melkisedeath

Melkisedeath's group workspace

Group: abc

1-2

of 2

Tags

Notes

Author

melkisedeath

State

Finished

Start time

March 23rd, 2023 11:35:45 AM

Runtime

1m 30s

Tracked hours

1m 24s

Run path

melkisedeath/chord_rec/z4oqhsgq

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 abc

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

abc

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:
  0.7322590351104736
- Test Degree:
  0.7008548974990845
- Test Degree CSR:
  0.6935883164405823
- Test degree1:
  0.7367097735404968
- Test degree2:
  0.9131706357002258
- Test hrhythm:
  0.8247413635253906
- Test inversion:
  0.7543355822563171
- Test Inversion CSR:
  0.7669886350631714
- Test Key CSR:
  0.8163439035415649
- Test localkey:
  0.8217965364456177
- Test onset CSR:
  373.75
- Test pcset:
  0.7285776138305664
- Test quality:
  0.7577695846557617
- Test Quality CSR:
  0.7846101522445679
- Test Roman Numeral (Onset):
  0.4679924547672272
- Test Roman Numeral Alt CSR:
  0.4839320182800293
- Test Roman Numeral CSR:
  0.4705359935760498
- Test romanNumeral:
  0.6265219449996948
- Test root:
  0.7852352857589722
- Test Root CSR:
  0.813575267791748
- Test tonkey:
  0.8176201581954956
- 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. Total: 1. Learn more

wandb-history

run-z4oqhsgq-history:v0