cnnrnn-sweep-3 | thesis Overview – Weights & Biases

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Group: cnnrnn-sweep-3

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Notes

Author

State

Crashed

Start time

May 4th, 2021 8:35:59 PM

Sweep

Runtime

3m 8s

Tracked hours

2m 54s

Run path

nbvanting/thesis/3amfhamu

OS

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

Python version

3.7.10

Command

Thesis - Sweep Run.ipynb

System Hardware

CPU count	2
GPU count	1
GPU type	Tesla K80

W&B CLI Version

0.10.29

Group

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 19 keys
- activation_cnn:
  "relu"
- activation_gru:
  "tanh"
- batch_size:
  111
- cnn_layer_size_1:
  84
- cnn_layer_size_2:
  44
- cnn_layer_size_3:
  248
- dataset:
  "kolding"
- dropout:
  0.1023530311129641
- epochs:
  25
- gru_layer_size_1:
  50
- gru_layer_size_2:
  143
- gru_layer_size_3:
  167
- learning_rate:
  0.011163166459295652
- lookback:
  744
- momentum:
  0.5844744978532905
- num_cnn_layers:
  2
- num_features:
  9
- num_gru_layers:
  2
- optimizer:
  "sgd"

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 10 keys
- best_epoch:
  9
- best_val_loss:
  0.3535729944705963
- epoch:
  9
- ▶
  graph:{} 4 keys
  - _type:
    "graph-file"
  - path:
    "media/graph/graph_summary_2470b290.graph.json"
  - sha256:
    "2470b2901559319b5bd77ad5d73709bb32284b2f751e822e2f909b2207094963"
  - size:
    2,074
- loss:
  0.3039807379245758
- mae:
  0.43242520093917847
- mape:
  623.1195068359375
- val_loss:
  0.3535729944705963
- val_mae:
  0.48542386293411255
- val_mape:
  194.6755218505859

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

run-3amfhamu-history:v0

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