20221019_2238 | my_vae Workspace – Weights & Biases

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Kimsehun725's group workspace

Group: 20221019_2238

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Tags

Notes

Author

State

Finished

Start time

October 19th, 2022 4:42:03 PM

Runtime

37m 12s

Tracked hours

37m 5s

Run path

kimsehun725/my_vae/f7is2qs9

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:{} 18 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

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 10 keys
- epoch:
  191
- ▶
  graph_11:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_11_summary_fdf1e905fb1c4a7beac7.graph.json"
  - sha256:
    "fdf1e905fb1c4a7beac7fe8ccd46c0bf26abb8372ef8212446e4d0f850147137"
  - size:
    6,682
- lr-RAdam:
  0.00015625
- train/loss:
  0.028933921828866005
- trainer/global_step:
  1,535
- val/f1:
  0.8709331750869751
- val/loss:
  0.020722882822155952
- val/precision:
  0.8464025259017944
- val/recall:
  0.8969444632530212
- val/tdr:
  0.9941826462745668

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

run-f7is2qs9-history:v0

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