API
create()
record()
evaluate()
start()
get_uuid()
load()
load_models()
save_checkpoint()
add_pytorch_models()
add_sklearn_models()
add_model_savers()
ModelSaver
ModelSaver.save()
ModelSaver.load()
configs()
load_configs()
save_bundle()
load_bundle()
distributed()
save_numpy()
save()
add()
set_global_step()
add_global_step()
get_global_step()
set_queue()
set_histogram()
set_scalar()
set_indexed_scalar()
set_image()
set_text()
set_tensor()
set_indexed_text()
namespace()
reset()
new_line()
LabMLFastAICallback
LabMLKerasCallback
LabMLLightningLogger
section()
func()
progress()
fail()
iterate()
enum()
mix()
loop()
finish_loop()
ModelProbe
ModelProbe.parameters
ModelProbe.forward_input
ModelProbe.forward_output
ModelProbe.backward_input
ModelProbe.backward_output
ValueCollection
ValueCollection.get_value()
ValueCollection.get_list()
ValueCollection.get_dict()
ValueCollection.deep()
DeepValueCollection
DeepValueCollection.get_value()
DeepValueCollection.get_list()
DeepValueCollection.get_dict()
runs()
get_run()
set_preferred_db()
indicator_data()
artifact_data()
IndicatorCollection
distribution()
scatter()
binned_heatmap()
histogram()
BaseConfigs
option()
calculate()
hyperparams()
meta_config()
aggregate()
DynamicHyperParam
FloatDynamicHyperParam
IntDynamicHyperParam
log()
inspect()
Text
Text.danger
Text.heading
Text.highlight
Text.key
Text.link
Text.meta
Text.meta2
Text.none
Text.subtle
Text.success
Text.title
Text.value
Text.warning
Style
Style.bold
Style.light
Style.none
Style.normal
Style.underline
Color
Color.black
Color.blue
Color.cyan
Color.green
Color.none
Color.orange
Color.purple
Color.red
Color.white
StyleCode
get_info()
get_path()
get_data_path()
get_experiments_path()
configure()
new_run()
new_run_process()
cache()
cache_get()
cache_set()
DelayedKeyboardInterrupt
download_file()
extract_tar()
store_model_indicators()
store_optimizer_indicators()
get_modules()
get_device()
DeviceConfigs
SeedConfigs
OptimizerConfigs
TrainingLoopConfigs
TrainValidConfigs
SimpleTrainValidConfigs
MNISTConfigs
CIFAR10Configs
CsvDataset
DatasetServer
RemoteDataset
TextDataset
TextFileDataset
SequentialDataLoader
SequentialUnBatchedDataset
Schedule
Flat
Dynamic
Piecewise
RelativePiecewise
StateModule
Metric
Accuracy
BinaryAccuracy
AccuracyDirect
Collector
RecallPrecision
SimpleStateModule
SimpleState
Module
CLI
This is the Python API & CLI reference. Visit the Github Repo for an overview and tutorials.
