moritzm00

Moritzm00's group workspace

Group: FashionMNIST

1-6

of 6

Tags

Notes

Author

moritzm00

State

Finished

Start time

January 28th, 2023 4:29:09 PM

Runtime

3m 42s

Tracked hours

3m 32s

Run path

moritzm00/drcomp/zbncqmd6

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 "AE" 450aeafc891da6c488b14e48059c1387dce44927

Command

/usr/local/bin/drcomp -m evaluate=True max_evaluation_samples=15000 dataset=FashionMNIST reducer=AE 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

FashionMNIST

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:{} 12 keys
- root_dir:
  "."
- use_gpu:
  true
- use_pretrained:
  false
- ▶
  wandb:{} 4 keys
  - group:
    "FashionMNIST"
  - mode:
    "online"
  - name:
    "AE"
  - project:
    "drcomp"

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 10 keys
- continuity_table:
  "table-file"
- dur:
  1.5555522441864014
- lcmc_table:
  "table-file"
- Max LCMC:
  0.5927857412123693
- Mean Continuity:
  0.9967628282597144
- Mean Trustworthiness:
  0.9912542028103796
- train_loss:
  0.6022569298744201
- training time (s):
  121.14436149597168
- trustworthiness_table:
  "table-file"
- valid_loss:
  0.6351536795298258

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

run_table

run-zbncqmd6-trustworthiness_table:v0

run_table

run-zbncqmd6-continuity_table:v0

run_table

run-zbncqmd6-lcmc_table:v0

wandb-history

run-zbncqmd6-history:v0