Saish's workspace
Runs
51
Name
51 visualized
State
Notes
User
Created
Runtime
activation
batch_size
epochs
hlayer_size
initializer
l_rate
loss
n_hlayers
optimizer
epoch
hidden_layer_size
n_hidden_layers
test_acc
train_acc
train_loss
val_acc
val_loss
Finished
-
saish
14m 21s
relu
32
5
128
random
0.001
cross_entropy
5
nadam
5
128
5
87.76
92.09815
0.20951
88.41667
0.33944
Finished
-
saish
11m 20s
relu
64
10
64
random
0.001
cross_entropy
3
adam
10
64
3
87.44
91.14815
0.24145
88.33333
0.32678
Finished
-
saish
10m 15s
relu
32
5
128
random
0.001
squared_error
5
nadam
5
128
5
87.27
91.84444
8.40447
88.23333
8.36649
Finished
-
saish
13m 27s
tanh
32
5
128
xavier
0.001
cross_entropy
3
sgd
5
128
3
86.96
91.30741
0.23904
88.16667
0.33874
Finished
-
saish
12m 17s
relu
32
5
128
xavier
0.0001
cross_entropy
5
mgd
5
128
5
86.92
91.40185
0.23494
88.1
0.33929
Finished
-
saish
22m 35s
relu
16
10
128
xavier
0.0001
cross_entropy
4
rmsprop
10
128
4
87.47
92.83148
0.20369
88.06667
0.39986
Finished
-
saish
9m 16s
relu
16
10
32
random
0.001
cross_entropy
3
nadam
10
32
3
86.8
89.88704
0.27626
87.95
0.34582
Finished
-
saish
7m 13s
relu
16
5
64
xavier
0.0001
cross_entropy
4
nag
5
64
4
87.05
90.70741
0.25081
87.93333
0.35071
Finished
-
saish
24m 28s
tanh
64
10
128
xavier
0.0001
squared_error
4
mgd
10
128
4
86.52
90.76852
8.12178
87.61667
8.08637
Finished
-
saish
7m 23s
relu
64
5
64
xavier
0.001
squared_error
5
adam
5
64
5
86.93
89.65926
8.22334
87.41667
8.19976
Finished
-
saish
12m 51s
sigmoid
16
10
64
xavier
0.0001
cross_entropy
3
nag
10
64
3
86.26
90.27222
0.274
87.33333
0.34945
Failed
-
saish
7m 24s
tanh
32
5
64
random
0.001
squared_error
3
rmsprop
5
64
3
86.27
90.04444
8.25606
87.03333
8.21062
Finished
-
saish
25m 28s
tanh
64
10
128
xavier
0.0001
cross_entropy
5
nadam
9
128
5
-
88.39444
0.32853
86.75
0.36202
Finished
-
saish
22m 26s
tanh
16
10
64
xavier
0.0001
cross_entropy
5
adam
10
64
5
86.13
88.53519
0.32401
86.51667
0.37093
Finished
-
saish
16m 38s
tanh
64
5
128
xavier
0.0001
squared_error
5
adam
5
128
5
85.17
87.5463
7.85312
86.33333
7.82767
Failed
-
saish
7m 39s
tanh
64
5
32
xavier
0.001
cross_entropy
5
nadam
5
32
5
85.92
89.16852
0.30952
86.13333
0.37485
Finished
-
saish
14m 45s
tanh
32
10
32
random
0.0001
cross_entropy
5
mgd
10
32
5
85.07
89.20556
0.30375
85.88333
0.41385
Finished
-
saish
10m 24s
relu
64
5
128
xavier
0.0001
squared_error
4
adam
5
128
4
85.07
86.87037
7.91874
85.73333
7.89183
Finished
-
saish
14m 3s
tanh
64
10
32
xavier
0.001
squared_error
5
mgd
10
32
5
85.12
89.28148
8.26329
85.68333
8.21915
Finished
-
saish
6m 32s
relu
16
5
32
random
0.001
squared_error
5
nadam
5
32
5
85.05
87.55185
8.07932
85.6
8.05781
Failed
-
saish
26m 25s
sigmoid
32
10
128
xavier
0.0001
squared_error
4
rmsprop
10
128
4
84.71
87.04444
7.75129
85.18333
7.72518
Finished
-
saish
6m 19s
relu
64
5
64
random
0.0001
squared_error
4
mgd
5
64
4
83.28
85.15185
7.86371
83.96667
7.84372
Finished
-
saish
23m 21s
relu
32
10
128
xavier
0.0001
squared_error
3
sgd
10
128
3
82.51
83.7963
7.67396
83.6
7.64102
Finished
-
saish
9m 56s
sigmoid
16
5
128
xavier
0.001
squared_error
3
nag
5
128
3
81.95
83.98704
7.85757
83.06667
7.84503
Finished
-
saish
22m
sigmoid
16
10
128
xavier
0.0001
squared_error
3
adam
10
128
3
80.94
82.05185
6.6346
81.43333
6.59983
Finished
-
saish
12m 29s
tanh
64
10
32
xavier
0.001
cross_entropy
4
nag
10
32
4
79.76
81.72963
0.50174
80.96667
0.53039
Failed
-
saish
29m 39s
sigmoid
16
10
128
xavier
0.0001
cross_entropy
5
mgd
10
128
5
78.05
79.70741
0.59193
77.96667
0.64921
Finished
-
saish
7m 2s
tanh
32
5
32
random
0.0001
cross_entropy
4
sgd
5
32
4
74.64
75.35
0.69492
74.21667
0.71138
Finished
-
saish
20m 11s
sigmoid
32
10
64
random
0.0001
squared_error
3
nadam
10
64
3
68.9
68.55
5.21689
68.08333
5.2123
Finished
-
saish
1m 55s
relu
16
10
64
xavier
0.0001
squared_error
3
sgd
-
64
3
-
62
5.54987
61.25
5.52944
Finished
-
saish
13m 24s
sigmoid
16
10
64
random
0.001
squared_error
4
nag
10
64
4
38.52
38.42593
5.4066
38.55
5.40245
Finished
-
saish
9m 20s
sigmoid
64
5
32
xavier
0.001
squared_error
3
sgd
5
32
3
24.11
23.87037
4.50662
23.51667
4.50663
Failed
-
saish
8m 25s
sigmoid
32
5
64
random
0.0001
squared_error
5
adam
5
64
5
20.02
19.92963
4.81177
20.9
4.8083
Finished
-
saish
3m 10s
sigmoid
32
5
64
random
0.0001
squared_error
5
rmsprop
1
64
5
-
20.43704
4.55576
20.35
4.55499
Finished
-
saish
11m 20s
relu
16
10
32
random
0.001
squared_error
4
adam
10
32
4
10
9.98519
8.99999
10.13333
9
Finished
-
saish
23s
tanh
16
10
64
xavier
0.0001
squared_error
4
nag
-
64
4
-
-
-
-
-
Finished
-
saish
17s
sigmoid
64
5
64
random
0.0001
cross_entropy
3
adam
-
64
3
-
-
-
-
-
Crashed
-
saish
0s
relu
16
10
32
xavier
0.001
cross_entropy
5
mgd
-
-
-
-
-
-
-
-
Finished
-
saish
23s
sigmoid
32
5
64
xavier
0.0001
squared_error
4
adam
-
64
4
-
-
-
-
-
Finished
-
saish
31s
relu
64
10
32
xavier
0.001
squared_error
4
adam
-
32
4
-
-
-
-
-
Crashed
-
saish
0s
tanh
64
10
128
random
0.001
squared_error
4
sgd
-
-
-
-
-
-
-
-
Finished
-
saish
23s
tanh
32
10
64
xavier
0.001
squared_error
3
nadam
-
64
3
-
-
-
-
-
Crashed
-
saish
0s
relu
32
10
32
xavier
0.0001
cross_entropy
4
mgd
-
-
-
-
-
-
-
-
Crashed
-
saish
0s
tanh
32
5
32
random
0.0001
squared_error
4
nadam
-
-
-
-
-
-
-
-
Finished
-
saish
14s
sigmoid
16
5
32
xavier
0.001
cross_entropy
4
sgd
-
32
4
-
-
-
-
-
Finished
-
saish
23s
sigmoid
64
10
32
random
0.001
squared_error
3
nag
-
32
3
-
-
-
-
-
Finished
-
saish
23s
tanh
64
10
128
random
0.0001
squared_error
5
sgd
-
128
5
-
-
-
-
-
Crashed
-
saish
0s
sigmoid
64
10
32
random
0.0001
cross_entropy
5
adam
-
-
-
-
-
-
-
-
Finished
-
saish
22s
sigmoid
64
10
128
random
0.0001
cross_entropy
3
mgd
-
128
3
-
-
-
-
-
Killed
-
saish
32s
tanh
64
5
-
xavier
0.001
cross_entropy
-
mgd
-
128
5
-
-
-
-
-
Finished
-
saish
32s
relu
16
10
64
xavier
0.001
squared_error
3
sgd
-
64
3
-
-
-
-
-
1-51
of 51