Tetsu's workspace
Runs
18
Name
9 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
arch
batch
class_num
device
domain_num
entity
epoch
feat_size
image_size
logdir
lr
method
num_workers
optimizer
out_dim
pretrain
pretrain_epoch
project
sample_per_class_domain
sample_per_class_main
scheduler
stopping
target_names
test_path
train
train_path
valid_size
wandb_project
weight_decay
dec_arch
enc_arch
ACC/train/cls
ACC/valid/cls
F1/train/cls
F1/valid/cls
TEST/LOSS/aichi
TEST/LOSS/fukushima
TEST/LOSS/miyazaki
TEST/LOSS/saitama
TEST/LOSS/test_data
loss/train
loss/train/cae
loss/train/cls
loss/valid
Finished
tetsu
11h 17m 37s
-
resnext50d_32x4d
32
10
1
-
tetsu
200
512
224
result/cae/ijoukenchi
0.0001
cae
8
Adam
-
true
0
cae
-
-
reduce
30
-
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
-
-
-
-
-
-
-
-
0.032869
0.034406
-
-
0.03465
Finished
tetsu
3h 40m 8s
-
efn-b1
16
8
1
-
tetsu
150
512
224
result/cae/CAE_vgg
0.0001
cae
8
Adam
-
false
0
cae
-
-
reduce
20
-
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
vgg
vgg
-
-
-
-
0.042433
0.031284
0.035231
0.03622
0.029742
0.031541
-
-
0.036547
Finished
tetsu
1d 1h 32m 25s
-
efn-b1
16
8
1
4
tetsu
150
512
224
result/cae/CAE_with_cls_vgg_8class
0.0001
baseline
8
Adam
8
false
0
cae
[3684,5494,4010,35449]
[11002,4113,4354,4268,944,3020,14108,6828]
reduce
20
["00_HEALTHY","01_Powdery_Mildew","08_Downy_Mildew","09_Corynespora_Leaf_Spot","17_Gummy_Stem_Blight","22_CCYV","23_Mosaic_diseases","24_MYSV"]
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
vgg
vgg
0.99712
0.98833
0.99714
0.98899
-
-
-
-
-
-
0.049357
0.007346
-
Finished
tetsu
20h 23m 35s
-
efn-b1
16
6
1
4
tetsu
150
512
224
result/cae/CAE_with_cls_vgg_6class
0.0001
baseline
8
Adam
6
false
0
cae
[3477,4107,2476,33279]
[11002,4113,4268,3020,14108,6828]
reduce
20
["00_HEALTHY","01_Powdery_Mildew","09_Corynespora_Leaf_Spot","22_CCYV","23_Mosaic_diseases","24_MYSV"]
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
vgg
vgg
0.99695
0.98948
0.99648
0.98937
-
-
-
-
-
-
0.048463
0.0074231
-
Finished
tetsu
1d 2h 13m 55s
-
efn-b1
16
8
1
4
tetsu
150
2048
224
result/cae/CAE_with_resnet_cls_8class
0.0001
baseline
8
Adam
8
false
0
cae
[3684,5494,4010,35449]
[11002,4113,4354,4268,944,3020,14108,6828]
reduce
20
["00_HEALTHY","01_Powdery_Mildew","08_Downy_Mildew","09_Corynespora_Leaf_Spot","17_Gummy_Stem_Blight","22_CCYV","23_Mosaic_diseases","24_MYSV"]
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
resnet
resnet
0.98854
0.97172
0.98921
0.97245
-
-
-
-
-
-
0.04296
0.032229
-
Finished
tetsu
16h 40m 24s
-
efn-b1
16
6
1
4
tetsu
150
2048
224
result/cae/CAE_with_cls_resnet_6class
0.0001
baseline
8
Adam
6
false
0
cae
[3477,4107,2476,33279]
[11002,4113,4268,3020,14108,6828]
reduce
20
["00_HEALTHY","01_Powdery_Mildew","09_Corynespora_Leaf_Spot","22_CCYV","23_Mosaic_diseases","24_MYSV"]
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
resnet
resnet
0.98438
0.96854
0.98527
0.96821
-
-
-
-
-
-
0.042369
0.043572
-
Finished
tetsu
2h 11m 5s
-
efn-b1
16
8
1
-
tetsu
150
512
224
result/cae/CAE_resnet
0.0001
cae
8
Adam
-
false
0
cae
-
-
reduce
20
-
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
resnet
resnet
-
-
-
-
0.035219
0.026313
0.029819
0.02997
0.024991
0.026682
-
-
0.030443
Finished
tetsu
31s
-
efn-b1
16
6
1
4
tetsu
150
512
240
result/cae/efnb1_CAE_with_cls_6class
0.0001
baseline
8
Adam
6
false
0
cae
[3477,4107,2476,33279]
[11002,4113,4268,3020,14108,6828]
reduce
20
["00_HEALTHY","01_Powdery_Mildew","09_Corynespora_Leaf_Spot","22_CCYV","23_Mosaic_diseases","24_MYSV"]
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
tetsu
31s
-
efn-b1
16
8
1
4
tetsu
150
512
240
result/cae/efnb1_CAE_with_cls_8class
0.0001
baseline
8
Adam
8
false
0
cae
[3684,5494,4010,35449]
[11002,4113,4354,4268,944,3020,14108,6828]
reduce
20
["00_HEALTHY","01_Powdery_Mildew","08_Downy_Mildew","09_Corynespora_Leaf_Spot","17_Gummy_Stem_Blight","22_CCYV","23_Mosaic_diseases","24_MYSV"]
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
tetsu
49s
-
efn-b1
16
8
1
-
tetsu
150
512
240
result/cae/CAE_efficientnet
0.0001
cae
8
Adam
-
false
0
cae
-
-
reduce
20
-
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
-
-
-
-
0.11487
0.089393
0.096223
0.10598
0.084864
-
-
-
-
Finished
tetsu
23h 52m 6s
-
efn-b1
16
8
1
-
tetsu
150
512
240
result/cae/CAE_efficientnet
0.0001
cae
8
Adam
-
false
0
cae
-
-
reduce
20
-
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
-
-
-
-
-
-
-
-
-
0.082491
-
-
0.13261
Finished
tetsu
18h 38m 27s
-
efn-b1
32
6
1
4
tetsu
150
512
224
result/cae/CAE_with_cls_6class_use_pretrain
0.0001
baseline
8
Adam
6
false
0
cae
[3477,4107,2476,33279]
[11002,4113,4268,3020,14108,6828]
reduce
20
["00_HEALTHY","01_Powdery_Mildew","09_Corynespora_Leaf_Spot","22_CCYV","23_Mosaic_diseases","24_MYSV"]
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
0.99677
0.9893
0.99621
0.98889
-
-
-
-
-
-
0.081789
0.0080822
-
Finished
tetsu
17h 5m 30s
-
efn-b1
32
8
1
4
tetsu
150
512
224
result/cae/CAE_with_cls_8class_use_pretrain
0.0001
baseline
8
Adam
8
false
0
cae
[3684,5494,4010,35449]
[11002,4113,4354,4268,944,3020,14108,6828]
reduce
20
["00_HEALTHY","01_Powdery_Mildew","08_Downy_Mildew","09_Corynespora_Leaf_Spot","17_Gummy_Stem_Blight","22_CCYV","23_Mosaic_diseases","24_MYSV"]
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
0.99685
0.9889
0.99684
0.98932
-
-
-
-
-
-
0.082457
0.0081525
-
Finished
tetsu
22h 58m 13s
-
efn-b1
32
6
1
4
tetsu
150
512
224
result/cae/CAE_with_cls_6class_alpha10
0.0001
baseline
8
Adam
6
false
0
cae
[3477,4107,2476,33279]
[11002,4113,4268,3020,14108,6828]
reduce
20
["00_HEALTHY","01_Powdery_Mildew","09_Corynespora_Leaf_Spot","22_CCYV","23_Mosaic_diseases","24_MYSV"]
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
0.98883
0.97767
0.9889
0.97824
-
-
-
-
-
-
0.063608
0.033402
-
Finished
tetsu
19h 19m 59s
-
efn-b1
32
6
1
4
tetsu
150
512
224
result/cae/CAE_with_cls_6class
0.0001
baseline
8
Adam
6
false
0
cae
[3477,4107,2476,33279]
[11002,4113,4268,3020,14108,6828]
reduce
20
["00_HEALTHY","01_Powdery_Mildew","09_Corynespora_Leaf_Spot","22_CCYV","23_Mosaic_diseases","24_MYSV"]
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
0.99065
0.98127
0.99064
0.98111
-
-
-
-
-
-
0.079972
0.026233
-
Finished
tetsu
1d 4h 58m 9s
-
efn-b1
32
8
1
4
tetsu
150
512
224
result/cae/CAE_with_cls_8class
0.0001
baseline
8
Adam
8
false
0
cae
[3684,5494,4010,35449]
[11002,4113,4354,4268,944,3020,14108,6828]
reduce
20
["00_HEALTHY","01_Powdery_Mildew","08_Downy_Mildew","09_Corynespora_Leaf_Spot","17_Gummy_Stem_Blight","22_CCYV","23_Mosaic_diseases","24_MYSV"]
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
0.9934
0.98043
0.99375
0.98113
-
-
-
-
-
-
0.078925
0.01856
-
Crashed
tetsu
11h 34m 51s
-
efn-b1
32
8
1
-
tetsu
500
-
224
result/cae/CAE_vector_4x4_conv_all
0.0001
baseline
8
Adam
-
false
0
cae
-
-
reduce
20
-
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
-
-
-
-
-
-
-
-
-
0.045471
-
-
0.050712
Finished
tetsu
11h 59m 25s
-
efn-b1
32
8
1
-
tetsu
500
-
224
result/cae/CAE_vector_4x4_conv
0.0001
baseline
8
Adam
-
false
0
cae
-
-
reduce
20
-
Dataset/test.csv
true
Dataset/train.csv
0.2
plant_cae
0
-
-
-
-
-
-
0.063046
0.048335
0.052385
0.056757
0.046882
0.047829
-
-
0.056487
1-18
of 18