cnnrnn-hptuned-run-2-offset | thesis Workspace – Weights & Biases

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Group: cnnrnn-hptuned-run-2-offset

1-1

of 1

Tags

Notes

Author

State

Crashed

Start time

May 5th, 2021 12:18:55 PM

Runtime

44m 43s

Tracked hours

4m 9s

Run path

nbvanting/thesis/3nybwfzy

OS

Linux-4.19.112+-x86_64-with-Ubuntu-18.04-bionic

Python version

3.7.10

Command

CNNGRU.ipynb

System Hardware

CPU count	2
GPU count	1
GPU type	Tesla T4

W&B CLI Version

0.10.29

Group

cnnrnn-hptuned-run-2-offset

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 19 keys
- activation_cnn:
  "relu"
- activation_gru:
  "tanh"
- batch_size:
  240
- cnn_layer_size_1:
  64
- cnn_layer_size_2:
  176
- cnn_layer_size_3:
  248
- dataset:
  "kolding"
- dropout:
  0.024
- epochs:
  100
- gru_layer_size_1:
  56
- gru_layer_size_2:
  128
- gru_layer_size_3:
  144
- learning_rate:
  0.03515
- lookback:
  744
- momentum:
  0.9
- num_cnn_layers:
  2
- num_features:
  9
- num_gru_layers:
  2
- optimizer:
  "sgd"

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 11 keys
- best_epoch:
  23
- best_val_loss:
  0.1419292539358139
- epoch:
  33
- ▶
  graph:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_summary_f56b9cef.graph.json"
  - sha256:
    "f56b9cef38ba8de3e0de1731d7b0f90c0fe07ff10e24377df03686172e551e58"
  - size:
    2,077
- loss:
  0.04758758097887039
- lr:
  0.008787499740719795
- mae:
  0.1677236706018448
- mape:
  202.4604034423828
- val_loss:
  0.15821482241153717
- val_mae:
  0.311661034822464
- val_mape:
  249.5398101806641

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

run-3nybwfzy-history:v0

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