melkisedeath

Melkisedeath's group workspace

Group: wir

1-3

of 3

Tags

Notes

Author

melkisedeath

State

Finished

Start time

March 23rd, 2023 11:47:02 AM

Runtime

43m 59s

Tracked hours

43m 52s

Run path

melkisedeath/chord_rec/hskxz9g5

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 "Post-Wloss-1x256-lr=0.0015-wd=0.0035-dr=0.44" 8d24507c6b1a5b5691207f87874824583ebea7aa

Command

post_process.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 wir --include_synth

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

wir

Job Type

PostProcess - data=v1.0.0

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 23 keys
- activation:
  "relu"
- device:
  2
- dropout:
  0.44
- frozen_model:
  null
- 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:{} 27 keys
- epoch:
  28
- Test bass:
  0.8011536002159119
- Test Degree:
  0.6988798975944519
- Test Degree CSR:
  0.7081923484802246
- Test degree1:
  0.7579528093338013
- Test degree2:
  0.936962366104126
- Test hrhythm:
  0.8740316033363342
- Test inversion:
  0.8085842132568359
- Test Inversion CSR:
  0.8291049599647522
- Test Key CSR:
  0.7945050597190857
- Test localkey:
  0.8068561553955078
- Test onset CSR:
  71.31944274902344
- Test pcset:
  0.7507941722869873
- Test quality:
  0.7568729519844055
- Test Quality CSR:
  0.7841681241989136
- Test Roman Numeral (Onset):
  0.5207573175430298
- Test Roman Numeral Alt CSR:
  0.5500472187995911
- Test Roman Numeral CSR:
  0.537442684173584
- Test romanNumeral:
  0.6376951932907104
- Test root:
  0.8393838405609131
- Test Root CSR:
  0.8667877912521362
- Test tonkey:
  0.8216710686683655
- Train RomNum:
  0.5950424671173096
- train_loss:
  5.486788749694824
- trainer/global_step:
  2,212
- Val RomNum:
  0.48445987701416016
- val_loss:
  10.073930740356444

This run consumed these artifacts as inputs. Learn more

job

job-git_github.com_CPJKU_struttura.git_examples_Chord_Prediction_post_process.py:v8

This run produced these artifacts as outputs. Total: 2. Learn more

model

model-hskxz9g5:v0

wandb-history

run-hskxz9g5-history:v0