API#
See Technological Overview for an overview of the code.
returnn
returnn.__main__
returnn.__old_mod_loader__
returnn.__setup__
returnn.config
Config
Config.load_file()
Config.get_config_file_type()
Config.parse_cmd_args()
Config.add_line()
Config.has()
Config.is_typed()
Config.is_true()
Config.is_of_type()
Config.get_of_type()
Config.set()
Config.update()
Config.value()
Config.typed_value()
Config.opt_typed_value()
Config.int()
Config.bool()
Config.bool_or_other()
Config.float()
Config.list()
Config.int_list()
Config.float_list()
Config.int_pair()
global_config_ctx()
set_global_config()
get_global_config()
network_json_from_config()
tf_should_use_gpu()
returnn.datasets
returnn.datasets.audio
OggZipDataset
OggZipDataset.init_seq_order()
OggZipDataset.supports_seq_order_sorting()
OggZipDataset.get_current_seq_order()
OggZipDataset.have_corpus_seq_idx()
OggZipDataset.get_corpus_seq_idx()
OggZipDataset.get_tag()
OggZipDataset.get_all_tags()
OggZipDataset.get_total_num_seqs()
OggZipDataset.get_data_shape()
OggZipDataset.have_get_corpus_seq()
OggZipDataset.get_corpus_seq()
returnn.datasets.basic
random()
Dataset
Dataset.kwargs_update_from_config()
Dataset.get_default_kwargs_eval()
Dataset.from_config()
Dataset.is_cached()
Dataset.get_seq_length()
Dataset.get_estimated_seq_length()
Dataset.get_num_timesteps()
Dataset.load_seqs()
Dataset.get_seq_order_for_epoch()
Dataset.init_seq_order()
Dataset.finish_epoch()
Dataset.get_current_seq_order()
Dataset.supports_seq_order_sorting()
Dataset.initialize()
Dataset.get_times()
Dataset.get_data()
Dataset.get_input_data()
Dataset.get_targets()
Dataset.get_data_slice()
Dataset.get_tag()
Dataset.get_all_tags()
Dataset.get_total_num_seqs()
Dataset.have_corpus_seq_idx()
Dataset.get_corpus_seq_idx()
Dataset.have_get_corpus_seq()
Dataset.get_corpus_seq()
Dataset.generic_complete_frac()
Dataset.get_complete_frac()
Dataset.num_seqs
Dataset.estimated_num_seqs
Dataset.get_data_keys()
Dataset.get_target_list()
Dataset.get_data_dim()
Dataset.get_data_dtype()
Dataset.is_data_sparse()
Dataset.get_data_shape()
Dataset.have_seqs()
Dataset.len_info()
Dataset.is_less_than_num_seqs()
Dataset.can_serialize_data()
Dataset.serialize_data()
Dataset.iterate_seqs()
Dataset.get_start_end_frames_full_seq()
Dataset.sample()
Dataset.batch_set_generator_cache_whole_epoch()
Dataset.generate_batches()
Dataset.index_shape_for_batches()
DatasetSeq
get_dataset_class()
init_dataset()
init_dataset_via_str()
convert_data_dims()
shapes_for_batches()
set_config_extern_data_from_dataset()
returnn.datasets.bundle_file
returnn.datasets.cached
CachedDataset
CachedDataset.initialize()
CachedDataset.init_seq_order()
CachedDataset.supports_seq_order_sorting()
CachedDataset.get_current_seq_order()
CachedDataset.batch_set_generator_cache_whole_epoch()
CachedDataset.load_seqs()
CachedDataset.alloc_interval_index()
CachedDataset.insert_alloc_interval()
CachedDataset.remove_alloc_interval()
CachedDataset.delete()
CachedDataset.num_seqs
CachedDataset.is_cached()
CachedDataset.get_seq_length_nd()
CachedDataset.get_seq_length()
CachedDataset.get_seq_start()
CachedDataset.get_times()
CachedDataset.get_input_data()
CachedDataset.get_data_dim()
CachedDataset.get_targets()
CachedDataset.get_target_list()
CachedDataset.get_tag()
CachedDataset.have_corpus_seq_idx()
CachedDataset.get_corpus_seq_idx()
returnn.datasets.cached2
CachedDataset2
CachedDataset2.init_seq_order()
CachedDataset2.is_cached()
CachedDataset2.num_seqs
CachedDataset2.is_less_than_num_seqs()
CachedDataset2.get_num_timesteps()
CachedDataset2.get_seq_length()
CachedDataset2.get_data()
CachedDataset2.get_input_data()
CachedDataset2.get_targets()
CachedDataset2.get_tag()
CachedDataset2.get_data_keys()
CachedDataset2.get_target_list()
CachedDataset2.is_data_sparse()
CachedDataset2.get_data_dim()
CachedDataset2.get_data_dtype()
SingleStreamPipeDataset
returnn.datasets.generating
GeneratingDataset
GeneratingDataset.init_seq_order()
GeneratingDataset.is_cached()
GeneratingDataset.have_get_corpus_seq()
GeneratingDataset.get_corpus_seq()
GeneratingDataset.generate_seq()
GeneratingDataset.get_num_timesteps()
GeneratingDataset.num_seqs
GeneratingDataset.get_total_num_seqs()
GeneratingDataset.have_corpus_seq_idx()
GeneratingDataset.get_corpus_seq_idx()
GeneratingDataset.get_seq_length()
GeneratingDataset.get_data()
GeneratingDataset.get_input_data()
GeneratingDataset.get_targets()
GeneratingDataset.get_tag()
GeneratingDataset.get_all_tags()
GeneratingDataset.get_current_seq_order()
Task12AXDataset
TaskEpisodicCopyDataset
TaskXmlModelingDataset
TaskVariableAssignmentDataset
TaskNumberBaseConvertDataset
DummyDataset
DummyDatasetMultipleSequenceLength
DummyDatasetMultipleDataKeys
StaticDataset
StaticDataset.copy_from_dataset()
StaticDataset.init_seq_order()
StaticDataset.supports_seq_order_sorting()
StaticDataset.get_data_keys()
StaticDataset.get_target_list()
StaticDataset.get_data_dtype()
StaticDataset.get_total_num_seqs()
StaticDataset.get_all_tags()
StaticDataset.get_tag()
StaticDataset.have_corpus_seq_idx()
StaticDataset.get_corpus_seq_idx()
CopyTaskDataset
TimitDataset
NltkTimitDataset
BlissDataset
LibriSpeechCorpus
LibriSpeechCorpus.init_seq_order()
LibriSpeechCorpus.supports_seq_order_sorting()
LibriSpeechCorpus.get_current_seq_order()
LibriSpeechCorpus.have_corpus_seq_idx()
LibriSpeechCorpus.get_corpus_seq_idx()
LibriSpeechCorpus.get_tag()
LibriSpeechCorpus.get_all_tags()
LibriSpeechCorpus.get_total_num_seqs()
Enwik8Corpus
demo()
returnn.datasets.hdf
HDFDataset
HDFDataset.add_file()
HDFDataset.get_data()
HDFDataset.get_data_by_seq_tag()
HDFDataset.get_input_data()
HDFDataset.get_targets()
HDFDataset.get_estimated_seq_length()
HDFDataset.get_tag()
HDFDataset.have_get_corpus_seq()
HDFDataset.get_corpus_seq()
HDFDataset.get_all_tags()
HDFDataset.get_total_num_seqs()
HDFDataset.is_data_sparse()
HDFDataset.get_data_dtype()
HDFDataset.len_info()
StreamParser
FeatureSequenceStreamParser
SparseStreamParser
SegmentAlignmentStreamParser
NextGenHDFDataset
SiameseHDFDataset
SimpleHDFWriter
HDFDatasetWriter
returnn.datasets.lm
LmDataset
iter_corpus()
read_corpus()
AllophoneState
AllophoneState.context_history
AllophoneState.context_future
AllophoneState.boundary
AllophoneState.id
AllophoneState.state
AllophoneState.format()
AllophoneState.copy()
AllophoneState.mark_initial()
AllophoneState.mark_final()
AllophoneState.phoneme()
AllophoneState.set_phoneme()
AllophoneState.phone_idx()
AllophoneState.index()
AllophoneState.from_index()
AllophoneState.from_classic_index()
Lexicon
StateTying
PhoneSeqGenerator
TranslationDataset
TranslationDataset.source_file_prefix
TranslationDataset.target_file_prefix
TranslationDataset.main_source_data_key
TranslationDataset.main_target_data_key
TranslationDataset.have_corpus_seq_idx()
TranslationDataset.get_all_tags()
TranslationDataset.get_corpus_seq_idx()
TranslationDataset.is_data_sparse()
TranslationDataset.get_data_dtype()
TranslationDataset.init_seq_order()
TranslationDataset.supports_seq_order_sorting()
TranslationDataset.get_estimated_seq_length()
TranslationFactorsDataset
ConfusionNetworkDataset
ConfusionNetworkDataset.main_source_data_key
ConfusionNetworkDataset.get_data_keys()
ConfusionNetworkDataset.is_data_sparse()
ConfusionNetworkDataset.get_data_dtype()
ConfusionNetworkDataset.get_data_shape()
ConfusionNetworkDataset.added_data
ConfusionNetworkDataset.lock
ConfusionNetworkDataset.rnd_seq_drop
ConfusionNetworkDataset.num_outputs
ConfusionNetworkDataset.labels
expand_abbreviations()
lowercase()
lowercase_keep_special()
collapse_whitespace()
convert_to_ascii()
basic_cleaners()
transliteration_cleaners()
english_cleaners()
english_cleaners_keep_special()
get_remove_chars()
get_replace()
normalize_numbers()
get_post_processor_function()
returnn.datasets.map
MapDatasetBase
MapDatasetWrapper
MapDatasetWrapper.map_dataset
MapDatasetWrapper.num_seqs
MapDatasetWrapper.get_total_num_seqs()
MapDatasetWrapper.init_seq_order()
MapDatasetWrapper.supports_seq_order_sorting()
MapDatasetWrapper.get_current_seq_order()
MapDatasetWrapper.get_tag()
MapDatasetWrapper.get_all_tags()
MapDatasetWrapper.get_corpus_seq_idx()
MapDatasetWrapper.have_corpus_seq_idx()
MapDatasetWrapper.get_data_keys()
MapDatasetWrapper.get_data_dim()
MapDatasetWrapper.get_data_dtype()
MapDatasetWrapper.is_data_sparse()
MapDatasetWrapper.get_data_shape()
FromListDataset
returnn.datasets.meta
EpochWiseFilter
MetaDataset
MetaDataset.init_seq_order()
MetaDataset.supports_seq_order_sorting()
MetaDataset.get_current_seq_order()
MetaDataset.get_all_tags()
MetaDataset.get_total_num_seqs()
MetaDataset.finish_epoch()
MetaDataset.get_seq_length()
MetaDataset.get_tag()
MetaDataset.get_data_keys()
MetaDataset.get_target_list()
MetaDataset.get_data_shape()
MetaDataset.get_data_dtype()
MetaDataset.is_data_sparse()
ClusteringDataset
ConcatDataset
CombinedDataset
ConcatSeqsDataset
ConcatSeqsDataset.init_seq_order()
ConcatSeqsDataset.supports_seq_order_sorting()
ConcatSeqsDataset.have_corpus_seq_idx()
ConcatSeqsDataset.get_corpus_seq_idx()
ConcatSeqsDataset.get_data_keys()
ConcatSeqsDataset.get_target_list()
ConcatSeqsDataset.get_data_dtype()
ConcatSeqsDataset.get_data_dim()
ConcatSeqsDataset.is_data_sparse()
ConcatSeqsDataset.get_data_shape()
ChunkShuffleDataset
returnn.datasets.multi_proc
returnn.datasets.normalization_data
NormalizationData
NormalizationData.GROUP_INPUTS
NormalizationData.GROUP_OUTPUTS
NormalizationData.DATASET_MEAN
NormalizationData.DATASET_MEAN_OF_SQUARES
NormalizationData.DATASET_VARIANCE
NormalizationData.DATASET_TOTAL_FRAMES
NormalizationData.DATASET_TIME_DIMENSION_INDEX
NormalizationData.DATASET_FEATURE_DIMENSION_INDEX
NormalizationData.SUMMATION_PRECISION
NormalizationData.createNormalizationFile()
NormalizationData.inputMean
NormalizationData.inputVariance
NormalizationData.outputMean
NormalizationData.outputVariance
returnn.datasets.numpy_dump
returnn.datasets.raw_wav
returnn.datasets.sprint
SprintDatasetBase
SprintDatasetBase.SprintCachedSeqsMax
SprintDatasetBase.SprintCachedSeqsMin
SprintDatasetBase.use_multiple_epochs()
SprintDatasetBase.set_dimensions()
SprintDatasetBase.init_sprint_epoch()
SprintDatasetBase.finalize_sprint()
SprintDatasetBase.init_seq_order()
SprintDatasetBase.wait_for_returnn_epoch()
SprintDatasetBase.is_cached()
SprintDatasetBase.load_seqs()
SprintDatasetBase.add_new_data()
SprintDatasetBase.finish_sprint_epoch()
SprintDatasetBase.get_num_timesteps()
SprintDatasetBase.num_seqs
SprintDatasetBase.have_seqs()
SprintDatasetBase.is_less_than_num_seqs()
SprintDatasetBase.get_data_keys()
SprintDatasetBase.get_target_list()
SprintDatasetBase.set_complete_frac()
SprintDatasetBase.get_complete_frac()
SprintDatasetBase.get_seq_length()
SprintDatasetBase.get_data()
SprintDatasetBase.get_input_data()
SprintDatasetBase.get_targets()
SprintDatasetBase.get_tag()
ExternSprintDataset
SprintCacheDataset
demo()
returnn.datasets.stereo
returnn.datasets.util
returnn.datasets.util.feature_extraction
returnn.datasets.util.strings
returnn.datasets.util.vocabulary
Vocabulary
Vocabulary.create_vocab()
Vocabulary.set_random_seed()
Vocabulary.create_vocab_dict_from_labels()
Vocabulary.create_vocab_from_labels()
Vocabulary.tf_get_init_variable_func()
Vocabulary.to_id()
Vocabulary.label_to_id()
Vocabulary.id_to_label()
Vocabulary.is_id_valid()
Vocabulary.labels
Vocabulary.get_seq()
Vocabulary.get_seq_indices()
Vocabulary.get_seq_labels()
BytePairEncoding
SamplingBytePairEncoding
SentencePieces
CharacterTargets
Utf8ByteTargets
returnn.engine
returnn.engine.base
EngineBase
EngineBase.init_network_from_config()
EngineBase.init_train_from_config()
EngineBase.config_get_final_epoch()
EngineBase.get_existing_models()
EngineBase.get_epoch_model()
EngineBase.get_train_start_epoch()
EngineBase.epoch_model_filename()
EngineBase.get_epoch_model_filename()
EngineBase.get_epoch_str()
EngineBase.is_pretrain_epoch()
EngineBase.is_first_epoch_after_pretrain()
EngineBase.forward_with_callback()
EngineBase.delete_model()
EngineBase.cleanup_old_models()
returnn.engine.batch
returnn.extern
returnn.extern.HawkAaronWarpTransducer
returnn.extern.WarpRna
returnn.extern.WarpRna.__main__
returnn.extern.graph_editor
returnn.extern.graph_editor.edit
returnn.extern.graph_editor.reroute
returnn.extern.graph_editor.select
can_be_regex()
make_regex()
filter_ts()
filter_ts_from_regex()
filter_ops()
filter_ops_from_regex()
get_name_scope_ops()
check_cios()
get_ops_ios()
compute_boundary_ts()
get_within_boundary_ops()
get_forward_walk_ops()
get_backward_walk_ops()
get_walks_intersection_ops()
get_walks_union_ops()
select_ops()
select_ts()
select_ops_and_ts()
returnn.extern.graph_editor.subgraph
SubGraphView
SubGraphView.copy()
SubGraphView.remap_default()
SubGraphView.remap_outputs_make_unique()
SubGraphView.remap_outputs_to_consumers()
SubGraphView.remove_unused_ops()
SubGraphView.remap_inputs()
SubGraphView.remap_outputs()
SubGraphView.remap()
SubGraphView.find_op_by_name()
SubGraphView.graph
SubGraphView.ops
SubGraphView.inputs
SubGraphView.connected_inputs
SubGraphView.outputs
SubGraphView.connected_outputs
SubGraphView.passthroughs
SubGraphView.op()
SubGraphView.is_passthrough()
SubGraphView.input_index()
SubGraphView.output_index()
SubGraphView.consumers()
make_view()
make_view_from_scope()
returnn.extern.graph_editor.transform
returnn.extern.graph_editor.util
returnn.extern.official_tf_resnet
returnn.extern.official_tf_resnet.resnet_model
returnn.forward_iface
returnn.frontend
returnn.frontend._backend
Backend
Backend.RawTensorType
Backend.is_tensorflow
Backend.is_backend_raw_tensor_dim_tag_independent
Backend.executing_eagerly()
Backend.get_tensor_dependencies()
Backend.get_tensor_consumers()
Backend.cond()
Backend.while_loop()
Backend.set_random_seed()
Backend.get_random_state()
Backend.set_random_state()
Backend.get_dtype_name_raw()
Backend.as_dtype_raw()
Backend.get_ndim_raw()
Backend.get_shape_raw()
Backend.get_shape_tuple_raw()
Backend.get_known_shape_raw()
Backend.set_known_shape_raw()
Backend.get_new_dim_raw()
Backend.get_device()
Backend.copy_to_device()
Backend.fill_raw()
Backend.compare_raw()
Backend.combine_raw()
Backend.reshape_raw()
Backend.squeeze_raw()
Backend.transpose_raw()
Backend.make_output_tensor()
Backend.expand_dims_raw()
Backend.expand_raw()
Backend.copy()
Backend.cast_raw()
Backend.cast()
Backend.set_requires_gradient()
Backend.gradient()
Backend.stop_gradient()
Backend.scaled_gradient()
Backend.scaled_gradient_ext()
Backend.merge_dims()
Backend.split_dims()
Backend.reshape()
Backend.split()
Backend.expand_dim()
Backend.squeeze()
Backend.concat()
Backend.pad()
Backend.cum_concat_step()
Backend.activation()
Backend.activation_raw()
Backend.safe_log()
Backend.softmax()
Backend.log_softmax()
Backend.softmax_cross_entropy_with_logits()
Backend.ctc_loss()
Backend.have_sequence_mask_raw()
Backend.sequence_mask_raw()
Backend.name_scope_raw()
Backend.control_dependencies_raw()
Backend.identity_with_control_dependencies_raw()
Backend.create_placeholder_raw()
Backend.create_parameter_raw()
Backend.set_parameter_initial_value()
Backend.set_parameter_trainable()
Backend.parameter_assign()
Backend.parameter_assign_key()
Backend.runtime_sanity_checks()
Backend.is_valid_in_current_graph()
Backend.format_graph_output()
Backend.convert_to_tensor()
Backend.full()
Backend.compare()
Backend.combine()
Backend.gather()
Backend.scatter()
Backend.slice()
Backend.where()
Backend.matmul()
Backend.range_over_dim()
Backend.replace_dim()
Backend.reduce()
Backend.top_k()
Backend.random()
Backend.masked_select()
Backend.masked_scatter()
Backend.batch_norm()
Backend.conv()
Backend.transposed_conv()
Backend.pool()
Backend.stft()
Backend.lstm()
Backend.TensorArrayType
Backend.tensor_array_create()
Backend.tensor_array_unstack()
Backend.tensor_array_stack()
Backend.tensor_array_push_back()
Backend.tensor_array_get_item()
select_backend_tf()
select_backend_returnn_layers_tf()
select_backend_torch()
get_backend_by_tensor()
get_backend_by_raw_tensor_type()
register_backend_by_tensor_type()
returnn.frontend._native
returnn.frontend._numpy_backend
NumpyBackend
NumpyBackend.RawTensorType
NumpyBackend.executing_eagerly()
NumpyBackend.get_dtype_name_raw()
NumpyBackend.as_dtype_raw()
NumpyBackend.get_ndim_raw()
NumpyBackend.get_shape_raw()
NumpyBackend.get_shape_tuple_raw()
NumpyBackend.get_known_shape_raw()
NumpyBackend.expand_dims_raw()
NumpyBackend.transpose_raw()
NumpyBackend.reshape_raw()
NumpyBackend.compare_raw()
NumpyBackend.combine_raw()
NumpyBackend.range_over_dim()
NumpyBackend.reduce()
returnn.frontend._random_journal
returnn.frontend._utils
returnn.frontend.array_
convert_to_tensor()
constant()
copy()
cast()
merge_dims()
split_dims()
reshape()
split()
expand_dim()
squeeze()
concat()
concat_features()
pad()
cum_concat_step()
masked_select()
masked_scatter()
sequence_mask()
pack_padded()
gather()
scatter()
slice()
shift_right()
reverse_sequence()
where()
sparse_to_dense()
one_hot()
returnn.frontend.attention
returnn.frontend.audio
returnn.frontend.audio.mel
returnn.frontend.audio.specaugment
returnn.frontend.backend
returnn.frontend.cond
returnn.frontend.const
returnn.frontend.container
returnn.frontend.control_flow_ctx
returnn.frontend.conv
returnn.frontend.device
returnn.frontend.dims
returnn.frontend.dropout
returnn.frontend.dtype
returnn.frontend.encoder
returnn.frontend.encoder.base
returnn.frontend.encoder.conformer
returnn.frontend.gradient
returnn.frontend.graph
returnn.frontend.init
returnn.frontend.label_smoothing
returnn.frontend.linear
returnn.frontend.loop
returnn.frontend.loss
returnn.frontend.math_
compare()
compare_bc()
combine()
combine_bc()
equal()
not_equal()
less()
less_equal()
greater()
greater_equal()
add()
sub()
mul()
true_divide()
floor_divide()
ceil_divide()
neg()
reciprocal()
mod()
pow()
squared_difference()
logical_and()
logical_or()
logical_not()
opt_logical_or()
maximum()
minimum()
identity()
exp()
expm1()
log()
safe_log()
log1p()
sqrt()
rsqrt()
square()
abs()
tanh()
sigmoid()
log_sigmoid()
sin()
cos()
ceil()
floor()
round()
relu()
elu()
selu()
silu()
swish()
softmax()
log_softmax()
gating()
returnn.frontend.matmul
returnn.frontend.module
returnn.frontend.normalization
returnn.frontend.parameter
returnn.frontend.rand
returnn.frontend.rec
returnn.frontend.reduce
returnn.frontend.run_ctx
returnn.frontend.signal
returnn.frontend.state
returnn.frontend.tensor_array
returnn.frontend.types
returnn.import_
returnn.import_.common
returnn.import_.git
returnn.import_.import_
returnn.learning_rate_control
LearningRateControl
LearningRateControl.need_error_info
LearningRateControl.EpochData
LearningRateControl.load_initial_kwargs_from_config()
LearningRateControl.load_initial_from_config()
LearningRateControl.calc_learning_rate_decay_or_grow()
LearningRateControl.calc_learning_rate_for_epoch()
LearningRateControl.calc_new_learning_rate_for_epoch()
LearningRateControl.get_learning_rate_for_epoch()
LearningRateControl.set_default_learning_rate_for_epoch()
LearningRateControl.get_last_epoch()
LearningRateControl.get_most_recent_learning_rate()
LearningRateControl.calc_relative_error()
LearningRateControl.set_epoch_error()
LearningRateControl.get_error_key()
LearningRateControl.get_epoch_error_dict()
LearningRateControl.get_epoch_error_value()
LearningRateControl.get_epoch_error_key_value()
LearningRateControl.get_last_best_epoch()
LearningRateControl.save()
LearningRateControl.load()
ConstantLearningRate
NewbobRelative
NewbobAbs
NewbobMultiEpoch
learning_rate_control_type()
load_learning_rate_control_from_config()
demo()
returnn.log
returnn.native_op
NativeOpBaseMixin
NativeOpGenBase
NativeOpGenBase.in_info
NativeOpGenBase.out_info
NativeOpGenBase.c_fw_code
NativeOpGenBase.c_bw_code
NativeOpGenBase.c_extra_support_code
NativeOpGenBase.code_version
NativeOpGenBase.grad_input_map
NativeOpGenBase.theano_custom_grad
NativeOpGenBase.cpu_support
NativeOpGenBase.map_layer_inputs_to_op()
NativeOpGenBase.map_layer_output_from_op()
LstmGenericBase
LstmLowMem
NativeLstm2
TwoDLSTM
Chunking
UnChunking
SubtensorBatchedIndex
SparseToDense
MaxAndArgmaxSparse
CrossEntropySoftmaxAndGradientZSparse
FastBaumWelchOp
MultiEndFastBaumWelchOp
SegmentFastBaumWelchOp
FastViterbiOp
GetCtcFsaFastBwOp
EditDistanceOp
OptimalCompletionEditDistanceOp
OptimalCompletionEditDistancePerSuccessorOp
NextEditDistanceRowOp
NextEditDistanceReduceOp
sparse_splice_offset_numpy()
returnn.pretrain
returnn.sprint
returnn.sprint.cache
FileInfo
FileArchive
FileArchive.read_u32()
FileArchive.read_U32()
FileArchive.read_U8()
FileArchive.read_packed_U32()
FileArchive.read_u64()
FileArchive.read_char()
FileArchive.read_bytes()
FileArchive.read_str()
FileArchive.read_S16()
FileArchive.read_f32()
FileArchive.read_f64()
FileArchive.read_v()
FileArchive.write_str()
FileArchive.write_char()
FileArchive.write_u32()
FileArchive.write_U32()
FileArchive.write_u64()
FileArchive.write_f32()
FileArchive.write_f64()
FileArchive.SprintCacheHeader
FileArchive.start_recovery_tag
FileArchive.end_recovery_tag
FileArchive.file_list()
FileArchive.finalize()
FileArchive.read_file_info_table()
FileArchive.write_file_info_table()
FileArchive.scan_archive()
FileArchive.has_entry()
FileArchive.read()
FileArchive.get_state()
FileArchive.set_allophones()
FileArchive.get_allophones_list()
FileArchive.add_feature_cache()
FileArchive.add_attributes()
FileArchiveBundle
open_file_archive()
is_sprint_cache_file()
AllophoneLabeling
MixtureSet
WordBoundaries
main()
returnn.sprint.control
print()
init()
getSegmentList()
SprintNnPythonLayer
SprintNnPythonLayer.finalize()
SprintNnPythonLayer.setInputDimension()
SprintNnPythonLayer.setOutputDimension()
SprintNnPythonLayer.initializeNetworkParameters()
SprintNnPythonLayer.loadNetworkParameters()
SprintNnPythonLayer.saveNetworkParameters()
SprintNnPythonLayer.isTrainable()
SprintNnPythonLayer.getNumberOfFreeParameters()
SprintNnPythonLayer.forward()
SprintNnPythonLayer.backpropagate()
PythonControl
PythonControl.Version
PythonControl.instance
PythonControl.create()
PythonControl.init_processing()
PythonControl.process_segment()
PythonControl.close()
PythonControl.handle_next()
PythonControl.run_control_loop()
PythonControl.exit()
PythonControl.check_control_loop_running()
PythonControl.run_threaded_control_loop()
PythonControl.own_threaded_callback()
PythonControl.own_tcb_version()
PythonControl.own_tcb_get_loss_and_error_signal()
PythonControl.init_segment()
PythonControl.notify_segment_loss()
PythonControl.get_current_seg_posteriors()
PythonControl.set_current_seg_error_signal()
PythonControl.set_current_seg_loss()
PythonControl.segment_list_iterator()
returnn.sprint.error_signals
returnn.sprint.extern_interface
returnn.sprint.interface
init()
init_python_feature_scorer()
PythonFeatureScorer
PythonFeatureScorer.init()
PythonFeatureScorer.exit()
PythonFeatureScorer.get_feature_buffer_size()
PythonFeatureScorer.add_feature()
PythonFeatureScorer.reset()
PythonFeatureScorer.get_segment_name()
PythonFeatureScorer.get_features()
PythonFeatureScorer.get_posteriors()
PythonFeatureScorer.features_to_dataset()
PythonFeatureScorer.engine
PythonFeatureScorer.config
PythonFeatureScorer.compute()
PythonFeatureScorer.get_scores()
getSegmentList()
init_python_trainer()
exit()
feedInput()
finishDiscard()
finishError()
feedInputAndTarget()
feedInputAndTargetAlignment()
feedInputAndTargetSegmentOrth()
feedInputUnsupervised()
feedInputForwarding()
dump_flags()
set_target_mode()
get_final_epoch()
features_to_dataset()
make_criterion_class()
demo()
returnn.tensor
returnn.tensor._dim_extra
returnn.tensor._tensor_extra
returnn.tensor._tensor_mixin_base
returnn.tensor._tensor_op_overloads
returnn.tensor.control_flow_ctx
ControlFlowContext
ControlFlowContext.Types
ControlFlowContext.repr_inner()
ControlFlowContext.abs_ctx_stack()
ControlFlowContext.abs_ctx_stack_with_root()
ControlFlowContext.is_parent_or_same()
ControlFlowContext.collect_parent_dims()
ControlFlowContext.is_loop()
ControlFlowContext.is_cond()
ControlFlowContext.outer_ctx
ControlFlowContext.tf_control_flow_ctx
ControlFlowContext.loop_spatial_dim
returnn.tensor.dim
returnn.tensor.marked_dim
returnn.tensor.tensor
returnn.tensor.tensor_dict
returnn.tensor.utils
returnn.tf
returnn.tf.compat
returnn.tf.data_pipeline
- TensorFlow data pipeline
DataProviderBase
FeedDictDataProvider
FeedDictDataProvider.start_threads()
FeedDictDataProvider.stop_threads()
FeedDictDataProvider.get_next_batch()
FeedDictDataProvider.have_more_data()
FeedDictDataProvider.get_feed_dict()
FeedDictDataProvider.get_dataset_name()
FeedDictDataProvider.have_reached_end()
FeedDictDataProvider.get_complete_frac()
InputContext
DatasetDataProvider
DatasetDataProvider.set_current_dataset()
DatasetDataProvider.start_threads()
DatasetDataProvider.stop_threads()
DatasetDataProvider.have_more_data()
DatasetDataProvider.get_feed_dict()
DatasetDataProvider.have_reached_end()
DatasetDataProvider.get_dataset_name()
DatasetDataProvider.get_complete_frac()
returnn.tf.distributed
returnn.tf.engine
- TensorFlow engine
CancelTrainingException
Runner
Engine
Engine.finalize()
Engine.get_const_tensor()
Engine.is_requesting_for_gpu()
Engine.make_tf_session()
Engine.get_eval_datasets()
Engine.dev_data
Engine.eval_data
Engine.load_model()
Engine.save_model()
Engine.delete_model()
Engine.init_train_from_config()
Engine.get_net_dict_for_epoch()
Engine.init_network_from_config()
Engine.create_network()
Engine.need_init_new_network()
Engine.init_new_network()
Engine.train()
Engine.init_train_epoch()
Engine.train_epoch()
Engine.format_score()
Engine.eval_model()
Engine.check_last_epoch()
Engine.check_uninitialized_vars()
Engine.get_specific_feed_dict()
Engine.run_single()
Engine.forward_single()
Engine.forward_to_hdf()
Engine.forward_with_callback()
Engine.analyze()
Engine.search()
Engine.search_single()
Engine.search_single_seq()
Engine.search_single_string_to_string_seq()
Engine.compute_priors()
Engine.web_server()
get_global_engine()
returnn.tf.frontend_layers
returnn.tf.frontend_layers._backend
ReturnnLayersBackend
ReturnnLayersBackend.RawTensorType
ReturnnLayersBackend.is_tensorflow
ReturnnLayersBackend.is_backend_raw_tensor_dim_tag_independent
ReturnnLayersBackend.executing_eagerly()
ReturnnLayersBackend.get_tensor_dependencies()
ReturnnLayersBackend.get_tensor_consumers()
ReturnnLayersBackend.cond()
ReturnnLayersBackend.while_loop()
ReturnnLayersBackend.set_random_seed()
ReturnnLayersBackend.get_random_state()
ReturnnLayersBackend.set_random_state()
ReturnnLayersBackend.get_dtype_name_raw()
ReturnnLayersBackend.as_dtype_raw()
ReturnnLayersBackend.get_ndim_raw()
ReturnnLayersBackend.get_shape_raw()
ReturnnLayersBackend.get_shape_tuple_raw()
ReturnnLayersBackend.get_known_shape_raw()
ReturnnLayersBackend.fill_raw()
ReturnnLayersBackend.compare_raw()
ReturnnLayersBackend.combine_raw()
ReturnnLayersBackend.reshape_raw()
ReturnnLayersBackend.make_output_tensor()
ReturnnLayersBackend.copy()
ReturnnLayersBackend.cast()
ReturnnLayersBackend.set_requires_gradient()
ReturnnLayersBackend.gradient()
ReturnnLayersBackend.stop_gradient()
ReturnnLayersBackend.scaled_gradient()
ReturnnLayersBackend.scaled_gradient_ext()
ReturnnLayersBackend.merge_dims()
ReturnnLayersBackend.split_dims()
ReturnnLayersBackend.reshape()
ReturnnLayersBackend.split()
ReturnnLayersBackend.expand_dim()
ReturnnLayersBackend.squeeze()
ReturnnLayersBackend.concat()
ReturnnLayersBackend.pad()
ReturnnLayersBackend.cum_concat_step()
ReturnnLayersBackend.activation()
ReturnnLayersBackend.activation_raw()
ReturnnLayersBackend.safe_log()
ReturnnLayersBackend.softmax()
ReturnnLayersBackend.log_softmax()
ReturnnLayersBackend.softmax_cross_entropy_with_logits()
ReturnnLayersBackend.ctc_loss()
ReturnnLayersBackend.create_parameter_raw()
ReturnnLayersBackend.set_parameter_initial_value()
ReturnnLayersBackend.set_parameter_trainable()
ReturnnLayersBackend.parameter_assign()
ReturnnLayersBackend.convert_to_tensor()
ReturnnLayersBackend.full()
ReturnnLayersBackend.compare()
ReturnnLayersBackend.combine()
ReturnnLayersBackend.gather()
ReturnnLayersBackend.slice()
ReturnnLayersBackend.where()
ReturnnLayersBackend.matmul()
ReturnnLayersBackend.range_over_dim()
ReturnnLayersBackend.replace_dim()
ReturnnLayersBackend.reduce()
ReturnnLayersBackend.top_k()
ReturnnLayersBackend.random_journal_replay()
ReturnnLayersBackend.random()
ReturnnLayersBackend.masked_select()
ReturnnLayersBackend.batch_norm()
ReturnnLayersBackend.conv()
ReturnnLayersBackend.transposed_conv()
ReturnnLayersBackend.pool()
ReturnnLayersBackend.stft()
ReturnnLayersBackend.lstm()
returnn.tf.frontend_layers._utils
returnn.tf.frontend_layers.cond
returnn.tf.frontend_layers.config_entry_points
returnn.tf.frontend_layers.debug_eager_mode
returnn.tf.frontend_layers.dims
returnn.tf.frontend_layers.layer
Layer
Layer.reset_default_root()
Layer.top()
Layer.recent_subnet()
Layer.current_ctx()
Layer.new_root()
Layer.inner_loop()
Layer.inner_control_flow()
Layer.assign_parent()
Layer.move_tensor_here()
Layer.root
Layer.is_root
Layer.can_access_children_from_root
Layer.control_flow_ctx()
Layer.extend_reserved_names()
Layer.get_returnn_config()
Layer.make_net()
Layer.make_default_output()
Layer.get_abs_name_ctx_list()
Layer.get_abs_name()
Layer.get_abs_name_repr()
Layer.get_name_in_ctx()
Layer.get_child()
Layer.get_new_child()
Layer.get_child_with_tensor()
Layer.get_child_tensor()
Layer.get_recent_tensor()
Layer.get_tensor_dependencies()
Layer.make_all_sub_networks_and_optimize()
Layer.optimize_move_up()
Net
ReturnnDimTagsProxy
auto_setup_name_ctx_ignore_func()
returnn.tf.frontend_layers.loop
returnn.tf.frontend_layers.make_layer
returnn.tf.frontend_layers.masked_computation
returnn.tf.frontend_layers.parameter_assign
returnn.tf.frontend_layers.prev_tensor_ref
returnn.tf.frontend_low_level
returnn.tf.frontend_low_level._backend
TFBackend
TFBackend.RawTensorType
TFBackend.is_tensorflow
TFBackend.executing_eagerly()
TFBackend.get_dtype_name_raw()
TFBackend.as_dtype_raw()
TFBackend.get_ndim_raw()
TFBackend.get_shape_raw()
TFBackend.get_shape_tuple_raw()
TFBackend.get_known_shape_raw()
TFBackend.set_known_shape_raw()
TFBackend.fill_raw()
TFBackend.compare_raw()
TFBackend.combine_raw()
TFBackend.reshape_raw()
TFBackend.squeeze_raw()
TFBackend.transpose_raw()
TFBackend.expand_dims_raw()
TFBackend.expand_raw()
TFBackend.copy()
TFBackend.cast_raw()
TFBackend.activation_raw()
TFBackend.have_sequence_mask_raw()
TFBackend.sequence_mask_raw()
TFBackend.name_scope_raw()
TFBackend.control_dependencies_raw()
TFBackend.identity_with_control_dependencies_raw()
TFBackend.create_placeholder_raw()
TFBackend.runtime_sanity_checks()
TFBackend.is_valid_in_current_graph()
TFBackend.format_graph_output()
TFBackend.convert_to_tensor()
TFBackend.range_over_dim()
TFBackend.reduce()
returnn.tf.horovod
HorovodContext
HorovodContext.should_sync_every_step()
HorovodContext.get_reduce_type()
HorovodContext.is_reduce_type_grad()
HorovodContext.is_reduce_type_param()
HorovodContext.get_param_sync_time_diff()
HorovodContext.get_param_sync_step()
HorovodContext.get_dataset_distribution_type()
HorovodContext.is_dataset_distribution_shard()
HorovodContext.get_dataset_shard_batch_slice()
HorovodContext.is_dataset_distribution_random_seed_offset()
HorovodContext.rank()
HorovodContext.size()
HorovodContext.local_rank()
HorovodContext.local_size()
get_ctx()
returnn.tf.hyper_param_tuning
returnn.tf.layers
returnn.tf.layers.base
LayerBase
LayerBase.layer_class
LayerBase.allow_inf_in_output
LayerBase.recurrent
LayerBase.post_init()
LayerBase.get_out_data_from_opts()
LayerBase.fixup_out_data()
LayerBase.get_global_layer_list()
LayerBase.get_recent_layer()
LayerBase.transform_config_dict()
LayerBase.get_full_ctx_name()
LayerBase.cls_get_tf_scope_name()
LayerBase.cls_setup_scope()
LayerBase.tf_scope_name
LayerBase.get_base_absolute_name_scope_prefix()
LayerBase.get_absolute_name_scope_prefix()
LayerBase.get_absolute_name()
LayerBase.is_output_layer()
LayerBase.get_dep_layers()
LayerBase.cls_get_sub_network()
LayerBase.get_sub_layer()
LayerBase.get_available_sub_layer_names()
LayerBase.get_sub_layer_out_data_from_opts()
LayerBase.get_sub_networks()
LayerBase.get_sub_layers()
LayerBase.get_search_choices()
LayerBase.get_search_beam_size()
LayerBase.get_normalized_layer()
LayerBase.get_batch_dim()
LayerBase.get_batch_info()
LayerBase.var_creation_scope()
LayerBase.add_param()
LayerBase.set_param_values_by_dict()
LayerBase.get_param_values_dict()
LayerBase.get_saveable_params_dict()
LayerBase.get_losses()
LayerBase.get_losses_initialized()
LayerBase.get_params_l2_norm()
LayerBase.get_output_spatial_smoothing_energy()
LayerBase.get_darc1()
LayerBase.get_constraints_value()
LayerBase.batch_norm()
LayerBase.get_hidden_state()
LayerBase.get_last_hidden_state()
LayerBase.post_process_final_rec_vars_outputs()
LayerBase.get_rec_initial_output()
LayerBase.get_rec_initial_extra_outputs()
LayerBase.get_rec_initial_extra_outputs_shape_invariants()
InternalLayer
DataNotAvailableLayer
DataNotAvailableLayer.get_sub_layer()
DataNotAvailableLayer.kwargs
DataNotAvailableLayer.output_before_activation
DataNotAvailableLayer.output_loss
DataNotAvailableLayer.rec_vars_outputs
DataNotAvailableLayer.search_choices
DataNotAvailableLayer.params
DataNotAvailableLayer.saveable_param_replace
DataNotAvailableLayer.stats
WrappedInternalLayer
WrappedInternalLayer.get_base_absolute_name_scope_prefix()
WrappedInternalLayer.get_absolute_name_scope_prefix()
WrappedInternalLayer.kwargs
WrappedInternalLayer.output_before_activation
WrappedInternalLayer.output_loss
WrappedInternalLayer.rec_vars_outputs
WrappedInternalLayer.search_choices
WrappedInternalLayer.params
WrappedInternalLayer.saveable_param_replace
WrappedInternalLayer.stats
ReuseParams
SearchChoices
SearchChoices.src_layer
SearchChoices.set_beam_from_own_rec()
SearchChoices.set_beam_from_rec()
SearchChoices.set_src_beams()
SearchChoices.set_beam_scores()
SearchChoices.get_src_choices_seq()
SearchChoices.get_beam_info()
SearchChoices.compare()
SearchChoices.translate_to_this_search_beam()
SearchChoices.translate_to_common_search_beam()
Loss
returnn.tf.layers.basic
SourceLayer
SourceLayer.layer_class
SourceLayer.transform_config_dict()
SourceLayer.get_out_data_from_opts()
SourceLayer.kwargs
SourceLayer.output_before_activation
SourceLayer.output_loss
SourceLayer.rec_vars_outputs
SourceLayer.search_choices
SourceLayer.params
SourceLayer.saveable_param_replace
SourceLayer.stats
concat_sources()
get_concat_sources_data_template()
concat_sources_with_opt_dropout()
CopyLayer
CopyLayer.layer_class
CopyLayer.output_loss
CopyLayer.output_before_activation
CopyLayer.get_dep_layers()
CopyLayer.get_out_data_from_opts()
CopyLayer.transform_config_dict()
CopyLayer.kwargs
CopyLayer.rec_vars_outputs
CopyLayer.search_choices
CopyLayer.params
CopyLayer.saveable_param_replace
CopyLayer.stats
IdentityLayer
IdentityLayer.layer_class
IdentityLayer.get_dep_layers()
IdentityLayer.get_out_data_from_opts()
IdentityLayer.transform_config_dict()
IdentityLayer.kwargs
IdentityLayer.output_before_activation
IdentityLayer.output_loss
IdentityLayer.rec_vars_outputs
IdentityLayer.search_choices
IdentityLayer.params
IdentityLayer.saveable_param_replace
IdentityLayer.stats
ConcatLayer
ConcatLayer.layer_class
ConcatLayer.get_out_data_from_opts()
ConcatLayer.transform_config_dict()
ConcatLayer.kwargs
ConcatLayer.output_before_activation
ConcatLayer.output_loss
ConcatLayer.rec_vars_outputs
ConcatLayer.search_choices
ConcatLayer.params
ConcatLayer.saveable_param_replace
ConcatLayer.stats
DropoutLayer
ScaledGradientLayer
ScaledGradientLayer.layer_class
ScaledGradientLayer.get_dep_layers()
ScaledGradientLayer.transform_config_dict()
ScaledGradientLayer.kwargs
ScaledGradientLayer.output_before_activation
ScaledGradientLayer.output_loss
ScaledGradientLayer.rec_vars_outputs
ScaledGradientLayer.search_choices
ScaledGradientLayer.params
ScaledGradientLayer.saveable_param_replace
ScaledGradientLayer.stats
ScaledGradientLayer.input_data
SelectSearchSourcesLayer
SelectSearchSourcesLayer.select_if_needed()
SelectSearchSourcesLayer.rec_vars_outputs
SelectSearchSourcesLayer.get_dep_layers()
SelectSearchSourcesLayer.transform_config_dict()
SelectSearchSourcesLayer.get_out_data_from_opts()
SelectSearchSourcesLayer.kwargs
SelectSearchSourcesLayer.output_before_activation
SelectSearchSourcesLayer.output_loss
SelectSearchSourcesLayer.search_choices
SelectSearchSourcesLayer.params
SelectSearchSourcesLayer.saveable_param_replace
SelectSearchSourcesLayer.stats
ActivationLayer
ActivationLayer.layer_class
ActivationLayer.output_before_activation
ActivationLayer.get_out_data_from_opts()
ActivationLayer.kwargs
ActivationLayer.output_loss
ActivationLayer.rec_vars_outputs
ActivationLayer.search_choices
ActivationLayer.params
ActivationLayer.saveable_param_replace
ActivationLayer.stats
BatchNormLayer
LayerNormLayer
NormLayer
MathNormLayer
SliceLayer
SliceNdLayer
SliceNdLayer.layer_class
SliceNdLayer.recurrent
SliceNdLayer.get_dep_layers()
SliceNdLayer.get_out_data_from_opts()
SliceNdLayer.transform_config_dict()
SliceNdLayer.kwargs
SliceNdLayer.output_before_activation
SliceNdLayer.output_loss
SliceNdLayer.rec_vars_outputs
SliceNdLayer.search_choices
SliceNdLayer.params
SliceNdLayer.saveable_param_replace
SliceNdLayer.stats
GatherLayer
GatherLayer.layer_class
GatherLayer.get_dep_layers()
GatherLayer.get_out_data_from_opts()
GatherLayer.transform_config_dict()
GatherLayer.kwargs
GatherLayer.output_before_activation
GatherLayer.output_loss
GatherLayer.rec_vars_outputs
GatherLayer.search_choices
GatherLayer.params
GatherLayer.saveable_param_replace
GatherLayer.stats
GatherNdLayer
GatherNdLayer.layer_class
GatherNdLayer.get_dep_layers()
GatherNdLayer.get_out_data_from_opts()
GatherNdLayer.transform_config_dict()
GatherNdLayer.kwargs
GatherNdLayer.output_before_activation
GatherNdLayer.output_loss
GatherNdLayer.rec_vars_outputs
GatherNdLayer.search_choices
GatherNdLayer.params
GatherNdLayer.saveable_param_replace
GatherNdLayer.stats
ScatterNdLayer
ScatterNdLayer.layer_class
ScatterNdLayer.get_dep_layers()
ScatterNdLayer.get_out_data_from_opts()
ScatterNdLayer.transform_config_dict()
ScatterNdLayer.kwargs
ScatterNdLayer.output_before_activation
ScatterNdLayer.output_loss
ScatterNdLayer.rec_vars_outputs
ScatterNdLayer.search_choices
ScatterNdLayer.params
ScatterNdLayer.saveable_param_replace
ScatterNdLayer.stats
LinearLayer
SoftmaxLayer
LengthLayer
SoftmaxOverSpatialLayer
SoftmaxOverSpatialLayer.layer_class
SoftmaxOverSpatialLayer.recurrent
SoftmaxOverSpatialLayer.output_before_activation
SoftmaxOverSpatialLayer.get_dep_layers()
SoftmaxOverSpatialLayer.get_out_data_from_opts()
SoftmaxOverSpatialLayer.transform_config_dict()
SoftmaxOverSpatialLayer.kwargs
SoftmaxOverSpatialLayer.output_loss
SoftmaxOverSpatialLayer.rec_vars_outputs
SoftmaxOverSpatialLayer.search_choices
SoftmaxOverSpatialLayer.params
SoftmaxOverSpatialLayer.saveable_param_replace
SoftmaxOverSpatialLayer.stats
SeqLenMaskLayer
SeqLenMaskLayer.layer_class
SeqLenMaskLayer.build_mask()
SeqLenMaskLayer.get_dep_layers()
SeqLenMaskLayer.transform_config_dict()
SeqLenMaskLayer.get_out_data_from_opts()
SeqLenMaskLayer.kwargs
SeqLenMaskLayer.output_before_activation
SeqLenMaskLayer.output_loss
SeqLenMaskLayer.rec_vars_outputs
SeqLenMaskLayer.search_choices
SeqLenMaskLayer.params
SeqLenMaskLayer.saveable_param_replace
SeqLenMaskLayer.stats
BooleanMaskLayer
BooleanMaskLayer.layer_class
BooleanMaskLayer.get_dep_layers()
BooleanMaskLayer.transform_config_dict()
BooleanMaskLayer.get_out_data_from_opts()
BooleanMaskLayer.kwargs
BooleanMaskLayer.output_before_activation
BooleanMaskLayer.output_loss
BooleanMaskLayer.rec_vars_outputs
BooleanMaskLayer.search_choices
BooleanMaskLayer.params
BooleanMaskLayer.saveable_param_replace
BooleanMaskLayer.stats
RandomStateInitLayer
RandomStateInitLayer.layer_class
RandomStateInitLayer.select_algorithm()
RandomStateInitLayer.get_out_data_from_opts()
RandomStateInitLayer.transform_config_dict()
RandomStateInitLayer.kwargs
RandomStateInitLayer.output_before_activation
RandomStateInitLayer.output_loss
RandomStateInitLayer.rec_vars_outputs
RandomStateInitLayer.search_choices
RandomStateInitLayer.params
RandomStateInitLayer.saveable_param_replace
RandomStateInitLayer.stats
RandomLayer
RandomLayer.layer_class
RandomLayer.get_dep_layers()
RandomLayer.transform_config_dict()
RandomLayer.get_out_data_from_opts()
RandomLayer.kwargs
RandomLayer.output_before_activation
RandomLayer.output_loss
RandomLayer.rec_vars_outputs
RandomLayer.search_choices
RandomLayer.params
RandomLayer.saveable_param_replace
RandomLayer.stats
RandIntLayer
RandIntLayer.layer_class
RandIntLayer.get_dep_layers()
RandIntLayer.transform_config_dict()
RandIntLayer.get_out_data_from_opts()
RandIntLayer.kwargs
RandIntLayer.output_before_activation
RandIntLayer.output_loss
RandIntLayer.rec_vars_outputs
RandIntLayer.search_choices
RandIntLayer.params
RandIntLayer.saveable_param_replace
RandIntLayer.stats
RangeLayer
RangeInAxisLayer
RangeInAxisLayer.layer_class
RangeInAxisLayer.recurrent
RangeInAxisLayer.get_out_data_from_opts()
RangeInAxisLayer.kwargs
RangeInAxisLayer.output_before_activation
RangeInAxisLayer.output_loss
RangeInAxisLayer.rec_vars_outputs
RangeInAxisLayer.search_choices
RangeInAxisLayer.params
RangeInAxisLayer.saveable_param_replace
RangeInAxisLayer.stats
RangeFromLengthLayer
RangeFromLengthLayer.layer_class
RangeFromLengthLayer.recurrent
RangeFromLengthLayer.get_out_data_from_opts()
RangeFromLengthLayer.kwargs
RangeFromLengthLayer.output_before_activation
RangeFromLengthLayer.output_loss
RangeFromLengthLayer.rec_vars_outputs
RangeFromLengthLayer.search_choices
RangeFromLengthLayer.params
RangeFromLengthLayer.saveable_param_replace
RangeFromLengthLayer.stats
BatchSoftmaxLayer
BatchSoftmaxLayer.layer_class
BatchSoftmaxLayer.get_out_data_from_opts()
BatchSoftmaxLayer.kwargs
BatchSoftmaxLayer.output_before_activation
BatchSoftmaxLayer.output_loss
BatchSoftmaxLayer.rec_vars_outputs
BatchSoftmaxLayer.search_choices
BatchSoftmaxLayer.params
BatchSoftmaxLayer.saveable_param_replace
BatchSoftmaxLayer.stats
ConstantLayer
ConstantLayer.layer_class
ConstantLayer.get_dep_layers()
ConstantLayer.transform_config_dict()
ConstantLayer.get_out_data_from_opts()
ConstantLayer.kwargs
ConstantLayer.output_before_activation
ConstantLayer.output_loss
ConstantLayer.rec_vars_outputs
ConstantLayer.search_choices
ConstantLayer.params
ConstantLayer.saveable_param_replace
ConstantLayer.stats
GatingLayer
WindowLayer
WindowLayer.layer_class
WindowLayer.recurrent
WindowLayer.get_out_data_from_opts()
WindowLayer.get_rec_initial_extra_outputs()
WindowLayer.kwargs
WindowLayer.output_before_activation
WindowLayer.output_loss
WindowLayer.rec_vars_outputs
WindowLayer.search_choices
WindowLayer.params
WindowLayer.saveable_param_replace
WindowLayer.stats
FoldLayer
CumsumLayer
CumsumLayer.layer_class
CumsumLayer.recurrent
CumsumLayer.get_out_data_from_opts()
CumsumLayer.get_rec_initial_extra_outputs()
CumsumLayer.kwargs
CumsumLayer.output_before_activation
CumsumLayer.output_loss
CumsumLayer.rec_vars_outputs
CumsumLayer.search_choices
CumsumLayer.params
CumsumLayer.saveable_param_replace
CumsumLayer.stats
PadLayer
MergeDimsLayer
SplitLayer
SplitLayer.layer_class
SplitLayer.get_sub_layer()
SplitLayer.get_available_sub_layer_names()
SplitLayer.get_out_data_from_opts()
SplitLayer.get_sub_layer_out_data_from_opts()
SplitLayer.kwargs
SplitLayer.output_before_activation
SplitLayer.output_loss
SplitLayer.rec_vars_outputs
SplitLayer.search_choices
SplitLayer.params
SplitLayer.saveable_param_replace
SplitLayer.stats
SplitDimsLayer
SplitBatchTimeLayer
SplitBatchTimeLayer.layer_class
SplitBatchTimeLayer.get_dep_layers()
SplitBatchTimeLayer.transform_config_dict()
SplitBatchTimeLayer.get_out_data_from_opts()
SplitBatchTimeLayer.kwargs
SplitBatchTimeLayer.output_before_activation
SplitBatchTimeLayer.output_loss
SplitBatchTimeLayer.rec_vars_outputs
SplitBatchTimeLayer.search_choices
SplitBatchTimeLayer.params
SplitBatchTimeLayer.saveable_param_replace
SplitBatchTimeLayer.stats
ReshapeLayer
ReshapeLayer.layer_class
ReshapeLayer.get_dep_layers()
ReshapeLayer.transform_config_dict()
ReshapeLayer.get_out_data_from_opts()
ReshapeLayer.kwargs
ReshapeLayer.output_before_activation
ReshapeLayer.output_loss
ReshapeLayer.rec_vars_outputs
ReshapeLayer.search_choices
ReshapeLayer.params
ReshapeLayer.saveable_param_replace
ReshapeLayer.stats
FlattenBatchLayer
FlattenBatchLayer.layer_class
FlattenBatchLayer.get_out_data_from_opts()
FlattenBatchLayer.kwargs
FlattenBatchLayer.output_before_activation
FlattenBatchLayer.output_loss
FlattenBatchLayer.rec_vars_outputs
FlattenBatchLayer.search_choices
FlattenBatchLayer.params
FlattenBatchLayer.saveable_param_replace
FlattenBatchLayer.stats
UnflattenBatchLayer
UnflattenBatchLayer.layer_class
UnflattenBatchLayer.get_out_data_from_opts()
UnflattenBatchLayer.kwargs
UnflattenBatchLayer.output_before_activation
UnflattenBatchLayer.output_loss
UnflattenBatchLayer.rec_vars_outputs
UnflattenBatchLayer.search_choices
UnflattenBatchLayer.params
UnflattenBatchLayer.saveable_param_replace
UnflattenBatchLayer.stats
UnflattenNdLayer
UnflattenNdLayer.layer_class
UnflattenNdLayer.recurrent
UnflattenNdLayer.get_dep_layers()
UnflattenNdLayer.transform_config_dict()
UnflattenNdLayer.get_out_data_from_opts()
UnflattenNdLayer.kwargs
UnflattenNdLayer.output_before_activation
UnflattenNdLayer.output_loss
UnflattenNdLayer.rec_vars_outputs
UnflattenNdLayer.search_choices
UnflattenNdLayer.params
UnflattenNdLayer.saveable_param_replace
UnflattenNdLayer.stats
ExpandDimsLayer
ExpandDimsLayer.layer_class
ExpandDimsLayer.get_out_data_from_opts()
ExpandDimsLayer.kwargs
ExpandDimsLayer.output_before_activation
ExpandDimsLayer.output_loss
ExpandDimsLayer.rec_vars_outputs
ExpandDimsLayer.search_choices
ExpandDimsLayer.params
ExpandDimsLayer.saveable_param_replace
ExpandDimsLayer.stats
RepeatLayer
RepeatLayer.layer_class
RepeatLayer.get_dep_layers()
RepeatLayer.transform_config_dict()
RepeatLayer.get_out_data_from_opts()
RepeatLayer.kwargs
RepeatLayer.output_before_activation
RepeatLayer.output_loss
RepeatLayer.rec_vars_outputs
RepeatLayer.search_choices
RepeatLayer.params
RepeatLayer.saveable_param_replace
RepeatLayer.stats
TileLayer
CastLayer
SwapAxesLayer
TransposeLayer
TransposeLayer.layer_class
TransposeLayer.transpose()
TransposeLayer.get_perm_int()
TransposeLayer.get_out_data_from_opts()
TransposeLayer.kwargs
TransposeLayer.output_before_activation
TransposeLayer.output_loss
TransposeLayer.rec_vars_outputs
TransposeLayer.search_choices
TransposeLayer.params
TransposeLayer.saveable_param_replace
TransposeLayer.stats
ReinterpretDataLayer
ReinterpretDataLayer.layer_class
ReinterpretDataLayer.output_loss
ReinterpretDataLayer.output_before_activation
ReinterpretDataLayer.get_dep_layers()
ReinterpretDataLayer.transform_config_dict()
ReinterpretDataLayer.get_out_data_from_opts()
ReinterpretDataLayer.kwargs
ReinterpretDataLayer.rec_vars_outputs
ReinterpretDataLayer.search_choices
ReinterpretDataLayer.params
ReinterpretDataLayer.saveable_param_replace
ReinterpretDataLayer.stats
ConvLayer
ConvLayer.layer_class
ConvLayer.recurrent
ConvLayer.output_before_activation
ConvLayer.set_output_dim_tags()
ConvLayer.transform_input()
ConvLayer.get_input_placeholder_with_same_static_padding()
ConvLayer.calc_out_dim()
ConvLayer.get_out_data_from_opts()
ConvLayer.get_dep_layers()
ConvLayer.transform_config_dict()
ConvLayer.kwargs
ConvLayer.output_loss
ConvLayer.rec_vars_outputs
ConvLayer.search_choices
ConvLayer.params
ConvLayer.saveable_param_replace
ConvLayer.stats
PoolLayer
DctLayer
TransposedConvLayer
TransposedConvLayer.layer_class
TransposedConvLayer.recurrent
TransposedConvLayer.output_before_activation
TransposedConvLayer.deconv_output_length()
TransposedConvLayer.get_out_data_from_opts()
TransposedConvLayer.get_dep_layers()
TransposedConvLayer.transform_config_dict()
TransposedConvLayer.kwargs
TransposedConvLayer.output_loss
TransposedConvLayer.rec_vars_outputs
TransposedConvLayer.search_choices
TransposedConvLayer.params
TransposedConvLayer.saveable_param_replace
TransposedConvLayer.stats
ReduceLayer
ReduceLayer.layer_class
ReduceLayer.reduce()
ReduceLayer.need_enforce_batch_dim_axis()
ReduceLayer.get_axes()
ReduceLayer.get_out_data_from_opts()
ReduceLayer.kwargs
ReduceLayer.output_before_activation
ReduceLayer.output_loss
ReduceLayer.rec_vars_outputs
ReduceLayer.search_choices
ReduceLayer.params
ReduceLayer.saveable_param_replace
ReduceLayer.stats
ReduceOutLayer
SqueezeLayer
StackLayer
WeightedSumLayer
WeightedSumLayer.layer_class
WeightedSumLayer.get_out_data_from_opts()
WeightedSumLayer.kwargs
WeightedSumLayer.output_before_activation
WeightedSumLayer.output_loss
WeightedSumLayer.rec_vars_outputs
WeightedSumLayer.search_choices
WeightedSumLayer.params
WeightedSumLayer.saveable_param_replace
WeightedSumLayer.stats
ElemwiseProdLayer
ElemwiseProdLayer.layer_class
ElemwiseProdLayer.get_out_data_from_opts()
ElemwiseProdLayer.kwargs
ElemwiseProdLayer.output_before_activation
ElemwiseProdLayer.output_loss
ElemwiseProdLayer.rec_vars_outputs
ElemwiseProdLayer.search_choices
ElemwiseProdLayer.params
ElemwiseProdLayer.saveable_param_replace
ElemwiseProdLayer.stats
PrefixInTimeLayer
PrefixInTimeLayer.layer_class
PrefixInTimeLayer.recurrent
PrefixInTimeLayer.get_dep_layers()
PrefixInTimeLayer.transform_config_dict()
PrefixInTimeLayer.get_out_data_from_opts()
PrefixInTimeLayer.kwargs
PrefixInTimeLayer.output_before_activation
PrefixInTimeLayer.output_loss
PrefixInTimeLayer.rec_vars_outputs
PrefixInTimeLayer.search_choices
PrefixInTimeLayer.params
PrefixInTimeLayer.saveable_param_replace
PrefixInTimeLayer.stats
PostfixInTimeLayer
PostfixInTimeLayer.layer_class
PostfixInTimeLayer.recurrent
PostfixInTimeLayer.get_out_data_from_opts()
PostfixInTimeLayer.transform_config_dict()
PostfixInTimeLayer.get_dep_layers()
PostfixInTimeLayer.kwargs
PostfixInTimeLayer.output_before_activation
PostfixInTimeLayer.output_loss
PostfixInTimeLayer.rec_vars_outputs
PostfixInTimeLayer.search_choices
PostfixInTimeLayer.params
PostfixInTimeLayer.saveable_param_replace
PostfixInTimeLayer.stats
TimeChunkingLayer
TimeChunkingLayer.layer_class
TimeChunkingLayer.recurrent
TimeChunkingLayer.get_out_data_from_opts()
TimeChunkingLayer.kwargs
TimeChunkingLayer.output_before_activation
TimeChunkingLayer.output_loss
TimeChunkingLayer.rec_vars_outputs
TimeChunkingLayer.search_choices
TimeChunkingLayer.params
TimeChunkingLayer.saveable_param_replace
TimeChunkingLayer.stats
TimeUnChunkingLayer
TimeUnChunkingLayer.layer_class
TimeUnChunkingLayer.recurrent
TimeUnChunkingLayer.get_dep_layers()
TimeUnChunkingLayer.transform_config_dict()
TimeUnChunkingLayer.get_out_data_from_opts()
TimeUnChunkingLayer.kwargs
TimeUnChunkingLayer.output_before_activation
TimeUnChunkingLayer.output_loss
TimeUnChunkingLayer.rec_vars_outputs
TimeUnChunkingLayer.search_choices
TimeUnChunkingLayer.params
TimeUnChunkingLayer.saveable_param_replace
TimeUnChunkingLayer.stats
DotLayer
ShiftAxisLayer
ResizeLayer
ResizeLayer.layer_class
ResizeLayer.get_dep_layers()
ResizeLayer.transform_config_dict()
ResizeLayer.get_out_data_from_opts()
ResizeLayer.kwargs
ResizeLayer.output_before_activation
ResizeLayer.output_loss
ResizeLayer.rec_vars_outputs
ResizeLayer.search_choices
ResizeLayer.params
ResizeLayer.saveable_param_replace
ResizeLayer.stats
CombineDimsLayer
CombineDimsLayer.layer_class
CombineDimsLayer.get_out_data_from_opts()
CombineDimsLayer.kwargs
CombineDimsLayer.output_before_activation
CombineDimsLayer.output_loss
CombineDimsLayer.rec_vars_outputs
CombineDimsLayer.search_choices
CombineDimsLayer.params
CombineDimsLayer.saveable_param_replace
CombineDimsLayer.stats
CombineDimsLayer.input_data
RemoveLayer
CombineLayer
CombineLayer.layer_class
CombineLayer.recurrent
CombineLayer.output_loss
CombineLayer.output_before_activation
CombineLayer.get_out_data_from_opts()
CombineLayer.kwargs
CombineLayer.rec_vars_outputs
CombineLayer.search_choices
CombineLayer.params
CombineLayer.saveable_param_replace
CombineLayer.stats
EvalLayer
CompareLayer
SwitchLayer
SwitchLayer.layer_class
SwitchLayer.transform_config_dict()
SwitchLayer.get_out_data_from_opts()
SwitchLayer.get_dep_layers()
SwitchLayer.kwargs
SwitchLayer.output_before_activation
SwitchLayer.output_loss
SwitchLayer.rec_vars_outputs
SwitchLayer.search_choices
SwitchLayer.params
SwitchLayer.saveable_param_replace
SwitchLayer.stats
CondLayer
CondLayer.layer_class
CondLayer.recurrent
CondLayer.transform_config_dict()
CondLayer.get_out_data_from_opts()
CondLayer.get_sub_layer()
CondLayer.get_available_sub_layer_names()
CondLayer.get_sub_layer_out_data_from_opts()
CondLayer.get_sub_layers()
CondLayer.kwargs
CondLayer.output_before_activation
CondLayer.output_loss
CondLayer.rec_vars_outputs
CondLayer.search_choices
CondLayer.params
CondLayer.saveable_param_replace
CondLayer.stats
TopKLayer
TopKLayer.layer_class
TopKLayer.transform_config_dict()
TopKLayer.get_out_data_from_opts()
TopKLayer.get_sub_layer()
TopKLayer.get_available_sub_layer_names()
TopKLayer.get_sub_layer_out_data_from_opts()
TopKLayer.kwargs
TopKLayer.output_before_activation
TopKLayer.output_loss
TopKLayer.rec_vars_outputs
TopKLayer.search_choices
TopKLayer.params
TopKLayer.saveable_param_replace
TopKLayer.stats
SearchSortedLayer
SearchSortedLayer.layer_class
SearchSortedLayer.recurrent
SearchSortedLayer.get_dep_layers()
SearchSortedLayer.transform_config_dict()
SearchSortedLayer.get_out_data_from_opts()
SearchSortedLayer.kwargs
SearchSortedLayer.output_before_activation
SearchSortedLayer.output_loss
SearchSortedLayer.rec_vars_outputs
SearchSortedLayer.search_choices
SearchSortedLayer.params
SearchSortedLayer.saveable_param_replace
SearchSortedLayer.stats
SubnetworkLayer
SubnetworkLayer.layer_class
SubnetworkLayer.recurrent
SubnetworkLayer.update_params_from_subnet()
SubnetworkLayer.update_rec_vars_outputs()
SubnetworkLayer.update_load_on_init()
SubnetworkLayer.get_out_data_from_opts()
SubnetworkLayer.transform_config_dict()
SubnetworkLayer.get_sub_layer_out_data_from_opts()
SubnetworkLayer.cls_get_sub_network()
SubnetworkLayer.get_sub_layer()
SubnetworkLayer.get_available_sub_layer_names()
SubnetworkLayer.get_sub_networks()
SubnetworkLayer.get_sub_layers()
SubnetworkLayer.get_dep_layers()
SubnetworkLayer.get_last_hidden_state()
SubnetworkLayer.get_rec_initial_extra_outputs()
SubnetworkLayer.get_rec_initial_extra_outputs_shape_invariants()
SubnetworkLayer.kwargs
SubnetworkLayer.output_before_activation
SubnetworkLayer.output_loss
SubnetworkLayer.rec_vars_outputs
SubnetworkLayer.search_choices
SubnetworkLayer.params
SubnetworkLayer.saveable_param_replace
SubnetworkLayer.stats
TrainFlagLayer
TrainFlagLayer.layer_class
TrainFlagLayer.transform_config_dict()
TrainFlagLayer.get_out_data_from_opts()
TrainFlagLayer.kwargs
TrainFlagLayer.output_before_activation
TrainFlagLayer.output_loss
TrainFlagLayer.rec_vars_outputs
TrainFlagLayer.search_choices
TrainFlagLayer.params
TrainFlagLayer.saveable_param_replace
TrainFlagLayer.stats
GlobalTrainStepLayer
GlobalTrainStepLayer.layer_class
GlobalTrainStepLayer.transform_config_dict()
GlobalTrainStepLayer.get_out_data_from_opts()
GlobalTrainStepLayer.kwargs
GlobalTrainStepLayer.output_before_activation
GlobalTrainStepLayer.output_loss
GlobalTrainStepLayer.rec_vars_outputs
GlobalTrainStepLayer.search_choices
GlobalTrainStepLayer.params
GlobalTrainStepLayer.saveable_param_replace
GlobalTrainStepLayer.stats
AccumulateMeanLayer
AccumulateMeanLayer.layer_class
AccumulateMeanLayer.get_out_data_from_opts()
AccumulateMeanLayer.kwargs
AccumulateMeanLayer.output_before_activation
AccumulateMeanLayer.output_loss
AccumulateMeanLayer.rec_vars_outputs
AccumulateMeanLayer.search_choices
AccumulateMeanLayer.params
AccumulateMeanLayer.saveable_param_replace
AccumulateMeanLayer.stats
AccumulateMeanLayer.input_data
LossLayer
LossLayer.layer_class
LossLayer.recurrent
LossLayer.get_sub_layer()
LossLayer.get_available_sub_layer_names()
LossLayer.get_sub_layer_out_data_from_opts()
LossLayer.get_dep_layers()
LossLayer.transform_config_dict()
LossLayer.get_out_data_from_opts()
LossLayer.kwargs
LossLayer.output_before_activation
LossLayer.output_loss
LossLayer.rec_vars_outputs
LossLayer.search_choices
LossLayer.params
LossLayer.saveable_param_replace
LossLayer.stats
ForcedAlignmentLayer
ForcedAlignmentLayer.layer_class
ForcedAlignmentLayer.get_sub_layer_out_data_from_opts()
ForcedAlignmentLayer.get_sub_layer()
ForcedAlignmentLayer.get_available_sub_layer_names()
ForcedAlignmentLayer.get_dep_layers()
ForcedAlignmentLayer.transform_config_dict()
ForcedAlignmentLayer.get_out_data_from_opts()
ForcedAlignmentLayer.kwargs
ForcedAlignmentLayer.output_before_activation
ForcedAlignmentLayer.output_loss
ForcedAlignmentLayer.rec_vars_outputs
ForcedAlignmentLayer.search_choices
ForcedAlignmentLayer.params
ForcedAlignmentLayer.saveable_param_replace
ForcedAlignmentLayer.stats
SparseSoftmaxCrossEntropyWithLogitsLayer
SparseSoftmaxCrossEntropyWithLogitsLayer.layer_class
SparseSoftmaxCrossEntropyWithLogitsLayer.get_dep_layers()
SparseSoftmaxCrossEntropyWithLogitsLayer.transform_config_dict()
SparseSoftmaxCrossEntropyWithLogitsLayer.get_out_data_from_opts()
SparseSoftmaxCrossEntropyWithLogitsLayer.kwargs
SparseSoftmaxCrossEntropyWithLogitsLayer.output_before_activation
SparseSoftmaxCrossEntropyWithLogitsLayer.output_loss
SparseSoftmaxCrossEntropyWithLogitsLayer.rec_vars_outputs
SparseSoftmaxCrossEntropyWithLogitsLayer.search_choices
SparseSoftmaxCrossEntropyWithLogitsLayer.params
SparseSoftmaxCrossEntropyWithLogitsLayer.saveable_param_replace
SparseSoftmaxCrossEntropyWithLogitsLayer.stats
CtcLossLayer
CtcLossLayer.layer_class
CtcLossLayer.recurrent
CtcLossLayer.get_dep_layers()
CtcLossLayer.transform_config_dict()
CtcLossLayer.get_out_data_from_opts()
CtcLossLayer.kwargs
CtcLossLayer.output_before_activation
CtcLossLayer.output_loss
CtcLossLayer.rec_vars_outputs
CtcLossLayer.search_choices
CtcLossLayer.params
CtcLossLayer.saveable_param_replace
CtcLossLayer.stats
FastBaumWelchLayer
FastBaumWelchLayer.layer_class
FastBaumWelchLayer.recurrent
FastBaumWelchLayer.output_loss
FastBaumWelchLayer.transform_config_dict()
FastBaumWelchLayer.get_out_data_from_opts()
FastBaumWelchLayer.kwargs
FastBaumWelchLayer.output_before_activation
FastBaumWelchLayer.rec_vars_outputs
FastBaumWelchLayer.search_choices
FastBaumWelchLayer.params
FastBaumWelchLayer.saveable_param_replace
FastBaumWelchLayer.stats
GradientLayer
GradientLayer.layer_class
GradientLayer.transform_config_dict()
GradientLayer.get_out_data_from_opts()
GradientLayer.kwargs
GradientLayer.output_before_activation
GradientLayer.output_loss
GradientLayer.rec_vars_outputs
GradientLayer.search_choices
GradientLayer.params
GradientLayer.saveable_param_replace
GradientLayer.stats
SyntheticGradientLayer
SyntheticGradientLayer.layer_class
SyntheticGradientLayer.transform_config_dict()
SyntheticGradientLayer.get_out_data_from_opts()
SyntheticGradientLayer.kwargs
SyntheticGradientLayer.output_before_activation
SyntheticGradientLayer.output_loss
SyntheticGradientLayer.rec_vars_outputs
SyntheticGradientLayer.search_choices
SyntheticGradientLayer.params
SyntheticGradientLayer.saveable_param_replace
SyntheticGradientLayer.stats
TikhonovRegularizationLayer
TikhonovRegularizationLayer.layer_class
TikhonovRegularizationLayer.kwargs
TikhonovRegularizationLayer.output_before_activation
TikhonovRegularizationLayer.output_loss
TikhonovRegularizationLayer.rec_vars_outputs
TikhonovRegularizationLayer.search_choices
TikhonovRegularizationLayer.params
TikhonovRegularizationLayer.saveable_param_replace
TikhonovRegularizationLayer.stats
TikhonovRegularizationLayer.input_data
FramewiseStatisticsLayer
FramewiseStatisticsLayer.layer_class
FramewiseStatisticsLayer.get_out_data_from_opts()
FramewiseStatisticsLayer.kwargs
FramewiseStatisticsLayer.output_before_activation
FramewiseStatisticsLayer.output_loss
FramewiseStatisticsLayer.rec_vars_outputs
FramewiseStatisticsLayer.search_choices
FramewiseStatisticsLayer.params
FramewiseStatisticsLayer.saveable_param_replace
FramewiseStatisticsLayer.stats
PrintLayer
HDFDumpLayer
HDFDumpLayer.layer_class
HDFDumpLayer.get_out_data_from_opts()
HDFDumpLayer.transform_config_dict()
HDFDumpLayer.kwargs
HDFDumpLayer.output_before_activation
HDFDumpLayer.output_loss
HDFDumpLayer.rec_vars_outputs
HDFDumpLayer.search_choices
HDFDumpLayer.params
HDFDumpLayer.saveable_param_replace
HDFDumpLayer.stats
ImageSummaryLayer
ImageSummaryLayer.layer_class
ImageSummaryLayer.transform_config_dict()
ImageSummaryLayer.get_out_data_from_opts()
ImageSummaryLayer.kwargs
ImageSummaryLayer.output_before_activation
ImageSummaryLayer.output_loss
ImageSummaryLayer.rec_vars_outputs
ImageSummaryLayer.search_choices
ImageSummaryLayer.params
ImageSummaryLayer.saveable_param_replace
ImageSummaryLayer.stats
CrossEntropyLoss
CrossEntropyLoss.class_name
CrossEntropyLoss.need_target
CrossEntropyLoss.get_output_target_scores()
CrossEntropyLoss.get_value()
CrossEntropyLoss.layer
CrossEntropyLoss.output
CrossEntropyLoss.output_with_activation
CrossEntropyLoss.output_seq_lens
CrossEntropyLoss.target
CrossEntropyLoss.target_seq_lens
CrossEntropyLoss.output_flat
CrossEntropyLoss.output_before_softmax_flat
CrossEntropyLoss.target_flat
CrossEntropyLoss.loss_norm_factor
BinaryCrossEntropyLoss
BinaryCrossEntropyLoss.class_name
BinaryCrossEntropyLoss.get_value()
BinaryCrossEntropyLoss.get_error()
BinaryCrossEntropyLoss.layer
BinaryCrossEntropyLoss.output
BinaryCrossEntropyLoss.output_with_activation
BinaryCrossEntropyLoss.output_seq_lens
BinaryCrossEntropyLoss.target
BinaryCrossEntropyLoss.target_seq_lens
BinaryCrossEntropyLoss.output_flat
BinaryCrossEntropyLoss.output_before_softmax_flat
BinaryCrossEntropyLoss.target_flat
BinaryCrossEntropyLoss.loss_norm_factor
GenericCELoss
GenericCELoss.class_name
GenericCELoss.get_value()
GenericCELoss.layer
GenericCELoss.output
GenericCELoss.output_with_activation
GenericCELoss.output_seq_lens
GenericCELoss.target
GenericCELoss.target_seq_lens
GenericCELoss.output_flat
GenericCELoss.output_before_softmax_flat
GenericCELoss.target_flat
GenericCELoss.loss_norm_factor
CtcLoss
CtcLoss.class_name
CtcLoss.recurrent
CtcLoss.init()
CtcLoss.get_output_logits()
CtcLoss.get_soft_alignment()
CtcLoss.get_value()
CtcLoss.get_error()
CtcLoss.get_auto_output_layer_dim()
CtcLoss.layer
CtcLoss.output
CtcLoss.output_with_activation
CtcLoss.output_seq_lens
CtcLoss.target
CtcLoss.target_seq_lens
CtcLoss.output_flat
CtcLoss.output_before_softmax_flat
CtcLoss.target_flat
CtcLoss.loss_norm_factor
EditDistanceLoss
EditDistanceLoss.class_name
EditDistanceLoss.recurrent
EditDistanceLoss.init()
EditDistanceLoss.get_output_logits()
EditDistanceLoss.get_error()
EditDistanceLoss.get_value()
EditDistanceLoss.layer
EditDistanceLoss.output
EditDistanceLoss.output_with_activation
EditDistanceLoss.output_seq_lens
EditDistanceLoss.target
EditDistanceLoss.target_seq_lens
EditDistanceLoss.output_flat
EditDistanceLoss.output_before_softmax_flat
EditDistanceLoss.target_flat
EditDistanceLoss.loss_norm_factor
BleuLoss
BleuLoss.class_name
BleuLoss.recurrent
BleuLoss.init()
BleuLoss.get_error()
BleuLoss.get_value()
BleuLoss.layer
BleuLoss.output
BleuLoss.output_with_activation
BleuLoss.output_seq_lens
BleuLoss.target
BleuLoss.target_seq_lens
BleuLoss.output_flat
BleuLoss.output_before_softmax_flat
BleuLoss.target_flat
BleuLoss.loss_norm_factor
ExpectedLoss
ExpectedLoss.class_name
ExpectedLoss.recurrent
ExpectedLoss.transform_config_dict()
ExpectedLoss.init()
ExpectedLoss.get_value()
ExpectedLoss.get_error()
ExpectedLoss.layer
ExpectedLoss.output
ExpectedLoss.output_with_activation
ExpectedLoss.output_seq_lens
ExpectedLoss.target
ExpectedLoss.target_seq_lens
ExpectedLoss.output_flat
ExpectedLoss.output_before_softmax_flat
ExpectedLoss.target_flat
ExpectedLoss.loss_norm_factor
DeepClusteringLoss
DeepClusteringLoss.class_name
DeepClusteringLoss.get_error()
DeepClusteringLoss.get_value()
DeepClusteringLoss.layer
DeepClusteringLoss.output
DeepClusteringLoss.output_with_activation
DeepClusteringLoss.output_seq_lens
DeepClusteringLoss.target
DeepClusteringLoss.target_seq_lens
DeepClusteringLoss.output_flat
DeepClusteringLoss.output_before_softmax_flat
DeepClusteringLoss.target_flat
DeepClusteringLoss.loss_norm_factor
L1Loss
MeanSquaredError
MeanSquaredError.class_name
MeanSquaredError.get_value()
MeanSquaredError.layer
MeanSquaredError.output
MeanSquaredError.output_with_activation
MeanSquaredError.output_seq_lens
MeanSquaredError.target
MeanSquaredError.target_seq_lens
MeanSquaredError.output_flat
MeanSquaredError.output_before_softmax_flat
MeanSquaredError.target_flat
MeanSquaredError.loss_norm_factor
MeanL1Loss
ExternSprintLoss
ExternSprintLoss.class_name
ExternSprintLoss.recurrent
ExternSprintLoss.need_target
ExternSprintLoss.get_value()
ExternSprintLoss.get_error()
ExternSprintLoss.layer
ExternSprintLoss.output
ExternSprintLoss.output_with_activation
ExternSprintLoss.output_seq_lens
ExternSprintLoss.target
ExternSprintLoss.target_seq_lens
ExternSprintLoss.output_flat
ExternSprintLoss.output_before_softmax_flat
ExternSprintLoss.target_flat
ExternSprintLoss.loss_norm_factor
FastBaumWelchLoss
FastBaumWelchLoss.class_name
FastBaumWelchLoss.recurrent
FastBaumWelchLoss.need_target
FastBaumWelchLoss.get_value()
FastBaumWelchLoss.get_error()
FastBaumWelchLoss.layer
FastBaumWelchLoss.output
FastBaumWelchLoss.output_with_activation
FastBaumWelchLoss.output_seq_lens
FastBaumWelchLoss.target
FastBaumWelchLoss.target_seq_lens
FastBaumWelchLoss.output_flat
FastBaumWelchLoss.output_before_softmax_flat
FastBaumWelchLoss.target_flat
FastBaumWelchLoss.loss_norm_factor
ViaLayerLoss
ViaLayerLoss.class_name
ViaLayerLoss.recurrent
ViaLayerLoss.need_target
ViaLayerLoss.transform_config_dict()
ViaLayerLoss.get_value()
ViaLayerLoss.get_error()
ViaLayerLoss.layer
ViaLayerLoss.output
ViaLayerLoss.output_with_activation
ViaLayerLoss.output_seq_lens
ViaLayerLoss.target
ViaLayerLoss.target_seq_lens
ViaLayerLoss.output_flat
ViaLayerLoss.output_before_softmax_flat
ViaLayerLoss.target_flat
ViaLayerLoss.loss_norm_factor
AsIsLoss
AsIsLoss.class_name
AsIsLoss.need_target
AsIsLoss.get_value()
AsIsLoss.get_error()
AsIsLoss.layer
AsIsLoss.output
AsIsLoss.output_with_activation
AsIsLoss.output_seq_lens
AsIsLoss.target
AsIsLoss.target_seq_lens
AsIsLoss.output_flat
AsIsLoss.output_before_softmax_flat
AsIsLoss.target_flat
AsIsLoss.loss_norm_factor
SearchScoreLoss
SearchScoreLoss.class_name
SearchScoreLoss.need_target
SearchScoreLoss.reduce_to_batch()
SearchScoreLoss.get_value()
SearchScoreLoss.get_error()
SearchScoreLoss.layer
SearchScoreLoss.output
SearchScoreLoss.output_with_activation
SearchScoreLoss.output_seq_lens
SearchScoreLoss.target
SearchScoreLoss.target_seq_lens
SearchScoreLoss.output_flat
SearchScoreLoss.output_before_softmax_flat
SearchScoreLoss.target_flat
SearchScoreLoss.loss_norm_factor
SamplingBasedLoss
SamplingBasedLoss.class_name
SamplingBasedLoss.layer
SamplingBasedLoss.output
SamplingBasedLoss.output_with_activation
SamplingBasedLoss.output_seq_lens
SamplingBasedLoss.target
SamplingBasedLoss.target_seq_lens
SamplingBasedLoss.output_flat
SamplingBasedLoss.output_before_softmax_flat
SamplingBasedLoss.target_flat
SamplingBasedLoss.loss_norm_factor
SamplingBasedLoss.get_value()
TripletLoss
TripletLoss.layer
TripletLoss.output
TripletLoss.output_with_activation
TripletLoss.output_seq_lens
TripletLoss.target
TripletLoss.target_seq_lens
TripletLoss.output_flat
TripletLoss.output_before_softmax_flat
TripletLoss.target_flat
TripletLoss.loss_norm_factor
TripletLoss.class_name
TripletLoss.init()
TripletLoss.get_value()
TripletLoss.get_error()
get_loss_class()
auto_register_layer_classes()
register_layer_class()
get_layer_class()
get_layer_class_name_list()
returnn.tf.layers.rec
RecLayer
RecLayer.layer_class
RecLayer.recurrent
RecLayer.SubnetworkRecCell
RecLayer.get_dep_layers()
RecLayer.transform_source_and_axis()
RecLayer.transform_config_dict()
RecLayer.get_out_data_from_opts()
RecLayer.get_absolute_name_scope_prefix()
RecLayer.get_rec_initial_extra_outputs()
RecLayer.get_rec_initial_output()
RecLayer.get_rnn_cell_class()
RecLayer.get_losses()
RecLayer.get_constraints_value()
RecLayer.convert_cudnn_canonical_to_lstm_block()
RecLayer.get_last_hidden_state()
RecLayer.is_prev_step_layer()
RecLayer.get_sub_layer()
RecLayer.get_available_sub_layer_names()
RecLayer.get_sub_networks()
RecLayer.get_sub_layers()
RecLayer.kwargs
RecLayer.output_before_activation
RecLayer.output_loss
RecLayer.rec_vars_outputs
RecLayer.search_choices
RecLayer.params
RecLayer.saveable_param_replace
RecLayer.stats
RecStepInfoLayer
RecStepInfoLayer.layer_class
RecStepInfoLayer.get_prev_end_flag()
RecStepInfoLayer.transform_config_dict()
RecStepInfoLayer.get_out_data_from_opts()
RecStepInfoLayer.kwargs
RecStepInfoLayer.output_before_activation
RecStepInfoLayer.output_loss
RecStepInfoLayer.rec_vars_outputs
RecStepInfoLayer.search_choices
RecStepInfoLayer.params
RecStepInfoLayer.saveable_param_replace
RecStepInfoLayer.stats
RecLastOutputLayer
RecLastOutputLayer.layer_class
RecLastOutputLayer.transform_config_dict()
RecLastOutputLayer.get_out_data_from_opts()
RecLastOutputLayer.kwargs
RecLastOutputLayer.output_before_activation
RecLastOutputLayer.output_loss
RecLastOutputLayer.rec_vars_outputs
RecLastOutputLayer.search_choices
RecLastOutputLayer.params
RecLastOutputLayer.saveable_param_replace
RecLastOutputLayer.stats
RnnCellLayer
RnnCellLayer.layer_class
RnnCellLayer.recurrent
RnnCellLayer.get_out_data_from_opts()
RnnCellLayer.get_absolute_name_scope_prefix()
RnnCellLayer.get_dep_layers()
RnnCellLayer.get_hidden_state_size()
RnnCellLayer.get_output_from_state()
RnnCellLayer.get_hidden_state()
RnnCellLayer.get_state_by_key()
RnnCellLayer.get_last_hidden_state()
RnnCellLayer.get_rec_initial_state()
RnnCellLayer.get_rec_initial_state_inner()
RnnCellLayer.get_rec_initial_extra_outputs()
RnnCellLayer.transform_config_dict()
RnnCellLayer.transform_initial_state()
RnnCellLayer.get_rec_initial_output()
RnnCellLayer.kwargs
RnnCellLayer.output_before_activation
RnnCellLayer.output_loss
RnnCellLayer.rec_vars_outputs
RnnCellLayer.search_choices
RnnCellLayer.params
RnnCellLayer.saveable_param_replace
RnnCellLayer.stats
GetLastHiddenStateLayer
GetLastHiddenStateLayer.layer_class
GetLastHiddenStateLayer.get_last_hidden_state()
GetLastHiddenStateLayer.get_out_data_from_opts()
GetLastHiddenStateLayer.kwargs
GetLastHiddenStateLayer.output_before_activation
GetLastHiddenStateLayer.output_loss
GetLastHiddenStateLayer.rec_vars_outputs
GetLastHiddenStateLayer.search_choices
GetLastHiddenStateLayer.params
GetLastHiddenStateLayer.saveable_param_replace
GetLastHiddenStateLayer.stats
GetRecAccumulatedOutputLayer
GetRecAccumulatedOutputLayer.layer_class
GetRecAccumulatedOutputLayer.get_out_data_from_opts()
GetRecAccumulatedOutputLayer.kwargs
GetRecAccumulatedOutputLayer.output_before_activation
GetRecAccumulatedOutputLayer.output_loss
GetRecAccumulatedOutputLayer.rec_vars_outputs
GetRecAccumulatedOutputLayer.search_choices
GetRecAccumulatedOutputLayer.params
GetRecAccumulatedOutputLayer.saveable_param_replace
GetRecAccumulatedOutputLayer.stats
RecUnstackLayer
RecUnstackLayer.layer_class
RecUnstackLayer.get_out_data_from_opts()
RecUnstackLayer.kwargs
RecUnstackLayer.output_before_activation
RecUnstackLayer.output_loss
RecUnstackLayer.rec_vars_outputs
RecUnstackLayer.search_choices
RecUnstackLayer.params
RecUnstackLayer.saveable_param_replace
RecUnstackLayer.stats
BaseChoiceLayer
BaseChoiceLayer.cls_get_search_beam_size()
BaseChoiceLayer.get_rec_initial_extra_outputs()
BaseChoiceLayer.get_rec_initial_extra_outputs_shape_invariants()
BaseChoiceLayer.transform_config_dict()
BaseChoiceLayer.kwargs
BaseChoiceLayer.output_before_activation
BaseChoiceLayer.output_loss
BaseChoiceLayer.rec_vars_outputs
BaseChoiceLayer.search_choices
BaseChoiceLayer.params
BaseChoiceLayer.saveable_param_replace
BaseChoiceLayer.stats
ChoiceLayer
ChoiceLayer.layer_class
ChoiceLayer.search_choices
ChoiceLayer.transform_config_dict()
ChoiceLayer.get_out_data_from_opts()
ChoiceLayer.get_sub_layer()
ChoiceLayer.get_available_sub_layer_names()
ChoiceLayer.get_sub_layer_out_data_from_opts()
ChoiceLayer.get_dep_layers()
ChoiceLayer.get_rec_initial_output()
ChoiceLayer.post_process_final_rec_vars_outputs()
ChoiceLayer.kwargs
ChoiceLayer.output_before_activation
ChoiceLayer.output_loss
ChoiceLayer.rec_vars_outputs
ChoiceLayer.params
ChoiceLayer.saveable_param_replace
ChoiceLayer.stats
DecideLayer
DecideLayer.layer_class
DecideLayer.search_choices
DecideLayer.cls_get_search_beam_size()
DecideLayer.decide()
DecideLayer.get_out_data_from_opts()
DecideLayer.kwargs
DecideLayer.output_before_activation
DecideLayer.output_loss
DecideLayer.rec_vars_outputs
DecideLayer.params
DecideLayer.saveable_param_replace
DecideLayer.stats
DecideKeepBeamLayer
DecideKeepBeamLayer.layer_class
DecideKeepBeamLayer.search_choices
DecideKeepBeamLayer.cls_get_search_beam_size()
DecideKeepBeamLayer.get_rec_initial_extra_outputs()
DecideKeepBeamLayer.transform_config_dict()
DecideKeepBeamLayer.get_out_data_from_opts()
DecideKeepBeamLayer.kwargs
DecideKeepBeamLayer.output_before_activation
DecideKeepBeamLayer.output_loss
DecideKeepBeamLayer.rec_vars_outputs
DecideKeepBeamLayer.params
DecideKeepBeamLayer.saveable_param_replace
DecideKeepBeamLayer.stats
ChoiceGetBeamScoresLayer
ChoiceGetBeamScoresLayer.layer_class
ChoiceGetBeamScoresLayer.transform_config_dict()
ChoiceGetBeamScoresLayer.get_out_data_from_opts()
ChoiceGetBeamScoresLayer.kwargs
ChoiceGetBeamScoresLayer.output_before_activation
ChoiceGetBeamScoresLayer.output_loss
ChoiceGetBeamScoresLayer.rec_vars_outputs
ChoiceGetBeamScoresLayer.search_choices
ChoiceGetBeamScoresLayer.params
ChoiceGetBeamScoresLayer.saveable_param_replace
ChoiceGetBeamScoresLayer.stats
ChoiceGetSrcBeamsLayer
ChoiceGetSrcBeamsLayer.layer_class
ChoiceGetSrcBeamsLayer.transform_config_dict()
ChoiceGetSrcBeamsLayer.get_out_data_from_opts()
ChoiceGetSrcBeamsLayer.kwargs
ChoiceGetSrcBeamsLayer.output_before_activation
ChoiceGetSrcBeamsLayer.output_loss
ChoiceGetSrcBeamsLayer.rec_vars_outputs
ChoiceGetSrcBeamsLayer.search_choices
ChoiceGetSrcBeamsLayer.params
ChoiceGetSrcBeamsLayer.saveable_param_replace
ChoiceGetSrcBeamsLayer.stats
SplitBatchBeamLayer
SplitBatchBeamLayer.layer_class
SplitBatchBeamLayer.search_choices
SplitBatchBeamLayer.cls_get_search_beam_size()
SplitBatchBeamLayer.get_out_data_from_opts()
SplitBatchBeamLayer.kwargs
SplitBatchBeamLayer.output_before_activation
SplitBatchBeamLayer.output_loss
SplitBatchBeamLayer.rec_vars_outputs
SplitBatchBeamLayer.params
SplitBatchBeamLayer.saveable_param_replace
SplitBatchBeamLayer.stats
AttentionBaseLayer
AttentionBaseLayer.get_dep_layers()
AttentionBaseLayer.get_base_weights()
AttentionBaseLayer.get_base_weight_last_frame()
AttentionBaseLayer.transform_config_dict()
AttentionBaseLayer.get_out_data_from_opts()
AttentionBaseLayer.kwargs
AttentionBaseLayer.output_before_activation
AttentionBaseLayer.output_loss
AttentionBaseLayer.rec_vars_outputs
AttentionBaseLayer.search_choices
AttentionBaseLayer.params
AttentionBaseLayer.saveable_param_replace
AttentionBaseLayer.stats
GlobalAttentionContextBaseLayer
GlobalAttentionContextBaseLayer.get_dep_layers()
GlobalAttentionContextBaseLayer.transform_config_dict()
GlobalAttentionContextBaseLayer.kwargs
GlobalAttentionContextBaseLayer.output_before_activation
GlobalAttentionContextBaseLayer.output_loss
GlobalAttentionContextBaseLayer.rec_vars_outputs
GlobalAttentionContextBaseLayer.search_choices
GlobalAttentionContextBaseLayer.params
GlobalAttentionContextBaseLayer.saveable_param_replace
GlobalAttentionContextBaseLayer.stats
GlobalAttentionContextBaseLayer.base_weights
GlobalAttentionContextBaseLayer.input_data
GenericAttentionLayer
GenericAttentionLayer.layer_class
GenericAttentionLayer.recurrent
GenericAttentionLayer.base_weights
GenericAttentionLayer.get_dep_layers()
GenericAttentionLayer.transform_config_dict()
GenericAttentionLayer.get_out_data_from_opts()
GenericAttentionLayer.kwargs
GenericAttentionLayer.output_before_activation
GenericAttentionLayer.output_loss
GenericAttentionLayer.rec_vars_outputs
GenericAttentionLayer.search_choices
GenericAttentionLayer.params
GenericAttentionLayer.saveable_param_replace
GenericAttentionLayer.stats
GenericAttentionLayer.input_data
DotAttentionLayer
DotAttentionLayer.layer_class
DotAttentionLayer.base_weights
DotAttentionLayer.kwargs
DotAttentionLayer.output_before_activation
DotAttentionLayer.output_loss
DotAttentionLayer.rec_vars_outputs
DotAttentionLayer.search_choices
DotAttentionLayer.params
DotAttentionLayer.saveable_param_replace
DotAttentionLayer.stats
DotAttentionLayer.input_data
ConcatAttentionLayer
ConcatAttentionLayer.layer_class
ConcatAttentionLayer.base_weights
ConcatAttentionLayer.kwargs
ConcatAttentionLayer.output_before_activation
ConcatAttentionLayer.output_loss
ConcatAttentionLayer.rec_vars_outputs
ConcatAttentionLayer.search_choices
ConcatAttentionLayer.params
ConcatAttentionLayer.saveable_param_replace
ConcatAttentionLayer.stats
ConcatAttentionLayer.input_data
GaussWindowAttentionLayer
GaussWindowAttentionLayer.layer_class
GaussWindowAttentionLayer.get_out_data_from_opts()
GaussWindowAttentionLayer.kwargs
GaussWindowAttentionLayer.output_before_activation
GaussWindowAttentionLayer.output_loss
GaussWindowAttentionLayer.rec_vars_outputs
GaussWindowAttentionLayer.search_choices
GaussWindowAttentionLayer.params
GaussWindowAttentionLayer.saveable_param_replace
GaussWindowAttentionLayer.stats
GaussWindowAttentionLayer.base_weights
GaussWindowAttentionLayer.input_data
SelfAttentionLayer
SelfAttentionLayer.layer_class
SelfAttentionLayer.recurrent
SelfAttentionLayer.transform_config_dict()
SelfAttentionLayer.get_out_data_from_opts()
SelfAttentionLayer.get_rec_initial_extra_outputs()
SelfAttentionLayer.get_rec_initial_extra_outputs_shape_invariants()
SelfAttentionLayer.post_process_final_rec_vars_outputs()
SelfAttentionLayer.kwargs
SelfAttentionLayer.output_before_activation
SelfAttentionLayer.output_loss
SelfAttentionLayer.rec_vars_outputs
SelfAttentionLayer.search_choices
SelfAttentionLayer.params
SelfAttentionLayer.saveable_param_replace
SelfAttentionLayer.stats
PositionalEncodingLayer
PositionalEncodingLayer.layer_class
PositionalEncodingLayer.recurrent
PositionalEncodingLayer.transform_config_dict()
PositionalEncodingLayer.get_out_data_from_opts()
PositionalEncodingLayer.get_rec_initial_extra_outputs()
PositionalEncodingLayer.get_rec_initial_extra_outputs_shape_invariants()
PositionalEncodingLayer.kwargs