20221020_2018 | my_vae Workspace – Weights & Biases

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Kimsehun725's group workspace

Group: 20221020_2018

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Tags

Notes

Author

State

Finished

Start time

October 20th, 2022 2:50:36 PM

Runtime

42m 50s

Tracked hours

42m 45s

Run path

kimsehun725/my_vae/2og1cop6

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_155a0d4ff0fb080cc328.graph.json"
  - sha256:
    "155a0d4ff0fb080cc3286854ff96342f7eaf5bbdb11690ec569d316e8515ed72"
  - size:
    9,097
- lr-RAdam:
  0.00015625
- test/f1:
  0.7683804631233215
- test/loss:
  0.03826223313808441
- test/precision:
  0.759541392326355
- test/recall:
  0.7778282165527344
- test/sa_f1:
  0.829730212688446
- test/sa_precision:
  0.8202308416366577
- test/sa_recall:
  0.8398813605308533
- test/tdr:
  0.9149524569511414
- train/loss:
  0.014561875723302364
- trainer/global_step:
  1,536
- val/f1:
  0.9527592062950134
- val/loss:
  0.007654900662600994
- val/precision:
  0.939456045627594
- val/recall:
  0.9664664268493652
- val/sa_f1:
  0.9628360271453856
- val/sa_precision:
  0.949388027191162
- val/sa_recall:
  0.9766926765441896
- val/tdr:
  1.0022351741790771

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

run-2og1cop6-history:v0

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