Test run SRCNN+MSI on Truba about sentinel_traj_nn

[nagellette]

Model: UNET
Dataset: Montreal-small (4 MSI bands)
Batch size: 2
Batch count: 512x512
# epochs: 10
Epoch size: 1000
Cluster: Akya-cuda
# GPU: 1
# Cores: 10
Initial raw usage in seconds: 39644
Final raw usage in seconds: 85184

[nagellette]

Model: UNET
Dataset: Montreal-small (4 MSI bands)
Batch size: 2
Batch count: 512x512
# epochs: 10
Epoch size: 1000
Cluster: Akya-cuda
# GPU: 2
# Cores: 10
Initial raw usage in seconds: 85184
Final raw usage in seconds: 133344

[nagellette]

Model: UNET
Dataset: Montreal-small (4 MSI bands)
Batch size: 2
Batch count: 1024x1024
# epochs: 10
Epoch size: 1000
Cluster: Akya-cuda
# GPU: 1
# Cores: 10
Initial raw usage in seconds: 133344
Final raw usage in seconds: 292374

[nagellette]

Model: UNET
Dataset: Montreal-small (4 MSI bands)
Batch size: 2
Batch count: 1024x1024
# epochs: 10
Epoch size: 1000
Cluster: Akya-cuda
# GPU: 2
# Cores: 10
Initial raw usage in seconds: 292374
Final raw usage in seconds: 452974

[nagellette]

Model: UNET
Dataset: Montreal-small (4 MSI bands)
Batch size: 4
Batch count: 512x512
# epochs: 10
Epoch size: 1000
Cluster: Akya-cuda
# GPU: 4
# Cores: 10
Initial raw usage in seconds: 455314
Final raw usage in seconds: 537754

[nagellette]

Model: UNET
Dataset: Montreal-small (4 MSI bands)
Batch size: 4
Batch count: 512x512
# epochs: 10
Epoch size: 1000
Cluster: Akya-cuda
# GPU: 4
# Cores: 10
Initial raw usage in seconds: 650340
Final raw usage in seconds: 733020

[nagellette]

Model: UNET
Dataset: Montreal-small (4 MSI bands + 3 GPS)
Batch size: 4
Batch count: 512x512
# epochs: 10
Epoch size: 1000
Cluster: Akya-cuda
# GPU: 4
# Cores: 10
Initial raw usage in seconds: 733020
Final raw usage in seconds: 839800

[nagellette]

Model: UNET
Dataset: Montreal-small (4 MSI bands)
Batch size: 2
Batch count: 512x512
# epochs: 10
Epoch size: 2000
Cluster: Akya-cuda
# GPU: 1
# Cores: 10
Initial raw usage in seconds: 839800
Final raw usage in seconds: 927380

[nagellette]

Model: UNET
Dataset: Montreal-small (4 MSI bands)
Batch size: 2
Batch count: 1024x1024
# epochs: 10
Epoch size: 2000
Cluster: Akya-cuda
# GPU: 1
# Cores: 10
Initial raw usage in seconds: 1108100
Final raw usage in seconds: 1431260

[nagellette]

Model: SRCNN+UNET
Dataset: Montreal-small (4 MSI bands)
Batch size: 1
Batch count: 1024x1024
# epochs: 40
Epoch size: 2000
Cluster: Akya-cuda
# GPU: 4
# Cores: 10
Initial raw usage in seconds: 1433434
Final raw usage in seconds: N/A