20221012_191111 | my_vae Overview – Weights & Biases

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Kimsehun725's group workspace

Group: 20221012_191111

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Author

State

Crashed

Start time

October 12th, 2022 10:11:13 AM

Runtime

41m 15s

Tracked hours

41m 10s

Run path

kimsehun725/my_vae/1pcvjszu

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

20221012_191111

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:{} 8 keys
- epoch:
  120
- lr-RAdam:
  0.000625
- train/loss:
  0.0337650366127491
- trainer/global_step:
  3,751
- val/f1:
  0.7695674300193787
- val/loss:
  0.02930028736591339
- val/precision:
  0.8166199326515198
- val/recall:
  0.7279253005981445

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

run-1pcvjszu-history:v0

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