Cadence-Detection | GraphMuse Workspace – Weights & Biases

Skip to main content

Melkisedeath's group workspace

Group: Cadence-Detection

test_acc_ps

test_acc_ks

4

-

-

4

-

-

4

-

-

3

-

-

3

-

-

4

-

-

1-6

of 6

Tags

Notes

Author

State

Finished

Start time

April 1st, 2024 9:35:40 PM

Runtime

2h 12m 9s

Tracked hours

2h 12m 2s

Run path

melkisedeath/GraphMuse/cds0hy6g

OS

Linux-4.15.0-213-generic-x86_64-with-glibc2.27

Python version

3.11.7

Git repository

git clone git@github.com:CPJKU/struttura.git

Git state

git checkout -b "HybridGNN_3x256-dropout=0.5-lr=0.001-wd=0.0005-fns=0.0" 8d24507c6b1a5b5691207f87874824583ebea7aa

Command

/share/hel/home/manos/codes/struttura/examples/Cadence Detection/cadence_detection.py --gpus 3 --model HybridGNN --seed 1 --use_wandb

System Hardware

CPU count	20
Logical CPU count	40
GPU count	4
GPU type	GeForce GTX 1080 Ti

W&B CLI Version

0.16.2

Group

Cadence-Detection

Job Type

HybridGNN-musical_sampling

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 39 keys
- augment_data:
  false
- batch_size:
  200
- collection:
  "all"
- compile:
  false
- dropout:
  0.5
- edge_feature_feedback:
  false
- feat_norm_scale:
  0
- force_reload:
  false
- gpus:
  "3"
- hidden_dim:
  256
- hybrid:
  true
- input_dim:
  53
- load_from_checkpoint:
  false
- lr:
  0.001
- ▶
  metadata:[] 2 items
  - ▶
    0:[] 3 items
    - 0:
      "note"
    - 1:
      "measure"
    - 2:
      "beat"
  - ▶
    1:[] 13 items
- model:
  "HybridGNN"
- n_epochs:
  100
- n_hidden:
  256
- n_layers:
  3
- no_pos_weight:
  false
- num_layers:
  3
- num_neighbors:
  5
- num_workers:
  10
- output_dim:
  4
- pitch_embedding:
  null
- raw_dir:
  null
- reg_loss_weight:
  0.1
- remove_beats:
  false
- remove_measures:
  false
- sampling:
  "musical"
- seed:
  1
- subgraph_size:
  500
- tags:
  ""
- use_jk:
  false
- use_metrical:
  false
- use_reledge:
  false
- use_wandb:
  true
- verbose:
  false
- weight_decay:
  0.0005

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 10 keys
- epoch:
  100
- test_acc:
  0.97707599401474
- test_f1:
  0.5777651071548462
- test_loss:
  0.4128463864326477
- train_f1:
  0.9931268692016602
- train_loss:
  0.37631338834762573
- trainer/global_step:
  4,100
- val_acc:
  0.979722797870636
- val_f1:
  0.5966352224349976
- val_loss:
  1.0539530515670776

This run consumed these artifacts as inputs. Learn more

job-git_github.com_CPJKU_struttura.git_examples_Cadence_Detection_cadence_detection.py:v10

Loading...

This run produced these artifacts as outputs. Total: 1. Learn more

run-cds0hy6g-history:v0

Loading...