Capecape's group workspace
Group: timm
Name
4,796 visualized
Job Type: null
Job Type: null
4685
Job Type: downstream_task
Job Type: downstream_task
107
Job Type: log_planets
Job Type: log_planets
2
Job Type: from_scratch
Job Type: from_scratch
2
State
Notes
User
Tags
Created
Runtime
Sweep
Learner._name
Learner.arch
Learner.loss_func._name
Learner.loss_func._name._name
Learner.loss_func._name._name._name
Learner.loss_func._name._name.axis
Learner.loss_func._name._name.flatten
Learner.loss_func._name._name.floatify
Learner.loss_func._name._name.is_2d
Learner.loss_func._name.axis
Learner.loss_func._name.flatten
Learner.loss_func._name.floatify
Learner.loss_func._name.is_2d
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
TrainEvalCallback
WandbCallback.log
WandbCallback.log_dataset
WandbCallback.log_model
WandbCallback.log_preds
WandbCallback.log_preds_every_epoch
WandbCallback.n_preds
WandbCallback.reorder
WandbCallback.seed
Crashed
its nice
capecape
1mo 5d 8h 21m 55s
-
["<fastai.learner.Learner object at 0x7f124a68d490>","<fastai.learner.Learner object at 0x7f22e80daee0>","<fastai.learner.Learner object at 0x7f7962abbf40>","<fastai.learner.Learner object at 0x7f890c39bf10>","<fastai.learner.Learner object at 0x7f96f4617940>","<fastai.learner.Learner object at 0x7f9e5c547ee0>","<fastai.learner.Learner object at 0x7fa848197fa0>","<fastai.learner.Learner object at 0x7fc63074b4f0>","<fastai.learner.Learner object at 0x7fd1b849c160>","<fastai.learner.Learner object at 0x7fe6901baf40>"]
["mobilevit_s","mobilevit_xs","mobilevit_xxs","regnetz_040","regnetz_040h","regnetz_b16","regnetz_c16","regnetz_d32","regnetz_d8","regnetz_e8"]
["FlattenedLoss of BCEWithLogitsLoss()","FlattenedLoss of CrossEntropyLoss()"]
["FlattenedLoss of BCEWithLogitsLoss()","FlattenedLoss of CrossEntropyLoss()"]
-
-
-
-
-
-1
true
[false,true]
[false,true]
-1
true
[false,true]
[false,true]
0.001
["fastai.metrics.accuracy","fastai.metrics.accuracy_multi","fastai.metrics.error_rate",{"func":"sklearn.metrics._classification.fbeta_score","thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f031e1e3940>","activation":"sigmoid","dim_argmax":null,"flatten":false},{"_name":"<fastai.metrics.AccumMetric object at 0x7f1a902f0f40>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.fbeta_score","thresh":0.5},{"func":"sklearn.metrics._classification.fbeta_score","thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f49f43065b0>","activation":"sigmoid","dim_argmax":null,"flatten":false},{"thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f5130f5abe0>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.fbeta_score"},{"thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f6810097760>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.fbeta_score"},{"func":"sklearn.metrics._classification.fbeta_score","thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f7d87021f40>","activation":"sigmoid","dim_argmax":null,"flatten":false},{"thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7fea3ff47e80>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.fbeta_score"}]
models
0.91667
24.58298
true
fastai.optimizer.Adam
["/home/jhoward/.fastai/data/oxford-iiit-pet","/home/jhoward/.fastai/data/planet_sample","/home/paperspace/.fastai/data/oxford-iiit-pet","/home/paperspace/.fastai/data/planet_sample","/home/tcapelle/.fastai/data/oxford-iiit-pet","/home/tcapelle/.fastai/data/planet_sample"]
true
["fastai.vision.learner.default_split","fastai.vision.learner.timm_default_split","fastai.vision.learner.timm_resnet_split"]
true
false
true
true
true
true
false
true
true
gradients
false
[false,true]
false
false
36
true
12345
Failed
-
capecape
16h 19m 48s
-
["<fastai.learner.Learner object at 0x7f2e789afc10>","<fastai.learner.Learner object at 0x7f2e78e4cc40>","<fastai.learner.Learner object at 0x7f2e78efd730>","<fastai.learner.Learner object at 0x7f2e79679e80>","<fastai.learner.Learner object at 0x7f2e79736670>","<fastai.learner.Learner object at 0x7f2e9f923580>","<fastai.learner.Learner object at 0x7f8be20ca430>","<fastai.learner.Learner object at 0x7f9e0f256f70>","<fastai.learner.Learner object at 0x7f9e0f342b20>","<fastai.learner.Learner object at 0x7f9e12414f70>"]
["convnext_tiny","regnetx_040","resnet18"]
FlattenedLoss of BCEWithLogitsLoss()
["FlattenedLoss of BCEWithLogitsLoss()","FlattenedLoss of CrossEntropyLoss()"]
-
-
-
-
-
-1
true
[false,true]
[false,true]
-1
true
[false,true]
[false,true]
0.001
["fastai.metrics.accuracy","fastai.metrics.accuracy_multi","fastai.metrics.error_rate",{"func":"sklearn.metrics._classification.fbeta_score","thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f9e0efdf070>","activation":"sigmoid","dim_argmax":null,"flatten":false},{"func":"sklearn.metrics._classification.f1_score","thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f9e0efdf0d0>","activation":"sigmoid","dim_argmax":null,"flatten":false},{"thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f9e0f4892e0>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.fbeta_score"},{"thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f9e0f489310>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.f1_score"},{"thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f9e129da490>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.fbeta_score"},{"flatten":false,"func":"sklearn.metrics._classification.f1_score","thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f9e129da640>","activation":"sigmoid","dim_argmax":null},{"activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.f1_score","thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f9e12d358b0>"}]
models
0.91667
25.2243
true
fastai.optimizer.Adam
["/home/paperspace/.fastai/data/oxford-iiit-pet","/home/paperspace/.fastai/data/planet_sample"]
[false,true]
["fastai.vision.learner.timm_default_split","fastai.vision.learner.timm_resnet_split"]
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
Finished
-
capecape
1m 52s
-
<fastai.learner.Learner object at 0x7f2e78efd730>
convnext_tiny
-
FlattenedLoss of CrossEntropyLoss()
-
-
-
-
-
-1
true
false
true
-1
true
false
true
0.001
["fastai.metrics.accuracy","fastai.metrics.error_rate"]
models
[0.95,0.85,0.95]
37
true
fastai.optimizer.Adam
/home/paperspace/.fastai/data/oxford-iiit-pet
true
fastai.vision.learner.timm_default_split
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
Finished
-
capecape
1m 54s
-
<fastai.learner.Learner object at 0x7f2e9f923580>
convnext_tiny
-
FlattenedLoss of CrossEntropyLoss()
-
-
-
-
-
-1
true
false
true
-1
true
false
true
0.001
["fastai.metrics.accuracy","fastai.metrics.error_rate"]
models
[0.95,0.85,0.95]
37
true
fastai.optimizer.Adam
/home/paperspace/.fastai/data/oxford-iiit-pet
true
fastai.vision.learner.timm_default_split
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
Finished
-
capecape
1m 53s
-
<fastai.learner.Learner object at 0x7f2e79679e80>
convnext_tiny
-
FlattenedLoss of CrossEntropyLoss()
-
-
-
-
-
-1
true
false
true
-1
true
false
true
0.001
["fastai.metrics.accuracy","fastai.metrics.error_rate"]
models
[0.95,0.85,0.95]
37
true
fastai.optimizer.Adam
/home/paperspace/.fastai/data/oxford-iiit-pet
true
fastai.vision.learner.timm_default_split
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
Finished
-
capecape
1m 52s
-
<fastai.learner.Learner object at 0x7f2e78e4cc40>
convnext_tiny
-
FlattenedLoss of CrossEntropyLoss()
-
-
-
-
-
-1
true
false
true
-1
true
false
true
0.001
["fastai.metrics.accuracy","fastai.metrics.error_rate"]
models
[0.95,0.85,0.95]
37
true
fastai.optimizer.Adam
/home/paperspace/.fastai/data/oxford-iiit-pet
false
fastai.vision.learner.timm_default_split
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
Finished
-
capecape
1m 53s
-
<fastai.learner.Learner object at 0x7f2e789afc10>
convnext_tiny
-
FlattenedLoss of CrossEntropyLoss()
-
-
-
-
-
-1
true
false
true
-1
true
false
true
0.001
["fastai.metrics.accuracy","fastai.metrics.error_rate"]
models
[0.95,0.85,0.95]
37
true
fastai.optimizer.Adam
/home/paperspace/.fastai/data/oxford-iiit-pet
false
fastai.vision.learner.timm_default_split
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
Finished
-
capecape
1m 54s
-
<fastai.learner.Learner object at 0x7f2e79736670>
convnext_tiny
-
FlattenedLoss of CrossEntropyLoss()
-
-
-
-
-
-1
true
false
true
-1
true
false
true
0.001
["fastai.metrics.accuracy","fastai.metrics.error_rate"]
models
[0.95,0.85,0.95]
37
true
fastai.optimizer.Adam
/home/paperspace/.fastai/data/oxford-iiit-pet
false
fastai.vision.learner.timm_default_split
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
Failed
-
capecape
1m 31s
-
<fastai.learner.Learner object at 0x7f8be20ca430>
convnext_tiny
-
FlattenedLoss of CrossEntropyLoss()
-
-
-
-
-
-1
true
false
true
-1
true
false
true
0.001
["fastai.metrics.accuracy","fastai.metrics.error_rate"]
models
[0.95,0.85,0.95]
37
true
fastai.optimizer.Adam
/home/paperspace/.fastai/data/oxford-iiit-pet
false
fastai.vision.learner.timm_default_split
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
Finished
-
capecape
27s
-
<fastai.learner.Learner object at 0x7f9e0f342b20>
regnetx_040
-
FlattenedLoss of BCEWithLogitsLoss()
-
-
-
-
-
-1
true
true
false
-1
true
true
false
0.001
["fastai.metrics.accuracy_multi",{"dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.f1_score","thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f9e0f489310>","activation":"sigmoid"},{"_name":"<fastai.metrics.AccumMetric object at 0x7f9e0f4892e0>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.fbeta_score","thresh":0.5}]
models
[0.95,0.85,0.95]
17
true
fastai.optimizer.Adam
/home/paperspace/.fastai/data/planet_sample
true
fastai.vision.learner.timm_default_split
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
Finished
-
capecape
27s
-
<fastai.learner.Learner object at 0x7f9e12414f70>
regnetx_040
-
FlattenedLoss of BCEWithLogitsLoss()
-
-
-
-
-
-1
true
true
false
-1
true
true
false
0.001
["fastai.metrics.accuracy_multi",{"thresh":0.5,"_name":"<fastai.metrics.AccumMetric object at 0x7f9e0efdf0d0>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.f1_score"},{"_name":"<fastai.metrics.AccumMetric object at 0x7f9e0efdf070>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.fbeta_score","thresh":0.5}]
models
[0.95,0.85,0.95]
17
true
fastai.optimizer.Adam
/home/paperspace/.fastai/data/planet_sample
true
fastai.vision.learner.timm_default_split
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
Finished
-
capecape
27s
-
<fastai.learner.Learner object at 0x7f9e0f256f70>
regnetx_040
-
FlattenedLoss of BCEWithLogitsLoss()
-
-
-
-
-
-1
true
true
false
-1
true
true
false
0.001
["fastai.metrics.accuracy_multi",{"_name":"<fastai.metrics.AccumMetric object at 0x7f9e129da640>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.f1_score","thresh":0.5},{"_name":"<fastai.metrics.AccumMetric object at 0x7f9e129da490>","activation":"sigmoid","dim_argmax":null,"flatten":false,"func":"sklearn.metrics._classification.fbeta_score","thresh":0.5}]
models
[0.95,0.85,0.95]
17
true
fastai.optimizer.Adam
/home/paperspace/.fastai/data/planet_sample
true
fastai.vision.learner.timm_default_split
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
Failed
-
capecape
26s
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
capecape
3m 1s
-
["<fastai.learner.Learner object at 0x7fcfe96613d0>","<fastai.learner.Learner object at 0x7fd0082cb520>"]
resnet18
-
FlattenedLoss of CrossEntropyLoss()
-
-
-
-
-
-1
true
false
true
-1
true
false
true
0.001
fastai.metrics.error_rate
models
0.91667
37
true
fastai.optimizer.Adam
/home/paperspace/.fastai/data/oxford-iiit-pet
[false,true]
fastai.vision.learner.timm_resnet_split
true
false
true
true
true
true
false
true
true
gradients
false
true
false
-
36
true
12345
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