.
License archive 2025-07-28
Creative Commons Attribution 4.0 International
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Study data
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections