melkisedeath

Melkisedeath's group workspace

Group: tavern

1-2

of 2

Tags

Notes

Author

melkisedeath

State

Finished

Start time

March 23rd, 2023 11:33:39 AM

Runtime

1m 1s

Tracked hours

55s

Run path

melkisedeath/chord_rec/ydw3hz3j

Linux-4.15.0-202-generic-x86_64-with-glibc2.17

Python version

3.8.13

Git repository

git clone git@github.com:CPJKU/struttura.git

Git state

git checkout -b "Wloss-1x256-lr=0.0015-wd=0.0035-dr=0.44" 8d24507c6b1a5b5691207f87874824583ebea7aa

Command

chord_prediction.py --n_hidden 256 --n_layers 1 --num_tasks 11 --use_ckpt melkisedeath/chord_sweep/model-t573lqbv:v0 --gpus 2 --lr 0.0015 --weight_decay 0.0035 --dropout 0.44 --collection tavern

System Hardware

CPU count	20
Logical CPU count	40
GPU count	4
GPU type	GeForce GTX 1080 Ti

W&B CLI Version

0.13.9

Group

tavern

Job Type

data=v1.0.0

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 22 keys
- activation:
  "relu"
- device:
  2
- dropout:
  0.44
- in_feats:
  83
- lr:
  0.0015
- n_hidden:
  256
- n_layers:
  1
- tasks/bass:
  35
- tasks/degree1:
  22
- tasks/degree2:
  22
- tasks/hrhythm:
  2
- tasks/inversion:
  4
- tasks/localkey:
  35
- tasks/pcset:
  94
- tasks/quality:
  16
- tasks/romanNumeral:
  76
- tasks/root:
  35
- tasks/tonkey:
  35
- use_jk:
  false
- use_nade:
  false
- use_rotograd:
  false
- weight_decay:
  0.0035

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 23 keys
- epoch:
  92
- Test bass:
  0.7412576079368591
- Test Degree:
  0.7503634095191956
- Test Degree CSR:
  0.7434703707695007
- Test degree1:
  0.7631303668022156
- Test degree2:
  0.9047887325286864
- Test hrhythm:
  0.8643783926963806
- Test inversion:
  0.793890118598938
- Test Inversion CSR:
  0.7860240936279297
- Test Key CSR:
  0.8954800367355347
- Test localkey:
  0.8883660435676575
- Test onset CSR:
  298.6875
- Test pcset:
  0.7557470202445984
- Test quality:
  0.7865788340568542
- Test Quality CSR:
  0.7776362299919128
- Test Roman Numeral (Onset):
  0.5526208281517029
- Test Roman Numeral Alt CSR:
  0.5570866465568542
- Test Roman Numeral CSR:
  0.5423659086227417
- Test romanNumeral:
  0.6715303063392639
- Test root:
  0.8103790283203125
- Test Root CSR:
  0.8135749101638794
- Test tonkey:
  0.8535555601119995
- trainer/global_step:
  9,660

This run consumed these artifacts as inputs. Learn more

job

job-git_github.com_CPJKU_struttura.git_examples_Chord_Prediction_chord_prediction.py:v39

This run produced these artifacts as outputs. Learn more

wandb-history

run-ydw3hz3j-history:v0