vocsep

Fosfrancesco's group workspace

Group: Roman Numeral Analysis

test_f1

1-20

of 73

Tags

Notes

Author

melkisedeath

State

Finished

Start time

January 5th, 2024 3:15:30 PM

Runtime

1h 13m 23s

Tracked hours

1h 9m 51s

Run path

vocsep/MusGConv/j2msx8f6

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

Python version

3.9.18

Git repository

git clone git@github.com:manoskary/MusGConv.git

Git state

git checkout -b "MusGConv-2x128-lr=0.0015-wd=0.0035-dr=0.44" 24696d3a9746ad8ccd25692e58824162fc9b5aa1

Command

/share/hel/home/manos/codes/MusGConv/experiments/chord_prediction.py --gpus 1 --use_wandb --wandb_entity vocsep --model MusGConv --use_reledge --aggregation mul --seed 30

System Hardware

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

W&B CLI Version

0.15.11

Group

Roman Numeral Analysis

Job Type

MusGConv-woPE-wEF-woSEF-woEE-noCat

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 37 keys
- activation:
  "relu"
- aggregation:
  "mul"
- batch_size:
  150
- collection:
  "all"
- conv_block:
  "MusGConv"
- data_version:
  "v1.0.0"
- dropout:
  0.44
- force_reload:
  false
- gpus:
  "1"
- in_feats:
  69
- include_synth:
  true
- label_smoothing:
  0.1
- lr:
  0.0015
- model:
  "MusGConv"
- mtl_norm:
  "none"
- n_epochs:
  100
- n_hidden:
  128
- n_layers:
  2
- num_tasks:
  11
- num_workers:
  20
- pitch_embedding:
  null
- predict:
  false
- return_edge_emb:
  false
- seed:
  30
- stack_convs:
  false
- ▶
  tasks:{} 11 keys
- transpose:
  true
- use_ckpt:
  null
- use_jk:
  false
- use_metrical:
  false
- use_nade:
  false
- use_reledge:
  true
- use_signed_features:
  false
- use_wandb:
  true
- wandb_entity:
  "vocsep"
- weight_decay:
  0.0035
- weight_loss:
  true

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 28 keys
- epoch:
  100
- global_step:
  4,299
- Test bass:
  0.5860968828201294
- Test Degree:
  0.6021172404289246
- Test Degree CSR:
  0.5964550971984863
- Test degree1:
  0.6734522581100464
- Test degree2:
  0.8945980668067932
- Test hrhythm:
  0.8066888451576233
- Test inversion:
  0.6885133981704712
- Test Inversion CSR:
  0.6813614964485168
- Test Key CSR:
  0.7276367545127869
- Test localkey:
  0.8092328906059265
- Test onset CSR:
  210.6138458251953
- Test pcset:
  0.6293783187866211
- Test quality:
  0.6627706289291382
- Test Quality CSR:
  0.6484012603759766
- Test Roman Numeral (Onset):
  0.30681994557380676
- Test Roman Numeral Alt CSR:
  0.3355283737182617
- Test Roman Numeral CSR:
  0.31226950883865356
- Test romanNumeral:
  0.5315941572189331
- Test root:
  0.741750180721283
- Test Root CSR:
  0.7468991279602051
- Test tonkey:
  0.7899122834205627
- Train RomNum:
  0.388964980840683
- train_loss:
  13.03908920288086
- trainer/global_step:
  4,300
- Val RomNum:
  0.387723833322525
- val_loss:
  10.62447452545166

This run consumed these artifacts as inputs. Learn more

job

job-git_github.com_manoskary_MusGConv.git_experiments_chord_prediction.py:v7

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

model

model-j2msx8f6:v0

wandb-history

run-j2msx8f6-history:v0