moritzm00

Moritzm00's group workspace

Group: MNIST

1-6

of 6

Tags

Notes

Author

moritzm00

State

Finished

Start time

January 24th, 2023 12:28:43 PM

Runtime

8m 12s

Tracked hours

Run path

moritzm00/drcomp/dabx35rc

Linux-5.4.0-122-generic-x86_64-with-glibc2.31

Python version

3.9.13

Git repository

git clone https://github.com/MoritzM00/drcomp.git

Git state

git checkout -b "CAE" fa9c0643c7c101e65044be640364fd97297f12b5

Command

/usr/local/bin/drcomp -m evaluate=True max_evaluation_samples=15000 dataset=FER2013,ICMR,OlivettiFaces,SwissRoll,TwinPeaks,FashionMNIST,MNIST reducer=CAE use_pretrained=False wandb.project=drcomp wandb.group=dataset wandb.name=reducer

System Hardware

CPU count	8
Logical CPU count	8
GPU count	1
GPU type	NVIDIA RTX A4000

W&B CLI Version

0.13.9

Group

MNIST

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 18 keys
- _skip_:
  false
- ▶
  available_datasets:[] 10 items
- ▶
  available_reducers:[] 6 items
- data_dir:
  "data"
- ▶
  dataset:{} 6 keys
- evaluate:
  true
- figures_dir:
  "figures"
- log_dir:
  "logs"
- max_evaluation_samples:
  15,000
- max_n_neighbors:
  100
- metrics_dir:
  "metrics"
- model_dir:
  "models"
- ▶
  preprocessor:{} 1 key
  - _target_:
    "sklearn.preprocessing.StandardScaler"
- ▶
  reducer:{} 14 keys
- root_dir:
  "."
- use_gpu:
  true
- use_pretrained:
  false
- ▶
  wandb:{} 4 keys
  - group:
    "MNIST"
  - mode:
    "online"
  - name:
    "CAE"
  - project:
    "drcomp"

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 10 keys
- continuity_table:
  "table-file"
- dur:
  10.506359815597534
- lcmc_table:
  "table-file"
- Max LCMC:
  0.2580860945692597
- Mean Continuity:
  0.9675806231481516
- Mean Trustworthiness:
  0.8856904658606723
- train_loss:
  0.768757383108139
- training time (s):
  403.7425181865692
- trustworthiness_table:
  "table-file"
- valid_loss:
  0.7152406573295593

This run produced these artifacts as outputs. Total: 4. Learn more

run_table

run-dabx35rc-trustworthiness_table:v0

run_table

run-dabx35rc-continuity_table:v0

run_table

run-dabx35rc-lcmc_table:v0

wandb-history

run-dabx35rc-history:v0