Mustafakeser's workspace
Runs
30
Name
30 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
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
-
mustafakeser
2m 33s
true
<fastai.learner.Learner object at 0x7cc7063e0ca0>
torchvision.models.regnet.regnet_x_400mf
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7cc7082bcbb0>","<utils.BackgroundIOU object at 0x7cc7063e25c0>","<utils.RoadIOU object at 0x7cc7063e1540>","<utils.TrafficLightIOU object at 0x7cc7063e21a0>","<utils.TrafficSignIOU object at 0x7cc7082ad4e0>","<utils.PersonIOU object at 0x7cc7082ac0d0>","<utils.VehicleIOU object at 0x7cc706250a90>","<utils.BicycleIOU object at 0x7cc7062529e0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
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true
fastai.vision.learner.default_split
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run-7o21pvs5-model
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12345
regnet_x_400mf
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200
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4
Finished
-
mustafakeser
2m 7s
true
<fastai.learner.Learner object at 0x7f4899d8e1a0>
torchvision.models.regnet.regnet_x_400mf
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f489a188b50>","<utils.BackgroundIOU object at 0x7f489a188850>","<utils.RoadIOU object at 0x7f489a189e40>","<utils.TrafficLightIOU object at 0x7f489a1887c0>","<utils.TrafficSignIOU object at 0x7f4899d8f8e0>","<utils.PersonIOU object at 0x7f4899d8eb30>","<utils.VehicleIOU object at 0x7f4899d8c340>","<utils.BicycleIOU object at 0x7f4899d8eb90>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
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true
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true
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run-acmho5wv-model
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true
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true
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36
true
12345
regnet_x_400mf
true
100
8
8
Finished
-
mustafakeser
1m 53s
true
<fastai.learner.Learner object at 0x7e31590d06d0>
torchvision.models.resnet.resnet18
true
FlattenedLoss of CrossEntropyLoss()
1
true
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true
0.001
["<utils.MIOU object at 0x7e315b24ce50>","<utils.BackgroundIOU object at 0x7e31590d3310>","<utils.RoadIOU object at 0x7e31590d3130>","<utils.TrafficLightIOU object at 0x7e31590d2f20>","<utils.TrafficSignIOU object at 0x7e31590d3550>","<utils.PersonIOU object at 0x7e31590d36a0>","<utils.VehicleIOU object at 0x7e3159147280>","<utils.BicycleIOU object at 0x7e31591476a0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner._resnet_split
true
false
true
true
true
true
false
true
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run-ausrmpdh-model
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36
true
12345
resnet18
true
100
8
8
Finished
-
mustafakeser
6m 53s
true
<fastai.learner.Learner object at 0x7f87ab798820>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7f87b83f4820>","<utils.BackgroundIOU object at 0x7f87b83f4c70>","<utils.RoadIOU object at 0x7f87b83f5f90>","<utils.TrafficLightIOU object at 0x7f87ab79afe0>","<utils.TrafficSignIOU object at 0x7f87ab79ba60>","<utils.PersonIOU object at 0x7f87ab79bd00>","<utils.VehicleIOU object at 0x7f87ab763940>","<utils.BicycleIOU object at 0x7f87ab763d30>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
true
true
true
true
false
true
false
false
run-jzhxkrg3-model
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true
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true
false
false
36
true
12345
mobilenet_v3_small
true
100
8
8
Finished
-
mustafakeser
1m 51s
true
<fastai.learner.Learner object at 0x7ed5a969a1a0>
torchvision.models.regnet.regnet_x_400mf
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7ed5ab7e4a90>","<utils.BackgroundIOU object at 0x7ed5a969aef0>","<utils.RoadIOU object at 0x7ed5a969b640>","<utils.TrafficLightIOU object at 0x7ed5a969a230>","<utils.TrafficSignIOU object at 0x7ed5a969b340>","<utils.PersonIOU object at 0x7ed5aae7c370>","<utils.VehicleIOU object at 0x7ed5aae7cb50>","<utils.BicycleIOU object at 0x7ed5a9723a00>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
true
true
true
true
false
true
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false
run-mxd157ps-model
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true
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36
true
12345
regnet_x_400mf
true
100
8
8
Finished
-
mustafakeser
7m 22s
true
<fastai.learner.Learner object at 0x7d3ad3663a60>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7d3ad3680a00>","<utils.BackgroundIOU object at 0x7d3ad1e2af20>","<utils.RoadIOU object at 0x7d3ad1e2aa70>","<utils.TrafficLightIOU object at 0x7d3ad1e2a770>","<utils.TrafficSignIOU object at 0x7d3ad1e2ad40>","<utils.PersonIOU object at 0x7d3ad1e2b2b0>","<utils.VehicleIOU object at 0x7d3ad1ec2c20>","<utils.BicycleIOU object at 0x7d3ad1ec2fb0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
true
true
true
true
false
true
false
false
run-klcuo1ux-model
false
true
false
true
false
false
36
true
12345
mobilenet_v3_small
true
200
4
4
Finished
-
mustafakeser
6m 59s
true
<fastai.learner.Learner object at 0x7b66d89d24a0>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7b66dab1c6a0>","<utils.BackgroundIOU object at 0x7b66d899a7d0>","<utils.RoadIOU object at 0x7b66d899a380>","<utils.TrafficLightIOU object at 0x7b66d899a9b0>","<utils.TrafficSignIOU object at 0x7b66d899b760>","<utils.PersonIOU object at 0x7b66d899ae90>","<utils.VehicleIOU object at 0x7b66d89d2860>","<utils.BicycleIOU object at 0x7b66d89d2c50>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
true
true
true
true
false
true
false
false
run-n4ulpsgc-model
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true
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true
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36
true
12345
mobilenet_v3_small
true
100
8
8
Finished
-
mustafakeser
7m 24s
true
<fastai.learner.Learner object at 0x7c7894698490>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7c7894278c10>","<utils.BackgroundIOU object at 0x7c78942787c0>","<utils.RoadIOU object at 0x7c7894279e70>","<utils.TrafficLightIOU object at 0x7c788ef02ad0>","<utils.TrafficSignIOU object at 0x7c788ef03880>","<utils.PersonIOU object at 0x7c788ef03a30>","<utils.VehicleIOU object at 0x7c788eea6e90>","<utils.BicycleIOU object at 0x7c788eea71c0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
true
true
true
true
false
true
false
false
run-ika8bega-model
false
true
false
true
false
false
36
true
12345
mobilenet_v3_small
true
200
4
4
Finished
-
mustafakeser
2m 3s
true
<fastai.learner.Learner object at 0x7c94a5cd1600>
torchvision.models.resnet.resnet18
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7c94a5f9ca60>","<utils.BackgroundIOU object at 0x7c94a5f9d4b0>","<utils.RoadIOU object at 0x7c94a5f9cd60>","<utils.TrafficLightIOU object at 0x7c94a5f9d8d0>","<utils.TrafficSignIOU object at 0x7c94a5cd1330>","<utils.PersonIOU object at 0x7c94a5cd0e80>","<utils.VehicleIOU object at 0x7c94a5cd0100>","<utils.BicycleIOU object at 0x7c94a5cd0130>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner._resnet_split
true
false
true
true
true
true
false
true
false
false
run-hmwrm1pp-model
false
true
false
true
false
false
36
true
12345
resnet18
true
100
8
8
Finished
-
mustafakeser
13m 57s
true
<fastai.learner.Learner object at 0x7af6b3408700>
torchvision.models.convnext.convnext_tiny
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7af6b168cc40>","<utils.BackgroundIOU object at 0x7af6b168ca30>","<utils.RoadIOU object at 0x7af6b168ca90>","<utils.TrafficLightIOU object at 0x7af6b0bc6ef0>","<utils.TrafficSignIOU object at 0x7af6b0bc7b20>","<utils.PersonIOU object at 0x7af6b0bc7bb0>","<utils.VehicleIOU object at 0x7af6b3408310>","<utils.BicycleIOU object at 0x7af6b3408580>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
true
true
true
true
false
true
false
false
run-tdbrdkce-model
false
true
false
true
false
false
36
true
12345
convnext_tiny
true
200
4
4
Finished
-
mustafakeser
1m 53s
true
<fastai.learner.Learner object at 0x7df67cf98220>
torchvision.models.resnet.resnet18
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7df67cf9a560>","<utils.BackgroundIOU object at 0x7df67cf99ab0>","<utils.RoadIOU object at 0x7df67cf9b070>","<utils.TrafficLightIOU object at 0x7df67cf99f30>","<utils.TrafficSignIOU object at 0x7df67cf9a830>","<utils.PersonIOU object at 0x7df67cf984f0>","<utils.VehicleIOU object at 0x7df67cd368c0>","<utils.BicycleIOU object at 0x7df67cd36bf0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner._resnet_split
true
false
true
true
true
true
false
true
false
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run-qlhw79pg-model
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true
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true
false
false
36
true
12345
resnet18
true
100
8
8
Finished
-
mustafakeser
14m 31s
true
<fastai.learner.Learner object at 0x7a6f585c86d0>
torchvision.models.convnext.convnext_tiny
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
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models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
false
true
true
true
true
false
true
false
false
run-qrpsmqcg-model
false
true
false
true
false
false
36
true
12345
convnext_tiny
true
100
8
8
Finished
-
mustafakeser
14m 28s
true
<fastai.learner.Learner object at 0x7bae5200d390>
torchvision.models.convnext.convnext_tiny
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7bae538488b0>","<utils.BackgroundIOU object at 0x7bae520d2560>","<utils.RoadIOU object at 0x7bae520d1f00>","<utils.TrafficLightIOU object at 0x7bae520d1ed0>","<utils.TrafficSignIOU object at 0x7bae520d3a00>","<utils.PersonIOU object at 0x7bae520d0c70>","<utils.VehicleIOU object at 0x7bae5200e9e0>","<utils.BicycleIOU object at 0x7bae5200ded0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
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true
true
true
true
false
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false
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run-8dqczt44-model
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true
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true
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36
true
12345
convnext_tiny
true
100
8
8
Finished
-
mustafakeser
6m 57s
true
<fastai.learner.Learner object at 0x7c765a0edea0>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x7c765b510460>","<utils.BackgroundIOU object at 0x7c7659de2140>","<utils.RoadIOU object at 0x7c7659de33d0>","<utils.TrafficLightIOU object at 0x7c7659de1e10>","<utils.TrafficSignIOU object at 0x7c7659de1210>","<utils.PersonIOU object at 0x7c7659de0280>","<utils.VehicleIOU object at 0x7c7659e1bb80>","<utils.BicycleIOU object at 0x7c7659e1bfd0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
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true
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run-rixbmbzj-model
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true
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true
false
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36
true
12345
mobilenet_v3_small
true
100
8
8
Finished
-
mustafakeser
6m 55s
true
<fastai.learner.Learner object at 0x7f3351675f30>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
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models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
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run-6pqqs6ia-model
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36
true
12345
mobilenet_v3_small
true
100
8
8
Finished
-
mustafakeser
7m 10s
true
<fastai.learner.Learner object at 0x7ff7ddfb86d0>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
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models
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7
true
fastai.optimizer.Adam
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fastai.vision.learner.default_split
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run-k136cga0-model
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false
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36
true
12345
mobilenet_v3_small
true
200
4
4
Finished
-
mustafakeser
7m 10s
true
<fastai.learner.Learner object at 0x7a0a108f8ca0>
torchvision.models.mobilenetv3.mobilenet_v3_small
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FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
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models
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7
true
fastai.optimizer.Adam
.
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fastai.vision.learner.default_split
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run-xqglrkgy-model
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36
true
12345
mobilenet_v3_small
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200
4
4
Finished
-
mustafakeser
6m 55s
true
<fastai.learner.Learner object at 0x7d96851c4ca0>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
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models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
true
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true
true
true
true
false
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false
run-r1tzfsru-model
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true
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true
false
false
36
true
12345
mobilenet_v3_small
true
100
8
8
Finished
-
mustafakeser
6m 58s
true
<fastai.learner.Learner object at 0x7ee7e80fed70>
torchvision.models.mobilenetv3.mobilenet_v3_small
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
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models
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7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner.default_split
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true
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true
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run-f9nr1i69-model
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true
false
false
36
true
12345
mobilenet_v3_small
true
100
8
8
Finished
-
mustafakeser
2m 1s
true
<fastai.learner.Learner object at 0x783be3b524d0>
torchvision.models.resnet.resnet18
true
FlattenedLoss of CrossEntropyLoss()
1
true
false
true
0.001
["<utils.MIOU object at 0x783bf1400e50>","<utils.BackgroundIOU object at 0x783be3b52110>","<utils.RoadIOU object at 0x783be3b53250>","<utils.TrafficLightIOU object at 0x783be3b51ea0>","<utils.TrafficSignIOU object at 0x783be3b531f0>","<utils.PersonIOU object at 0x783be3b52d10>","<utils.VehicleIOU object at 0x783be3da7190>","<utils.BicycleIOU object at 0x783be3da77f0>"]
models
[0.95,0.85,0.95]
7
true
fastai.optimizer.Adam
.
true
fastai.vision.learner._resnet_split
true
false
true
true
true
true
false
true
false
false
run-3tsrryvo-model
false
true
false
true
false
false
36
true
12345
resnet18
true
200
4
4
1-20
of 30