20221020_1454 | kimsehun725 Workspace – Weights & Biases

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Group: 20221020_1454

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Tags

Notes

Author

State

Finished

Start time

October 20th, 2022 6:06:06 AM

Runtime

1m 40s

Tracked hours

1m 33s

Run path

kimsehun725/my_vae/17spd6l2

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	80
GPU count	2
GPU type	Tesla V100-PCIE-32GB

W&B CLI Version

0.13.4

Group

Job Type

step3_tset03

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:
  15
- 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:{} 13 keys
- epoch:
  5
- ▶
  graph_7:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_7_summary_c5bf7bbfbb4c0535a808.graph.json"
  - sha256:
    "c5bf7bbfbb4c0535a808ca8ee977efb3528db86511c7239079b70b2c7c4cdfbf"
  - size:
    6,690
- lr-RAdam:
  0.005
- train/loss:
  0.08811720460653305
- trainer/global_step:
  96
- val/f1:
  0.2115789949893951
- val/loss:
  0.07887263596057892
- val/precision:
  0.4884423017501831
- val/recall:
  0.135427787899971
- val/sa_f1:
  0.3617706596851349
- val/sa_precision:
  0.8513730764389038
- val/sa_recall:
  0.23040693998336792
- val/tdr:
  0.8849856853485107

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

run-17spd6l2-history:v0

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