FT-Transformer (ISE) downsampled

["--trials=10","--seed=42","--model=fttransformer","--dataset=fbv/thesis/ise_supervised_log_standardized_clipped:latest","--features=ml","--pretrain"]

["--trials=10","--seed=42","--model=fttransformer","--dataset=fbv/thesis/ise_supervised_log_standardized_clipped:latest","--features=classical","--pretrain"]

[]

["--trials=10","--seed=42","--model=fttransformer","--dataset=fbv/thesis/ise_supervised_log_standardized_clipped:latest","--features=ml"]

["--trials=10","--seed=42","--model=fttransformer","--dataset=fbv/thesis/ise_supervised_log_standardized_clipped:latest","--features=classical-size"]

["--trials=10","--seed=42","--model=fttransformer","--dataset=fbv/thesis/ise_supervised_log_standardized_clipped:latest","--features=classical"]

"src/otc/models/train_model.py"

"src/otc/models/train_model.py"

"src/otc/models/train_model.py"

"src/otc/models/train_model.py"

"src/otc/models/train_model.py"

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{"remote":"https://github.com/KarelZe/thesis.git","commit":"4ff60c6fd2a0fde07cc62223d877f26ce8f681f2","__typename":"GitInfo"}

{"remote":"https://github.com/KarelZe/thesis.git","commit":"4ff60c6fd2a0fde07cc62223d877f26ce8f681f2","__typename":"GitInfo"}

NVIDIA RTX A6000

NVIDIA RTX A6000

Tesla V100-SXM2-32GB

NVIDIA RTX A6000

NVIDIA RTX A6000

NVIDIA RTX A6000

1

1

1

1

1

1

Linux-5.4.0-131-generic-x86_64-with-glibc2.29

Linux-5.4.0-146-generic-x86_64-with-glibc2.29

Linux-4.18.0-372.46.1.el8_6.x86_64-x86_64-with-glibc2.28

Linux-5.4.0-139-generic-x86_64-with-glibc2.29

Linux-5.15.0-50-generic-x86_64-with-glibc2.29

Linux-5.15.0-50-generic-x86_64-with-glibc2.29

src/otc/models/train_model.py

src/otc/models/train_model.py

<python with no main file>

src/otc/models/train_model.py

src/otc/models/train_model.py

src/otc/models/train_model.py

3.8.10

3.8.10

3.9.7

3.8.10

3.8.10

3.8.10

16m 10s

2d 2h 9m 3s

22h 38m 3s

18m 31s

1d 6h 38m 48s

22h 15m 39s

14h 31m 7s

11h 35m 13s

16h 13m 40s

7h 30m 49s

6h 35m 9s

-

["MAXIMIZE"]

["MAXIMIZE"]

-

["MAXIMIZE"]

["MAXIMIZE"]

["MAXIMIZE"]

["MAXIMIZE"]

["MAXIMIZE"]

["MAXIMIZE"]

["MAXIMIZE"]

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torch.nn.modules.normalization.LayerNorm

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