Balthazarneveu's workspace
Runs
24
Name
14 visualized
dice
model.name
model.n_params
loss
data_loader.batch_size.train
model.receptive_field
model.architecture.encoders
model.architecture.decoders
model.architecture.thickness
Tags
0.588
MicroConv
1645
dice_bce
128
[18,18]
-
-
-
latest
0.61967
StackedConvolutions
476935
dice_bce
128
[11,21]
-
-
-
latest
0.63618
VanillaConvolutionStack
260161
dice_bce
128
[11,11]
-
-
-
latest
0.64655
StackedConvolutions
476935
dice_bce
32
[11,21]
-
-
-
latest
0.67805
FlexibleUNET
25409
dice_bce
128
[81,81]
[4,2,1]
[1,2,4]
4
latest
0.70013
StackedConvolutions
1904135
dice_bce
32
[11,21]
-
-
-
latest
0.70016
UNet
775362
dice_bce
128
[27,27]
-
-
-
latest
0.70927
FlexibleUNET
219521
dice_bce
128
[45,45]
[4,2]
[2,4]
16
latest
0.73432
FlexibleUNET
101217
dice_bce
128
[81,81]
[4,2,1]
[1,2,4]
8
latest
0.73516
FlexibleUNET
404033
dice_bce
128
[81,81]
[4,2,1]
[1,2,4]
16
latest
0.76004
FlexibleUNET
404033
dice_bce
32
[81,81]
[4,2,1]
[1,2,4]
16
latest
0.76336
FlexibleUNET
576721
dice_bce
128
[73,73]
[2,1,1]
[2,1,1]
16
latest
0.77815
FlexibleUNET
1049921
dice_bce
128
[121,121]
[8,4,2]
[2,4,8]
16
latest
0.79077
FlexibleUNET
6454529
dice_bce
128
[81,81]
[4,2,1]
[1,2,4]
64
latest
State
Notes
User
Created
Runtime
Sweep
data_loader.batch_size.test
data_loader.batch_size.validation
id
model.architecture.ch_in
model.architecture.ch_out
model.architecture.h_dim
model.architecture.k_conv_h
model.architecture.k_conv_v
model.architecture.num_layers
model.architecture.residual
name
nb_epochs
optimizer.name
optimizer.parameters.lr
scheduler
scheduler_configuration.factor
scheduler_configuration.patience
data_loader.augmentation_list
model.architecture.bias
validation
model.architecture.bottleneck_depth
model.architecture.channels_extension
model.architecture.k_conv_ds
model.architecture.k_conv_us
model.architecture.padding
model.architecture.refinement_stage_depth
distillation
distillation_config.distillation_weight
distillation_config.temperature
teacher
accuracy
iou
lr
precision
recall
train
Finished
-
balthazarneveu
9m 41s
-
32
128
20
-
-
4
-
-
-
-
0020
100
Adam
0.001
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
-
0.35077
-
-
-
-
-
-
-
-
-
-
0.95375
0.49222
0.0008
0.63342
0.7634
0.35042
Finished
-
balthazarneveu
22m 25s
-
32
128
31
1
1
128
3
5
5
false
0031
100
Adam
0.0001
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
-
0.331
-
-
-
-
-
-
-
-
-
-
0.95691
0.52949
0.00008
0.65786
0.77951
0.32813
Finished
-
balthazarneveu
12m 57s
-
32
128
10
-
-
-
-
-
-
-
0010
100
Adam
0.001
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
-
0.30875
-
-
-
-
-
-
-
-
-
-
0.95969
0.54167
0.0008
0.65117
0.81724
0.30841
Finished
-
balthazarneveu
22m 50s
-
32
32
30
1
1
128
3
5
5
false
0030
100
Adam
0.0001
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
-
0.29496
-
-
-
-
-
-
-
-
-
-
0.96003
0.55394
0.0001
0.6466
0.84253
0.28976
Finished
-
balthazarneveu
14m 41s
-
32
128
51
-
-
-
-
-
-
-
0051
100
Adam
0.0005
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
true
0.25557
1
-
-
-
true
1
-
-
-
-
0.96244
0.5939
0.0004
0.65452
0.89742
0.23435
Finished
-
balthazarneveu
47m 34s
-
32
32
32
1
1
256
3
5
5
false
0032
100
Adam
0.0001
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
-
0.2721
-
-
-
-
-
-
-
-
-
-
0.96701
0.61302
0.00008
0.71764
0.82986
0.26005
Finished
-
balthazarneveu
15m 16s
-
32
128
40
1
1
-
-
-
2
-
0040
100
Adam
0.001
ReduceLROnPlateau
0.8
10
["h_roll","flip"]
-
0.26028
-
64
3
3
-
-
-
-
-
-
0.96547
0.6157
0.001
0.70053
0.85162
0.24675
Finished
-
balthazarneveu
23m 11s
-
32
128
52
-
-
-
-
-
-
-
0052
100
Adam
0.0005
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
true
0.23419
1
-
-
-
true
1
-
-
-
-
0.96819
0.62896
0.0002048
0.69585
0.89618
0.21061
Finished
-
balthazarneveu
17m
-
32
128
2000
-
-
-
-
-
-
-
2000
100
Adam
0.001
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
true
0.22963
1
-
-
-
true
1
-
-
-
-
0.96936
0.65547
0.00064
0.73076
0.88524
0.20871
Finished
-
balthazarneveu
24m 52s
-
32
128
50
-
-
-
-
-
-
-
0050
100
Adam
0.0005
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
true
0.22216
1
-
-
-
true
1
-
-
-
-
0.96896
0.65562
0.0004
0.70673
0.91778
0.19717
Finished
-
balthazarneveu
25m 55s
-
32
32
54
-
-
-
-
-
-
-
0054
100
Adam
0.0005
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
true
0.21062
1
-
-
-
true
1
-
-
-
-
0.97335
0.6841
0.0002048
0.75444
0.89823
0.18112
Finished
-
balthazarneveu
16m 38s
-
32
128
2001
-
-
-
-
-
-
-
2001
100
Adam
0.001
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
true
0.21987
1
-
-
-
true
1
-
-
-
-
0.97299
0.68608
0.000512
0.76506
0.8817
0.18919
Finished
-
balthazarneveu
38m 34s
-
32
128
55
-
-
-
-
-
-
-
0055
100
Adam
0.0005
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
true
0.2167
1
-
-
-
true
1
-
-
-
-
0.9734
0.70292
0.00032
0.76657
0.89964
0.18428
Finished
-
balthazarneveu
1h 17m 26s
-
32
128
53
-
-
-
-
-
-
-
0053
100
Adam
0.0005
ReduceLROnPlateau
0.8
5
["h_roll","flip"]
true
0.2154
1
-
-
-
true
1
-
-
-
-
0.97461
0.71692
0.0002048
0.78307
0.89735
0.16672
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