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Runs
24
Name
6 visualized
final
final
final
final
final
final
final
final
final
final
1024
1024
512
512
256
256
128
128
64
64
32
32
16
16
8
8
4
4
2
2
Model Transform
Model Transform
SGD ( Parameter Group 0 dampening: 0 differentiable: False foreach: None lr: 1e-05 maximize: False momentum: 0 nesterov: False weight_decay: 0 )
SGD ( Parameter Group 0 dampening: 0 differentiable: False foreach: None lr: 1e-05 maximize: False momentum: 0 nesterov: False weight_decay: 0 )
ASGD ( Parameter Group 0 alpha: 0.75 differentiable: False foreach: None lambd: 0.0001 lr: 1e-05 maximize: False t0: 1000000.0 weight_decay: 0 )
ASGD ( Parameter Group 0 alpha: 0.75 differentiable: False foreach: None lambd: 0.0001 lr: 1e-05 maximize: False t0: 1000000.0 weight_decay: 0 )
Adamax ( Parameter Group 0 betas: (0.9, 0.999) differentiable: False eps: 1e-08 foreach: None lr: 1e-05 maximize: False weight_decay: 0 )
Adamax ( Parameter Group 0 betas: (0.9, 0.999) differentiable: False eps: 1e-08 foreach: None lr: 1e-05 maximize: False weight_decay: 0 )
AdamW ( Parameter Group 0 amsgrad: False betas: (0.9, 0.999) capturable: False differentiable: False eps: 1e-08 foreach: None fused: None lr: 1e-05 maximize: False weight_decay: 0.01 )
AdamW ( Parameter Group 0 amsgrad: False betas: (0.9, 0.999) capturable: False differentiable: False eps: 1e-08 foreach: None fused: None lr: 1e-05 maximize: False weight_decay: 0.01 )
Adam ( Parameter Group 0 amsgrad: False betas: (0.9, 0.999) capturable: False differentiable: False eps: 1e-08 foreach: None fused: None lr: 1e-05 maximize: False weight_decay: 0 )
Adam ( Parameter Group 0 amsgrad: False betas: (0.9, 0.999) capturable: False differentiable: False eps: 1e-08 foreach: None fused: None lr: 1e-05 maximize: False weight_decay: 0 )
Adagrad ( Parameter Group 0 differentiable: False eps: 1e-10 foreach: None initial_accumulator_value: 0 lr: 1e-05 lr_decay: 0 maximize: False weight_decay: 0 )
Adagrad ( Parameter Group 0 differentiable: False eps: 1e-10 foreach: None initial_accumulator_value: 0 lr: 1e-05 lr_decay: 0 maximize: False weight_decay: 0 )
Adadelta ( Parameter Group 0 differentiable: False eps: 1e-06 foreach: None lr: 1e-05 maximize: False rho: 0.9 weight_decay: 0 )
Adadelta ( Parameter Group 0 differentiable: False eps: 1e-06 foreach: None lr: 1e-05 maximize: False rho: 0.9 weight_decay: 0 )
baseline
baseline
1-24
of 24
Test precision
Test precision
0
10
20
30
40
50
Step
0.76
0.77
0.78
0.79
0.8
0.81
final
16
Adam ( Parameter Group 0 amsgrad: False betas: (0.9, 0.999) capturable: False differentiable: False eps: 1e-08 foreach: None fused: None lr: 1e-05 maximize: False weight_decay: 0 )
baseline
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