melkisedeath

Melkisedeath's group workspace

Group: bps

1-5

of 5

Tags

Notes

Author

melkisedeath

State

Finished

Start time

April 11th, 2023 9:15:11 AM

Runtime

1m 34s

Tracked hours

1m 22s

Run path

melkisedeath/chord_rec/673zusgy

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=0.0016-wd=0.005-dr=0.5" 8d24507c6b1a5b5691207f87874824583ebea7aa

Command

chord_prediction.py --include_synth --gpus 2 --batch_size 75 --n_epochs 100 --n_hidden 256 --dropout 0.5 --weight_decay 0.005 --lr 0.0016 --collection bps --use_ckpt melkisedeath/chord_rec/model-zmphecl0:v0

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

bps

Job Type

data=v1.0.0

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 24 keys
- activation:
  "relu"
- device:
  2
- dropout:
  0.5
- in_feats:
  83
- lr:
  0.0016
- 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_gradnorm:
  false
- use_jk:
  false
- use_nade:
  false
- use_rotograd:
  false
- weight_decay:
  0.005
- weight_loss:
  true

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 23 keys
- epoch:
  100
- Test bass:
  0.7414404153823853
- Test Degree:
  0.7073639631271362
- Test Degree CSR:
  0.7010149359703064
- Test degree1:
  0.7826408743858337
- Test degree2:
  0.919209122657776
- Test hrhythm:
  0.8796525001525879
- Test inversion:
  0.7145177125930786
- Test Inversion CSR:
  0.7513431906700134
- Test Key CSR:
  0.780533492565155
- Test localkey:
  0.823418915271759
- Test onset CSR:
  442.25
- Test pcset:
  0.7899971604347229
- Test quality:
  0.7927119135856628
- Test Quality CSR:
  0.7694041132926941
- Test Roman Numeral (Onset):
  0.46699458360672
- Test Roman Numeral Alt CSR:
  0.47826412320137024
- Test Roman Numeral CSR:
  0.4628103375434875
- Test romanNumeral:
  0.6843748092651367
- Test root:
  0.8578494191169739
- Test Root CSR:
  0.8386673331260681
- Test tonkey:
  0.8464178442955017
- trainer/global_step:
  10,500

This run consumed these artifacts as inputs. Learn more

job

job-git_github.com_CPJKU_struttura.git_examples_Chord_Prediction_chord_prediction.py:v52

model

model-zmphecl0:v0

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

wandb-history

run-673zusgy-history:v0