Lossless Training Speed Up by Unbiased Dynamic Data Pruning
active 2024-01-18 → 2026-03-05 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 778 days from 2024-01-18 to 2026-03-05. Pushes: 18 total, peak 6 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 20 total, peak 2 in a day. Comments: 26 total, peak 5 in a day. Stars: 223 total, peak 40 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| henryqin1997 | 41 | 16 | 0 | 18 |
| tiandunx | 4 | 2 | 0 | 1 |
| crisych | 3 | 0 | 0 | 2 |
| iangiu | 2 | 0 | 0 | 1 |
| yuzhobotianzhiyu | 2 | 0 | 0 | 1 |
| Buenobarbie | 2 | 0 | 0 | 1 |
| cfk4563 | 1 | 0 | 0 | 0 |
| Yeez-lee | 1 | 0 | 0 | 1 |
| pengzhangzhi | 1 | 0 | 0 | 0 |
| Tong-Jin01 | 1 | 0 | 0 | 0 |
| Feng-Hong | 1 | 0 | 0 | 0 |
| zero0kiriyu | 1 | 0 | 0 | 0 |
| MyFirst905 | 1 | 0 | 0 | 0 |
| skykiseki | 1 | 0 | 0 | 0 |
| CKK-coder | 1 | 0 | 0 | 0 |
| ViniFukase | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue#29Tong-Jin012025-06-17 03:32InfoBatch for image retrieval？
- Issue comment#28yuzhobotianzhiyu2025-05-21 08:53about runner iter
- Issue#28yuzhobotianzhiyu2025-05-21 08:13about runner iter
- Issue comment#27henryqin19972025-05-13 06:48Error running cifar_example.py with InfoBatch
- Issue comment#27Buenobarbie2025-05-05 22:53Error running cifar_example.py with InfoBatch
- Issue comment#14henryqin19972025-05-05 09:35Experiments on Diffusion
- Issue comment#27ViniFukase2025-04-21 21:37Error running cifar_example.py with InfoBatch
- Issue#27Buenobarbie2025-04-15 00:47Error running cifar_example.py with InfoBatch
- Issue comment#26henryqin19972024-10-24 10:18he computed loss is a tensor value, but when updating, an error occurs.
- Issue#26cfk45632024-10-11 10:05he computed loss is a tensor value, but when updating, an error occurs.
- Issue comment#22iangiu2024-09-06 02:19A question about inserting the module into yolov5
- Issue comment#22henryqin19972024-09-05 13:09A question about inserting the module into yolov5
- Issue comment#24henryqin19972024-09-05 13:07Some questions If I plug it into yolov8 and use it,pls
- Issue#25henryqin19972024-08-30 08:54Some questions about infobatch at epoch0
- Issue comment#25henryqin19972024-07-21 17:50Some questions about infobatch at epoch0
- Issue comment#24henryqin19972024-07-21 17:23Some questions If I plug it into yolov8 and use it,pls
- Issue comment#24crisych2024-07-12 08:17Some questions If I plug it into yolov8 and use it,pls
- Issue#25CKK-coder2024-07-02 11:40Some questions about infobatch at epoch0
- Issue comment#24crisych2024-07-01 08:35Some questions If I plug it into yolov8 and use it,pls
- Issue comment#24henryqin19972024-07-01 08:15Some questions If I plug it into yolov8 and use it,pls
- Issue#24crisych2024-06-29 07:36Some questions If I plug it into yolov8 and use it,pls
- Issue comment#20henryqin19972024-06-11 07:58Segmentation fault (core dumped)
- Issue#20henryqin19972024-06-11 07:58Segmentation fault (core dumped)
- Issue#23henryqin19972024-06-06 09:47Experiment on ImageNet
- Issue comment#23henryqin19972024-06-06 09:47Experiment on ImageNet
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 223 stars here means stars gained during the window, not the repo's star count.