20221014_2157 | my_vae Workspace – Weights & Biases

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Kimsehun725's group workspace

Group: 20221014_2157

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Tags

Notes

Author

State

Crashed

Start time

October 14th, 2022 12:57:47 PM

Runtime

18m 39s

Tracked hours

18m 15s

Run path

kimsehun725/my_vae/vahjmf0h

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_tset00

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 14 keys
- args/baseline:
  false
- args/baseline_epochs:
  192
- args/baseline_lr:
  0.005
- args/bins_per_octave:
  24
- args/down_sampling_rate:
  22,050
- args/estimator_feature_type:
  "cqt"
- args/hop_length:
  512
- args/lr:
  0.005
- args/n_bins:
  192
- args/pretrain_feature_type:
  "cqt"
- args/pretrain_lr:
  0.001
- args/step2_epochs:
  64
- args/step3_epochs:
  192
- args/train_ratio:
  0.9

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 9 keys
- epoch:
  99
- ▶
  graph_1:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_1_summary_93ec17100e3b3511ee26.graph.json"
  - sha256:
    "93ec17100e3b3511ee26fb6590b61629e477e632fb01fcfe185c83b8f75194f2"
  - size:
    6,682
- lr-RAdam:
  0.000625
- train/loss:
  0.03691358864307403
- trainer/global_step:
  800
- val/f1:
  0.7655031085014343
- val/loss:
  0.026800449937582016
- val/precision:
  0.7794691324234009
- val/recall:
  0.7520424723625183

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

run-vahjmf0h-history:v0

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