20221020_1510 | my_vae Overview – Weights & Biases

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Kimsehun725's group workspace

Group: 20221020_1510

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Tags

Notes

Author

State

Finished

Start time

October 20th, 2022 9:50:52 AM

Runtime

45m 48s

Tracked hours

45m 42s

Run path

kimsehun725/my_vae/37vuxc2k

OS

Linux-3.10.0-1062.9.1.el7.x86_64-x86_64-with-glibc2.29

Python version

3.8.10

Command

src/train.py

System Hardware

CPU count	40
GPU count	4
GPU type	Tesla V100-SXM2-32GB

W&B CLI Version

0.13.4

Group

Job Type

step3_tset05

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 20 keys
- args/baseline:
  false
- args/baseline_epochs:
  192
- args/baseline_lr:
  0.005
- args/bins_per_octave:
  24
- args/classifier_epochs:
  64
- args/classifier_lr:
  0.005
- args/down_sampling_rate:
  22,050
- args/estimator_feature_type:
  "cqt"
- args/estimator_normalize_input:
  false
- args/hop_length:
  512
- args/lr:
  0.005
- args/n_bins:
  192
- args/pretrain_feature_type:
  "db_cqt"
- args/pretrain_lr:
  0.05
- args/pretrain_normalize_input:
  true
- args/step2_epochs:
  200
- args/step3_epochs:
  192
- args/train_ratio:
  0.9
- ▶
  train_data_list:[] 990 items
- ▶
  valid_data_list:[] 110 items

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 21 keys
- epoch:
  192
- ▶
  graph_11:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_11_summary_e9c5725fca21f31caf9e.graph.json"
  - sha256:
    "e9c5725fca21f31caf9e99fad5c3d92d785a7d7c0d275ada5d177535f0b88e33"
  - size:
    6,682
- lr-RAdam:
  0.00015625
- test/f1:
  0.7631277441978455
- test/loss:
  0.029839543625712395
- test/precision:
  0.7464532852172852
- test/recall:
  0.7807998061180115
- test/sa_f1:
  0.8336867094039917
- test/sa_precision:
  0.815367579460144
- test/sa_recall:
  0.8531008958816528
- test/tdr:
  0.909693717956543
- train/loss:
  0.0228657778352499
- trainer/global_step:
  3,072
- val/f1:
  0.8870724439620972
- val/loss:
  0.016732176765799522
- val/precision:
  0.8618796467781067
- val/recall:
  0.9138619899749756
- val/sa_f1:
  0.9063791036605836
- val/sa_precision:
  0.8806521892547607
- val/sa_recall:
  0.9337358474731444
- val/tdr:
  0.9964579343795776

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

run-37vuxc2k-history:v0

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