.editorconfig
.gitignore
.gitmodules
.kateconfig
CHANGELOG.md
CODEOWNERS
CONTRIBUTING.md
LICENSE
MANIFEST.in
README.rst
__init__.py
_setup_info_generated.py
requirements.txt
rnn.py
setup.py
demos/12AX.cluster_map
demos/_setup_returnn_env.py
demos/demo-fwd.config
demos/demo-horovod-mpi.py
demos/demo-horovod-mpi.sh
demos/demo-hyper-param-tuning.config
demos/demo-iter-dataset.py
demos/demo-list-devices.py
demos/demo-pretrain.config
demos/demo-record-and-push-to-webserver.py
demos/demo-returnn-as-framework.py
demos/demo-rhn-enwik8.config
demos/demo-sprint-interface.py
demos/demo-tf-att-copy.config
demos/demo-tf-attention.config
demos/demo-tf-chunking-blstm.12ax.config
demos/demo-tf-contribrnn-lstm.12ax.config
demos/demo-tf-enc-dec.config
demos/demo-tf-hard-att-copy.config
demos/demo-tf-lstm-benchmark.py
demos/demo-tf-maxgradnorm-lstm.12ax.config
demos/demo-tf-native-lstm-lowmem.12ax.config
demos/demo-tf-native-lstm.12ax.config
demos/demo-tf-native-lstm2.12ax.config
demos/demo-tf-native-lstm2.12ax.tuned.config
demos/demo-tf-neural-transducer.12ax.config
demos/demo-tf-rec-explicit-lstm.config
demos/demo-tf-rec-explicit-rnn.config
demos/demo-tf-rec-self-att.config
demos/demo-tf-search-compiled-graph.py
demos/demo-tf-vanilla-lstm.12ax.config
demos/demo-theano-act-lstm.12ax.config
demos/demo-theano-assoc-lstm.episodiccopy.config
demos/demo-theano-assoc-lstm.varassign.config
demos/demo-theano-assoc-lstm.xml.config
demos/demo-theano-cluster-subnetwork.12ax.config
demos/demo-theano-lin-rec.12ax.config
demos/demo-theano-polyn-lstm.12ax.config
demos/demo-theano-rbf-lstm.12ax.config
demos/demo-theano-task12ax.config
demos/demo-theano-task12ax.dump-stdout-c8128af80.txt
demos/demo-theano-vanilla-generic-lstm.12ax.config
demos/demo-theano-vanilla-lstm-peep.12ax.config
demos/demo-theano-vanilla-lstm.12ax.config
demos/demo-theano-vanilla-lstmp.12ax.config
demos/demo-theano-vanilla-lstmp.big.12ax.config
demos/demo-theano-vanilla-native-lstm.12ax.config
demos/demo-theano-vanilla-native-lstm.big.12ax.config
demos/demo-theano-vanilla-native-op-lstm.12ax.config
demos/demo-theano-vanilla-subnetwork.12ax.config
demos/demo-timit-lstm-ctc.config
demos/demo-torch-layer.config
demos/demo-upd-mult-model.lstm.12ax.config
demos/demo.sh
demos/mdlstm/IAM/README.txt
demos/mdlstm/IAM/chars.txt
demos/mdlstm/IAM/config_demo
demos/mdlstm/IAM/config_fwd
demos/mdlstm/IAM/config_real
demos/mdlstm/IAM/create_IAM_dataset.py
demos/mdlstm/IAM/decode.py
demos/mdlstm/IAM/go.sh
demos/mdlstm/IAM/lines.txt
demos/mdlstm/IAM/IAM_lines/a01-000u-00.png
demos/mdlstm/IAM/IAM_lines/a01-007-04.png
demos/mdlstm/IAM/IAM_lines/a01-007-06.png
demos/mdlstm/IAM/features/raw/demo.h5
demos/mdlstm/IAM/split/eval.txt
demos/mdlstm/IAM/split/train.txt
demos/mdlstm/IAM/split/valid.txt
demos/mdlstm/artificial/create_test_h5.py
demos/mdlstm/artificial/forwardconfig
demos/mdlstm/artificial/go.sh
demos/mdlstm/artificial/trainconfig
demos/mdlstm/artificial_rgb/create_test_h5.py
demos/mdlstm/artificial_rgb/forwardconfig
demos/mdlstm/artificial_rgb/go.sh
demos/mdlstm/artificial_rgb/trainconfig
returnn/__init__.py
returnn/__main__.py
returnn/__old_mod_loader__.py
returnn/__setup__.py
returnn/config.py
returnn/learning_rate_control.py
returnn/log.py
returnn/native_op.cpp
returnn/native_op.py
returnn/network_description.py
returnn/pretrain.py
returnn.egg-info/PKG-INFO
returnn.egg-info/SOURCES.txt
returnn.egg-info/dependency_links.txt
returnn.egg-info/top_level.txt
returnn/datasets/__init__.py
returnn/datasets/audio.py
returnn/datasets/basic.py
returnn/datasets/bundle_file.py
returnn/datasets/cached.py
returnn/datasets/cached2.py
returnn/datasets/generating.py
returnn/datasets/hdf.py
returnn/datasets/lm.py
returnn/datasets/map.py
returnn/datasets/meta.py
returnn/datasets/normalization_data.py
returnn/datasets/numpy_dump.py
returnn/datasets/raw_wav.py
returnn/datasets/sprint.py
returnn/datasets/stereo.py
returnn/datasets/util/__init__.py
returnn/datasets/util/feature_extraction.py
returnn/datasets/util/vocabulary.py
returnn/engine/__init__.py
returnn/engine/base.py
returnn/engine/batch.py
returnn/extern/__init__.py
returnn/extern/graph_editor/README.md
returnn/extern/graph_editor/__init__.py
returnn/extern/graph_editor/edit.py
returnn/extern/graph_editor/reroute.py
returnn/extern/graph_editor/select.py
returnn/extern/graph_editor/subgraph.py
returnn/extern/graph_editor/transform.py
returnn/extern/graph_editor/util.py
returnn/import_/__init__.py
returnn/import_/common.py
returnn/import_/git.py
returnn/import_/import_.py
returnn/sprint/__init__.py
returnn/sprint/cache.py
returnn/sprint/control.py
returnn/sprint/error_signals.py
returnn/sprint/extern_interface.py
returnn/sprint/interface.py
returnn/tf/__init__.py
returnn/tf/compat.py
returnn/tf/data_pipeline.py
returnn/tf/distributed.py
returnn/tf/engine.py
returnn/tf/horovod.py
returnn/tf/hyper_param_tuning.py
returnn/tf/native_op.py
returnn/tf/network.py
returnn/tf/sprint.py
returnn/tf/updater.py
returnn/tf/layers/__init__.py
returnn/tf/layers/base.py
returnn/tf/layers/basic.py
returnn/tf/layers/rec.py
returnn/tf/layers/segmental_model.py
returnn/tf/layers/signal_processing.py
returnn/tf/util/__init__.py
returnn/tf/util/basic.py
returnn/tf/util/data.py
returnn/tf/util/ken_lm.py
returnn/tf/util/open_fst.py
returnn/theano/__init__.py
returnn/theano/activation_functions.py
returnn/theano/device.py
returnn/theano/engine.py
returnn/theano/engine_task.py
returnn/theano/engine_util.py
returnn/theano/native_op.py
returnn/theano/network.py
returnn/theano/network_copy_utils.py
returnn/theano/network_stream.py
returnn/theano/recurrent_transform.py
returnn/theano/server.py
returnn/theano/updater.py
returnn/theano/util.py
returnn/theano/layers/__init__.py
returnn/theano/layers/base.py
returnn/theano/layers/basic.py
returnn/theano/layers/cnn.py
returnn/theano/layers/ctc.py
returnn/theano/layers/hidden.py
returnn/theano/layers/lstm.py
returnn/theano/layers/output.py
returnn/theano/layers/rec.py
returnn/theano/layers/twod.py
returnn/theano/ops/__init__.py
returnn/theano/ops/best_path_decoder.cpp
returnn/theano/ops/best_path_decoder.py
returnn/theano/ops/blstm.py
returnn/theano/ops/c_support_code.cpp
returnn/theano/ops/c_support_code_mdlstm.cpp
returnn/theano/ops/ctc.cpp
returnn/theano/ops/ctc.py
returnn/theano/ops/custom_lstm_functions.py
returnn/theano/ops/function_loader.py
returnn/theano/ops/inv.cpp
returnn/theano/ops/inv.py
returnn/theano/ops/inv_align.py
returnn/theano/ops/lstm.py
returnn/theano/ops/lstm_cell.py
returnn/theano/ops/lstm_custom.py
returnn/theano/ops/lstm_rec.py
returnn/theano/ops/multi_batch_beam.py
returnn/theano/ops/numpy_align.py
returnn/theano/ops/torch_wrapper.py
returnn/theano/ops/two_state_best_path_decoder.cpp
returnn/theano/ops/two_state_best_path_decoder.py
returnn/theano/ops/two_state_hmm.cpp
returnn/theano/ops/two_state_hmm.py
returnn/theano/ops/cuda_implementation/BiDirectionalTwoDLSTMOp.py
returnn/theano/ops/cuda_implementation/CropToBatchImageSizeOp.py
returnn/theano/ops/cuda_implementation/CuDNNConvHWBCOp.py
returnn/theano/ops/cuda_implementation/FractionalMaxPoolingOp.py
returnn/theano/ops/cuda_implementation/MultiDirectionalTwoDLSTMOp.py
returnn/theano/ops/cuda_implementation/OneDToTwoDOp.py
returnn/theano/ops/cuda_implementation/PoolHWBCOp.py
returnn/theano/ops/cuda_implementation/Util.py
returnn/theano/ops/cuda_implementation/__init__.py
returnn/theano/ops/cuda_implementation/c_support_code_common.cpp
returnn/theano/ops/cuda_implementation/c_support_code_cudnn.cpp
returnn/theano/ops/cuda_implementation/c_support_code_mdlstm.cpp
returnn/util/__init__.py
returnn/util/basic.py
returnn/util/better_exchook.py
returnn/util/bpe.py
returnn/util/debug.py
returnn/util/debug_helpers.py
returnn/util/fsa.py
returnn/util/literal_py_to_pickle.py
returnn/util/py-to-pickle.cpp
returnn/util/sig_proc.py
returnn/util/task_system.py
returnn/util/task_system_example.py
tests/DummySprintExec.py
tests/PyCharm-inspection-profile.xml
tests/_set_num_threads1.py
tests/_setup_returnn_env.py
tests/_setup_test_env.py
tests/bpe-unicode-demo.codes
tests/bpe-unicode-demo.vocab
tests/lexicon_opt.fst
tests/lexicon_opt.isyms
tests/lexicon_opt.jpg
tests/lexicon_opt.osyms
tests/lint_common.py
tests/pycharm-inspect.py
tests/pylint.py
tests/returnn-as-framework.py
tests/spelling.dic
tests/test_Config.py
tests/test_CustomLSTMFunctions.py
tests/test_Dataset.py
tests/test_Device.py
tests/test_EngineTask.py
tests/test_EngineUtil.py
tests/test_FastLSTMLayer.py
tests/test_Fsa.py
tests/test_GeneratingDataset.py
tests/test_HDFDataset.py
tests/test_LearningRateControl.py
tests/test_Log.py
tests/test_MultiBatchBeam.py
tests/test_NativeOp.py
tests/test_NativeOp_chunk.py
tests/test_NativeOp_sparse.py
tests/test_NativeOp_subtensor_batched_index.py
tests/test_Network.py
tests/test_NetworkBaseLayer.py
tests/test_NetworkCtcLayer.py
tests/test_NetworkDescription.py
tests/test_NetworkLayer.py
tests/test_NetworkRecurrentLayer.py
tests/test_OpLSTMCustom.py
tests/test_Pretrain.py
tests/test_ResNet.py
tests/test_SprintDataset.py
tests/test_SprintInterface.py
tests/test_TFEngine.py
tests/test_TFNativeOp.py
tests/test_TFNetworkLayer.py
tests/test_TFNetworkRecLayer.py
tests/test_TFNetworkSigProcLayer.py
tests/test_TFUpdater.py
tests/test_TFUtil.py
tests/test_TF_determinism.py
tests/test_TaskSystem.py
tests/test_TaskSystem_SharedMem.py
tests/test_TheanoUtil.py
tests/test_TranslationDataset.py
tests/test_Util.py
tests/test_demos.py
tests/test_fork_exec.py
tests/test_gpu.py
tests/test_hdf_dump.py
tests/test_multi_target.py
tests/test_tools.py
tests/PyCharm.idea/.gitignore
tests/PyCharm.idea/.name
tests/PyCharm.idea/codeStyleSettings.xml
tests/PyCharm.idea/misc.xml
tests/PyCharm.idea/modules.xml
tests/PyCharm.idea/returnn.iml
tests/PyCharm.idea/codeStyles/Project.xml
tests/PyCharm.idea/codeStyles/codeStyleConfig.xml
tests/PyCharm.idea/inspectionProfiles/Project_Default.xml
tests/PyCharm.idea/inspectionProfiles/profiles_settings.xml
tests/PyCharm.idea/scopes/scope_settings.xml
tools/_setup_returnn_env.py
tools/analyze-dataset-batches.py
tools/bliss-collect-seq-lens.py
tools/bliss-dump-text.py
tools/bliss-get-segment-names.py
tools/bliss-to-ogg-zip.py
tools/bpe-create-lexicon.py
tools/calculate-word-error-rate.py
tools/cleanup-old-models.py
tools/collect-orth-symbols.py
tools/collect-words.py
tools/compile_native_op.py
tools/compile_tf_graph.py
tools/debug-dump-search-scores.py
tools/debug-plot-search-scores.py
tools/dump-dataset-raw-strings.py
tools/dump-dataset.py
tools/dump-forward-stats.py
tools/dump-forward.py
tools/dump-network-json.py
tools/dump-pickle.py
tools/extract_state_tying_from_dataset.py
tools/get-attention-weights.py
tools/get-best-model-epoch.py
tools/hdf_dump.py
tools/hdf_dump_translation_dataset.py
tools/import-blocks-mt-model.py
tools/import-sprint-nn.py
tools/import-t2t-mt-model.py
tools/tf_avg_checkpoints.py
tools/tf_inspect_checkpoint.py
tools/tf_inspect_summary_log.py
tools/lattice_rescorer/.gitignore
tools/lattice_rescorer/Makefile
tools/lattice_rescorer/README.md
tools/lattice_rescorer/file.h
tools/lattice_rescorer/htklatticerescorer.cc
tools/lattice_rescorer/htklatticerescorer.h
tools/lattice_rescorer/main.cc
tools/lattice_rescorer/rescorer.h
tools/lattice_rescorer/vocabulary.cc
tools/lattice_rescorer/vocabulary.h
tools/lattice_rescorer/example/README.md
tools/lattice_rescorer/example/libs_list
tools/lattice_rescorer/example/rescore_lattice.sh
tools/lattice_rescorer/example/state_vars_list
tools/lattice_rescorer/example/tensor_names_list
tools/lattice_rescorer/example/network.040/i600_m600_m600.sgd_b16_lr0_cl2.newbobabs.config
tools/lattice_rescorer/example/network.040/i600_m600_m600.sgd_b16_lr0_cl2.newbobabs.keep_over_epoch.lstm2.config