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dvc.lock
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schema: '2.0'
stages:
train:
cmd: python code/3_train_multitask_transformer.py
deps:
- path: brick/selfies_property_val_tokenizer/
hash: md5
md5: eacb612169dffdc6d0571dbbf59bf6e2.dir
size: 83833
nfiles: 2
- path: code/3_train_multitask_transformer.py
hash: md5
md5: 59c4d5122c09e1cac0848b776b73d144
size: 7696
- path: data/processed/
hash: md5
md5: d6ff665df72e217c5ece373f8574fb77.dir
size: 30783005052
nfiles: 805
- path: data/tensordataset/
hash: md5
md5: c99d9c8a08821fdc0e16a1817f5c8578.dir
size: 138747790269
nfiles: 418
outs:
- path: brick/moe
hash: md5
md5: c19daf13715ded4e538e83a478143e0e.dir
size: 116879082
nfiles: 3
build_tensordataset:
cmd: python code/2_build_tensordataset.py
deps:
- path: code/2_build_tensordataset.py
hash: md5
md5: e31dec81c75e3c7f2c7197503d55d6aa
size: 4914
- path: data/processed/
hash: md5
md5: d6ff665df72e217c5ece373f8574fb77.dir
size: 30783005052
nfiles: 805
outs:
- path: brick/selfies_property_val_tokenizer/
hash: md5
md5: eacb612169dffdc6d0571dbbf59bf6e2.dir
size: 83833
nfiles: 2
- path: data/tensordataset/
hash: md5
md5: c99d9c8a08821fdc0e16a1817f5c8578.dir
size: 138747790269
nfiles: 418
sqlite:
cmd: python code/6_build_sqlite.py
deps:
- path: code/6_build_sqlite.py
hash: md5
md5: 7c5d4001b25218edc93d8531206b746e
size: 5633
outs:
- path: brick/cvae.sqlite
hash: md5
md5: 5749650558c339136c0b6494e7ae677d
size: 8787746816
preprocess:
cmd: python code/1_preprocess.py
deps:
- path: code/1_preprocess.py
hash: md5
md5: 0d2d01f7af376a61996a7b3a8dbf2fca
size: 4572
outs:
- path: data/processed/
hash: md5
md5: d6ff665df72e217c5ece373f8574fb77.dir
size: 30783005052
nfiles: 805
evaluate:
cmd: python code/5_1_eval_multi_properties.py
deps:
- path: brick/moe
hash: md5
md5: c19daf13715ded4e538e83a478143e0e.dir
size: 116879082
nfiles: 3
- path: brick/selfies_property_val_tokenizer/
hash: md5
md5: eacb612169dffdc6d0571dbbf59bf6e2.dir
size: 83833
nfiles: 2
- path: code/5_1_eval_multi_properties.py
hash: md5
md5: d2a058527b7a6e79f82e234e27390c95
size: 6468
- path: data/tensordataset/multitask_tensors/hld
hash: md5
md5: 6578f0cc324e5e063345e1360a914eb3.dir
size: 2401697746
nfiles: 67
outs:
- path: data/metrics/multitask_metrics.csv
hash: md5
md5: 1b874436e7707939bf498a965ed93844
size: 983424
- path: data/metrics/multitask_predictions.csv
hash: md5
md5: 4085f715b465e5dc9635d73d53c04e06
size: 16824987411