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