Andrewlook's workspace
Runs
36
Name
7 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
architecture
batch_size
d_z
dataset_name
dec_hidden_size
enc_hidden_size
epochs
grad_clip
kl_div_loss_weight
learning_rate
local_run_id
max_seq_length
n_distributions
temperature
use_wandb
augment_stroke_prob
dataset_source
dropout_keep_prob
eta_R
eta_min
layer_norm_learnable
lr
lr_decay
lstm_impl
min_lr
r_dropout_prob
random_scale_factor
save_every_n_epochs
use_eta
use_layer_norm
use_lr_decay
use_random_scale
use_recurrent_dropout
batch_items
kl_loss
loss
reconstruction_loss
val_avg_loss
epoch
eta_step
learning_rate
val_avg_kl_loss
val_avg_reconstruction_loss
Crashed
-
andrewlook
35m 1s
-
Pytorch-SketchRNN
100
128
epoch20240221_expanded10x_trainval
512
256
50000
1
0.5
-
-
250
20
0.4
-
0.1
look
-
0.99995
0.01
true
0.001
0.9999
custom
0.00001
0.3
0.15
100
false
true
true
true
true
-
0.003054
0.7806
0.77907
0.8253
5
1
0.0009995
0.0028149
0.8239
Finished
-
andrewlook
2h 23m 42s
-
Pytorch-SketchRNN
100
128
epoch20240221_expanded10x_trainval
512
256
50000
1
0.5
-
-
250
20
0.4
-
0.1
look
-
0.99995
0.01
true
0.001
0.9999
custom
0.00001
0
0.15
100
false
true
true
true
false
-
0.0039638
0.54927
0.54728
0.75975
23
1
0.0009977
0.0035858
0.75796
Finished
-
andrewlook
21h 1s
-
Pytorch-SketchRNN
100
128
epoch20240221_expanded10x_trainval
512
256
50000
1
0.5
-
-
250
20
0.4
-
0.1
look
-
0.99995
0.01
true
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
true
true
true
-
0.0030971
0.28375
0.2822
0.83638
212
1
0.00097902
0.0028412
0.83496
Crashed
-
andrewlook
39m 42s
-
Pytorch-SketchRNN
100
128
epoch20240221_expanded10x_trainval
512
256
50000
1
0.5
-
-
250
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
builtin
0.00001
0.1
0.15
100
false
false
true
true
false
-
0.0019097
0.54308
0.54212
0.79711
29
1
0.0009971
0.001636
0.79629
Finished
-
andrewlook
2h 57m 54s
-
Pytorch-SketchRNN
100
128
epoch20240221_expanded10x_trainval
512
256
50000
1
0.5
-
-
250
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
true
true
true
-
0.0025739
0.60609
0.6048
0.73976
28
1
0.0009972
0.0035912
0.73797
Finished
-
andrewlook
19h 51m 23s
-
Pytorch-SketchRNN
100
128
epoch20240221_expanded10x_trainval
512
256
50000
1
0.5
-
-
250
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
true
true
true
-
0.0043645
0.45316
0.45098
0.82428
196
1
0.00098059
0.0031918
0.82269
Crashed
-
andrewlook
21h 39m 2s
-
Pytorch-SketchRNN
100
128
epoch20240104_furtherfiltered_trainval09
512
256
50000
1
0.5
-
-
250
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
true
true
true
-
0.029294
-0.80895
-0.8236
3.00941
4786
1
0.00061964
0.031217
2.9938
Crashed
-
andrewlook
23h 17m 34s
-
Pytorch-SketchRNN
100
128
epoch20240104_trainval09
512
256
50000
1
0.5
-
-
250
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
true
true
true
-
0.020044
-0.33023
-0.34025
1.80267
3224
1
0.0007244
0.020553
1.79239
Finished
-
andrewlook
1h 57m 4s
-
Pytorch-SketchRNN
100
128
epoch20240104_trainval09
512
256
50000
1
0.5
-
-
200
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
true
true
true
-
0.030208
-0.0027525
-0.017856
1.17559
363
1
0.00096435
0.027656
1.16176
Crashed
-
andrewlook
25m 1s
-
Pytorch-SketchRNN
100
128
epoch-20231214-filtered-trainval
512
256
50000
1
0.5
-
-
200
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
true
true
true
-
0.0065329
0.91155
0.90828
0.99982
85
1
0.00099154
0.0078791
0.99588
Finished
-
andrewlook
1h 27m 53s
-
Pytorch-SketchRNN
100
128
epoch-20231214-filtered-trainval
512
256
50000
1
0.5
-
-
200
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
false
false
true
-
0.01741
0.66646
0.65775
1.12739
162
1
0.001
0.017377
1.1187
Finished
-
andrewlook
2h 4m 46s
-
Pytorch-SketchRNN
100
128
epoch-20231214-filtered-trainval
512
256
50000
1
0.5
-
-
200
20
0.4
-
0
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
false
false
true
-
0.030613
0.10754
0.092233
1.72848
509
1
0.001
0.031582
1.71269
Crashed
-
andrewlook
2h 22m 56s
-
Pytorch-SketchRNN
100
128
epoch-20231214-trainval
512
256
50000
1
0.5
-
-
200
20
0.4
-
0
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
false
false
true
-
0.021073
0.25057
0.24004
1.38406
407
1
0.001
0.019991
1.37406
Crashed
-
andrewlook
3h 58m 31s
-
Pytorch-SketchRNN
100
128
v2-splice-maxstrokes6
512
256
50000
1
0.5
-
-
200
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
false
true
true
-
0.075344
-1.01746
-1.05513
2.5461
1221
1
0.001
0.076324
2.50794
Crashed
-
andrewlook
3h 57m 1s
-
Pytorch-SketchRNN
100
128
v2-splice-maxstrokes5
512
256
50000
1
0.5
-
-
200
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
false
true
true
-
0.068511
-1.14422
-1.17848
2.71297
1332
1
0.001
0.067029
2.67946
Finished
-
andrewlook
49s
-
Pytorch-SketchRNN
100
128
v2-splice-maxstrokes5.npz
512
256
50000
1
0.5
-
-
200
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
false
true
false
true
true
-
-
-
-
-
-
-
-
-
-
Crashed
-
andrewlook
3h 56m 47s
-
Pytorch-SketchRNN
100
128
look_i16__minn10_epsilon1
512
256
50000
1
0.5
-
-
200
20
0.4
-
0.1
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
0.15
100
true
true
true
true
true
-
0.048218
-1.61441
-1.63852
3.35044
1175
0.01005
0.00088914
0.048052
3.32641
Crashed
-
andrewlook
3h 51m 20s
-
Pytorch-SketchRNN
100
128
look_i16__minn10_epsilon1
512
256
50000
1
0.5
-
-
200
20
0.4
-
-
look
-
0.99995
0.01
false
0.001
0.9999
custom
0.00001
0.1
-
100
false
true
false
-
true
-
0.083204
-0.84868
-0.89028
1.9963
1378
-
0.001
0.077603
1.9575
Finished
-
andrewlook
5m 55s
-
Pytorch-SketchRNN
100
128
look_i16__minn10_epsilon1
512
256
50000
1
0.5
-
-
200
20
0.4
-
-
look
0.9
0.99995
0.01
false
0.001
0.9999
custom
0.00001
-
-
100
false
true
false
-
true
-
0.0052459
0.70434
0.70172
0.75177
31
-
0.001
0.0044619
0.74954
Crashed
-
andrewlook
3h 59m
-
Pytorch-SketchRNN
100
128
look_i16__minn10_epsilon1
512
256
100000
1
0.5
-
-
200
20
0.4
-
-
look
0
0.99995
0.01
false
0.001
0.9999
builtin
0.00001
-
-
100
true
false
true
-
false
-
0.069318
-3.92425
-3.95891
7.32622
6973
-
0.001
0.069614
7.29141
1-20
of 36