Ayush-thakur's group workspace
Group: Spatial-Target-Clip-Mixup
Name
4 visualized
Job Type: train
Job Type: train
4
State
Notes
User
Tags
Created
Runtime
Sweep
architecture
batch_size
epochs
group
img_height
img_width
infra
learning_rate
model_name
num_folds
num_labels
seed
train_val_split
wandb_kernel
Val AUC-ROC
auc
best_epoch
best_val_loss
epoch
loss
val_auc
val_loss
Finished
Train EfficientNetB0 by stacking all the target spectrograms spatially
ayush-thakur
37m 37s
-
CNN
64
100
Spatial-Target-Clip-Mixup
224
224
GCP
0.001
EffNetB0
5
1
42
0.2
true
0.97977
0.96374
14
0.17227
19
0.40192
0.98292
0.1778
Finished
Train EfficientNetB0 by stacking all the target spectrograms spatially
ayush-thakur
effnetb0
full-channel
mixup
11m 34s
-
CNN
64
100
Spatial-Target-Clip-Mixup
224
224
GCP
0.001
EffNetB0
5
1
42
0.2
true
0.97944
0.96211
13
0.17124
18
0.4149
0.98223
0.18057
Finished
Train EfficientNetB0 by stacking all the target spectrograms spatially
ayush-thakur
effnetb0
full-channel
mixup
10m 47s
-
CNN
64
100
Spatial-Target-Clip-Mixup
224
224
GCP
0.001
EffNetB0
5
1
42
0.2
true
0.98115
0.96316
12
0.1762
17
0.4012
0.98481
0.18088
Finished
Train EfficientNetB0 by stacking all the target spectrograms spatially
ayush-thakur
effnetb0
full-channel
mixup
13m 41s
-
CNN
64
100
Spatial-Target-Clip-Mixup
224
224
GCP
0.001
EffNetB0
5
1
42
0.2
true
0.9787
0.96597
17
0.16936
22
0.38964
0.98172
0.17194
Finished
Train EfficientNetB0 by stacking all the target spectrograms spatially
ayush-thakur
effnetb0
full-channel
mixup
1m 22s
-
CNN
64
100
Spatial-Target-Clip-Mixup
224
224
GCP
0.001
EffNetB0
5
1
42
0.2
true
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