melkisedeath

Melkisedeath's group workspace

Group: PostProcess

1-4

of 4

Tags

data_latest

Author

melkisedeath

State

Finished

Start time

March 14th, 2023 8:22:45 AM

Runtime

1h 11s

Tracked hours

1h 2s

Run path

melkisedeath/chord_rec/9jmiinx5

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=0.001-wd=0.0005-dr=0.2" 8d24507c6b1a5b5691207f87874824583ebea7aa

Command

post_process.py --data_version latest --n_hidden 256 --use_ckpt melkisedeath/chord_rec/model-kt41kfim:v0 --batch_size 100

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

PostProcess

Job Type

PostProcess

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 23 keys
- activation:
  "relu"
- device:
  0
- dropout:
  0.2
- frozen_model:
  null
- in_feats:
  83
- lr:
  0.001
- n_hidden:
  256
- n_layers:
  1
- tasks/bass:
  35
- tasks/degree1:
  22
- tasks/degree2:
  22
- tasks/hrhythm:
  7
- tasks/inversion:
  4
- tasks/localkey:
  38
- tasks/pcset:
  121
- tasks/quality:
  11
- tasks/romanNumeral:
  31
- tasks/root:
  35
- tasks/tonkey:
  38
- use_jk:
  false
- use_nade:
  false
- use_rotograd:
  false
- weight_decay:
  0.0005

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 22 keys
- epoch:
  16
- Test bass:
  0.7315194010734558
- Test Degree:
  0.7281705141067505
- Test degree1:
  0.747990608215332
- Test degree2:
  0.9121774435043336
- Test Epoch Roman Numeral Time Step Accuracy:
  0.47696712613105774
- Test Epoch RomNum:
  0.49039286375045776
- Test hrhythm:
  0.5124998092651367
- Test inversion:
  0.7420595288276672
- Test localkey:
  0.8256117105484009
- Test pcset:
  0.7607448101043701
- Test quality:
  0.7841326594352722
- Test Roman Numeral Time Step Accuracy:
  0.5546344518661499
- Test romanNumeral:
  0.691878616809845
- Test RomNum:
  0.560692310333252
- Test root:
  0.82863849401474
- Test tonkey:
  0.8406339883804321
- Train RomNum:
  0.44367989897727966
- train_loss:
  4.558351993560791
- trainer/global_step:
  2,176
- Val RomNum:
  0.47058823704719543
- val_loss:
  9.108814239501951

This run consumed these artifacts as inputs. Learn more

model

model-kt41kfim:v0

job

job-git_github.com_CPJKU_struttura.git_examples_Chord_Prediction_post_process.py:v4

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

model

model-9jmiinx5:v0

wandb-history

run-9jmiinx5-history:v0