Geekyrakshit's workspace
Runs
82
Name
82 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
Learner._name
Learner.loss_func._name
Learner.loss_func._name._name
Learner.loss_func._name.axis
Learner.loss_func._name.flatten
Learner.loss_func._name.floatify
Learner.loss_func._name.gamma
Learner.loss_func._name.is_2d
Learner.loss_func._name.reduction
Learner.loss_func._name.smooth
Learner.loss_func.axis
Learner.loss_func.flatten
Learner.loss_func.floatify
Learner.loss_func.gamma
Learner.loss_func.is_2d
Learner.loss_func.reduction
Learner.loss_func.smooth
Learner.lr
Learner.metrics
Learner.model_dir
Learner.moms
Learner.opt_func
Learner.path
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
WandbCallback.log_dataset
WandbCallback.log_model
WandbCallback.log_preds
WandbCallback.n_preds
WandbCallback.reorder
WandbCallback.seed
Finished
geekyrakshit
2m 53s
<fastai.learner.Learner object at 0x7fdd7943a970>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fdd7943a850>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_resnet50
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
4m 18s
<fastai.learner.Learner object at 0x7fdd7962b700>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fdd7962b5e0>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_vgg19
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
4m 44s
<fastai.learner.Learner object at 0x7fdd79807310>
FlattenedLoss of CrossEntropyLoss()
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1
true
false
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true
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0.001
["<fastai.metrics.DiceMulti object at 0x7fdd79807070>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_vgg19
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
4m 24s
<fastai.learner.Learner object at 0x7fdd501f2ac0>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fdd501f29a0>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_vgg19
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
4m 25s
<fastai.learner.Learner object at 0x7fdd5172fa90>
<__main__.DiceLoss object at 0x7fdd5172f820>
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1
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1
0.001
["<fastai.metrics.DiceMulti object at 0x7fdd5172f7c0>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_vgg16
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
2m 43s
<fastai.learner.Learner object at 0x7fdd9828bd60>
<__main__.DiceLoss object at 0x7fdd9828b160>
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1
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1
0.001
["<fastai.metrics.DiceMulti object at 0x7fdd9828b640>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_resnet34
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
2m 11s
<fastai.learner.Learner object at 0x7fddb2bdc520>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fddb2ea1490>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_resnet34
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
4m 30s
<fastai.learner.Learner object at 0x7fdd51198100>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fdd5123afa0>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_vgg16
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
4m 36s
<fastai.learner.Learner object at 0x7fdd513e8e20>
<__main__.DiceLoss object at 0x7fdd513e8bb0>
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1
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1
0.001
["<fastai.metrics.DiceMulti object at 0x7fdd513e8b50>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_vgg19
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
4m 13s
<fastai.learner.Learner object at 0x7fdd515ad280>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fdd515adee0>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_vgg16
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
2m 38s
<fastai.learner.Learner object at 0x7fdd51733760>
<__main__.DiceLoss object at 0x7fdd51733490>
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1
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1
0.001
["<fastai.metrics.DiceMulti object at 0x7fdd51733610>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_resnet34
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
2m 51s
<fastai.learner.Learner object at 0x7fdd983201f0>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fdd98320400>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_resnet50
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
2m 40s
<fastai.learner.Learner object at 0x7fddb2beacd0>
<__main__.DiceLoss object at 0x7fddb21805b0>
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1
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1
0.001
["<fastai.metrics.DiceMulti object at 0x7fddb2180490>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_resnet34
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
2m 3s
<fastai.learner.Learner object at 0x7fddb1a82880>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fddb1a82250>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_mobilenetv3_small_050
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
4m 17s
<fastai.learner.Learner object at 0x7fdd981afeb0>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fdd981afd90>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_vgg19
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
2m 20s
<fastai.learner.Learner object at 0x7fdd9834b6d0>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fdd9834b4f0>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_resnet18
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
2m
<fastai.learner.Learner object at 0x7fddb2840d00>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fddb2840be0>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_resnet18
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
2m 54s
<fastai.learner.Learner object at 0x7fddb2b33c70>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fddb2b33b50>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_resnet50
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
4m 32s
<fastai.learner.Learner object at 0x7fdd98760580>
<__main__.DiceLoss object at 0x7fdd98760310>
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1
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1
0.001
["<fastai.metrics.DiceMulti object at 0x7fdd987602b0>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_vgg19
false
true
gradients
false
true
false
36
true
12345
Finished
geekyrakshit
4m 26s
<fastai.learner.Learner object at 0x7fdd987ee610>
FlattenedLoss of FocalLoss()
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2
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mean
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0.001
["<fastai.metrics.DiceMulti object at 0x7fddb0147c40>","fastai.metrics.foreground_acc"]
models
[0.95,0.85,0.95]
fastai.optimizer.Adam
/home/paperspace/.fastai/data/camvid
fastai.torch_core.trainable_params
true
false
true
true
true
true
false
true
false
false
unet_vgg19
false
true
gradients
false
true
false
36
true
12345
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