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| process_data: | |
| cmd: python3 src/code/make_dataset.py src/data/raw/nyu_depth_v2_labeled.mat src/data/raw/splits.mat | |
| src/data/processed | |
| deps: | |
| - path: src/code/make_dataset.py | |
| md5: e069c7323c9be16baedd8f988375e145 | |
| size: 5256 | |
| - path: src/data/raw/nyu_depth_v2_labeled.mat | |
| md5: 520609c519fba3ba5ac58c8fefcc3530 | |
| size: 2972037809 | |
| - path: src/data/raw/splits.mat | |
| md5: 08e3c3aea27130ac7c01ffd739a4535f | |
| size: 2626 | |
| outs: | |
| - path: src/data/processed/ | |
| md5: 9a1f43f46e8b1c387532e994e721d57d.dir | |
| size: 197717291 | |
| nfiles: 2898 | |
| train: | |
| cmd: python3 src/code/training.py src/data/processed/train | |
| deps: | |
| - path: src/code/custom_data_loading.py | |
| md5: c94ea029ed76ca94bb1ad4c1655e5e68 | |
| size: 1916 | |
| - path: src/code/params.yml | |
| md5: 2263ca2167c1bb4b0f53a9aedb5f238e | |
| size: 217 | |
| - path: src/code/training.py | |
| md5: e3dff7f4b59e4ebf818d7631d3e6803a | |
| size: 1683 | |
| - path: src/data/processed/train | |
| md5: 9956d748dcadc3abadd1ff966a6e2b92.dir | |
| size: 109120921 | |
| nfiles: 1590 | |
| outs: | |
| - path: logs/train_metrics.csv | |
| md5: 437a06e6c6c5b4f6eec5e546c1ce6930 | |
| size: 103916 | |
| - path: logs/train_params.yml | |
| md5: e06e92ac0f3ac1d367c22a10c28cccf9 | |
| size: 886 | |
| - path: src/models/ | |
| md5: fab42526c433987e0e6370db31a1869d.dir | |
| size: 494927196 | |
| nfiles: 1 | |
| eval: | |
| cmd: python3 src/code/eval.py src/data/processed/test | |
| deps: | |
| - path: src/code/custom_data_loading.py | |
| md5: c94ea029ed76ca94bb1ad4c1655e5e68 | |
| size: 1916 | |
| - path: src/code/eval.py | |
| md5: fcc66ed80bb4466ab0438f556acd125c | |
| size: 1775 | |
| - path: src/code/eval_metric_calculation.py | |
| md5: 2fc866e1107042a996087d5716d44bf0 | |
| size: 2999 | |
| - path: src/code/params.yml | |
| md5: 2263ca2167c1bb4b0f53a9aedb5f238e | |
| size: 217 | |
| - path: src/data/processed/test | |
| md5: bcccd66f3f561b53ba97c89a558c08a0.dir | |
| size: 88596370 | |
| nfiles: 1308 | |
| - path: src/models/model.pth | |
| md5: 2fd77305fd779eefd11e307ee3f201d7 | |
| size: 494927196 | |
| outs: | |
| - path: logs/test_metrics.csv | |
| md5: 0add355c58eb4dfa1ae7e28e47750d33 | |
| size: 340 | |