Moritzm00's workspace
Runs
70
Name
54 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
architecture
augment
batch_size
decay_rate
decay_steps
early_stopping_mode
early_stopping_monitor
early_stopping_patience
epochs
initial_learning_rate
loss
lr_schedule
optimizer
random_flip
random_rotation
random_translation
random_zoom
resize_and_rescale
augment.active
augment.factors.random_brightness
augment.factors.random_flip
augment.factors.random_rotation
augment.factors.random_translation
augment_gpu
callbacks.ckpt_filepath
callbacks.early_stopping_patience
callbacks.model_ckpt
callbacks.monitor
callbacks.use_wandb
callbacks.visualize_predictions
callbacks.with_wandb_ckpt
ckpt_dir
data_dir
dataset.channels
dataset.img_size
dataset.name
dataset.path
finetune_whole_model
log_dir
lr_schedule.stage_1._target_
lr_schedule.stage_1.decay_rate
lr_schedule.stage_1.decay_steps
lr_schedule.stage_1.initial_learning_rate
Finished
moritzm00
3d 23h 13m 35s
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true
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horizontal
0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
28.75
false
val_mae
true
false
false
ckpts
data
3
200
UTKFace
data/UTKFace/
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logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.004
Finished
moritzm00
SENet50
59m 43s
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true
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horizontal
0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
5
false
val_mae
true
false
false
ckpts
data
3
[200,200]
UTKFace
data/UTKFace/
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logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.004
Killed
moritzm00
SENet50
22m 15s
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horizontal
0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
100
false
val_mae
true
false
false
ckpts
data
3
[200,200]
UTKFace
data/UTKFace/
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logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.004
Finished
moritzm00
SENet50
22m 36s
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0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
5
false
val_mae
true
false
false
ckpts
data
3
[200,200]
UTKFace
data/UTKFace/
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logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.004
Finished
moritzm00
SENet50
10m 2s
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0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
5
false
val_mae
true
false
false
ckpts
data
3
[200,200]
UTKFace
data/UTKFace/
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logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.004
Finished
moritzm00
7m 34s
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0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
10
false
val_mae
true
false
false
ckpts
data
3
200
UTKFace
data/UTKFace/
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logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.004
Crashed
moritzm00
2d 26m 45s
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[false,true]
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horizontal
0.1
0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
5
false
val_mae
true
false
false
ckpts
data
3
200
UTKFace
data/UTKFace/
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logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.0033333
Finished
moritzm00
48m 19s
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true
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horizontal
0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
5
false
val_mae
true
false
false
ckpts
data
3
200
UTKFace
data/UTKFace/
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logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.004
Finished
moritzm00
27m 37s
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0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
5
false
val_mae
true
false
false
ckpts
data
3
200
UTKFace
data/UTKFace/
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logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.004
Failed
moritzm00
11d 20h 26m 30s
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[false,true]
0.1
horizontal
0.12632
0.1
-
ckpts/model-{epoch:02d}-{val_mae:.2f}
6.57895
false
val_mae
true
[false,true]
false
ckpts
data
3
200
UTKFace
data/UTKFace/
false
logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.0022632
Failed
moritzm00
6d 4h 56m 27s
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[false,true]
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horizontal
0.1
0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
5
false
val_mae
true
[false,true]
false
ckpts
data
3
200
UTKFace
data/UTKFace/
-
logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.0015
Finished
moritzm00
50m 15s
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horizontal
0.1
0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
5
false
val_mae
true
true
false
ckpts
data
3
200
UTKFace
data/UTKFace/
-
logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.001
Finished
moritzm00
3h 19m 28s
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0.1
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ckpts/model-{epoch:02d}-{val_mae:.2f}
5
false
val_mae
true
true
false
ckpts
data
3
200
UTKFace
data/UTKFace/
-
logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.001
Crashed
moritzm00
7d 1h 34m 9s
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EfficientNetV2B0
[false,true]
32
0.96
100000
min
val_mae
5
62.5
0.001
mean_absolute_error
ExponentialDecay
Adam
horizontal
0.1125
0.1
-
false
[false,true]
0.1
horizontal
0.2
0.1
-
ckpts/model-{epoch:02d}-{val_mae:.2f}
5
true
val_mae
true
true
false
ckpts
data
3
200
UTKFace
data/UTKFace/
false
logs
tensorflow.keras.optimizers.schedules.ExponentialDecay
0.96
100000
0.001
Finished
moritzm00
1d 4h 15m 30s
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Simple CNN
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32
0.96
100000
min
["val_loss","val_mae"]
5
50
0.001
mean_absolute_error
ExponentialDecay
Adam
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0.15
0.1
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