melkisedeath

Melkisedeath's group workspace

Group: Pitch-Spelling

test_acc_ps

test_acc_ks

0.95195

0.68693

0.95639

0.64347

0.94895

0.6929

0.93576

0.43727

0.95436

0.72632

0.95434

0.69183

0.95525

0.73204

0.95413

0.75072

0.9514

0.70304

0.95668

0.75396

0.94805

0.69899

0.95141

0.69098

0.94353

0.71693

0.954

0.70705

0.94326

0.68099

0.95395

0.695

1-7

of 7

Tags

Notes

Author

melkisedeath

State

Finished

Start time

April 1st, 2024 9:37:02 PM

Runtime

6m 27s

Tracked hours

6m 19s

Run path

melkisedeath/GraphMuse/covy69nh

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 "GraphSAGE_3x256-dropout=0.5-lr=0.001-wd=0.0005-fns=0.0" 8d24507c6b1a5b5691207f87874824583ebea7aa

Command

/share/hel/home/manos/codes/struttura/examples/Pitch Spelling/pitch_spelling.py --model GraphSAGE --gpu 1 --use_wandb --seed 1

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

Pitch-Spelling

Job Type

GraphSAGE_neighbor

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 35 keys
- augment_data:
  false
- batch_size:
  300
- collection:
  "musescore_pop"
- compile:
  false
- dropout:
  0.5
- edge_feature_feedback:
  false
- feat_norm_scale:
  0
- force_reload:
  false
- gpus:
  "1"
- hybrid:
  false
- in_feats:
  23
- load_from_checkpoint:
  false
- lr:
  0.001
- ▶
  metadata:[] 2 items
  - ▶
    0:[] 1 item
    - 0:
      "note"
  - ▶
    1:[] 7 items
- model:
  "GraphSAGE"
- n_epochs:
  100
- n_hidden:
  256
- n_layers:
  3
- no_pos_weight:
  false
- num_neighbors:
  3
- num_workers:
  10
- pitch_embedding:
  null
- remove_beats:
  true
- remove_measures:
  true
- remove_neighbors:
  false
- sampling:
  "neighbor"
- seed:
  1
- subgraph_size:
  300
- 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:{} 15 keys
- epoch:
  100
- test_acc_ks:
  0.4495451748371124
- test_acc_ps:
  0.935973346233368
- test_f1_ks:
  0.07438960671424866
- test_f1_ps:
  0.6787400245666504
- test_loss:
  1.871761441230774
- train_acc_ks:
  0.5256752967834473
- train_acc_ps:
  0.9168999791145324
- train_loss:
  1.864433765411377
- trainer/global_step:
  600
- val_acc_ks:
  0.31818509101867676
- val_acc_ps:
  0.899228572845459
- val_f1_ks:
  0.10835067927837372
- val_f1_ps:
  0.6309016942977905
- val_loss:
  2.4172887802124023

This run consumed these artifacts as inputs. Learn more

job

job-git_github.com_CPJKU_struttura.git_examples_Pitch_Spelling_pitch_spelling.py:v16

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

wandb-history

run-covy69nh-history:v0