melkisedeath

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Tags

Notes

Author

melkisedeath

State

Finished

Start time

April 13th, 2023 4:22:12 PM

Runtime

38m 17s

Tracked hours

38m 8s

Run path

melkisedeath/chord_rec/ajmslwku

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

Command

post_process.py --include_synth --gpus 0 --batch_size 150 --n_hidden 256 --dropout 0.5 --weight_decay 0.005 --lr 0.0016 --data_version latest --num_tasks 14 --use_ckpt melkisedeath/chord_rec/model-32g6yv1d: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

all

Job Type

PostProcess - data=latest

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 26 keys
- activation:
  "relu"
- device:
  0
- dropout:
  0.5
- frozen_model:
  null
- in_feats:
  83
- lr:
  0.0016
- n_hidden:
  256
- n_layers:
  1
- tasks/alto:
  35
- 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/soprano:
  35
- tasks/tenor:
  35
- tasks/tonkey:
  38
- use_jk:
  false
- use_nade:
  false
- use_rotograd:
  false
- weight_decay:
  0.005

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 30 keys
- epoch:
  29
- Test alto:
  0.7039779424667358
- Test bass:
  0.7490333318710327
- Test Degree:
  0.7018358111381531
- Test Degree CSR:
  0.703516960144043
- Test degree1:
  0.7529231905937195
- Test degree2:
  0.9052398800849916
- Test hrhythm:
  0.4284878671169281
- Test inversion:
  0.765349268913269
- Test Inversion CSR:
  0.8114579319953918
- Test Key CSR:
  0.8122425079345703
- Test localkey:
  0.840965211391449
- Test onset CSR:
  210.6138458251953
- Test pcset:
  0.756533682346344
- Test quality:
  0.7784822583198547
- Test Quality CSR:
  0.797050416469574
- Test Roman Numeral (Onset):
  0.518886148929596
- Test Roman Numeral Alt CSR:
  0.544627845287323
- Test Roman Numeral CSR:
  0.5406628251075745
- Test romanNumeral:
  0.6940814852714539
- Test root:
  0.8273366689682007
- Test Root CSR:
  0.8504385948181152
- Test soprano:
  0.7540913224220276
- Test tenor:
  0.7291091680526733
- Test tonkey:
  0.8424943685531616
- Train RomNum:
  0.3552667498588562
- train_loss:
  9.907881736755373
- trainer/global_step:
  2,726
- Val RomNum:
  0.496484637260437
- val_loss:
  11.274596214294434

This run consumed these artifacts as inputs. Learn more

model

model-32g6yv1d:v0

job

job-git_github.com_CPJKU_struttura.git_examples_Chord_Prediction_post_process.py:v9

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

model

model-ajmslwku:v0

wandb-history

run-ajmslwku-history:v0