Ableal's workspace
Runs
25
Name
25 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
CastToTensor
Learner._name
Learner.arch
Learner.default_cbs
Learner.loss_func._name
Learner.loss_func.axis
Learner.loss_func.flatten
Learner.loss_func.floatify
Learner.loss_func.is_2d
Learner.lr
Learner.metrics
Learner.model_dir
Learner.moms
Learner.n_out
Learner.normalize
Learner.opt_func
Learner.path
Learner.pretrained
Learner.splitter
Learner.train_bn
Learner.wd_bn_bias
MixedPrecision.amp_mode
ParamScheduler
ProgressCallback
Recorder.add_time
Recorder.train_metrics
Recorder.valid_metrics
SaveModelCallback.at_end
SaveModelCallback.every_epoch
SaveModelCallback.fname
SaveModelCallback.with_opt
TrainEvalCallback
WandbCallback.log_dataset
WandbCallback.log_model
WandbCallback.log_preds
WandbCallback.log_preds_every_epoch
WandbCallback.n_preds
WandbCallback.reorder
WandbCallback.seed
arch
augment
batch per epoch
batch size
batch_size
Finished
-
keisuke-kamata
16m 44s
-
true
<fastai.learner.Learner object at 0x78877421af80>
torchvision.models.resnet.resnet18
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x78874e64a5f0>","<utils.BackgroundIOU object at 0x7887741feef0>","<utils.RoadIOU object at 0x7887741fd0f0>","<utils.TrafficLightIOU object at 0x7887741feb00>","<utils.TrafficSignIOU object at 0x7887741ff2b0>","<utils.PersonIOU object at 0x7887743aba00>","<utils.VehicleIOU object at 0x7887743a9750>","<utils.BicycleIOU object at 0x7887743a82e0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner._resnet_split
true
false
-
true
true
true
false
true
false
false
model
false
true
false
true
false
false
36
true
12345
-
true
200
4
4
Finished
-
keisuke-kamata
7m 10s
true
<fastai.learner.Learner object at 0x7f973433b430>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f9735c5c400>","<utils.BackgroundIOU object at 0x7f983ee64940>","<utils.RoadIOU object at 0x7f9735bf9e10>","<utils.TrafficLightIOU object at 0x7f9735bf9d80>","<utils.TrafficSignIOU object at 0x7f973433b3d0>","<utils.PersonIOU object at 0x7f9724581360>","<utils.VehicleIOU object at 0x7f9724582ad0>","<utils.BicycleIOU object at 0x7f9724580820>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-dh4ogu8b-model
false
true
false
true
false
false
36
true
12345
mobilenet_v3_small
true
100
8
8
Finished
-
keisuke-kamata
best
3m 5s
true
<fastai.learner.Learner object at 0x7f05e6702770>
torchvision.models.resnet.resnet18
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f05ec72a5c0>","<utils.BackgroundIOU object at 0x7f05ec72acb0>","<utils.RoadIOU object at 0x7f05ec72ba00>","<utils.TrafficLightIOU object at 0x7f05ec72b550>","<utils.TrafficSignIOU object at 0x7f05ec4bbaf0>","<utils.PersonIOU object at 0x7f05ec4b88e0>","<utils.VehicleIOU object at 0x7f05ec4b8760>","<utils.BicycleIOU object at 0x7f05ec4ba950>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner._resnet_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-cyew5kmr-model
false
true
false
true
false
false
36
true
12345
resnet18
true
200
4
4
Finished
-
keisuke-kamata
12m 35s
true
<fastai.learner.Learner object at 0x7f3c59e22350>
torchvision.models.convnext.convnext_tiny
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f3c5071f6a0>","<utils.BackgroundIOU object at 0x7f3c5071f820>","<utils.RoadIOU object at 0x7f3c5071fd00>","<utils.TrafficLightIOU object at 0x7f3c5071f670>","<utils.TrafficSignIOU object at 0x7f3c5071ead0>","<utils.PersonIOU object at 0x7f3c5071eec0>","<utils.VehicleIOU object at 0x7f3c50705750>","<utils.BicycleIOU object at 0x7f3c507060b0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-5f6qdijw-model
false
true
false
true
false
false
36
true
12345
convnext_tiny
true
200
4
4
Finished
-
keisuke-kamata
2m 26s
true
<fastai.learner.Learner object at 0x7f3b3e6c2350>
torchvision.models.regnet.regnet_x_400mf
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f3b3c2aeb30>","<utils.BackgroundIOU object at 0x7f3b3c2afe20>","<utils.RoadIOU object at 0x7f3b3cede980>","<utils.TrafficLightIOU object at 0x7f3b3c4a4040>","<utils.TrafficSignIOU object at 0x7f3b3c4a7460>","<utils.PersonIOU object at 0x7f3b3c4a6020>","<utils.VehicleIOU object at 0x7f3b3c1d5900>","<utils.BicycleIOU object at 0x7f3b3c1d4490>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-vz6r84vr-model
false
true
false
true
false
false
36
true
12345
regnet_x_400mf
true
100
8
8
Finished
-
keisuke-kamata
3m 2s
true
<fastai.learner.Learner object at 0x7fee25c8aad0>
torchvision.models.resnet.resnet18
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7fee25c89d80>","<utils.BackgroundIOU object at 0x7fee25c8b5e0>","<utils.RoadIOU object at 0x7fee25c88760>","<utils.TrafficLightIOU object at 0x7fee25c88790>","<utils.TrafficSignIOU object at 0x7fee2433c0a0>","<utils.PersonIOU object at 0x7fee2433f430>","<utils.VehicleIOU object at 0x7fee2433f370>","<utils.BicycleIOU object at 0x7fee2433fe20>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner._resnet_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-b8pzxvg0-model
false
true
false
true
false
false
36
true
12345
resnet18
true
200
4
4
Finished
-
keisuke-kamata
12m 21s
true
<fastai.learner.Learner object at 0x7f467df56350>
torchvision.models.convnext.convnext_tiny
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f467e3040a0>","<utils.BackgroundIOU object at 0x7f467e0af490>","<utils.RoadIOU object at 0x7f467e0af520>","<utils.TrafficLightIOU object at 0x7f467df56f80>","<utils.TrafficSignIOU object at 0x7f467c691330>","<utils.PersonIOU object at 0x7f467c692ce0>","<utils.VehicleIOU object at 0x7f467c692ec0>","<utils.BicycleIOU object at 0x7f467c691180>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-ixhjl5l0-model
false
true
false
true
false
false
36
true
12345
convnext_tiny
true
100
8
8
Finished
-
keisuke-kamata
12m 16s
true
<fastai.learner.Learner object at 0x7f1cbe350e20>
torchvision.models.convnext.convnext_tiny
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f1cbe2ec160>","<utils.BackgroundIOU object at 0x7f1cbe351ed0>","<utils.RoadIOU object at 0x7f1cbe353b50>","<utils.TrafficLightIOU object at 0x7f1cbe350b20>","<utils.TrafficSignIOU object at 0x7f1cbe351f00>","<utils.PersonIOU object at 0x7f1cc064a680>","<utils.VehicleIOU object at 0x7f1cbc68b4c0>","<utils.BicycleIOU object at 0x7f1cbc68b760>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-3fu1112f-model
false
true
false
true
false
false
36
true
12345
convnext_tiny
true
100
8
8
Finished
-
keisuke-kamata
12m 13s
true
<fastai.learner.Learner object at 0x7f4908184d60>
torchvision.models.convnext.convnext_tiny
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f4908185bd0>","<utils.BackgroundIOU object at 0x7f4908185f00>","<utils.RoadIOU object at 0x7f49081855d0>","<utils.TrafficLightIOU object at 0x7f4908185c00>","<utils.TrafficSignIOU object at 0x7f4908208040>","<utils.PersonIOU object at 0x7f4908208b50>","<utils.VehicleIOU object at 0x7f48f844d1b0>","<utils.BicycleIOU object at 0x7f48f844d870>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-jcd7zey2-model
false
true
false
true
false
false
36
true
12345
convnext_tiny
true
100
8
8
Finished
-
keisuke-kamata
2m 49s
true
<fastai.learner.Learner object at 0x7fcf125063b0>
torchvision.models.resnet.resnet18
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7fcf10360220>","<utils.BackgroundIOU object at 0x7fcf100fb850>","<utils.RoadIOU object at 0x7fcf100fb9d0>","<utils.TrafficLightIOU object at 0x7fcf116897e0>","<utils.TrafficSignIOU object at 0x7fcf102f6650>","<utils.PersonIOU object at 0x7fcf102f6470>","<utils.VehicleIOU object at 0x7fcf102cf4c0>","<utils.BicycleIOU object at 0x7fcf102cf5b0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner._resnet_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-ppnr21co-model
false
true
false
true
false
false
36
true
12345
resnet18
true
100
8
8
Finished
-
keisuke-kamata
2m 27s
true
<fastai.learner.Learner object at 0x7f28e171e3b0>
torchvision.models.regnet.regnet_x_400mf
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f28de1b39a0>","<utils.BackgroundIOU object at 0x7f28de1b3e20>","<utils.RoadIOU object at 0x7f28de1b27d0>","<utils.TrafficLightIOU object at 0x7f28de1b3a90>","<utils.TrafficSignIOU object at 0x7f28de4ec910>","<utils.PersonIOU object at 0x7f28de4ed660>","<utils.VehicleIOU object at 0x7f28de4eee60>","<utils.BicycleIOU object at 0x7f28de4eea70>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-3s3xdiho-model
false
true
false
true
false
false
36
true
12345
regnet_x_400mf
true
100
8
8
Finished
-
keisuke-kamata
12m 10s
true
<fastai.learner.Learner object at 0x7f3ad9579e40>
torchvision.models.convnext.convnext_tiny
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f3ad9579a50>","<utils.BackgroundIOU object at 0x7f3ad95791e0>","<utils.RoadIOU object at 0x7f3ad95783a0>","<utils.TrafficLightIOU object at 0x7f3ad957ac50>","<utils.TrafficSignIOU object at 0x7f3ad9625270>","<utils.PersonIOU object at 0x7f3ad9627d60>","<utils.VehicleIOU object at 0x7f3ad9625990>","<utils.BicycleIOU object at 0x7f3ad9625bd0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-69rfzo49-model
false
true
false
true
false
false
36
true
12345
convnext_tiny
true
100
8
8
Finished
-
keisuke-kamata
2m 54s
true
<fastai.learner.Learner object at 0x7ff06a3fa350>
torchvision.models.regnet.regnet_x_400mf
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7ff062de79a0>","<utils.BackgroundIOU object at 0x7ff062de6830>","<utils.RoadIOU object at 0x7ff062de6aa0>","<utils.TrafficLightIOU object at 0x7ff062de6230>","<utils.TrafficSignIOU object at 0x7ff060515a20>","<utils.PersonIOU object at 0x7ff060516290>","<utils.VehicleIOU object at 0x7ff0604fb1f0>","<utils.BicycleIOU object at 0x7ff0604fbb50>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-yk1dki4y-model
false
true
false
true
false
false
36
true
12345
regnet_x_400mf
true
200
4
4
Finished
-
keisuke-kamata
7m 27s
true
<fastai.learner.Learner object at 0x7f01e13a0400>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f01e13a1060>","<utils.BackgroundIOU object at 0x7f01e13a1780>","<utils.RoadIOU object at 0x7f01e13a3af0>","<utils.TrafficLightIOU object at 0x7f01e13a3a30>","<utils.TrafficSignIOU object at 0x7f01e138ce80>","<utils.PersonIOU object at 0x7f01e138c400>","<utils.VehicleIOU object at 0x7f01e138d630>","<utils.BicycleIOU object at 0x7f01e138e200>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-nljrpa1j-model
false
true
false
true
false
false
36
true
12345
mobilenet_v3_small
true
200
4
4
Finished
-
keisuke-kamata
7m 25s
true
<fastai.learner.Learner object at 0x7fcc3414c9a0>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7fcc2769d690>","<utils.BackgroundIOU object at 0x7fcc2769dff0>","<utils.RoadIOU object at 0x7fcc2769c040>","<utils.TrafficLightIOU object at 0x7fcc2769c100>","<utils.TrafficSignIOU object at 0x7fcc3414d060>","<utils.PersonIOU object at 0x7fcc3414f6d0>","<utils.VehicleIOU object at 0x7fcc3414f610>","<utils.BicycleIOU object at 0x7fcc3414efb0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-kqywgw4e-model
false
true
false
true
false
false
36
true
12345
mobilenet_v3_small
true
200
4
4
Finished
-
keisuke-kamata
7m 42s
true
<fastai.learner.Learner object at 0x7f4678b13250>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f46791dc910>","<utils.BackgroundIOU object at 0x7f46791dc400>","<utils.RoadIOU object at 0x7f46791dd0c0>","<utils.TrafficLightIOU object at 0x7f4678b129b0>","<utils.TrafficSignIOU object at 0x7f467844c490>","<utils.PersonIOU object at 0x7f467844c370>","<utils.VehicleIOU object at 0x7f467844f460>","<utils.BicycleIOU object at 0x7f467844cf70>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-00kjebop-model
false
true
false
true
false
false
36
true
12345
mobilenet_v3_small
true
200
4
4
Finished
-
keisuke-kamata
2m 44s
true
<fastai.learner.Learner object at 0x7f0af33ee3b0>
torchvision.models.resnet.resnet18
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f0af0568070>","<utils.BackgroundIOU object at 0x7f0af26068c0>","<utils.RoadIOU object at 0x7f0af2606aa0>","<utils.TrafficLightIOU object at 0x7f0ae0725ed0>","<utils.TrafficSignIOU object at 0x7f0ae0726b90>","<utils.PersonIOU object at 0x7f0ae0727010>","<utils.VehicleIOU object at 0x7f0ae0712320>","<utils.BicycleIOU object at 0x7f0ae0712c80>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner._resnet_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-gnx5sxo5-model
false
true
false
true
false
false
36
true
12345
resnet18
true
100
8
8
Finished
-
keisuke-kamata
3m 27s
true
<fastai.learner.Learner object at 0x7f4e20d52380>
torchvision.models.resnet.resnet18
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f4e1d802980>","<utils.BackgroundIOU object at 0x7f4e1d802e60>","<utils.RoadIOU object at 0x7f4e1d800280>","<utils.TrafficLightIOU object at 0x7f4e1d800310>","<utils.TrafficSignIOU object at 0x7f4e1d800250>","<utils.PersonIOU object at 0x7f4e1d8002b0>","<utils.VehicleIOU object at 0x7f4e1d8028f0>","<utils.BicycleIOU object at 0x7f4e1db1a7d0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner._resnet_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-j79m6kb3-model
false
true
false
true
false
false
36
true
12345
resnet18
true
200
4
4
Finished
-
keisuke-kamata
12m 12s
true
<fastai.learner.Learner object at 0x7fe5a9651000>
torchvision.models.convnext.convnext_tiny
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7fe5aafbe530>","<utils.BackgroundIOU object at 0x7fe5a9588cd0>","<utils.RoadIOU object at 0x7fe5a95898a0>","<utils.TrafficLightIOU object at 0x7fe5a958ba30>","<utils.TrafficSignIOU object at 0x7fe5a9589a50>","<utils.PersonIOU object at 0x7fe5a95f4550>","<utils.VehicleIOU object at 0x7fe5a96516c0>","<utils.BicycleIOU object at 0x7fe5a9651990>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-cugda5oq-model
false
true
false
true
false
false
36
true
12345
convnext_tiny
true
100
8
8
Finished
-
keisuke-kamata
12m 15s
true
<fastai.learner.Learner object at 0x7fb81c20bf40>
torchvision.models.convnext.convnext_tiny
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7fb81c535e70>","<utils.BackgroundIOU object at 0x7fb81e063310>","<utils.RoadIOU object at 0x7fb81e062dd0>","<utils.TrafficLightIOU object at 0x7fb81c3638e0>","<utils.TrafficSignIOU object at 0x7fb81c20b940>","<utils.PersonIOU object at 0x7fb81c20bca0>","<utils.VehicleIOU object at 0x7fb81c20b760>","<utils.BicycleIOU object at 0x7fb81c54f3a0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
AMPMode.FP16
true
true
true
false
true
false
false
run-4cfg0k99-model
false
true
false
true
false
false
36
true
12345
convnext_tiny
true
100
8
8
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