test | melkisedeath Overview – Weights & Biases

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Melkisedeath's group workspace

Group: test

1-1

of 1

Tags

Notes

Our model on the Full Test set without during edges.

Author

State

Finished

Start time

February 7th, 2023 12:54:54 PM

Runtime

1h 51m 21s

Tracked hours

1h 51m 10s

Run path

melkisedeath/chord_rec/z24vci98

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 "vital-bush-21" 8d24507c6b1a5b5691207f87874824583ebea7aa

Command

chord_prediction.py --n_layers 1

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

test

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 21 keys
- activation:
  "relu"
- dropout:
  0.2
- in_feats:
  23
- lr:
  0.001
- n_hidden:
  128
- 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
- weight_decay:
  0.0005

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 26 keys
- alto Test:
  0.6374241709709167
- bass Test:
  0.6751642227172852
- degree1 Test:
  0.7158616781234741
- degree2 Test:
  0.9085862040519714
- epoch:
  31
- hrhythm Test:
  0.4898854196071625
- inversion Test:
  0.6981920003890991
- localkey Test:
  0.8046162724494934
- pcset Test:
  0.745105504989624
- quality Test:
  0.7623812556266785
- romanNumeral Test:
  0.6583367586135864
- root Test:
  0.7962865233421326
- soprano Test:
  0.6889261603355408
- tenor Test:
  0.6538400053977966
- Test AltRomNum:
  0.6477862000465393
- Test Degree:
  0.7362359166145325
- Test RomNum:
  0.5508543848991394
- Test SatRomNum:
  0.5739515423774719
- tonkey Test:
  0.8082575798034668
- Train RomNum:
  0.6906417608261108
- train_loss:
  6.623531818389893
- trainer/global_step:
  25,544
- Val AltRomNum:
  0.6160616278648376
- Val RomNum:
  0.51317298412323
- Val SatRomNum:
  0.5340253114700317
- val_loss:
  9.314295768737791

This run consumed these artifacts as inputs. Learn more

job-git_github.com_CPJKU_struttura.git_examples_Chord_Prediction_chord_prediction.py:v0

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This run produced these artifacts as outputs. Learn more

model-z24vci98:v0

run-z24vci98-history:v0

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