ablation | melkisedeath Overview – Weights & Biases

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Melkisedeath's group workspace

Group: ablation

1-20

of 27

Tags

Notes

Author

State

Finished

Start time

April 4th, 2023 2:25:07 PM

Runtime

3h 32m 6s

Tracked hours

3h 31m 56s

Run path

melkisedeath/chord_rec/hzu7v794

OS

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

Command

chord_prediction.py --include_synth --mtl_norm GradNorm --gpus 0 --batch_size 100 --n_epochs 50 --n_hidden 256

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

Job Type

GradNorm

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 24 keys
- activation:
  "relu"
- device:
  0
- 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_gradnorm:
  true
- use_jk:
  false
- use_nade:
  false
- use_rotograd:
  false
- weight_decay:
  0.0035
- weight_loss:
  false

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 28 keys
- epoch:
  50
- global_step:
  3,949
- Test bass:
  0.7088708877563477
- Test Degree:
  0.6820530295372009
- Test Degree CSR:
  0.6843308806419373
- Test degree1:
  0.7382217049598694
- Test degree2:
  0.9044351577758788
- Test hrhythm:
  0.8574977517127991
- Test inversion:
  0.7212668061256409
- Test Inversion CSR:
  0.7677209973335266
- Test Key CSR:
  0.7929159998893738
- Test localkey:
  0.8074522614479065
- Test onset CSR:
  210.6138458251953
- Test pcset:
  0.7399287819862366
- Test quality:
  0.7559813857078552
- Test Quality CSR:
  0.7712647318840027
- Test Roman Numeral (Onset):
  0.443905770778656
- Test Roman Numeral Alt CSR:
  0.47210001945495605
- Test Roman Numeral CSR:
  0.4577736556529999
- Test romanNumeral:
  0.6134136319160461
- Test root:
  0.8144496083259583
- Test Root CSR:
  0.8382726311683655
- Test tonkey:
  0.8231948018074036
- Train RomNum:
  0.4910760223865509
- train_loss:
  2.8591692447662354
- trainer/global_step:
  3,950
- Val RomNum:
  0.4300595223903656
- val_loss:
  9.115461349487305

This run consumed these artifacts as inputs. Learn more

job-git_github.com_CPJKU_struttura.git_examples_Chord_Prediction_chord_prediction.py:v50

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

model-hzu7v794:v0

run-hzu7v794-history:v0

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