wulfdewolf

Wulfdewolf's group workspace

Group: signal-unfreezing-until-12-IOY6UP

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of 1

Tags

Notes

Author

wulfdewolf

State

Finished

Start time

May 23rd, 2022 5:26:52 AM

Runtime

2h 42m 10s

Tracked hours

2h 42m 8s

Run path

wulfdewolf/lpt-for-eeg/3qwkzi53

Linux-3.10.0-1160.49.1.el7.x86_64-x86_64-with-glibc2.2.5

Python version

3.8.6

Git repository

git clone git@github.com:wulfdewolf/lpt-for-eeg.git

Git state

git checkout -b "test-subject-9" 72ee4c121804b77906fbd5feb7532c406e3fd6f5

Command

run.py --cluster /data/brussel/102/vsc10248 --wandb --name signal-unfreezing-from-12 --pretrained-transformer --batch-size 64 --epochs 32 --learning-rate 0.0004 --freeze-ff --freeze-attn --freeze-between 12 12

System Hardware

CPU count	32
GPU count	1
GPU type	NVIDIA A100-PCIE-40GB

Group

signal-unfreezing-until-12-IOY6UP

Job Type

YRPYL8

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 16 keys
- cluster:
  "/data/brussel/102/vsc10248"
- data:
  "time-series"
- features:
  false
- freeze_attn:
  true
- ▶
  freeze_between:[] 2 items
  - 0:
    12
  - 1:
    12
- freeze_ff:
  true
- freeze_ln:
  false
- freeze_lower:
  12
- freeze_pos:
  false
- freeze_upper:
  12
- ▶
  hyperparams:{} 6 keys
- name:
  "signal-unfreezing-until-12"
- optimise:
  null
- pretrained_transformer:
  true
- run_type:
  "YRPYL8"
- wandb:
  true

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 6 keys
- Test Accuracy:
  0.40104166666666663
- Test Loss:
  4.391149679819743
- Train Accuracy:
  0.9693335062240706
- Train Loss:
  0.09068064160956098
- Validation Accuracy:
  0.4079861111111112
- Validation Loss:
  5.371258364783392

This run produced these artifacts as outputs. Total: 1. Learn more

wandb-history

run-3qwkzi53-history:v0