Arampacha's workspace
Runs
301
Name
3 visualized
accuracy
0.88725
0.90023
0.93119
0.92775
0.87255
0.85784
State
Notes
User
Tags
Created
Runtime
Sweep
Learner._name
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.opt_func
Learner.path
Learner.splitter
Learner.train_bn
Learner.wd_bn_bias
ParamScheduler
ProgressCallback
Recorder.add_time
Recorder.train_metrics
Recorder.valid_metrics
SaveModelCallback.at_end
SaveModelCallback.every_epoch
SaveModelCallback.fname
SaveModelCallback.with_opt
TrainEvalCallback
TransCallback
WandbCallback.log
WandbCallback.log_dataset
WandbCallback.log_model
WandbCallback.log_preds
WandbCallback.n_preds
WandbCallback.reorder
WandbCallback.seed
batch per epoch
batch size
dataset.tfms
device
diff_lr
diff_lr_decay_factor
dls.after_batch
dls.after_item
dls.before_batch
frozen idx
frozen
Finished
arampacha
4m 7s
-
<fasthugs.learner.TransLearner object at 0x7f85f80c2050>
FlattenedLoss of CrossEntropyLoss()
-1
true
false
true
0.001
["fastai.metrics.accuracy",{"dim_argmax":-1,"flatten":true,"func":"sklearn.metrics._classification.f1_score","thresh":null,"_name":"<fastai.metrics.AccumMetric object at 0x7f83c7dad190>","activation":"no"}]
models
0.91667
fastai.optimizer.Adam
.
__main__.layerwise_splitter
true
false
true
true
true
false
true
false
false
deberta-v3-xsmall-mrpc
false
true
true
gradients
false
false
false
36
true
12345
114
32
[Pipeline: TextGetter, Pipeline: ItemGetter -> Categorize -- {'vocab': None, 'sort': True, 'add_na': False}]
cuda
-
-
Pipeline: Undict
Pipeline: ToTensor
Pipeline: TokBatchTransform
0
false
Finished
arampacha
22m 4s
-
<fasthugs.learner.TransLearner object at 0x7fa87a692510>
FlattenedLoss of CrossEntropyLoss()
-1
true
false
true
0.001
fastai.metrics.accuracy
models
0.91667
fastai.optimizer.Adam
.
__main__.layerwise_splitter
true
false
true
true
true
false
true
false
false
electra-small-discriminator-sst2
false
true
true
gradients
false
false
false
36
true
12345
2104
32
[Pipeline: TextGetter, Pipeline: ItemGetter -> Categorize -- {'vocab': None, 'sort': True, 'add_na': False}]
cuda
-
-
Pipeline: Undict
Pipeline: ToTensor
Pipeline: TokBatchTransform
0
false
Finished
arampacha
39m 35s
-
<fasthugs.learner.TransLearner object at 0x7fae48f34610>
FlattenedLoss of CrossEntropyLoss()
-1
true
false
true
0.001
fastai.metrics.accuracy
models
0.91667
fastai.optimizer.Adam
.
__main__.layerwise_splitter
true
false
true
true
true
false
true
false
false
deberta-v3-xsmall-sst2
false
true
true
gradients
false
false
false
36
true
12345
2104
32
[Pipeline: TextGetter, Pipeline: ItemGetter -> Categorize -- {'vocab': None, 'sort': True, 'add_na': False}]
cuda
-
-
Pipeline: Undict
Pipeline: ToTensor
Pipeline: TokBatchTransform
0
false
Finished
arampacha
22m 53s
-
<fasthugs.learner.TransLearner object at 0x7fa87c09ee10>
FlattenedLoss of CrossEntropyLoss()
-1
true
false
true
0.001
fastai.metrics.accuracy
models
0.91667
fastai.optimizer.Adam
.
__main__.layerwise_splitter
true
false
true
true
true
false
true
false
false
MiniLM-L12-H384-uncased-sst2
false
true
true
gradients
false
false
false
36
true
12345
2104
32
[Pipeline: TextGetter, Pipeline: ItemGetter -> Categorize -- {'vocab': None, 'sort': True, 'add_na': False}]
cuda
-
-
Pipeline: Undict
Pipeline: ToTensor
Pipeline: TokBatchTransform
0
false
Finished
arampacha
3m 51s
-
<fasthugs.learner.TransLearner object at 0x7fa87f249b90>
FlattenedLoss of CrossEntropyLoss()
-1
true
false
true
0.001
["fastai.metrics.accuracy",{"thresh":null,"_name":"<fastai.metrics.AccumMetric object at 0x7fa881a91350>","activation":"no","dim_argmax":-1,"flatten":true,"func":"sklearn.metrics._classification.f1_score"}]
models
0.91667
fastai.optimizer.Adam
.
__main__.layerwise_splitter
true
false
true
true
true
false
true
false
false
MiniLM-L12-H384-uncased-mrpc
false
true
true
gradients
false
false
false
36
true
12345
114
32
[Pipeline: TextGetter, Pipeline: ItemGetter -> Categorize -- {'vocab': None, 'sort': True, 'add_na': False}]
cuda
-
-
Pipeline: Undict
Pipeline: ToTensor
Pipeline: TokBatchTransform
0
false
Finished
arampacha
7m 34s
-
<fasthugs.learner.TransLearner object at 0x7fa881aed450>
FlattenedLoss of CrossEntropyLoss()
-1
true
false
true
0.001
["fastai.metrics.accuracy",{"flatten":true,"func":"sklearn.metrics._classification.f1_score","thresh":null,"_name":"<fastai.metrics.AccumMetric object at 0x7fa87a63d710>","activation":"no","dim_argmax":-1}]
models
0.91667
fastai.optimizer.Adam
.
__main__.layerwise_splitter
true
false
true
true
true
false
true
false
false
electra-small-discriminator-mrpc
false
true
true
gradients
false
false
false
36
true
12345
114
32
[Pipeline: TextGetter, Pipeline: ItemGetter -> Categorize -- {'vocab': None, 'sort': True, 'add_na': False}]
cuda
-
-
Pipeline: Undict
Pipeline: ToTensor
Pipeline: TokBatchTransform
0
false
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