diff --git a/_sources/installation/pre-compiled-cuda-wheels-linux/2.2.1.rst.txt b/_sources/installation/pre-compiled-cuda-wheels-linux/2.2.1.rst.txt
index 8cfac3510..9dc2882d4 100644
--- a/_sources/installation/pre-compiled-cuda-wheels-linux/2.2.1.rst.txt
+++ b/_sources/installation/pre-compiled-cuda-wheels-linux/2.2.1.rst.txt
@@ -2,6 +2,7 @@ torch 2.2.1
 ===========
 
 
+- `k2-1.24.4.dev20240329+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl <https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240329+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl>`_
 - `k2-1.24.4.dev20240321+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl <https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240321+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl>`_
 - `k2-1.24.4.dev20240301+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl <https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240301+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl>`_
 - `k2-1.24.4.dev20240301+cuda12.1.torch2.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl <https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240301+cuda12.1.torch2.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl>`_
diff --git a/cuda-cn.html b/cuda-cn.html
index c55bcc1c9..b0bc63289 100644
--- a/cuda-cn.html
+++ b/cuda-cn.html
@@ -1,3 +1,4 @@
+<a href="https://hf-mirror.com/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240329+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240329+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
 <a href="https://hf-mirror.com/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
 <a href="https://hf-mirror.com/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
 <a href="https://hf-mirror.com/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
diff --git a/cuda.html b/cuda.html
index 1b1093a32..94e323ad5 100644
--- a/cuda.html
+++ b/cuda.html
@@ -1,3 +1,4 @@
+<a href="https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240329+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240329+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
 <a href="https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
 <a href="https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
 <a href="https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240328+cuda12.1.torch2.2.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
diff --git a/installation/pre-compiled-cuda-wheels-linux/2.2.1.html b/installation/pre-compiled-cuda-wheels-linux/2.2.1.html
index eb1e368cf..20bb44ac9 100644
--- a/installation/pre-compiled-cuda-wheels-linux/2.2.1.html
+++ b/installation/pre-compiled-cuda-wheels-linux/2.2.1.html
@@ -121,6 +121,7 @@
   <section id="torch-2-2-1">
 <h1>torch 2.2.1<a class="headerlink" href="#torch-2-2-1" title="Permalink to this headline"></a></h1>
 <ul class="simple">
+<li><p><a class="reference external" href="https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240329+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240329+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a></p></li>
 <li><p><a class="reference external" href="https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240321+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240321+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a></p></li>
 <li><p><a class="reference external" href="https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240301+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240301+cuda12.1.torch2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a></p></li>
 <li><p><a class="reference external" href="https://huggingface.co/csukuangfj/k2/resolve/main/ubuntu-cuda/k2-1.24.4.dev20240301+cuda12.1.torch2.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">k2-1.24.4.dev20240301+cuda12.1.torch2.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a></p></li>
diff --git a/searchindex.js b/searchindex.js
index a6cf35da1..145699354 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["core_concepts/index","index","installation/cuda-cudnn","installation/faqs","installation/for_developers","installation/from_source","installation/from_wheels","installation/index","installation/pre-compiled-cpu-wheels-linux/1.10.0","installation/pre-compiled-cpu-wheels-linux/1.10.1","installation/pre-compiled-cpu-wheels-linux/1.10.2","installation/pre-compiled-cpu-wheels-linux/1.11.0","installation/pre-compiled-cpu-wheels-linux/1.12.0","installation/pre-compiled-cpu-wheels-linux/1.12.1","installation/pre-compiled-cpu-wheels-linux/1.13.0","installation/pre-compiled-cpu-wheels-linux/1.13.1","installation/pre-compiled-cpu-wheels-linux/1.6.0","installation/pre-compiled-cpu-wheels-linux/1.7.0","installation/pre-compiled-cpu-wheels-linux/1.7.1","installation/pre-compiled-cpu-wheels-linux/1.8.0","installation/pre-compiled-cpu-wheels-linux/1.8.1","installation/pre-compiled-cpu-wheels-linux/1.9.0","installation/pre-compiled-cpu-wheels-linux/1.9.1","installation/pre-compiled-cpu-wheels-linux/2.0.0","installation/pre-compiled-cpu-wheels-linux/2.0.1","installation/pre-compiled-cpu-wheels-linux/2.1.0","installation/pre-compiled-cpu-wheels-linux/2.1.1","installation/pre-compiled-cpu-wheels-linux/2.1.2","installation/pre-compiled-cpu-wheels-linux/2.2.0","installation/pre-compiled-cpu-wheels-linux/2.2.1","installation/pre-compiled-cpu-wheels-linux/2.2.2","installation/pre-compiled-cpu-wheels-linux/index","installation/pre-compiled-cpu-wheels-macos/1.10.0","installation/pre-compiled-cpu-wheels-macos/1.10.1","installation/pre-compiled-cpu-wheels-macos/1.10.2","installation/pre-compiled-cpu-wheels-macos/1.11.0","installation/pre-compiled-cpu-wheels-macos/1.12.0","installation/pre-compiled-cpu-wheels-macos/1.12.1","installation/pre-compiled-cpu-wheels-macos/1.13.0","installation/pre-compiled-cpu-wheels-macos/1.13.1","installation/pre-compiled-cpu-wheels-macos/1.6.0","installation/pre-compiled-cpu-wheels-macos/1.7.0","installation/pre-compiled-cpu-wheels-macos/1.7.1","installation/pre-compiled-cpu-wheels-macos/1.8.0","installation/pre-compiled-cpu-wheels-macos/1.8.1","installation/pre-compiled-cpu-wheels-macos/1.9.0","installation/pre-compiled-cpu-wheels-macos/1.9.1","installation/pre-compiled-cpu-wheels-macos/2.0.0","installation/pre-compiled-cpu-wheels-macos/2.0.1","installation/pre-compiled-cpu-wheels-macos/2.1.0","installation/pre-compiled-cpu-wheels-macos/2.1.1","installation/pre-compiled-cpu-wheels-macos/2.1.2","installation/pre-compiled-cpu-wheels-macos/2.2.0","installation/pre-compiled-cpu-wheels-macos/2.2.1","installation/pre-compiled-cpu-wheels-macos/2.2.2","installation/pre-compiled-cpu-wheels-macos/index","installation/pre-compiled-cpu-wheels-windows/1.10.0","installation/pre-compiled-cpu-wheels-windows/1.10.1","installation/pre-compiled-cpu-wheels-windows/1.10.2","installation/pre-compiled-cpu-wheels-windows/1.11.0","installation/pre-compiled-cpu-wheels-windows/1.12.0","installation/pre-compiled-cpu-wheels-windows/1.12.1","installation/pre-compiled-cpu-wheels-windows/1.13.0","installation/pre-compiled-cpu-wheels-windows/1.13.1","installation/pre-compiled-cpu-wheels-windows/1.6.0","installation/pre-compiled-cpu-wheels-windows/1.7.0","installation/pre-compiled-cpu-wheels-windows/1.7.1","installation/pre-compiled-cpu-wheels-windows/1.8.0","installation/pre-compiled-cpu-wheels-windows/1.8.1","installation/pre-compiled-cpu-wheels-windows/1.9.0","installation/pre-compiled-cpu-wheels-windows/1.9.1","installation/pre-compiled-cpu-wheels-windows/2.0.0","installation/pre-compiled-cpu-wheels-windows/2.0.1","installation/pre-compiled-cpu-wheels-windows/2.1.0","installation/pre-compiled-cpu-wheels-windows/2.1.1","installation/pre-compiled-cpu-wheels-windows/2.1.2","installation/pre-compiled-cpu-wheels-windows/2.2.0","installation/pre-compiled-cpu-wheels-windows/2.2.1","installation/pre-compiled-cpu-wheels-windows/2.2.2","installation/pre-compiled-cpu-wheels-windows/index","installation/pre-compiled-cuda-wheels-linux/1.10.0","installation/pre-compiled-cuda-wheels-linux/1.10.1","installation/pre-compiled-cuda-wheels-linux/1.10.2","installation/pre-compiled-cuda-wheels-linux/1.11.0","installation/pre-compiled-cuda-wheels-linux/1.12.0","installation/pre-compiled-cuda-wheels-linux/1.12.1","installation/pre-compiled-cuda-wheels-linux/1.13.0","installation/pre-compiled-cuda-wheels-linux/1.13.1","installation/pre-compiled-cuda-wheels-linux/1.6.0","installation/pre-compiled-cuda-wheels-linux/1.7.0","installation/pre-compiled-cuda-wheels-linux/1.7.1","installation/pre-compiled-cuda-wheels-linux/1.8.0","installation/pre-compiled-cuda-wheels-linux/1.8.1","installation/pre-compiled-cuda-wheels-linux/1.9.0","installation/pre-compiled-cuda-wheels-linux/1.9.1","installation/pre-compiled-cuda-wheels-linux/2.0.0","installation/pre-compiled-cuda-wheels-linux/2.0.1","installation/pre-compiled-cuda-wheels-linux/2.1.0","installation/pre-compiled-cuda-wheels-linux/2.1.1","installation/pre-compiled-cuda-wheels-linux/2.1.2","installation/pre-compiled-cuda-wheels-linux/2.2.0","installation/pre-compiled-cuda-wheels-linux/2.2.1","installation/pre-compiled-cuda-wheels-linux/2.2.2","installation/pre-compiled-cuda-wheels-linux/2.3.0","installation/pre-compiled-cuda-wheels-linux/index","python_api/api","python_api/index","python_api/version","python_tutorials/_k2/how-to-debug","python_tutorials/_k2/index","python_tutorials/fsa/fsa","python_tutorials/fsa/index","python_tutorials/fsa_algo/fsa_algo","python_tutorials/fsa_algo/index","python_tutorials/index","python_tutorials/ragged/basics","python_tutorials/ragged/index","python_tutorials/ragged/operations"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinxcontrib.bibtex":9,sphinx:56},filenames:["core_concepts/index.rst","index.rst","installation/cuda-cudnn.rst","installation/faqs.rst","installation/for_developers.rst","installation/from_source.rst","installation/from_wheels.rst","installation/index.rst","installation/pre-compiled-cpu-wheels-linux/1.10.0.rst","installation/pre-compiled-cpu-wheels-linux/1.10.1.rst","installation/pre-compiled-cpu-wheels-linux/1.10.2.rst","installation/pre-compiled-cpu-wheels-linux/1.11.0.rst","installation/pre-compiled-cpu-wheels-linux/1.12.0.rst","installation/pre-compiled-cpu-wheels-linux/1.12.1.rst","installation/pre-compiled-cpu-wheels-linux/1.13.0.rst","installation/pre-compiled-cpu-wheels-linux/1.13.1.rst","installation/pre-compiled-cpu-wheels-linux/1.6.0.rst","installation/pre-compiled-cpu-wheels-linux/1.7.0.rst","installation/pre-compiled-cpu-wheels-linux/1.7.1.rst","installation/pre-compiled-cpu-wheels-linux/1.8.0.rst","installation/pre-compiled-cpu-wheels-linux/1.8.1.rst","installation/pre-compiled-cpu-wheels-linux/1.9.0.rst","installation/pre-compiled-cpu-wheels-linux/1.9.1.rst","installation/pre-compiled-cpu-wheels-linux/2.0.0.rst","installation/pre-compiled-cpu-wheels-linux/2.0.1.rst","installation/pre-compiled-cpu-wheels-linux/2.1.0.rst","installation/pre-compiled-cpu-wheels-linux/2.1.1.rst","installation/pre-compiled-cpu-wheels-linux/2.1.2.rst","installation/pre-compiled-cpu-wheels-linux/2.2.0.rst","installation/pre-compiled-cpu-wheels-linux/2.2.1.rst","installation/pre-compiled-cpu-wheels-linux/2.2.2.rst","installation/pre-compiled-cpu-wheels-linux/index.rst","installation/pre-compiled-cpu-wheels-macos/1.10.0.rst","installation/pre-compiled-cpu-wheels-macos/1.10.1.rst","installation/pre-compiled-cpu-wheels-macos/1.10.2.rst","installation/pre-compiled-cpu-wheels-macos/1.11.0.rst","installation/pre-compiled-cpu-wheels-macos/1.12.0.rst","installation/pre-compiled-cpu-wheels-macos/1.12.1.rst","installation/pre-compiled-cpu-wheels-macos/1.13.0.rst","installation/pre-compiled-cpu-wheels-macos/1.13.1.rst","installation/pre-compiled-cpu-wheels-macos/1.6.0.rst","installation/pre-compiled-cpu-wheels-macos/1.7.0.rst","installation/pre-compiled-cpu-wheels-macos/1.7.1.rst","installation/pre-compiled-cpu-wheels-macos/1.8.0.rst","installation/pre-compiled-cpu-wheels-macos/1.8.1.rst","installation/pre-compiled-cpu-wheels-macos/1.9.0.rst","installation/pre-compiled-cpu-wheels-macos/1.9.1.rst","installation/pre-compiled-cpu-wheels-macos/2.0.0.rst","installation/pre-compiled-cpu-wheels-macos/2.0.1.rst","installation/pre-compiled-cpu-wheels-macos/2.1.0.rst","installation/pre-compiled-cpu-wheels-macos/2.1.1.rst","installation/pre-compiled-cpu-wheels-macos/2.1.2.rst","installation/pre-compiled-cpu-wheels-macos/2.2.0.rst","installation/pre-compiled-cpu-wheels-macos/2.2.1.rst","installation/pre-compiled-cpu-wheels-macos/2.2.2.rst","installation/pre-compiled-cpu-wheels-macos/index.rst","installation/pre-compiled-cpu-wheels-windows/1.10.0.rst","installation/pre-compiled-cpu-wheels-windows/1.10.1.rst","installation/pre-compiled-cpu-wheels-windows/1.10.2.rst","installation/pre-compiled-cpu-wheels-windows/1.11.0.rst","installation/pre-compiled-cpu-wheels-windows/1.12.0.rst","installation/pre-compiled-cpu-wheels-windows/1.12.1.rst","installation/pre-compiled-cpu-wheels-windows/1.13.0.rst","installation/pre-compiled-cpu-wheels-windows/1.13.1.rst","installation/pre-compiled-cpu-wheels-windows/1.6.0.rst","installation/pre-compiled-cpu-wheels-windows/1.7.0.rst","installation/pre-compiled-cpu-wheels-windows/1.7.1.rst","installation/pre-compiled-cpu-wheels-windows/1.8.0.rst","installation/pre-compiled-cpu-wheels-windows/1.8.1.rst","installation/pre-compiled-cpu-wheels-windows/1.9.0.rst","installation/pre-compiled-cpu-wheels-windows/1.9.1.rst","installation/pre-compiled-cpu-wheels-windows/2.0.0.rst","installation/pre-compiled-cpu-wheels-windows/2.0.1.rst","installation/pre-compiled-cpu-wheels-windows/2.1.0.rst","installation/pre-compiled-cpu-wheels-windows/2.1.1.rst","installation/pre-compiled-cpu-wheels-windows/2.1.2.rst","installation/pre-compiled-cpu-wheels-windows/2.2.0.rst","installation/pre-compiled-cpu-wheels-windows/2.2.1.rst","installation/pre-compiled-cpu-wheels-windows/2.2.2.rst","installation/pre-compiled-cpu-wheels-windows/index.rst","installation/pre-compiled-cuda-wheels-linux/1.10.0.rst","installation/pre-compiled-cuda-wheels-linux/1.10.1.rst","installation/pre-compiled-cuda-wheels-linux/1.10.2.rst","installation/pre-compiled-cuda-wheels-linux/1.11.0.rst","installation/pre-compiled-cuda-wheels-linux/1.12.0.rst","installation/pre-compiled-cuda-wheels-linux/1.12.1.rst","installation/pre-compiled-cuda-wheels-linux/1.13.0.rst","installation/pre-compiled-cuda-wheels-linux/1.13.1.rst","installation/pre-compiled-cuda-wheels-linux/1.6.0.rst","installation/pre-compiled-cuda-wheels-linux/1.7.0.rst","installation/pre-compiled-cuda-wheels-linux/1.7.1.rst","installation/pre-compiled-cuda-wheels-linux/1.8.0.rst","installation/pre-compiled-cuda-wheels-linux/1.8.1.rst","installation/pre-compiled-cuda-wheels-linux/1.9.0.rst","installation/pre-compiled-cuda-wheels-linux/1.9.1.rst","installation/pre-compiled-cuda-wheels-linux/2.0.0.rst","installation/pre-compiled-cuda-wheels-linux/2.0.1.rst","installation/pre-compiled-cuda-wheels-linux/2.1.0.rst","installation/pre-compiled-cuda-wheels-linux/2.1.1.rst","installation/pre-compiled-cuda-wheels-linux/2.1.2.rst","installation/pre-compiled-cuda-wheels-linux/2.2.0.rst","installation/pre-compiled-cuda-wheels-linux/2.2.1.rst","installation/pre-compiled-cuda-wheels-linux/2.2.2.rst","installation/pre-compiled-cuda-wheels-linux/2.3.0.rst","installation/pre-compiled-cuda-wheels-linux/index.rst","python_api/api.rst","python_api/index.rst","python_api/version.rst","python_tutorials/_k2/how-to-debug.rst","python_tutorials/_k2/index.rst","python_tutorials/fsa/fsa.rst","python_tutorials/fsa/index.rst","python_tutorials/fsa_algo/fsa_algo.rst","python_tutorials/fsa_algo/index.rst","python_tutorials/index.rst","python_tutorials/ragged/basics.rst","python_tutorials/ragged/index.rst","python_tutorials/ragged/operations.rst"],objects:{"k2.CtcLoss":[[105,0,1,"","forward"]],"k2.DenseFsaVec":[[105,0,1,"","__init__"],[105,0,1,"","_from_dense_fsa_vec"],[105,1,1,"","device"],[105,1,1,"","duration"],[105,0,1,"","to"]],"k2.DeterminizeWeightPushingType":[[105,1,1,"","name"],[105,1,1,"","value"]],"k2.Fsa":[[105,0,1,"","__getattr__"],[105,0,1,"","__getitem__"],[105,0,1,"","__init__"],[105,0,1,"","__setattr__"],[105,0,1,"","__str__"],[105,0,1,"","_get_arc_post"],[105,0,1,"","_get_backward_scores"],[105,0,1,"","_get_entering_arcs"],[105,0,1,"","_get_forward_scores"],[105,0,1,"","_get_tot_scores"],[105,0,1,"","_invalidate_cache_"],[105,0,1,"","as_dict"],[105,0,1,"","convert_attr_to_ragged_"],[105,1,1,"","device"],[105,0,1,"","draw"],[105,0,1,"","from_openfst"],[105,0,1,"","from_str"],[105,0,1,"","get_arc_post"],[105,0,1,"","get_backward_scores"],[105,0,1,"","get_filler"],[105,0,1,"","get_forward_scores"],[105,0,1,"","get_tot_scores"],[105,1,1,"","grad"],[105,0,1,"","invert"],[105,0,1,"","invert_"],[105,1,1,"","num_arcs"],[105,1,1,"","properties"],[105,1,1,"","properties_str"],[105,0,1,"","rename_tensor_attribute_"],[105,1,1,"","requires_grad"],[105,0,1,"","requires_grad_"],[105,0,1,"","set_scores_stochastic_"],[105,1,1,"","shape"],[105,0,1,"","to"]],"k2.MWERLoss":[[105,0,1,"","forward"]],"k2.Nbest":[[105,0,1,"","from_lattice"],[105,0,1,"","intersect"],[105,0,1,"","top_k"],[105,0,1,"","total_scores"]],"k2.OnlineDenseIntersecter":[[105,0,1,"","__init__"],[105,0,1,"","decode"],[105,1,1,"","num_streams"]],"k2.RaggedShape":[[105,0,1,"","__eq__"],[105,0,1,"","__getitem__"],[105,0,1,"","__init__"],[105,0,1,"","__ne__"],[105,0,1,"","__repr__"],[105,0,1,"","__str__"],[105,0,1,"","compose"],[105,1,1,"","device"],[105,1,1,"","dim0"],[105,0,1,"","get_layer"],[105,0,1,"","index"],[105,0,1,"","max_size"],[105,1,1,"","num_axes"],[105,0,1,"","numel"],[105,0,1,"","regular_ragged_shape"],[105,0,1,"","remove_axis"],[105,0,1,"","row_ids"],[105,0,1,"","row_splits"],[105,0,1,"","to"],[105,0,1,"","tot_size"],[105,0,1,"","tot_sizes"]],"k2.RaggedTensor":[[105,0,1,"","__eq__"],[105,0,1,"","__getitem__"],[105,0,1,"","__getstate__"],[105,0,1,"","__init__"],[105,0,1,"","__ne__"],[105,0,1,"","__repr__"],[105,0,1,"","__setstate__"],[105,0,1,"","__str__"],[105,0,1,"","add"],[105,0,1,"","arange"],[105,0,1,"","argmax"],[105,0,1,"","cat"],[105,0,1,"","clone"],[105,1,1,"","device"],[105,1,1,"","dim0"],[105,1,1,"","dtype"],[105,1,1,"","grad"],[105,0,1,"","index"],[105,1,1,"","is_cuda"],[105,0,1,"","logsumexp"],[105,0,1,"","max"],[105,0,1,"","min"],[105,0,1,"","normalize"],[105,1,1,"","num_axes"],[105,0,1,"","numel"],[105,0,1,"","pad"],[105,0,1,"","remove_axis"],[105,0,1,"","remove_values_eq"],[105,0,1,"","remove_values_leq"],[105,1,1,"","requires_grad"],[105,0,1,"","requires_grad_"],[105,1,1,"","shape"],[105,0,1,"","sort_"],[105,0,1,"","sum"],[105,0,1,"","to"],[105,0,1,"","to_str_simple"],[105,0,1,"","tolist"],[105,0,1,"","tot_size"],[105,0,1,"","unique"],[105,1,1,"","values"]],"k2.RnntDecodingConfig":[[105,0,1,"","__init__"],[105,1,1,"","beam"],[105,1,1,"","decoder_history_len"],[105,1,1,"","max_contexts"],[105,1,1,"","max_states"],[105,1,1,"","vocab_size"]],"k2.RnntDecodingStream":[[105,0,1,"","__init__"],[105,0,1,"","__str__"]],"k2.RnntDecodingStreams":[[105,0,1,"","__init__"],[105,0,1,"","__str__"],[105,0,1,"","advance"],[105,0,1,"","format_output"],[105,0,1,"","get_contexts"],[105,0,1,"","terminate_and_flush_to_streams"]],"k2.SymbolTable":[[105,0,1,"","add"],[105,0,1,"","from_file"],[105,0,1,"","from_str"],[105,0,1,"","get"],[105,1,1,"","ids"],[105,0,1,"","merge"],[105,1,1,"","symbols"],[105,0,1,"","to_file"]],"k2.ragged":[[105,2,1,"","cat"],[105,2,1,"","create_ragged_shape2"],[105,2,1,"","create_ragged_tensor"],[105,2,1,"","index"],[105,2,1,"","index_and_sum"],[105,2,1,"","random_ragged_shape"],[105,2,1,"","regular_ragged_shape"]],"k2.ragged.RaggedShape":[[105,0,1,"","__eq__"],[105,0,1,"","__getitem__"],[105,0,1,"","__init__"],[105,0,1,"","__ne__"],[105,0,1,"","__repr__"],[105,0,1,"","__str__"],[105,0,1,"","compose"],[105,1,1,"","device"],[105,1,1,"","dim0"],[105,0,1,"","get_layer"],[105,0,1,"","index"],[105,0,1,"","max_size"],[105,1,1,"","num_axes"],[105,0,1,"","numel"],[105,0,1,"","regular_ragged_shape"],[105,0,1,"","remove_axis"],[105,0,1,"","row_ids"],[105,0,1,"","row_splits"],[105,0,1,"","to"],[105,0,1,"","tot_size"],[105,0,1,"","tot_sizes"]],"k2.ragged.RaggedTensor":[[105,0,1,"","__eq__"],[105,0,1,"","__getitem__"],[105,0,1,"","__getstate__"],[105,0,1,"","__init__"],[105,0,1,"","__ne__"],[105,0,1,"","__repr__"],[105,0,1,"","__setstate__"],[105,0,1,"","__str__"],[105,0,1,"","add"],[105,0,1,"","arange"],[105,0,1,"","argmax"],[105,0,1,"","cat"],[105,0,1,"","clone"],[105,1,1,"","device"],[105,1,1,"","dim0"],[105,1,1,"","dtype"],[105,1,1,"","grad"],[105,0,1,"","index"],[105,1,1,"","is_cuda"],[105,0,1,"","logsumexp"],[105,0,1,"","max"],[105,0,1,"","min"],[105,0,1,"","normalize"],[105,1,1,"","num_axes"],[105,0,1,"","numel"],[105,0,1,"","pad"],[105,0,1,"","remove_axis"],[105,0,1,"","remove_values_eq"],[105,0,1,"","remove_values_leq"],[105,1,1,"","requires_grad"],[105,0,1,"","requires_grad_"],[105,1,1,"","shape"],[105,0,1,"","sort_"],[105,0,1,"","sum"],[105,0,1,"","to"],[105,0,1,"","to_str_simple"],[105,0,1,"","tolist"],[105,0,1,"","tot_size"],[105,0,1,"","unique"],[105,1,1,"","values"]],k2:[[105,2,1,"","add_epsilon_self_loops"],[105,2,1,"","arc_sort"],[105,2,1,"","cat"],[105,2,1,"","closure"],[105,2,1,"","compose"],[105,2,1,"","compose_arc_maps"],[105,2,1,"","connect"],[105,2,1,"","convert_dense_to_fsa_vec"],[105,2,1,"","create_fsa_vec"],[105,2,1,"","create_sparse"],[105,2,1,"","ctc_graph"],[105,2,1,"","ctc_loss"],[105,2,1,"","ctc_topo"],[105,2,1,"","determinize"],[105,2,1,"","do_rnnt_pruning"],[105,2,1,"","expand_ragged_attributes"],[105,2,1,"","get_aux_labels"],[105,2,1,"","get_best_matching_stats"],[105,2,1,"","get_lattice"],[105,2,1,"","get_rnnt_logprobs"],[105,2,1,"","get_rnnt_logprobs_joint"],[105,2,1,"","get_rnnt_logprobs_pruned"],[105,2,1,"","get_rnnt_logprobs_smoothed"],[105,2,1,"","get_rnnt_prune_ranges"],[105,2,1,"","get_rnnt_prune_ranges_deprecated"],[105,2,1,"","index_add"],[105,2,1,"","index_fsa"],[105,2,1,"","index_select"],[105,2,1,"","intersect"],[105,2,1,"","intersect_dense"],[105,2,1,"","intersect_dense_pruned"],[105,2,1,"","intersect_device"],[105,2,1,"","invert"],[105,2,1,"","is_rand_equivalent"],[105,2,1,"","joint_mutual_information_recursion"],[105,2,1,"","levenshtein_alignment"],[105,2,1,"","levenshtein_graph"],[105,2,1,"","linear_fsa"],[105,2,1,"","linear_fsa_with_self_loops"],[105,2,1,"","linear_fst"],[105,2,1,"","linear_fst_with_self_loops"],[105,2,1,"","mutual_information_recursion"],[105,2,1,"","mwer_loss"],[105,2,1,"","one_best_decoding"],[105,2,1,"","properties_to_str"],[105,2,1,"","prune_on_arc_post"],[105,2,1,"","pruned_ranges_to_lattice"],[105,2,1,"","random_fsa"],[105,2,1,"","random_fsa_vec"],[105,2,1,"","random_paths"],[105,2,1,"","remove_epsilon"],[105,2,1,"","remove_epsilon_and_add_self_loops"],[105,2,1,"","remove_epsilon_self_loops"],[105,2,1,"","replace_fsa"],[105,2,1,"","reverse"],[105,2,1,"","rnnt_loss"],[105,2,1,"","rnnt_loss_pruned"],[105,2,1,"","rnnt_loss_simple"],[105,2,1,"","rnnt_loss_smoothed"],[105,2,1,"","shortest_path"],[105,2,1,"","simple_ragged_index_select"],[105,2,1,"","swoosh_l"],[105,2,1,"","swoosh_l_forward"],[105,2,1,"","swoosh_l_forward_and_deriv"],[105,2,1,"","swoosh_r"],[105,2,1,"","swoosh_r_forward"],[105,2,1,"","swoosh_r_forward_and_deriv"],[105,2,1,"","to_dot"],[105,2,1,"","to_str"],[105,2,1,"","to_str_simple"],[105,2,1,"","to_tensor"],[105,2,1,"","top_sort"],[105,2,1,"","trivial_graph"],[105,2,1,"","union"]]},objnames:{"0":["py","method","Python method"],"1":["py","attribute","Python attribute"],"2":["py","function","Python function"]},objtypes:{"0":"py:method","1":"py:attribute","2":"py:function"},terms:{"0":[0,4,5,6,9,10,13,15,18,20,22,31,55,79,85,87,104,105,108,110,112],"00":105,"000":105,"0000":[105,112],"0000e":105,"00490":105,"00_linux":2,"01_linux":2,"02_linux":2,"035":105,"03749":105,"03_linux":2,"04":3,"0513":112,"05_linux":2,"06":105,"06_linux":2,"07":2,"07705":105,"0777":112,"08":105,"08x":105,"09":2,"09_pdt_2020":2,"0_520":2,"0_530":2,"0_bu":2,"0s":105,"0ubuntu3":108,"0x0":108,"0x00007fff29a2d6e0":108,"0x00007fff29a51365":108,"0x00007fff29b54786":108,"0x00007fff29b86b1d":108,"0x00007fff29b90b2f":108,"0x00007fff29b90ba3":108,"0x00007fff29b96291":108,"0x00007fff29b97f7f":108,"0x00007ffff2553d1d":108,"0x00007ffff78ca535":108,"0x11b93e":108,"0x11baa7":108,"0x122":108,"0x1b":108,"0x1b8676":108,"0x1eab1d":108,"0x1f4b2f":108,"0x1f4ba3":108,"0x1fa291":108,"0x1fbf7f":108,"0x2a":108,"0x3e":108,"0x49":108,"0x5025":108,"0x55555555478a":108,"0x555558d973e8":108,"0x555558db63f8":108,"0x55f05c1e378a":108,"0x56":108,"0x5b":108,"0x7a0":108,"0x7f716d321105":108,"0x7f716dc126e0":108,"0x7f716dc362e2":108,"0x7f716dd39676":108,"0x7f716dd6bb1d":108,"0x7f716dd75b2f":108,"0x7f716dd75ba3":108,"0x7f716dd7b291":108,"0x7f716dd7cf7f":108,"0x7f723b630bf7":108,"0x7f723ba72355":108,"0x7f723ba85de9":108,"0x7f723ba9f80":108,"0x7f723baa2535":108,"0x7f723baa3c8b":108,"0x7f723bb1b93e":108,"0x7f723bb1baa7":108,"0x7f723bba0f47":108,"0x7f723bba0ff":108,"0x7f723bba102b":108,"0x7f723bbe6902":108,"0x7f723bbe6add":108,"0x7f723bc0a750":108,"0x7f723bc0ac26":108,"0x7fff2913c105":108,"0x7fff29a512e2":108,"0x7fff29fd4a50":108,"0x7fff29fd6310":108,"0x7fff90765700":108,"0x7fff90f66700":108,"0x7ffff64adb40":108,"0x7ffff7458bf7":108,"0x7fffffffd5e0":108,"0x7fffffffd820":108,"0x916e0":108,"0x9e":108,"0xa3c8b":108,"0xb52e2":108,"0xb67":108,"0xe7":108,"0xf5":108,"0xfd":108,"1":[1,4,5,6,23,28,30,31,47,52,54,55,71,76,78,79,95,100,102,103,104,105,108,110,112,115],"10":[0,4,31,55,79,104,105,110,112,115],"100":[0,105],"1000":[105,110],"10000":105,"1011":3,"1038":3,"107":108,"1073741824":105,"109":2,"11":[0,4,5,31,55,79,104,105],"112":2,"1184088":108,"1184089":108,"119":2,"12":[0,3,4,31,55,79,104,105,110],"1225":3,"13":[31,55,79,104,105,110],"1363":105,"13_pdt_2021":2,"13_pst_2023":2,"14":[5,105,110],"1408":108,"1439":108,"147":[3,5],"14_pdt_2022":2,"15":[0,2,5,105],"15000000":105,"16":[0,105],"16_pdt_2019":2,"17":105,"178":108,"179":108,"18":[3,4,5,105],"19":[2,105],"1931":105,"195":108,"1997":0,"19m":3,"1_465":2,"1_510":2,"1_515":2,"1d":105,"1e":105,"1s":105,"2":[1,3,5,6,8,9,11,12,13,14,31,55,79,80,81,83,84,85,86,87,88,89,90,91,92,93,94,104,105,108,110,112,115],"20":[0,105,110,112,115],"200":105,"2000":[0,105,110,112],"2002":0,"2003":105,"2005":2,"2008":0,"2011":0,"2018":108,"20180409":108,"2019":2,"2020":[2,5],"2021":[2,3],"2022":2,"2023":2,"209":105,"21":105,"2147483648":105,"22":105,"221":2,"2211":105,"224":108,"23":[0,2,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,80,81,82,83,84,85,86,87,88,89,90,91,92,93,95,105],"2315":0,"23_cuda11":2,"24":[2,3,6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,105],"243":2,"243_418":2,"249":108,"25":[0,105],"2500":105,"269":0,"28845127_0":2,"29":2,"29920130_0":2,"29_cuda12":2,"2_495":2,"3":[0,4,5,6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,104,105,108,110,112,115],"30":[0,2,105,110],"300":105,"3000":[110,112],"30672275_0":2,"30978841_0":2,"30_pst_2021":2,"31":5,"311":0,"3130":112,"313261687":105,"31442593_0":2,"31833905_0":2,"32":2,"32415258_0":2,"32767":108,"33":2,"38":[3,4,105,108,109],"38_pdt_2019":2,"39":[0,2],"3_450":2,"4":[0,5,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,105,108,110,112,115],"40":[0,105],"4000":110,"4028e":105,"41_pst_2022":2,"437488":105,"44_cuda11":2,"45":2,"4513":112,"47":2,"49":2,"5":[0,5,83,105,108,110,112,115],"50":[0,105],"5000":[105,110],"501":105,"51":[0,2],"53":2,"559":0,"56":5,"584":0,"58_pdt_2022":2,"5981":105,"598139":105,"6":[0,4,5,31,55,79,84,85,86,87,104,105,108,112],"60":0,"61":2,"6328":0,"65":2,"66":2,"69":0,"7":[0,5,6,31,55,79,86,87,95,96,104,105,108,112],"70":[0,105],"7130":112,"742":108,"746":105,"75":105,"7685":0,"7981":105,"798139":105,"8":[0,4,5,31,55,79,95,96,97,98,99,100,101,102,103,104,105,108,109,112],"80":0,"8000":112,"8130":112,"828":105,"8444":0,"856421616":105,"87":2,"88":0,"88290":4,"89":2,"89_440":2,"9":[0,2,31,55,79,104,105,108],"90":[0,105],"92":105,"929":108,"955":105,"98":[3,5],"99":2,"\u4e2d\u56fd\u56fd\u5185\u7528\u6237":6,"\u5982\u679c\u8bbf\u95ee\u4e0d\u4e86":6,"\u8bf7\u4f7f\u7528":6,"case":[4,5,105,109,112],"catch":108,"class":[0,105,110],"const":108,"default":[5,105,112],"do":[0,1,2,105,112],"enum":105,"export":[2,3,4,5],"final":[0,105,110,112],"float":[105,112,115],"function":[5,105,112],"import":[0,3,4,5,105,108,109,110],"int":[3,5,105,108,115],"long":105,"new":[4,105,108,110,112],"return":[105,110,112],"short":[0,105],"static":[3,105],"super":0,"switch":4,"throw":[3,105,108],"true":[0,105,110],"try":[3,105],"var":105,"void":[3,5],"while":[0,3,4,7,105,107],A:[1,105,111,112,115],And:105,As:[4,105],At:[0,4,105],Be:105,But:105,By:105,For:[0,1,3,6,7,105,108,110,112,115],If:[0,2,3,4,5,6,7,105,107,108,109,110,112,115],In:[0,3,4,5,105,108,109,110,115],It:[0,1,3,4,5,105,110,112,115],Its:[0,105,110,112],NO:[0,108],NOT:[0,3,105],Not:105,ON:[3,4,5],ONE:105,Of:105,On:105,One:105,That:[1,4,5,105,115],The:[0,2,3,4,105,108,110,112,115],Then:[105,108],There:[0,105,108,110,115],These:105,To:[0,2,4,5,105,108,110],Will:105,With:0,_:105,__closur:108,__cxa_throw:108,__file__:[4,109],__getitem__:0,__in_chrg:108,__init:4,__init__:[0,3],__libc_start_main:108,__nv_dl_tag:[3,5],__nv_dl_wrapper_t:[3,5],_c:109,_cach:105,_dep:108,_devic:105,_fun:108,_k2:[1,3,4,105,114],_media:0,_non_tensor_attr:105,_properti:105,_pyeval_evalcodewithnam:108,_pyeval_evalframedefault:108,_pyobject_maketpcal:108,_start:108,_tensor_attr:105,a_arc_map:105,a_clon:105,a_fsa:[105,112],a_fsa_1:112,a_fsa_compos:112,a_fsa_compose2:112,a_fsa_compose3:112,a_fsa_intersect2:112,a_fsa_intersect3:112,a_fsa_intersect:112,a_fsa_inv:105,a_to_b_map:105,ab:105,abbc:105,abl:[1,105,110],about:[0,5,105,107,108],abov:[0,3,4,105,107,108,110,112],accept:105,acceptor:[0,105,112],access:[3,105,112,115],accomplish:0,accord:105,accordingli:3,accumul:105,accur:105,acess:115,achiev:[0,105],acoust:105,act:105,activ:[2,105],activate_k2_debug:4,activate_k2_releas:4,actual:[0,105],acycl:105,ad:[0,1,4,105,112],add:[0,108,112],add_epsilon_self_loop:[106,112],addit:105,addition:105,advanc:4,advis:105,advisori:105,affect:105,after:[2,3,4,5,7,105,108,112],after_connect:112,after_invert:112,after_invert_aux:112,after_sort:112,afterward:105,algorithm:[0,1,105,114],align:105,all:[0,4,5,105,112],allow:105,allow_parti:105,allow_trunc:105,almost:105,along:105,alpha:[105,112],alphabet:105,alreadi:[105,112],also:[3,4,105,107,110,112],altern:[0,4,105],although:105,alwai:[0,6,105],am:105,am_only_scal:105,am_prob:105,among:110,an:[0,3,4,7,105,107,108,110,112],ani:[0,2,7,105,108,115],anoth:[0,3,4],ans_arc_map:105,answer:0,anticip:105,anymor:105,anyth:105,api:[0,1,107,110],appear:105,append:105,appli:[105,112],applic:[1,105],approach:[3,6,7,105],appropri:7,approxim:105,apropo:108,apt:5,ar:[0,3,4,5,105,107,108,109,110,112,115],arang:108,arbitrari:[0,105],arc0:0,arc10:0,arc1:0,arc2:0,arc3:0,arc4:0,arc5:0,arc6:0,arc7:0,arc8:0,arc9:0,arc:[0,105,110,112,115],arc_deriv:105,arc_idx012:105,arc_map:105,arc_map_index:105,arc_map_src:105,arc_map_token:105,arc_po:105,arc_sort:[106,113],arc_sort_single_aft:105,arc_sort_single_after_aux_label:105,arc_sort_single_befor:105,archiv:2,arcsort:5,arcsortedanddeterminist:5,arg0:105,arg:[105,108],args_in:108,argument:[105,112],argument_load:108,arithmet:105,arithmetic_cod:105,arrai:[1,105,108,115],array1:[3,5,108],arxiv:105,ascend:[105,112],aspect:105,asr:1,assert:110,assertionerror:105,assign:[105,110],associ:105,assum:[0,3,4,105],attach:[0,105,107,110],attr1:105,attr2:105,attr3:105,attr4:105,attribut:[1,105,110],attribute_nam:105,auto:108,autograd:[1,105,112],autograd_log:0,autograd_trop:0,automag:[0,110],automat:[1,105],automaticali:0,automaton:1,autoregress:105,aux_label1:105,aux_label2:105,aux_label:[0,105,110,112],aux_label_nam:105,aux_labels2:105,aux_labels3:105,aux_labels_sym:[105,110],aux_symbol:110,auxiliari:105,avaiabl:6,avail:[4,105],averag:105,avoid:105,ax:105,axi:105,b:[0,105,110,112,115],b_arc_map:105,b_fsa:[105,112],b_fsa_1:112,b_fsa_compos:112,b_fsa_compose2:112,b_fsa_compose3:112,b_fsa_intersect2:112,b_fsa_intersect3:112,b_fsa_intersect:112,b_to_a_map:105,back:[0,105],backtrac:108,backward:[0,105],bad:108,base:[0,1,105],bash:4,basic:[105,114,116],batch:[0,1,105],batch_siz:105,baum:112,becaus:[0,105,109],becom:105,been:[105,108],befor:[0,3,4,5,105,112],before_connect:112,before_invert:112,before_invert_aux:112,before_sort:112,begin:[0,105],begin_fram:105,begin_symbol:105,behavior:105,being:105,belong:[0,105],below:[0,3,4,5,6,105,110,112],bernoulli:105,best:[0,105,112],best_path:105,between:[0,105],bin:[2,4,105,108],binari:105,bit:105,blank:[0,105],blk:105,blob:3,bo:105,bool:105,both:[0,105,109,110,112],boundari:105,breakdown:105,bring:0,bug:109,buggi:109,build:[2,3,5,6,105,108,109],build_debug:4,build_releas:[4,5],built:[2,4,107],bye:105,c:[0,2,4,5,105,108,109,110,115],c_fsa:112,c_fsa_compos:112,c_fsa_compose2:112,c_fsa_compose3:112,c_fsa_intersect2:112,c_fsa_intersect3:112,c_fsa_intersect:112,c_include_path:3,ca:0,cach:105,cached_tot_s:105,call:[0,3,105,108],call_impl:108,can:[0,1,2,4,5,6,7,105,107,108,109,110,112,115],cannot:[0,4,5,105],care:105,cast:108,castabl:105,cat:106,catchpoint:108,catmoreax:4,caus:105,caution:105,cc:[3,108],cd:[3,4,5],center:105,ceph:[2,3],certain:[0,105],cflag:2,cfunction_call_vararg:108,chang:[0,3,5,105,108,110],characterist:0,check:[2,3,4,5,105,108,112],china:6,chmod:2,choic:105,choos:[2,5,7,105],chunk:105,circular:105,cl1:0,clang:5,classmethod:105,click:115,clone:[3,4,5],closur:106,cmake:[3,4,5],cn:6,co:[2,6,105,112],code:[0,2,4,105,109,110,112],col:105,col_index:[0,105],collect:[105,107],collect_env:[7,107],collis:105,column:[0,105,115],com:[1,2,4,5,6,105,108],combin:[0,105,112],combined_prob:105,come:[0,105],comma:105,command:[2,3,4,5,7,108,110],comment:105,common:[0,105,110],compact:105,compar:105,compat:[0,105],compil:[1,2,4,5,7,108],complet:[0,105,108],complic:105,compon:2,compos:[106,113],compose_arc_map:106,composit:[0,105,112],compress:0,comput:[0,1,2,105,112],concaten:105,concept:[1,105],conceptu:105,conda:[2,3,4,5],conda_prefix:[3,5],config:105,configur:[3,4,5,105,108],confus:105,connect:[106,113],consid:[0,6,105,108],consider:105,consist:[0,105],constant:105,constrain:105,constraint:[0,105],construct:[0,105],constructor:[0,105],contain:[0,4,105,109,112,115],content:105,context:[0,3,5,105],contigu:[105,115],contribut:105,convent:[105,110],convers:[0,105,115],convert:[0,105,112],convert_attr_to_ragged_:105,convert_dense_to_fsa_vec:106,coo:105,coordin:105,copi:[3,105,108],copyright:[2,5,108],core:[1,115],corpor:2,correct:105,correspond:[0,105,112],cost:[0,105],could:105,count:105,counterpart:105,counts_out:105,cours:105,course_arch:0,cp310:[11,12,13,14,15,23,24,25,26,27,28,29,30,35,36,37,38,39,47,48,49,50,51,52,53,54,59,60,61,62,63,71,72,73,74,75,76,77,78,83,84,85,86,87,95,96,97,98,99,100,101,102,103],cp311:[14,15,23,24,25,26,27,28,29,30,47,48,49,50,51,52,53,54,71,72,73,74,75,76,77,78,86,87,95,96,97,98,99,100,101,102,103],cp312:[28,29,30,52,53,54,76,77,78,100,101,102,103],cp36:[8,9,10,16,17,18,19,20,21,22,32,33,34,40,41,42,43,44,45,46,56,57,58,64,65,66,67,68,69,70,80,81,82,88,89,90,91,92,93],cp36m:[8,9,10,16,17,18,19,20,21,22,32,33,34,40,41,42,43,44,45,46,56,57,58,64,65,66,67,68,69,70,80,81,82,88,89,90,91,92,93],cp37:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94],cp37m:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94],cp38:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103],cp39:[8,9,10,11,12,13,14,15,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,90,91,92,93,94,95,96,97,98,99,100,101,102,103],cplus_include_path:3,cpp_function:108,cpu:[1,4,5,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,105,108,109,110,112],cpython:[3,4,108,109],creat:[0,3,4,7,105,107,110],create_fsa_vec:[0,106,110,112],create_ragged_shape2:106,create_ragged_tensor:106,create_spars:106,creation:105,credit:5,cs:0,csl01:0,csr:0,csrc:[3,4,5,105,108],csukuangfj:[2,6],ctc:[1,105],ctc_graph:106,ctc_graph_modifi:105,ctc_loss:106,ctc_topo:[106,112],ctc_topo_compose_linear_fsa:105,ctc_topo_modifi:105,ctc_topo_modified_compose_linear_fsa:105,ctcloss:106,ctest:[4,5],cu117:6,cu:4,cu_ragged_test:4,cuda10:[80,81,82,83,84,85,88,89,90,91,92,93,94],cuda11:[6,83,84,85,86,87,89,91,92,93,94,95,96,97,98,99,100,101,102,103],cuda12:[97,98,99,100,101,102,103],cuda:[1,4,5,7,105,110,112],cuda_10:2,cuda_11:2,cuda_12:2,cuda_bin_path:2,cuda_hom:2,cuda_inc_path:2,cuda_path:2,cuda_toolkit_root:2,cuda_toolkit_root_dir:2,cudastream_t:[3,5],cudasuccess:[3,5],cudatoolkit:[2,4,5],cudatoolkit_root:2,cudatoolkit_root_dir:2,cudatoolkit_target_dir:2,cudnn:[1,4,5,7],cupti:2,current:[7,105,110],custream_st:[3,5],cutoff:105,cxx:3,d:[0,105,110,115],darwin:3,data:[0,105,115],datadir:108,dcmake_build_typ:[3,4,5],dcudnn_include_path:5,dcudnn_library_path:5,debug:[105,109,114],debugdir:108,dec:5,declin:108,decod:1,decode_st:105,decoder_dim:105,decodestateinfo:106,decoding_graph:105,decreas:[0,105],default_valu:105,defin:[105,112],definit:[105,115],delai:105,delay_penalti:105,delet:105,delta:105,demonstr:[0,112],demostr:0,denot:[0,105,112],dens:[1,105],dense_fsa:105,dense_fsa_vec:105,densefsavec:[0,106],depend:[0,105,115],deriv:105,descend:105,descent:0,describ:[0,2,4,31,55,79,104,105,112],design:[0,115],desir:105,dest:105,dest_nam:105,dest_stat:[105,115],destin:[0,105,112],detail:[0,105,108],determin:106,determinist:105,determinizeweightpushingtyp:[3,106],dev20230223:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22],dev20230224:[80,81,82,83,84,85,86,87,88,89,90,91,92,93],dev20230318:[23,95],dev20230427:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,84,85,86,87,95],dev20230430:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,84,85,86,87,95],dev20230508:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,84,85,86,87,95],dev20230524:[8,9,10,11,12,13,14,15,23,24,83,84,85,86,87,95,96],dev20230715:80,dev20230717:[80,81,82,83,84,85,88,89,90,91,92],dev20230718:[6,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96],dev20230719:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24],dev20230720:[6,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72],dev20230725:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,80,81,82,83,84,85,86,87],dev20230726:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,87,88,89,90,91,92,93,94,96],dev20230926:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72],dev20230927:[9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96],dev20231020:97,dev20231021:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,56,57,58,59,60,61,62,63,64,65,66,69,70,71,72,73,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97],dev20231022:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,80,81,82,83,84,85,86,87],dev20231023:[87,88,89,90,91,92,93,94,95,96,97],dev20231123:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,60,61,62,63,71,72,73,74,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98],dev20231124:98,dev20231219:98,dev20231220:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,60,61,62,63,71,72,73,74,75,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99],dev20231221:[33,51,99],dev20240210:[28,52,76,100],dev20240211:[8,9,10,11,12,13,14,15,17,18,19,20,21,22,23,24,25,26,27,28,32,33,34,35,36,37,38,39,41,42,43,44,45,46,47,48,49,50,51,52,60,61,62,63,71,72,73,74,75,76,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],dev20240218:[8,9,10,11,12,13,14,15,17,18,19,20,21,22,23,24,25,26,27,28,32,33,34,35,36,37,38,39,41,42,43,44,45,46,47,48,49,50,51,52,60,61,62,63,71,72,73,74,75,76,100],dev20240223:[8,9,10,11,12,13,14,15,17,18,19,20,21,22,23,24,25,26,27,28,29,32,33,34,35,36,37,38,39,41,42,43,44,45,46,47,48,49,50,51,52,53,60,61,62,63,71,72,73,74,75,76,77,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101],dev20240224:101,dev20240229:103,dev20240301:[101,103],dev20240321:101,dev20240328:[30,54,78,102],develop:[1,2,3,7],devic:[5,110],diagraph:105,dict:105,dictat:105,did:105,differ:[0,2,3,4,5,105,110,115],differenti:105,digraph:105,dim1:105,dim:105,dim_:108,dimens:[0,105,115],direct:105,directli:[0,105,112],directori:[2,4],diretori:4,disabl:108,discard:105,disk:105,dispatch:108,displai:[105,110],distanc:105,distinct:105,distribut:105,divid:105,dk2_build_for_all_arch:[3,4,5],dk2_with_cuda:[4,5],dlopen:3,do_rnnt_prun:106,doc:105,document:[0,105,108,112],doe:[0,105],don:[2,105],done:[0,5,105,108],doubl:[105,112,115],download:[2,6],draw:[0,110,112],driver:2,drm:2,dropout:105,dropout_prob:105,dtype:[0,110,112,115],due:105,durat:0,dure:[105,112],dylib:3,dynam:105,e:[0,3,4,5,105,108,112],each:[0,4,105,112,115],earlier:105,earliest:105,eas:[0,112],edg:105,edu:0,eec:0,effect:105,effici:105,either:[0,105,110,112],element:[0,105,110],els:105,emit:105,empti:105,en:105,enabl:[3,5,108],encod:[0,105],encoder_dim:105,encount:[3,7],encourag:105,end:[0,105,108,110],end_fram:105,end_symbol:105,enough:5,ensur:105,enter:[0,105,108,110,112],entir:105,entri:[0,105,115],env:[3,105,108],environ:[3,5,7,107],environemt:5,eo:105,ep:105,epsilon:[105,112],epsilonfre:5,equal:[0,105],equival:105,error:[4,5,7,105,109],estim:105,etc:105,eval:[3,5],evaldevic:[3,5],evalu:105,even:[105,108,112],ever:105,everi:[0,105,110],exact:105,exactli:105,exampl:[1,105,110,112],exce:105,except:[105,108],exclus:105,execut:[4,108],exist:[0,105],exot:0,exp:[0,105],expand:105,expand_ragged_attribut:106,expect:105,explain:0,explan:0,explicitli:112,exponenti:105,express:[4,105],extend:[0,105],extens:105,extent:108,extra:[0,2,105],extract:[0,105],f:[3,5,6,105,108],f_0:112,f_1:112,f_2:112,f_3:112,f_i:112,factor:105,fail:[5,108],failur:5,fairli:0,fake:105,fals:[0,105,110],fangjun:[2,3,108,109],faq:[1,7],fast:105,faster:[0,4,105],featur:[0,4],fed:105,fernando:0,few:112,fewer:105,field:[1,105],fig:[0,110],figur:0,file:[4,105,108,110],filenam:105,fill:105,filler:105,filter:105,final_st:105,find:[1,4,5,105,108],finit:[0,1,105],first:[0,2,4,105,108,115],fix:[3,4,108],fix_torch:4,fj:[2,3,108,109],flexibl:0,float32:[0,105,110,112,115],float64:[105,112,115],fly:0,follow:[0,2,3,4,5,6,7,105,108,110,112,115],foo:105,foo_fil:105,forc:105,fork:4,form:105,formal:0,format:[0,105,110],formul:105,formula:[105,112],forward:112,forward_scores_xxx_yyi:105,found:[4,5,105],foundat:108,four:105,fourth:115,frac:0,frame:[0,105],frame_idx_nam:105,framework:0,free:[105,108],from:[0,1,2,3,7,105,108,110,112],from_dict:105,from_openfst:0,from_str:[0,5,110,112],fsa2:0,fsa:[1,3,4,5,6,106,108,114],fsa_aux:110,fsa_aux_symbol:110,fsa_from_binary_function_tensor:105,fsa_from_unary_function_rag:105,fsa_invert:110,fsa_modifi:105,fsa_symbol:110,fsa_vec:[0,110,112],fsavec:[0,105,111,112],fst:[0,1,105,110],fstvec:105,func:108,funciton:105,function_cal:108,futur:[1,105],g:[0,3,4,5,105,108,112],gain:0,gallic:0,gather:105,gcc:[3,5],gcc_dir:3,gdb:108,gdbinit:108,gener:[0,105,110,112],get:[0,3,4,5,108,110],get_aux_label:106,get_best_matching_stat:106,get_forward_scor:113,get_lattic:106,get_properti:105,get_rnnt_logprob:106,get_rnnt_logprobs_joint:106,get_rnnt_logprobs_prun:106,get_rnnt_logprobs_smooth:106,get_rnnt_prune_rang:106,get_rnnt_prune_ranges_deprec:106,get_tot_scor:[0,113],getattr:105,getstacktrac:108,git:[3,4,5,108],github:[1,4,5,6,7,105,107,108],github_act:4,give:[0,105],given:[0,105,110,112],gnu:[4,108,109],go:[4,105],good:105,got:105,gpl:108,gplv3:108,gpu:[2,3,4,5,105,110,112],grad:0,grad_fn:105,gradient:[0,105],grahpviz:105,gram:[0,105],graph:105,graphviz:[5,105,110],greater:[0,105],gtest_filt:4,guarante:105,h:[3,5,105,108],ha:[0,3,4,5,105,108,112,115],had:105,handbook:0,handl:[0,105],happen:[0,108],hash:105,hat:105,have:[0,1,2,3,4,5,105,108,109,110,112,115],head:4,help:[4,5,105,108],here:[0,105],hf:6,hi:105,highest:105,highest_phone_plus_on:105,hint:105,histori:105,hit:108,hlg:105,hope:1,host:108,how:[0,2,4,6,105,109,110,112,114],howev:[0,3],hpy:105,html:[6,105,108],http:[0,1,2,4,5,6,105,108],huggingfac:[2,6],human:110,hybrid:105,hyp:105,hyp_label:105,hyp_to_ref_map:105,hypothes:105,i:[0,2,4,105,108,112],icefal:1,id:110,idea:[0,105,115],ident:105,identifi:[0,105],ignor:105,ilabel:105,illustr:112,imag:[3,105],implement:[0,105,108,109],impli:105,implicit:105,implicitli:105,impos:105,in_out:105,inc:108,includ:[1,2,3,5,105,108],inclus:105,incorpor:105,increas:105,independ:[0,105,115],index:[0,106],index_add:106,index_add_:105,index_and_sum:106,index_fsa:106,index_select:106,index_sequ:108,index_test:4,index_test_pi:4,indic:[0,3,105],individu:105,inf:105,infer:105,infin:105,info:[105,108],inform:[0,5,105,107,108],inherit:105,initial_valu:105,inner_label:105,input:[0,105,112],ins_del_scor:105,insensit:105,insert:105,insid:[3,4,112],insight:0,instal:[1,3,4,105,110],installpath:2,instanc:[0,2,105,110,115],instead:[0,105,110],instruct:[4,108],int32:[0,105,110,115],int32_:108,int32_t:[3,5,105,108,115],int64:105,integ:[105,110],integr:1,intend:105,intent:105,interchang:0,interest:[0,109],interfac:105,intern:[0,105,108,112],internet:3,interpret:[0,105],intersect:[106,113],intersect_dens:106,intersect_dense_prun:106,intersect_devic:106,intersectdevic:105,interv:105,introduc:108,introduct:0,invalid:[5,105],invers:105,invert:[106,113],invert_:110,inverted_fsa:[105,112],invok:110,involv:105,io:6,is_contigu:105,is_rand_equival:106,isinst:105,ismonoton:105,issu:[1,4,5,105,107,108],issuecom:105,isym:105,item:105,iter:0,its:[0,105,110,112],itself:105,j5:4,j6:5,j:[4,5,105],jobnum:5,joiner:105,joint:105,joint_mutual_information_recurs:106,jupyt:110,just:[0,105,110],k24:105,k2:[2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,106,107,108,109,110,112,115],k2_cmake_arg:[3,5],k2_install_prefix:4,k2_make_arg:5,k2_root:4,k2r:105,k:[0,1,105],kaldi:105,keep:[0,105],kei:105,kept:105,kfinalsymbol:105,kfsapropertiesarcsortedanddeterminist:105,kind:[0,105,115],kleen:105,klogsumweightpush:105,klogweightpush:105,know:105,knoweightpush:105,known:[0,4,5,105],ktropicalweightpush:105,kuangfangjun:108,kwarg:[105,108],kwargs_in:108,l23:3,l:105,label:[0,105,112,115],labels_sym:[105,110],lambda:108,lambdat:[3,5],languag:[0,105],larg:105,larger:[5,105],largest:[0,105],last:[0,3,105,108],lat:105,later:[0,105,108,115],latest:[3,4,5,6],lattic:[1,105],law:108,layer:[0,105],layout:105,ld_library_path:[2,3],lead:105,learn:[1,4],least:[4,5,105],leav:[0,105,112],left:105,len:105,length:[105,115],less:105,let:[0,4,105,108],letter:0,level:115,levenshtein:105,levenshtein_align:106,levenshtein_graph:106,lf:1,lh:3,lib64:2,lib:[2,3,4,108,109],libc:108,libcudnn:5,libk2_log:108,libmkl_cor:3,libmkl_intel_ilp64:3,libmkl_intel_thread:3,libpython3:108,librari:[3,108,109],library_path:3,libstdc:108,libthread_db:108,licens:[5,108],like:[0,1,2,3,4,5,105,112],limit:105,line:[3,105,108],linear:105,linear_fsa:106,linear_fsa_with_self_loop:106,linear_fst:106,linear_fst_with_self_loop:106,linguist:0,link:3,linux:[2,4,5,108,109],linux_x86_64:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,80,81,82,83,84,85,86,87,88,89,90,91,92,93,95,96],list:[0,3,105,111,115],liter:105,literatur:0,littl:0,ll:105,lm:105,lm_only_scal:105,lm_prob:105,ln:3,load:[3,105,108],local_instal:2,log:[105,109,112],log_add:[0,105],log_prob:105,log_prob_len:105,log_semir:[0,105],log_softmax:105,logadd:112,logger:108,logit:105,logprob:105,logsumexpfunct:105,longtensor:105,look:[0,2,105,109],loop:[0,105,112],loss:[1,105],loss_per_utt:105,lowercas:1,lowest:105,ls:3,lstm:105,lvcsr:0,lwp:108,m:[0,4,7,107],machin:[1,3,4,5],maco:[4,5],macosx_10_9_x86_64:[6,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51],macosx_12_0_universal2:[47,48,49,50,51,52,53,54],macosx_12_0_x86_64:[32,33,34,35,36,37,38,39,41,42,43,44,45,46,47,48,49,50,51,52,53,54],mai:[0,3,4,5,105,108,115],main:[0,2,6,105],mainli:105,make:[0,4,5,105],man:2,mandatori:105,mani:[0,1,5,105],manual:108,manylinux2014_x86_64:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103],manylinux_2_17_x86_64:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103],map:[0,105],mask:105,master:3,match:105,mathrm:0,matric:0,matrix:[0,105],matter:105,max:[0,112],max_active_st:105,max_arc:105,max_num_arc:105,max_num_ax:105,max_num_el:105,max_num_fsa:105,max_ord:105,max_symbol:105,max_token:[105,112],maximum:[0,105],maybeaccess:5,maybecoaccess:5,mean:[0,3,105],meaning:105,measur:105,mechan:105,mehryar:0,member:105,memori:[105,115],mention:[0,105],messag:108,method:[6,105,110],michael:0,might:105,min_active_st:105,min_col_index:105,min_num_arc:105,min_num_ax:105,min_num_el:105,min_num_fsa:105,min_token:105,miniconda3:3,minim:105,minimum:[0,105],mirror:6,mkdir:[4,5],mmi:1,mode:105,model:[0,105],modif:105,modifi:[105,110,112],modified_ctc_graph:105,modified_ctc_topo:105,modul:[3,108],moh97:0,mohri:0,momori:105,mon_may__3_19:2,monoton:105,more:[0,4,5,105,108,112],most:[0,3,105,108,110,112],mostli:[5,105],move:[105,110],mpr02:0,mpr08:0,much:4,multinomi:105,multipl:[0,2,105],must:[105,110],mutual:105,mutual_information_recurs:106,mwer:105,mwer_loss:106,mwer_test:105,mwerloss:106,my:105,n:[0,105],name:[0,5,110],nan:105,natur:105,nbest:106,nbest_scal:105,ndim:105,nearli:0,necessari:105,need:[0,2,3,4,5,105,112],need_new2old_index:105,need_num_repeat:105,need_value_index:105,neg:[0,105],negat:105,neighbor:105,neither:[105,112],nest:115,net:105,network:[0,105],neural:[0,105],new2old_index:105,new_fsa:105,newli:105,next:[0,105,108],ngram_ord:105,nnet_output:[0,105],non:[0,105],none:[105,110],nonempti:5,nor:[105,112],normal:[0,4,112],notat:105,note:[0,2,4,105,110,112],notebook:110,noth:105,now:[0,2,105],npath:105,num:105,num_aux_label:105,num_class:105,num_fram:105,num_fsa:[105,110],num_path:105,num_repeat:105,num_row:0,num_stat:[105,110],num_symbol:105,numax:105,number:[0,105,112,115],numer:105,nvcc:2,nvidia:[2,5],nyu:0,o:[0,105],object:[105,108,110],obtain:[107,112],obviou:105,occup:105,occupi:105,oct:3,odd:105,off:[4,5],offlin:110,offset:105,often:[105,112],ok:105,olabel:105,old:3,omit:105,onc:[4,105],one:[0,3,4,5,6,105,110,112],one_best_decod:106,onli:[0,4,5,105,112,115],onlin:[105,108],onlinedenseintersect:106,onto:105,op:105,open:[108,109],openfst:[0,105],opengl:2,oper:[0,105,108,114,116],oppos:105,opposit:[0,105],optim:[105,108],option:[4,5,105,112],order:[0,105,108,110,112],org:[6,105,108],origin:105,orign:105,osym:105,other:[0,1,4,105,108,112],otherwis:[4,5,105,110,112],our:[105,108],out:[0,105,108],out_fsa:105,output:[0,2,4,5,7,105,107,108,112],output_beam:105,outsid:105,over:[0,105],overal:105,overflow:105,overload:105,overrid:105,own:105,p:105,packag:[3,109],pad:0,padding_valu:105,page:[0,2,4,31,55,79,104],pair:[0,105],paper:105,parallel:[0,5,105],parallelli:105,param:105,paramet:[0,105],part:[0,105,108,115],partial:0,particular:105,partli:105,pass:[3,4,5,105],past:105,path:[0,2,4,105,108,112],path_scor:105,pattern:105,pdf:[0,105],penal:105,penalti:105,per:[105,112],pereira:0,perform:105,permit:108,phone:105,pickl:105,piec:105,pip3:5,pip:[4,5,6,105,110],place:[3,105,110],plan:[4,5],platform:6,pleas:[0,2,3,4,5,6,7,105,107,108,109,110],plu:105,pmatrix:0,png:105,point:[0,105],pose:0,posit:[0,105],possibl:[0,105],post:[7,105],posterior:105,postscript:0,practic:[0,105],pre:[1,7],preced:105,precis:[105,112],predict:[0,105],prefix:105,prepar:[5,105],present:[105,115],prevent:105,previous:105,print:[0,4,5,105,108,109,110,112],prior:105,prob:[0,105],probabl:[0,3,105,109],problem:105,process:[0,1,4,105,108],prod:2,produc:[0,105],produr:105,program:108,propag:[0,105],properti:110,properties_str:5,properties_to_str:106,protect:108,provid:[0,6,7,105,107],prune:105,prune_on_arc_post:106,prune_rang:105,pruned_ranges_to_lattic:106,pseudo:[0,105],pub:0,pull:105,purpos:[0,105],push:105,put:105,pwd:4,px:105,px_grad:105,px_sum:105,py38:[108,109],py:[3,4,5,105,108],py_bytesmain:108,py_grad:105,py_runmain:108,py_sum:105,pybind11:[108,109],pybind11_url:3,pybindraggedani:108,pycfunction_cal:108,pyenv:108,pyeval_evalcod:108,pyeval_evalcodeex:108,pyobject_getitem:108,pyrun_fileexflag:108,pyrun_simplefileexflag:108,python3:[3,4,5,7,105,107,108,109],python:[0,1,3,4,5,105,107,108,109,110],pythonpath:4,pytorch:[0,1,4,5,6,105,107,109,115],quantiti:105,queri:105,question:0,quit:[0,105],r11:2,r12:2,r:[2,4,5],rag:[1,106,110,112,114,115],ragged_attribute_nam:105,ragged_label_nam:105,ragged_tensor:105,ragged_test:4,raggedani:[105,108],raggedarc:105,raggedint:110,raggedshap:[106,115],raggedshapeopstest:4,raggedtensor:[0,106,108,112],rais:105,ram:5,random:105,random_fsa:106,random_fsa_vec:106,random_path:106,random_ragged_shap:106,randomli:105,randomraggedshap:105,rang:[3,5,105],rate:105,rather:[0,105],ratio:105,re:[3,4,105],reach:105,reachabl:105,read:[5,105,108],readabl:110,readi:5,real:[0,105],rearrang:105,reason:[3,105],receiv:105,recent:[3,108],recip:1,recogn:105,recognit:[0,1],recommend:[1,4,7,105],reconstruct:105,record:105,recurs:105,redistribut:108,reduc:[5,105],reduct:105,ref:105,ref_label:105,ref_text:105,refer:[1,5,105,110,112],referenc:3,reflect:105,regular:[0,4,105],regular_ragged_shap:106,reinterpret:[105,112,115],rel:105,relat:[0,105,108],releas:[2,3,5],reli:105,remain:[0,108],remov:[105,112],remove_ep:105,remove_epsilon:106,remove_epsilon_and_add_self_loop:106,remove_epsilon_self_loop:106,remove_fil:105,renam:105,rename_tensor_attribute_:105,render:105,repeat:105,replac:[2,105],replace_fsa:106,replic:105,repo:4,report:[1,105,108],repositori:4,repost:0,repres:[0,105,110],represent:105,request:105,requir:[0,5,105,110,112],requires_grad_:0,rescor:1,reshap:105,resid:110,resolv:[2,6],resourc:108,respect:[0,105],rest:105,result:[0,105,110,112],ret_arc_map:105,return_grad:105,returned_tensor:105,revers:106,revisit:0,rewritten:105,rf:3,right:105,rilei:0,risk:105,rm:3,rnn:105,rnnt:105,rnnt_loss:106,rnnt_loss_prun:106,rnnt_loss_simpl:106,rnnt_loss_smooth:106,rnnt_type:105,rnntdecodingconfig:106,rnntdecodingstream:106,root:[108,109],row:[0,105],row_id:0,row_ids1:105,row_ids2:105,row_index:[0,105],row_split:0,row_splits1:0,row_splits2:0,rpath:3,rule:105,run:[2,3,4,5,105,107,108,110],runtimeerror:[105,108],rwxrwxr:3,s1:112,s2:112,s:[0,3,4,5,105,110,112],s_begin:105,s_end:105,s_rang:105,safe:108,sai:[0,4,5,105],said:105,same:[0,1,3,105,108,110,115],sampl:105,satisf:105,satisfi:105,save:[0,2,105,110],scalar:105,scale:[105,112],score:[0,105,112,115],scores_onli:105,screenshot:110,script:4,seamlessli:1,search:[105,108],search_beam:105,second:[0,4,105,115],section:[2,108],secur:108,see:[0,3,4,6,105,108,109,115],seed:105,seen:109,segment:105,select:[0,105],self:[105,108,110,112],semant:105,semir:[1,105,112],semirng:105,sens:[0,105],sentenc:105,separ:105,seq:105,seqfram:105,seqframe_idx_nam:105,sequenc:105,sequence_index:105,serial:105,set:[0,3,5,105,108,112],set_row_id:105,set_scores_stochastic_:105,setup:[3,4,5,105],sever:[6,105],sh1:2,sh:[2,4],shape1:105,shape2:105,shape3:105,shape:[0,110,115],share:[5,105,109],shared_ptr:[3,5],shell:108,sherpa:4,shorter:105,shortest:[0,105],shortest_path:106,should:[2,4,105],show:[0,3,6,108,110],shown:[0,110,112],side:105,sign:[0,105],silent:2,similar:105,similarli:[0,109],simpili:4,simpl:[1,105],simple_fsa:0,simple_fst:0,simple_ragged_index_select:106,simpli:105,simplifi:105,simul:0,sinc:[0,105,108,112],singl:[0,105,111,112],singleton:105,site:[3,109],size:[0,105],skip:105,slice:105,slightli:105,slow:105,smaller:105,snowfal:105,so:[0,4,5,105,108,109],softmax:[0,105],softwar:[2,3,108],solut:3,some:[0,4,5,105,108],someth:[3,105],sort:[105,112],sorted_fsa:[105,112],sorted_fsa_2:105,sorted_match_a:105,sorted_match_ref:105,sourc:[0,1,2,3,4,6,7,105,108,109],space:105,spars:[0,105],sparse_coo:105,special:[0,105,112],specif:[4,105],specifi:[0,105],speech:[0,1],split:105,springer:0,sqcup:0,src:[105,108],src_idx01:105,src_idx0:105,src_name:105,src_state:[105,115],src_stream:105,stabl:105,stack:[105,108],staff:3,stage:105,stai:105,stand:105,standard:105,star:[2,108,109],start:[0,3,105,108,112],start_fram:105,state:[0,1,105,110,112],stateless:105,statist:105,std:[3,5,108],step1_arc_map:105,step2_arc_map:105,step:[105,108,112],still:105,stop:108,store:[0,105,115],str:105,straightforward:[0,3,112],stream:105,stride:105,string:[4,105,110],strip:2,struct:115,structur:[0,105,115],sub:[105,115],sub_shap:105,sub_shape2:105,sublist:105,subsampl:105,subsampling_factor:105,subsect:112,subsequ:105,subset:[0,105],subtract:105,succe:105,success:[4,105],successfulli:[2,5],sudo:[2,5],suffici:2,suffix:105,suggest:5,suitabl:2,sum_t:105,sumbackward0:105,sumfunct:105,summar:0,summari:[0,3,109],sun_jul_28_19:2,supervis:105,supervision_seg:105,suppli:105,support:[0,1,2,4,5,6,105,110,112],suppos:[0,6,108],svg:[0,105,110,112],swap:[105,110,112],swoosh_l:106,swoosh_l_forward:106,swoosh_l_forward_and_deriv:106,swoosh_r:106,swoosh_r_forward:106,swoosh_r_forward_and_deriv:106,sym_str:110,symbol:[0,108],symbol_begin_rang:105,symbol_range_begin:105,symbol_seq_len:105,symbolt:[106,110],symlink:3,system:[2,3],t2s2c_shape:105,t:[0,2,105,108],t_begin:105,t_end:105,tab:105,tabl:105,take:[0,105],taken:105,tar:2,target:[2,105],target_length:105,task:[0,105],tc445_37:2,tell:[0,7,105,110],temperatur:105,tensor:[0,1,105,108,110,112,114,115],tensorflow:[0,1,115],term:105,termin:105,termination_symbol:105,test:[4,5,105,108,110],text:105,tf:[0,115],tgz:2,th:105,than:[0,4,5,105,112],thei:[0,4,105,109,115],them:[0,7,105,112],themselv:105,theoret:105,therefor:0,thi:[0,2,3,4,6,31,55,79,104,105,108,110,112],thing:[0,108],third:115,those:105,thread:108,three:[0,105,110],threshold:105,threshold_prob:105,through:[0,105],thrown:108,thu:105,thu_feb_10_18:2,thu_nov_18_09:2,tie:112,time2stream2context_shap:105,time:[0,1,5,105],time_seq_len:105,titl:[105,110,112],tmp:3,to_dot:[106,110],to_str:106,to_str_ful:105,to_str_simpl:106,to_tensor:106,togeth:105,token:105,told:[0,115],toler:105,too:[3,105],tool:2,toolkit:[1,2,4,5],top:105,top_sort:106,topolog:105,topsort:5,topsortedandacycl:5,torch1:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94],torch2:[6,23,24,25,26,27,28,29,30,47,48,49,50,51,52,53,54,71,72,73,74,75,76,77,78,95,96,97,98,99,100,101,102,103],torch:[0,4,6,7,31,55,79,104,105,107,108,109,110,112,115],torch_stabl:6,tot_context:105,tot_scor:105,total:[0,105],total_num_paths_of_current_batch:105,total_scor:0,totsiz:105,trace:108,traceback:[3,108],track:0,tradit:105,train:105,transcript:105,transduc:[0,1,105,112],transfer:105,transit:105,treat:[105,112],treat_epsilons_speci:[105,112],tri:105,trivial:105,trivial_graph:106,tropic:[105,112],tropical_semir:112,truncat:105,tt:3,tue_feb__7_19:2,tupl:[105,110],turn:[0,105],tutori:[1,110,112],two:[0,3,4,5,7,105,110,112,115],txt:5,type:[3,4,5,105,108,110,115],typic:105,ubuntu:[3,108],ultim:105,un:105,unabl:108,unaffect:105,unchang:105,undefin:105,under:105,underli:[105,108],underlin:105,underscor:[105,110],understand:105,unigram:105,uninstal:5,union:106,uniqu:0,unit:105,unless:105,unlik:105,unlimit:105,unnorm:105,unsign:112,unsort:[105,112],up:[0,5,105],updat:[0,3,105],url:0,us:[0,1,2,4,5,6,7,105,107,108,109,110,112,115],usag:105,use_double_scor:[0,105,112],use_hat_loss:105,use_log:105,user:[0,3,4,5,6,105],usr:[105,108],usual:[0,105],util:[7,105,107],utt:105,utter:105,v10:2,v11:2,v12:2,v2:108,v8:2,valid:[5,105],valu:[0,5,110,112,115],value_index:105,value_indexes2:105,valueerror:105,variabl:3,varianc:105,variant:105,vec:105,vector:[1,105,110],verbos:4,veri:[3,105],version:[1,2,5,6,7,105,106,108],via:[105,110],view:[105,108,110],virtual:105,visibl:0,visit:6,visual:[0,105],vocab:105,vocabulari:105,void_typ:108,vs:[3,5,105,108],w:0,wa:[0,4,105,107,108,115],wai:[0,3,105,109],want:[0,2,5,6,105,112],warn:108,warranti:108,wave:105,we:[0,1,2,4,5,6,7,105,108,109,110,112,115],wed_jul_22_19:2,wed_jun__8_16:2,wed_oct_23_19:2,wed_sep_21_10:2,weight:[0,105],weight_pushing_typ:105,weights_a:105,weights_b:105,welch:112,well:[0,1,105,110,112],were:[0,105,115],wfsa:0,wfst:0,wget:[2,3,6],what:[0,3,105,115],wheel:[1,7],when:[0,4,5,105,112],where:[0,4,105,112],wherea:[0,110],whether:[4,105,110,112],which:[0,2,105,107,110,112,115],whichev:105,whl:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103],who:5,whole:105,whole_lattice_rescor:105,whose:105,why:[0,105],wiki:[0,105],wikipedia:105,win_amd64:[6,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78],window:[4,5],witch:0,within:105,without:[105,115],won:[0,105],word:[105,108],work:[4,5,105,112],would:[0,4,105,108],wrap:109,write:105,www:108,x64:2,x86_64:[2,4,108,109],x:[2,3,4,5,105],x_:105,xvf:2,xxx:[3,5,105],xxx_filler:105,xz:2,y:[5,105],y_:105,y_t:105,yet:[0,105],yorku:0,you:[0,1,2,3,4,5,6,7,105,107,108,109,110,112],your:[2,3,4,7,105,108],your_github_usernam:4,yourself:105,yyi:105,zero:[0,105]},titles:["Core concepts in k2","k2","CUDA and cuDNN","FAQs","For developers","Install from source","From pre-compiled wheels (recommended)","Installation","torch 1.10.0","torch 1.10.1","torch 1.10.2","torch 1.11.0","torch 1.12.0","torch 1.12.1","torch 1.13.0","torch 1.13.1","torch 1.6.0","torch 1.7.0","torch 1.7.1","torch 1.8.0","torch 1.8.1","torch 1.9.0","torch 1.9.1","torch 2.0.0","torch 2.0.1","torch 2.1.0","torch 2.1.1","torch 2.1.2","torch 2.2.0","torch 2.2.1","torch 2.2.2","Pre-compiled CPU wheels (Linux)","torch 1.10.0","torch 1.10.1","torch 1.10.2","torch 1.11.0","torch 1.12.0","torch 1.12.1","torch 1.13.0","torch 1.13.1","torch 1.6.0","torch 1.7.0","torch 1.7.1","torch 1.8.0","torch 1.8.1","torch 1.9.0","torch 1.9.1","torch 2.0.0","torch 2.0.1","torch 2.1.0","torch 2.1.1","torch 2.1.2","torch 2.2.0","torch 2.2.1","torch 2.2.2","Pre-compiled CPU wheels (macOS)","torch 1.10.0","torch 1.10.1","torch 1.10.2","torch 1.11.0","torch 1.12.0","torch 1.12.1","torch 1.13.0","torch 1.13.1","torch 1.6.0","torch 1.7.0","torch 1.7.1","torch 1.8.0","torch 1.8.1","torch 1.9.0","torch 1.9.1","torch 2.0.0","torch 2.0.1","torch 2.1.0","torch 2.1.1","torch 2.1.2","torch 2.2.0","torch 2.2.1","torch 2.2.2","Pre-compiled CPU wheels (Windows)","torch 1.10.0","torch 1.10.1","torch 1.10.2","torch 1.11.0","torch 1.12.0","torch 1.12.1","torch 1.13.0","torch 1.13.1","torch 1.6.0","torch 1.7.0","torch 1.7.1","torch 1.8.0","torch 1.8.1","torch 1.9.0","torch 1.9.1","torch 2.0.0","torch 2.0.1","torch 2.1.0","torch 2.1.1","torch 2.1.2","torch 2.2.0","torch 2.2.1","torch 2.2.2","torch 2.3.0","Pre-compiled CUDA wheels (Linux)","k2","Python API reference","version","How to debug _k2","_k2","Fsa","Fsa tutorials","Fsa algorithms","Fsa algorithms tutorials","Python tutorials","Basics","Ragged tensor tutorials","Operations"],titleterms:{"0":[2,3,8,11,12,14,16,17,19,21,23,24,25,28,32,35,36,38,40,41,43,45,47,48,49,52,56,59,60,62,64,65,67,69,71,72,73,76,80,83,84,86,88,89,91,93,95,96,97,100,103],"1":[0,2,3,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,24,25,26,27,29,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,48,49,50,51,53,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,72,73,74,75,77,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,96,97,98,99,101],"10":[2,8,9,10,32,33,34,56,57,58,80,81,82],"11":[2,11,35,59,83],"12":[2,12,13,36,37,60,61,84,85],"13":[14,15,38,39,62,63,86,87],"14":3,"2":[0,2,10,23,24,25,26,27,28,29,30,34,47,48,49,50,51,52,53,54,58,71,72,73,74,75,76,77,78,82,95,96,97,98,99,100,101,102,103],"27":3,"3":[2,103],"5":2,"6":[2,3,16,40,64,88],"7":[2,17,18,41,42,65,66,89,90],"8":[2,3,19,20,43,44,67,68,91,92],"9":[21,22,45,46,69,70,93,94],"function":3,"true":112,A:[0,110],For:4,No:3,__eq__:105,__getattr__:105,__getitem__:105,__getstate__:105,__init__:105,__ne__:105,__repr__:105,__setattr__:105,__setstate__:105,__str__:105,_from_dense_fsa_vec:105,_get_arc_post:105,_get_backward_scor:105,_get_entering_arc:105,_get_forward_scor:105,_get_tot_scor:105,_invalidate_cache_:105,_k2:[108,109],_pyruntim:3,add:105,add_epsilon_self_loop:105,advanc:105,against:3,algorithm:[112,113],api:106,arang:105,arc_sort:[105,112],archiv:3,argmax:105,arrai:0,as_dict:105,aten:3,attribut:0,autograd:0,auxiliari:110,basic:115,beam:105,bin:3,bug:108,buggi:108,build:4,c:3,can:3,cannot:3,cat:105,clone:105,closur:105,code:108,com:3,compat:3,compil:[3,6,31,55,79,104],compos:[105,112],compose_arc_map:105,concept:0,connect:[105,112],content:1,convert_attr_to_rag:105,convert_dense_to_fsa_vec:105,core:0,cpu:[6,31,55,79],create_fsa_vec:105,create_ragged_shape2:105,create_ragged_tensor:105,create_spars:105,ctc_graph:105,ctc_loss:105,ctc_topo:105,ctcloss:105,cuda:[2,6,104],cudnn:2,debug:[4,108],decod:105,decoder_history_len:105,decodestateinfo:105,dens:0,densefsavec:105,determin:105,determinizeweightpushingtyp:105,develop:4,devic:[3,105],dim0:105,directori:3,do_rnnt_prun:105,download:3,draw:105,dtype:105,durat:105,environ:2,error:[3,108],exampl:[0,6],expand_ragged_attribut:105,fail:3,fals:112,faq:3,file:3,find:3,format_output:105,forward:105,found:3,fpic:3,from:[5,6],from_fil:105,from_lattic:105,from_openfst:105,from_str:105,fsa:[0,105,110,111,112,113],fsavec:110,get:105,get_arc_post:105,get_aux_label:105,get_backward_scor:105,get_best_matching_stat:105,get_context:105,get_fil:105,get_forward_scor:[105,112],get_lattic:105,get_lay:105,get_rnnt_logprob:105,get_rnnt_logprobs_joint:105,get_rnnt_logprobs_prun:105,get_rnnt_logprobs_smooth:105,get_rnnt_prune_rang:105,get_rnnt_prune_ranges_deprec:105,get_tot_scor:[105,112],github:3,glibc_2:3,grad:105,gz:3,how:108,http:3,id:105,importerror:3,index:105,index_add:105,index_and_sum:105,index_fsa:105,index_select:105,instal:[2,5,6,7],intersect:[105,112],intersect_dens:105,intersect_dense_prun:105,intersect_devic:105,invalid:3,invert:[105,110,112],invert_:105,is_cpu:110,is_cuda:[105,110],is_rand_equival:105,issu:[3,7],joint_mutual_information_recurs:105,k2:[0,1,105],label:110,later:3,ld:3,levenshtein_align:105,levenshtein_graph:105,lib64:3,libm:3,libpython3:3,linear_fsa:105,linear_fsa_with_self_loop:105,linear_fst:105,linear_fst_with_self_loop:105,linux:[6,31,104],list:110,log:[0,108],log_semir:112,logsumexp:105,lpython_librari:3,maco:[3,6,55],make:3,max:105,max_context:105,max_siz:105,max_stat:105,merg:105,min:105,mkl:3,mutual_information_recurs:105,mwer_loss:105,mwerloss:105,name:105,nbest:105,normal:105,notfound:3,num_arc:105,num_ax:105,num_stream:105,numel:105,object:3,one_best_decod:105,onlinedenseintersect:105,open:3,oper:117,pad:105,pre:[6,31,55,79,104],properti:105,properties_str:105,properties_to_str:105,prune_on_arc_post:105,pruned_ranges_to_lattic:105,pybind11:3,pybind:3,python:[106,114],r_x86_64_pc32:3,rag:[0,105,116],raggedshap:105,raggedtensor:105,random_fsa:105,random_fsa_vec:105,random_path:105,random_ragged_shap:105,recommend:6,recompil:3,refer:[0,106],regular_ragged_shap:105,relat:3,releas:4,reloc:3,remove_axi:105,remove_epsilon:105,remove_epsilon_and_add_self_loop:105,remove_epsilon_self_loop:105,remove_values_eq:105,remove_values_leq:105,rename_tensor_attribut:105,replace_fsa:105,report:7,requir:3,requires_grad:105,requires_grad_:105,revers:105,rnnt_loss:105,rnnt_loss_prun:105,rnnt_loss_simpl:105,rnnt_loss_smooth:105,rnntdecodingconfig:105,rnntdecodingstream:105,row_id:105,row_split:105,score:110,semir:0,set:2,set_scores_stochast:105,shape:105,share:3,shortest_path:105,simpl:0,simple_ragged_index_select:105,singl:110,so:3,sort_:105,sourc:5,sum:105,summari:108,swoosh_l:105,swoosh_l_forward:105,swoosh_l_forward_and_deriv:105,swoosh_r:105,swoosh_r_forward:105,swoosh_r_forward_and_deriv:105,symbol:[3,105,110],symbolt:105,tabl:110,tar:3,tensor:116,terminate_and_flush_to_stream:105,to_dot:105,to_fil:105,to_str:105,to_str_simpl:105,to_tensor:105,tolist:105,top_k:105,top_sort:105,torch:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103],tot_siz:105,total_scor:105,trivial_graph:105,tropic:0,tutori:[111,113,114,116],union:105,uniqu:105,us:3,usr:3,v2:3,valu:105,variabl:2,vector:0,version:[3,4,107],visual:110,vocab_s:105,wai:108,wheel:[6,31,55,79,104],when:3,window:[6,79]}})
\ No newline at end of file
+Search.setIndex({docnames:["core_concepts/index","index","installation/cuda-cudnn","installation/faqs","installation/for_developers","installation/from_source","installation/from_wheels","installation/index","installation/pre-compiled-cpu-wheels-linux/1.10.0","installation/pre-compiled-cpu-wheels-linux/1.10.1","installation/pre-compiled-cpu-wheels-linux/1.10.2","installation/pre-compiled-cpu-wheels-linux/1.11.0","installation/pre-compiled-cpu-wheels-linux/1.12.0","installation/pre-compiled-cpu-wheels-linux/1.12.1","installation/pre-compiled-cpu-wheels-linux/1.13.0","installation/pre-compiled-cpu-wheels-linux/1.13.1","installation/pre-compiled-cpu-wheels-linux/1.6.0","installation/pre-compiled-cpu-wheels-linux/1.7.0","installation/pre-compiled-cpu-wheels-linux/1.7.1","installation/pre-compiled-cpu-wheels-linux/1.8.0","installation/pre-compiled-cpu-wheels-linux/1.8.1","installation/pre-compiled-cpu-wheels-linux/1.9.0","installation/pre-compiled-cpu-wheels-linux/1.9.1","installation/pre-compiled-cpu-wheels-linux/2.0.0","installation/pre-compiled-cpu-wheels-linux/2.0.1","installation/pre-compiled-cpu-wheels-linux/2.1.0","installation/pre-compiled-cpu-wheels-linux/2.1.1","installation/pre-compiled-cpu-wheels-linux/2.1.2","installation/pre-compiled-cpu-wheels-linux/2.2.0","installation/pre-compiled-cpu-wheels-linux/2.2.1","installation/pre-compiled-cpu-wheels-linux/2.2.2","installation/pre-compiled-cpu-wheels-linux/index","installation/pre-compiled-cpu-wheels-macos/1.10.0","installation/pre-compiled-cpu-wheels-macos/1.10.1","installation/pre-compiled-cpu-wheels-macos/1.10.2","installation/pre-compiled-cpu-wheels-macos/1.11.0","installation/pre-compiled-cpu-wheels-macos/1.12.0","installation/pre-compiled-cpu-wheels-macos/1.12.1","installation/pre-compiled-cpu-wheels-macos/1.13.0","installation/pre-compiled-cpu-wheels-macos/1.13.1","installation/pre-compiled-cpu-wheels-macos/1.6.0","installation/pre-compiled-cpu-wheels-macos/1.7.0","installation/pre-compiled-cpu-wheels-macos/1.7.1","installation/pre-compiled-cpu-wheels-macos/1.8.0","installation/pre-compiled-cpu-wheels-macos/1.8.1","installation/pre-compiled-cpu-wheels-macos/1.9.0","installation/pre-compiled-cpu-wheels-macos/1.9.1","installation/pre-compiled-cpu-wheels-macos/2.0.0","installation/pre-compiled-cpu-wheels-macos/2.0.1","installation/pre-compiled-cpu-wheels-macos/2.1.0","installation/pre-compiled-cpu-wheels-macos/2.1.1","installation/pre-compiled-cpu-wheels-macos/2.1.2","installation/pre-compiled-cpu-wheels-macos/2.2.0","installation/pre-compiled-cpu-wheels-macos/2.2.1","installation/pre-compiled-cpu-wheels-macos/2.2.2","installation/pre-compiled-cpu-wheels-macos/index","installation/pre-compiled-cpu-wheels-windows/1.10.0","installation/pre-compiled-cpu-wheels-windows/1.10.1","installation/pre-compiled-cpu-wheels-windows/1.10.2","installation/pre-compiled-cpu-wheels-windows/1.11.0","installation/pre-compiled-cpu-wheels-windows/1.12.0","installation/pre-compiled-cpu-wheels-windows/1.12.1","installation/pre-compiled-cpu-wheels-windows/1.13.0","installation/pre-compiled-cpu-wheels-windows/1.13.1","installation/pre-compiled-cpu-wheels-windows/1.6.0","installation/pre-compiled-cpu-wheels-windows/1.7.0","installation/pre-compiled-cpu-wheels-windows/1.7.1","installation/pre-compiled-cpu-wheels-windows/1.8.0","installation/pre-compiled-cpu-wheels-windows/1.8.1","installation/pre-compiled-cpu-wheels-windows/1.9.0","installation/pre-compiled-cpu-wheels-windows/1.9.1","installation/pre-compiled-cpu-wheels-windows/2.0.0","installation/pre-compiled-cpu-wheels-windows/2.0.1","installation/pre-compiled-cpu-wheels-windows/2.1.0","installation/pre-compiled-cpu-wheels-windows/2.1.1","installation/pre-compiled-cpu-wheels-windows/2.1.2","installation/pre-compiled-cpu-wheels-windows/2.2.0","installation/pre-compiled-cpu-wheels-windows/2.2.1","installation/pre-compiled-cpu-wheels-windows/2.2.2","installation/pre-compiled-cpu-wheels-windows/index","installation/pre-compiled-cuda-wheels-linux/1.10.0","installation/pre-compiled-cuda-wheels-linux/1.10.1","installation/pre-compiled-cuda-wheels-linux/1.10.2","installation/pre-compiled-cuda-wheels-linux/1.11.0","installation/pre-compiled-cuda-wheels-linux/1.12.0","installation/pre-compiled-cuda-wheels-linux/1.12.1","installation/pre-compiled-cuda-wheels-linux/1.13.0","installation/pre-compiled-cuda-wheels-linux/1.13.1","installation/pre-compiled-cuda-wheels-linux/1.6.0","installation/pre-compiled-cuda-wheels-linux/1.7.0","installation/pre-compiled-cuda-wheels-linux/1.7.1","installation/pre-compiled-cuda-wheels-linux/1.8.0","installation/pre-compiled-cuda-wheels-linux/1.8.1","installation/pre-compiled-cuda-wheels-linux/1.9.0","installation/pre-compiled-cuda-wheels-linux/1.9.1","installation/pre-compiled-cuda-wheels-linux/2.0.0","installation/pre-compiled-cuda-wheels-linux/2.0.1","installation/pre-compiled-cuda-wheels-linux/2.1.0","installation/pre-compiled-cuda-wheels-linux/2.1.1","installation/pre-compiled-cuda-wheels-linux/2.1.2","installation/pre-compiled-cuda-wheels-linux/2.2.0","installation/pre-compiled-cuda-wheels-linux/2.2.1","installation/pre-compiled-cuda-wheels-linux/2.2.2","installation/pre-compiled-cuda-wheels-linux/2.3.0","installation/pre-compiled-cuda-wheels-linux/index","python_api/api","python_api/index","python_api/version","python_tutorials/_k2/how-to-debug","python_tutorials/_k2/index","python_tutorials/fsa/fsa","python_tutorials/fsa/index","python_tutorials/fsa_algo/fsa_algo","python_tutorials/fsa_algo/index","python_tutorials/index","python_tutorials/ragged/basics","python_tutorials/ragged/index","python_tutorials/ragged/operations"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinxcontrib.bibtex":9,sphinx:56},filenames:["core_concepts/index.rst","index.rst","installation/cuda-cudnn.rst","installation/faqs.rst","installation/for_developers.rst","installation/from_source.rst","installation/from_wheels.rst","installation/index.rst","installation/pre-compiled-cpu-wheels-linux/1.10.0.rst","installation/pre-compiled-cpu-wheels-linux/1.10.1.rst","installation/pre-compiled-cpu-wheels-linux/1.10.2.rst","installation/pre-compiled-cpu-wheels-linux/1.11.0.rst","installation/pre-compiled-cpu-wheels-linux/1.12.0.rst","installation/pre-compiled-cpu-wheels-linux/1.12.1.rst","installation/pre-compiled-cpu-wheels-linux/1.13.0.rst","installation/pre-compiled-cpu-wheels-linux/1.13.1.rst","installation/pre-compiled-cpu-wheels-linux/1.6.0.rst","installation/pre-compiled-cpu-wheels-linux/1.7.0.rst","installation/pre-compiled-cpu-wheels-linux/1.7.1.rst","installation/pre-compiled-cpu-wheels-linux/1.8.0.rst","installation/pre-compiled-cpu-wheels-linux/1.8.1.rst","installation/pre-compiled-cpu-wheels-linux/1.9.0.rst","installation/pre-compiled-cpu-wheels-linux/1.9.1.rst","installation/pre-compiled-cpu-wheels-linux/2.0.0.rst","installation/pre-compiled-cpu-wheels-linux/2.0.1.rst","installation/pre-compiled-cpu-wheels-linux/2.1.0.rst","installation/pre-compiled-cpu-wheels-linux/2.1.1.rst","installation/pre-compiled-cpu-wheels-linux/2.1.2.rst","installation/pre-compiled-cpu-wheels-linux/2.2.0.rst","installation/pre-compiled-cpu-wheels-linux/2.2.1.rst","installation/pre-compiled-cpu-wheels-linux/2.2.2.rst","installation/pre-compiled-cpu-wheels-linux/index.rst","installation/pre-compiled-cpu-wheels-macos/1.10.0.rst","installation/pre-compiled-cpu-wheels-macos/1.10.1.rst","installation/pre-compiled-cpu-wheels-macos/1.10.2.rst","installation/pre-compiled-cpu-wheels-macos/1.11.0.rst","installation/pre-compiled-cpu-wheels-macos/1.12.0.rst","installation/pre-compiled-cpu-wheels-macos/1.12.1.rst","installation/pre-compiled-cpu-wheels-macos/1.13.0.rst","installation/pre-compiled-cpu-wheels-macos/1.13.1.rst","installation/pre-compiled-cpu-wheels-macos/1.6.0.rst","installation/pre-compiled-cpu-wheels-macos/1.7.0.rst","installation/pre-compiled-cpu-wheels-macos/1.7.1.rst","installation/pre-compiled-cpu-wheels-macos/1.8.0.rst","installation/pre-compiled-cpu-wheels-macos/1.8.1.rst","installation/pre-compiled-cpu-wheels-macos/1.9.0.rst","installation/pre-compiled-cpu-wheels-macos/1.9.1.rst","installation/pre-compiled-cpu-wheels-macos/2.0.0.rst","installation/pre-compiled-cpu-wheels-macos/2.0.1.rst","installation/pre-compiled-cpu-wheels-macos/2.1.0.rst","installation/pre-compiled-cpu-wheels-macos/2.1.1.rst","installation/pre-compiled-cpu-wheels-macos/2.1.2.rst","installation/pre-compiled-cpu-wheels-macos/2.2.0.rst","installation/pre-compiled-cpu-wheels-macos/2.2.1.rst","installation/pre-compiled-cpu-wheels-macos/2.2.2.rst","installation/pre-compiled-cpu-wheels-macos/index.rst","installation/pre-compiled-cpu-wheels-windows/1.10.0.rst","installation/pre-compiled-cpu-wheels-windows/1.10.1.rst","installation/pre-compiled-cpu-wheels-windows/1.10.2.rst","installation/pre-compiled-cpu-wheels-windows/1.11.0.rst","installation/pre-compiled-cpu-wheels-windows/1.12.0.rst","installation/pre-compiled-cpu-wheels-windows/1.12.1.rst","installation/pre-compiled-cpu-wheels-windows/1.13.0.rst","installation/pre-compiled-cpu-wheels-windows/1.13.1.rst","installation/pre-compiled-cpu-wheels-windows/1.6.0.rst","installation/pre-compiled-cpu-wheels-windows/1.7.0.rst","installation/pre-compiled-cpu-wheels-windows/1.7.1.rst","installation/pre-compiled-cpu-wheels-windows/1.8.0.rst","installation/pre-compiled-cpu-wheels-windows/1.8.1.rst","installation/pre-compiled-cpu-wheels-windows/1.9.0.rst","installation/pre-compiled-cpu-wheels-windows/1.9.1.rst","installation/pre-compiled-cpu-wheels-windows/2.0.0.rst","installation/pre-compiled-cpu-wheels-windows/2.0.1.rst","installation/pre-compiled-cpu-wheels-windows/2.1.0.rst","installation/pre-compiled-cpu-wheels-windows/2.1.1.rst","installation/pre-compiled-cpu-wheels-windows/2.1.2.rst","installation/pre-compiled-cpu-wheels-windows/2.2.0.rst","installation/pre-compiled-cpu-wheels-windows/2.2.1.rst","installation/pre-compiled-cpu-wheels-windows/2.2.2.rst","installation/pre-compiled-cpu-wheels-windows/index.rst","installation/pre-compiled-cuda-wheels-linux/1.10.0.rst","installation/pre-compiled-cuda-wheels-linux/1.10.1.rst","installation/pre-compiled-cuda-wheels-linux/1.10.2.rst","installation/pre-compiled-cuda-wheels-linux/1.11.0.rst","installation/pre-compiled-cuda-wheels-linux/1.12.0.rst","installation/pre-compiled-cuda-wheels-linux/1.12.1.rst","installation/pre-compiled-cuda-wheels-linux/1.13.0.rst","installation/pre-compiled-cuda-wheels-linux/1.13.1.rst","installation/pre-compiled-cuda-wheels-linux/1.6.0.rst","installation/pre-compiled-cuda-wheels-linux/1.7.0.rst","installation/pre-compiled-cuda-wheels-linux/1.7.1.rst","installation/pre-compiled-cuda-wheels-linux/1.8.0.rst","installation/pre-compiled-cuda-wheels-linux/1.8.1.rst","installation/pre-compiled-cuda-wheels-linux/1.9.0.rst","installation/pre-compiled-cuda-wheels-linux/1.9.1.rst","installation/pre-compiled-cuda-wheels-linux/2.0.0.rst","installation/pre-compiled-cuda-wheels-linux/2.0.1.rst","installation/pre-compiled-cuda-wheels-linux/2.1.0.rst","installation/pre-compiled-cuda-wheels-linux/2.1.1.rst","installation/pre-compiled-cuda-wheels-linux/2.1.2.rst","installation/pre-compiled-cuda-wheels-linux/2.2.0.rst","installation/pre-compiled-cuda-wheels-linux/2.2.1.rst","installation/pre-compiled-cuda-wheels-linux/2.2.2.rst","installation/pre-compiled-cuda-wheels-linux/2.3.0.rst","installation/pre-compiled-cuda-wheels-linux/index.rst","python_api/api.rst","python_api/index.rst","python_api/version.rst","python_tutorials/_k2/how-to-debug.rst","python_tutorials/_k2/index.rst","python_tutorials/fsa/fsa.rst","python_tutorials/fsa/index.rst","python_tutorials/fsa_algo/fsa_algo.rst","python_tutorials/fsa_algo/index.rst","python_tutorials/index.rst","python_tutorials/ragged/basics.rst","python_tutorials/ragged/index.rst","python_tutorials/ragged/operations.rst"],objects:{"k2.CtcLoss":[[105,0,1,"","forward"]],"k2.DenseFsaVec":[[105,0,1,"","__init__"],[105,0,1,"","_from_dense_fsa_vec"],[105,1,1,"","device"],[105,1,1,"","duration"],[105,0,1,"","to"]],"k2.DeterminizeWeightPushingType":[[105,1,1,"","name"],[105,1,1,"","value"]],"k2.Fsa":[[105,0,1,"","__getattr__"],[105,0,1,"","__getitem__"],[105,0,1,"","__init__"],[105,0,1,"","__setattr__"],[105,0,1,"","__str__"],[105,0,1,"","_get_arc_post"],[105,0,1,"","_get_backward_scores"],[105,0,1,"","_get_entering_arcs"],[105,0,1,"","_get_forward_scores"],[105,0,1,"","_get_tot_scores"],[105,0,1,"","_invalidate_cache_"],[105,0,1,"","as_dict"],[105,0,1,"","convert_attr_to_ragged_"],[105,1,1,"","device"],[105,0,1,"","draw"],[105,0,1,"","from_openfst"],[105,0,1,"","from_str"],[105,0,1,"","get_arc_post"],[105,0,1,"","get_backward_scores"],[105,0,1,"","get_filler"],[105,0,1,"","get_forward_scores"],[105,0,1,"","get_tot_scores"],[105,1,1,"","grad"],[105,0,1,"","invert"],[105,0,1,"","invert_"],[105,1,1,"","num_arcs"],[105,1,1,"","properties"],[105,1,1,"","properties_str"],[105,0,1,"","rename_tensor_attribute_"],[105,1,1,"","requires_grad"],[105,0,1,"","requires_grad_"],[105,0,1,"","set_scores_stochastic_"],[105,1,1,"","shape"],[105,0,1,"","to"]],"k2.MWERLoss":[[105,0,1,"","forward"]],"k2.Nbest":[[105,0,1,"","from_lattice"],[105,0,1,"","intersect"],[105,0,1,"","top_k"],[105,0,1,"","total_scores"]],"k2.OnlineDenseIntersecter":[[105,0,1,"","__init__"],[105,0,1,"","decode"],[105,1,1,"","num_streams"]],"k2.RaggedShape":[[105,0,1,"","__eq__"],[105,0,1,"","__getitem__"],[105,0,1,"","__init__"],[105,0,1,"","__ne__"],[105,0,1,"","__repr__"],[105,0,1,"","__str__"],[105,0,1,"","compose"],[105,1,1,"","device"],[105,1,1,"","dim0"],[105,0,1,"","get_layer"],[105,0,1,"","index"],[105,0,1,"","max_size"],[105,1,1,"","num_axes"],[105,0,1,"","numel"],[105,0,1,"","regular_ragged_shape"],[105,0,1,"","remove_axis"],[105,0,1,"","row_ids"],[105,0,1,"","row_splits"],[105,0,1,"","to"],[105,0,1,"","tot_size"],[105,0,1,"","tot_sizes"]],"k2.RaggedTensor":[[105,0,1,"","__eq__"],[105,0,1,"","__getitem__"],[105,0,1,"","__getstate__"],[105,0,1,"","__init__"],[105,0,1,"","__ne__"],[105,0,1,"","__repr__"],[105,0,1,"","__setstate__"],[105,0,1,"","__str__"],[105,0,1,"","add"],[105,0,1,"","arange"],[105,0,1,"","argmax"],[105,0,1,"","cat"],[105,0,1,"","clone"],[105,1,1,"","device"],[105,1,1,"","dim0"],[105,1,1,"","dtype"],[105,1,1,"","grad"],[105,0,1,"","index"],[105,1,1,"","is_cuda"],[105,0,1,"","logsumexp"],[105,0,1,"","max"],[105,0,1,"","min"],[105,0,1,"","normalize"],[105,1,1,"","num_axes"],[105,0,1,"","numel"],[105,0,1,"","pad"],[105,0,1,"","remove_axis"],[105,0,1,"","remove_values_eq"],[105,0,1,"","remove_values_leq"],[105,1,1,"","requires_grad"],[105,0,1,"","requires_grad_"],[105,1,1,"","shape"],[105,0,1,"","sort_"],[105,0,1,"","sum"],[105,0,1,"","to"],[105,0,1,"","to_str_simple"],[105,0,1,"","tolist"],[105,0,1,"","tot_size"],[105,0,1,"","unique"],[105,1,1,"","values"]],"k2.RnntDecodingConfig":[[105,0,1,"","__init__"],[105,1,1,"","beam"],[105,1,1,"","decoder_history_len"],[105,1,1,"","max_contexts"],[105,1,1,"","max_states"],[105,1,1,"","vocab_size"]],"k2.RnntDecodingStream":[[105,0,1,"","__init__"],[105,0,1,"","__str__"]],"k2.RnntDecodingStreams":[[105,0,1,"","__init__"],[105,0,1,"","__str__"],[105,0,1,"","advance"],[105,0,1,"","format_output"],[105,0,1,"","get_contexts"],[105,0,1,"","terminate_and_flush_to_streams"]],"k2.SymbolTable":[[105,0,1,"","add"],[105,0,1,"","from_file"],[105,0,1,"","from_str"],[105,0,1,"","get"],[105,1,1,"","ids"],[105,0,1,"","merge"],[105,1,1,"","symbols"],[105,0,1,"","to_file"]],"k2.ragged":[[105,2,1,"","cat"],[105,2,1,"","create_ragged_shape2"],[105,2,1,"","create_ragged_tensor"],[105,2,1,"","index"],[105,2,1,"","index_and_sum"],[105,2,1,"","random_ragged_shape"],[105,2,1,"","regular_ragged_shape"]],"k2.ragged.RaggedShape":[[105,0,1,"","__eq__"],[105,0,1,"","__getitem__"],[105,0,1,"","__init__"],[105,0,1,"","__ne__"],[105,0,1,"","__repr__"],[105,0,1,"","__str__"],[105,0,1,"","compose"],[105,1,1,"","device"],[105,1,1,"","dim0"],[105,0,1,"","get_layer"],[105,0,1,"","index"],[105,0,1,"","max_size"],[105,1,1,"","num_axes"],[105,0,1,"","numel"],[105,0,1,"","regular_ragged_shape"],[105,0,1,"","remove_axis"],[105,0,1,"","row_ids"],[105,0,1,"","row_splits"],[105,0,1,"","to"],[105,0,1,"","tot_size"],[105,0,1,"","tot_sizes"]],"k2.ragged.RaggedTensor":[[105,0,1,"","__eq__"],[105,0,1,"","__getitem__"],[105,0,1,"","__getstate__"],[105,0,1,"","__init__"],[105,0,1,"","__ne__"],[105,0,1,"","__repr__"],[105,0,1,"","__setstate__"],[105,0,1,"","__str__"],[105,0,1,"","add"],[105,0,1,"","arange"],[105,0,1,"","argmax"],[105,0,1,"","cat"],[105,0,1,"","clone"],[105,1,1,"","device"],[105,1,1,"","dim0"],[105,1,1,"","dtype"],[105,1,1,"","grad"],[105,0,1,"","index"],[105,1,1,"","is_cuda"],[105,0,1,"","logsumexp"],[105,0,1,"","max"],[105,0,1,"","min"],[105,0,1,"","normalize"],[105,1,1,"","num_axes"],[105,0,1,"","numel"],[105,0,1,"","pad"],[105,0,1,"","remove_axis"],[105,0,1,"","remove_values_eq"],[105,0,1,"","remove_values_leq"],[105,1,1,"","requires_grad"],[105,0,1,"","requires_grad_"],[105,1,1,"","shape"],[105,0,1,"","sort_"],[105,0,1,"","sum"],[105,0,1,"","to"],[105,0,1,"","to_str_simple"],[105,0,1,"","tolist"],[105,0,1,"","tot_size"],[105,0,1,"","unique"],[105,1,1,"","values"]],k2:[[105,2,1,"","add_epsilon_self_loops"],[105,2,1,"","arc_sort"],[105,2,1,"","cat"],[105,2,1,"","closure"],[105,2,1,"","compose"],[105,2,1,"","compose_arc_maps"],[105,2,1,"","connect"],[105,2,1,"","convert_dense_to_fsa_vec"],[105,2,1,"","create_fsa_vec"],[105,2,1,"","create_sparse"],[105,2,1,"","ctc_graph"],[105,2,1,"","ctc_loss"],[105,2,1,"","ctc_topo"],[105,2,1,"","determinize"],[105,2,1,"","do_rnnt_pruning"],[105,2,1,"","expand_ragged_attributes"],[105,2,1,"","get_aux_labels"],[105,2,1,"","get_best_matching_stats"],[105,2,1,"","get_lattice"],[105,2,1,"","get_rnnt_logprobs"],[105,2,1,"","get_rnnt_logprobs_joint"],[105,2,1,"","get_rnnt_logprobs_pruned"],[105,2,1,"","get_rnnt_logprobs_smoothed"],[105,2,1,"","get_rnnt_prune_ranges"],[105,2,1,"","get_rnnt_prune_ranges_deprecated"],[105,2,1,"","index_add"],[105,2,1,"","index_fsa"],[105,2,1,"","index_select"],[105,2,1,"","intersect"],[105,2,1,"","intersect_dense"],[105,2,1,"","intersect_dense_pruned"],[105,2,1,"","intersect_device"],[105,2,1,"","invert"],[105,2,1,"","is_rand_equivalent"],[105,2,1,"","joint_mutual_information_recursion"],[105,2,1,"","levenshtein_alignment"],[105,2,1,"","levenshtein_graph"],[105,2,1,"","linear_fsa"],[105,2,1,"","linear_fsa_with_self_loops"],[105,2,1,"","linear_fst"],[105,2,1,"","linear_fst_with_self_loops"],[105,2,1,"","mutual_information_recursion"],[105,2,1,"","mwer_loss"],[105,2,1,"","one_best_decoding"],[105,2,1,"","properties_to_str"],[105,2,1,"","prune_on_arc_post"],[105,2,1,"","pruned_ranges_to_lattice"],[105,2,1,"","random_fsa"],[105,2,1,"","random_fsa_vec"],[105,2,1,"","random_paths"],[105,2,1,"","remove_epsilon"],[105,2,1,"","remove_epsilon_and_add_self_loops"],[105,2,1,"","remove_epsilon_self_loops"],[105,2,1,"","replace_fsa"],[105,2,1,"","reverse"],[105,2,1,"","rnnt_loss"],[105,2,1,"","rnnt_loss_pruned"],[105,2,1,"","rnnt_loss_simple"],[105,2,1,"","rnnt_loss_smoothed"],[105,2,1,"","shortest_path"],[105,2,1,"","simple_ragged_index_select"],[105,2,1,"","swoosh_l"],[105,2,1,"","swoosh_l_forward"],[105,2,1,"","swoosh_l_forward_and_deriv"],[105,2,1,"","swoosh_r"],[105,2,1,"","swoosh_r_forward"],[105,2,1,"","swoosh_r_forward_and_deriv"],[105,2,1,"","to_dot"],[105,2,1,"","to_str"],[105,2,1,"","to_str_simple"],[105,2,1,"","to_tensor"],[105,2,1,"","top_sort"],[105,2,1,"","trivial_graph"],[105,2,1,"","union"]]},objnames:{"0":["py","method","Python method"],"1":["py","attribute","Python attribute"],"2":["py","function","Python function"]},objtypes:{"0":"py:method","1":"py:attribute","2":"py:function"},terms:{"0":[0,4,5,6,9,10,13,15,18,20,22,31,55,79,85,87,104,105,108,110,112],"00":105,"000":105,"0000":[105,112],"0000e":105,"00490":105,"00_linux":2,"01_linux":2,"02_linux":2,"035":105,"03749":105,"03_linux":2,"04":3,"0513":112,"05_linux":2,"06":105,"06_linux":2,"07":2,"07705":105,"0777":112,"08":105,"08x":105,"09":2,"09_pdt_2020":2,"0_520":2,"0_530":2,"0_bu":2,"0s":105,"0ubuntu3":108,"0x0":108,"0x00007fff29a2d6e0":108,"0x00007fff29a51365":108,"0x00007fff29b54786":108,"0x00007fff29b86b1d":108,"0x00007fff29b90b2f":108,"0x00007fff29b90ba3":108,"0x00007fff29b96291":108,"0x00007fff29b97f7f":108,"0x00007ffff2553d1d":108,"0x00007ffff78ca535":108,"0x11b93e":108,"0x11baa7":108,"0x122":108,"0x1b":108,"0x1b8676":108,"0x1eab1d":108,"0x1f4b2f":108,"0x1f4ba3":108,"0x1fa291":108,"0x1fbf7f":108,"0x2a":108,"0x3e":108,"0x49":108,"0x5025":108,"0x55555555478a":108,"0x555558d973e8":108,"0x555558db63f8":108,"0x55f05c1e378a":108,"0x56":108,"0x5b":108,"0x7a0":108,"0x7f716d321105":108,"0x7f716dc126e0":108,"0x7f716dc362e2":108,"0x7f716dd39676":108,"0x7f716dd6bb1d":108,"0x7f716dd75b2f":108,"0x7f716dd75ba3":108,"0x7f716dd7b291":108,"0x7f716dd7cf7f":108,"0x7f723b630bf7":108,"0x7f723ba72355":108,"0x7f723ba85de9":108,"0x7f723ba9f80":108,"0x7f723baa2535":108,"0x7f723baa3c8b":108,"0x7f723bb1b93e":108,"0x7f723bb1baa7":108,"0x7f723bba0f47":108,"0x7f723bba0ff":108,"0x7f723bba102b":108,"0x7f723bbe6902":108,"0x7f723bbe6add":108,"0x7f723bc0a750":108,"0x7f723bc0ac26":108,"0x7fff2913c105":108,"0x7fff29a512e2":108,"0x7fff29fd4a50":108,"0x7fff29fd6310":108,"0x7fff90765700":108,"0x7fff90f66700":108,"0x7ffff64adb40":108,"0x7ffff7458bf7":108,"0x7fffffffd5e0":108,"0x7fffffffd820":108,"0x916e0":108,"0x9e":108,"0xa3c8b":108,"0xb52e2":108,"0xb67":108,"0xe7":108,"0xf5":108,"0xfd":108,"1":[1,4,5,6,23,28,30,31,47,52,54,55,71,76,78,79,95,100,102,103,104,105,108,110,112,115],"10":[0,4,31,55,79,104,105,110,112,115],"100":[0,105],"1000":[105,110],"10000":105,"1011":3,"1038":3,"107":108,"1073741824":105,"109":2,"11":[0,4,5,31,55,79,104,105],"112":2,"1184088":108,"1184089":108,"119":2,"12":[0,3,4,31,55,79,104,105,110],"1225":3,"13":[31,55,79,104,105,110],"1363":105,"13_pdt_2021":2,"13_pst_2023":2,"14":[5,105,110],"1408":108,"1439":108,"147":[3,5],"14_pdt_2022":2,"15":[0,2,5,105],"15000000":105,"16":[0,105],"16_pdt_2019":2,"17":105,"178":108,"179":108,"18":[3,4,5,105],"19":[2,105],"1931":105,"195":108,"1997":0,"19m":3,"1_465":2,"1_510":2,"1_515":2,"1d":105,"1e":105,"1s":105,"2":[1,3,5,6,8,9,11,12,13,14,31,55,79,80,81,83,84,85,86,87,88,89,90,91,92,93,94,104,105,108,110,112,115],"20":[0,105,110,112,115],"200":105,"2000":[0,105,110,112],"2002":0,"2003":105,"2005":2,"2008":0,"2011":0,"2018":108,"20180409":108,"2019":2,"2020":[2,5],"2021":[2,3],"2022":2,"2023":2,"209":105,"21":105,"2147483648":105,"22":105,"221":2,"2211":105,"224":108,"23":[0,2,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,80,81,82,83,84,85,86,87,88,89,90,91,92,93,95,105],"2315":0,"23_cuda11":2,"24":[2,3,6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,105],"243":2,"243_418":2,"249":108,"25":[0,105],"2500":105,"269":0,"28845127_0":2,"29":2,"29920130_0":2,"29_cuda12":2,"2_495":2,"3":[0,4,5,6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,104,105,108,110,112,115],"30":[0,2,105,110],"300":105,"3000":[110,112],"30672275_0":2,"30978841_0":2,"30_pst_2021":2,"31":5,"311":0,"3130":112,"313261687":105,"31442593_0":2,"31833905_0":2,"32":2,"32415258_0":2,"32767":108,"33":2,"38":[3,4,105,108,109],"38_pdt_2019":2,"39":[0,2],"3_450":2,"4":[0,5,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,105,108,110,112,115],"40":[0,105],"4000":110,"4028e":105,"41_pst_2022":2,"437488":105,"44_cuda11":2,"45":2,"4513":112,"47":2,"49":2,"5":[0,5,83,105,108,110,112,115],"50":[0,105],"5000":[105,110],"501":105,"51":[0,2],"53":2,"559":0,"56":5,"584":0,"58_pdt_2022":2,"5981":105,"598139":105,"6":[0,4,5,31,55,79,84,85,86,87,104,105,108,112],"60":0,"61":2,"6328":0,"65":2,"66":2,"69":0,"7":[0,5,6,31,55,79,86,87,95,96,104,105,108,112],"70":[0,105],"7130":112,"742":108,"746":105,"75":105,"7685":0,"7981":105,"798139":105,"8":[0,4,5,31,55,79,95,96,97,98,99,100,101,102,103,104,105,108,109,112],"80":0,"8000":112,"8130":112,"828":105,"8444":0,"856421616":105,"87":2,"88":0,"88290":4,"89":2,"89_440":2,"9":[0,2,31,55,79,104,105,108],"90":[0,105],"92":105,"929":108,"955":105,"98":[3,5],"99":2,"\u4e2d\u56fd\u56fd\u5185\u7528\u6237":6,"\u5982\u679c\u8bbf\u95ee\u4e0d\u4e86":6,"\u8bf7\u4f7f\u7528":6,"case":[4,5,105,109,112],"catch":108,"class":[0,105,110],"const":108,"default":[5,105,112],"do":[0,1,2,105,112],"enum":105,"export":[2,3,4,5],"final":[0,105,110,112],"float":[105,112,115],"function":[5,105,112],"import":[0,3,4,5,105,108,109,110],"int":[3,5,105,108,115],"long":105,"new":[4,105,108,110,112],"return":[105,110,112],"short":[0,105],"static":[3,105],"super":0,"switch":4,"throw":[3,105,108],"true":[0,105,110],"try":[3,105],"var":105,"void":[3,5],"while":[0,3,4,7,105,107],A:[1,105,111,112,115],And:105,As:[4,105],At:[0,4,105],Be:105,But:105,By:105,For:[0,1,3,6,7,105,108,110,112,115],If:[0,2,3,4,5,6,7,105,107,108,109,110,112,115],In:[0,3,4,5,105,108,109,110,115],It:[0,1,3,4,5,105,110,112,115],Its:[0,105,110,112],NO:[0,108],NOT:[0,3,105],Not:105,ON:[3,4,5],ONE:105,Of:105,On:105,One:105,That:[1,4,5,105,115],The:[0,2,3,4,105,108,110,112,115],Then:[105,108],There:[0,105,108,110,115],These:105,To:[0,2,4,5,105,108,110],Will:105,With:0,_:105,__closur:108,__cxa_throw:108,__file__:[4,109],__getitem__:0,__in_chrg:108,__init:4,__init__:[0,3],__libc_start_main:108,__nv_dl_tag:[3,5],__nv_dl_wrapper_t:[3,5],_c:109,_cach:105,_dep:108,_devic:105,_fun:108,_k2:[1,3,4,105,114],_media:0,_non_tensor_attr:105,_properti:105,_pyeval_evalcodewithnam:108,_pyeval_evalframedefault:108,_pyobject_maketpcal:108,_start:108,_tensor_attr:105,a_arc_map:105,a_clon:105,a_fsa:[105,112],a_fsa_1:112,a_fsa_compos:112,a_fsa_compose2:112,a_fsa_compose3:112,a_fsa_intersect2:112,a_fsa_intersect3:112,a_fsa_intersect:112,a_fsa_inv:105,a_to_b_map:105,ab:105,abbc:105,abl:[1,105,110],about:[0,5,105,107,108],abov:[0,3,4,105,107,108,110,112],accept:105,acceptor:[0,105,112],access:[3,105,112,115],accomplish:0,accord:105,accordingli:3,accumul:105,accur:105,acess:115,achiev:[0,105],acoust:105,act:105,activ:[2,105],activate_k2_debug:4,activate_k2_releas:4,actual:[0,105],acycl:105,ad:[0,1,4,105,112],add:[0,108,112],add_epsilon_self_loop:[106,112],addit:105,addition:105,advanc:4,advis:105,advisori:105,affect:105,after:[2,3,4,5,7,105,108,112],after_connect:112,after_invert:112,after_invert_aux:112,after_sort:112,afterward:105,algorithm:[0,1,105,114],align:105,all:[0,4,5,105,112],allow:105,allow_parti:105,allow_trunc:105,almost:105,along:105,alpha:[105,112],alphabet:105,alreadi:[105,112],also:[3,4,105,107,110,112],altern:[0,4,105],although:105,alwai:[0,6,105],am:105,am_only_scal:105,am_prob:105,among:110,an:[0,3,4,7,105,107,108,110,112],ani:[0,2,7,105,108,115],anoth:[0,3,4],ans_arc_map:105,answer:0,anticip:105,anymor:105,anyth:105,api:[0,1,107,110],appear:105,append:105,appli:[105,112],applic:[1,105],approach:[3,6,7,105],appropri:7,approxim:105,apropo:108,apt:5,ar:[0,3,4,5,105,107,108,109,110,112,115],arang:108,arbitrari:[0,105],arc0:0,arc10:0,arc1:0,arc2:0,arc3:0,arc4:0,arc5:0,arc6:0,arc7:0,arc8:0,arc9:0,arc:[0,105,110,112,115],arc_deriv:105,arc_idx012:105,arc_map:105,arc_map_index:105,arc_map_src:105,arc_map_token:105,arc_po:105,arc_sort:[106,113],arc_sort_single_aft:105,arc_sort_single_after_aux_label:105,arc_sort_single_befor:105,archiv:2,arcsort:5,arcsortedanddeterminist:5,arg0:105,arg:[105,108],args_in:108,argument:[105,112],argument_load:108,arithmet:105,arithmetic_cod:105,arrai:[1,105,108,115],array1:[3,5,108],arxiv:105,ascend:[105,112],aspect:105,asr:1,assert:110,assertionerror:105,assign:[105,110],associ:105,assum:[0,3,4,105],attach:[0,105,107,110],attr1:105,attr2:105,attr3:105,attr4:105,attribut:[1,105,110],attribute_nam:105,auto:108,autograd:[1,105,112],autograd_log:0,autograd_trop:0,automag:[0,110],automat:[1,105],automaticali:0,automaton:1,autoregress:105,aux_label1:105,aux_label2:105,aux_label:[0,105,110,112],aux_label_nam:105,aux_labels2:105,aux_labels3:105,aux_labels_sym:[105,110],aux_symbol:110,auxiliari:105,avaiabl:6,avail:[4,105],averag:105,avoid:105,ax:105,axi:105,b:[0,105,110,112,115],b_arc_map:105,b_fsa:[105,112],b_fsa_1:112,b_fsa_compos:112,b_fsa_compose2:112,b_fsa_compose3:112,b_fsa_intersect2:112,b_fsa_intersect3:112,b_fsa_intersect:112,b_to_a_map:105,back:[0,105],backtrac:108,backward:[0,105],bad:108,base:[0,1,105],bash:4,basic:[105,114,116],batch:[0,1,105],batch_siz:105,baum:112,becaus:[0,105,109],becom:105,been:[105,108],befor:[0,3,4,5,105,112],before_connect:112,before_invert:112,before_invert_aux:112,before_sort:112,begin:[0,105],begin_fram:105,begin_symbol:105,behavior:105,being:105,belong:[0,105],below:[0,3,4,5,6,105,110,112],bernoulli:105,best:[0,105,112],best_path:105,between:[0,105],bin:[2,4,105,108],binari:105,bit:105,blank:[0,105],blk:105,blob:3,bo:105,bool:105,both:[0,105,109,110,112],boundari:105,breakdown:105,bring:0,bug:109,buggi:109,build:[2,3,5,6,105,108,109],build_debug:4,build_releas:[4,5],built:[2,4,107],bye:105,c:[0,2,4,5,105,108,109,110,115],c_fsa:112,c_fsa_compos:112,c_fsa_compose2:112,c_fsa_compose3:112,c_fsa_intersect2:112,c_fsa_intersect3:112,c_fsa_intersect:112,c_include_path:3,ca:0,cach:105,cached_tot_s:105,call:[0,3,105,108],call_impl:108,can:[0,1,2,4,5,6,7,105,107,108,109,110,112,115],cannot:[0,4,5,105],care:105,cast:108,castabl:105,cat:106,catchpoint:108,catmoreax:4,caus:105,caution:105,cc:[3,108],cd:[3,4,5],center:105,ceph:[2,3],certain:[0,105],cflag:2,cfunction_call_vararg:108,chang:[0,3,5,105,108,110],characterist:0,check:[2,3,4,5,105,108,112],china:6,chmod:2,choic:105,choos:[2,5,7,105],chunk:105,circular:105,cl1:0,clang:5,classmethod:105,click:115,clone:[3,4,5],closur:106,cmake:[3,4,5],cn:6,co:[2,6,105,112],code:[0,2,4,105,109,110,112],col:105,col_index:[0,105],collect:[105,107],collect_env:[7,107],collis:105,column:[0,105,115],com:[1,2,4,5,6,105,108],combin:[0,105,112],combined_prob:105,come:[0,105],comma:105,command:[2,3,4,5,7,108,110],comment:105,common:[0,105,110],compact:105,compar:105,compat:[0,105],compil:[1,2,4,5,7,108],complet:[0,105,108],complic:105,compon:2,compos:[106,113],compose_arc_map:106,composit:[0,105,112],compress:0,comput:[0,1,2,105,112],concaten:105,concept:[1,105],conceptu:105,conda:[2,3,4,5],conda_prefix:[3,5],config:105,configur:[3,4,5,105,108],confus:105,connect:[106,113],consid:[0,6,105,108],consider:105,consist:[0,105],constant:105,constrain:105,constraint:[0,105],construct:[0,105],constructor:[0,105],contain:[0,4,105,109,112,115],content:105,context:[0,3,5,105],contigu:[105,115],contribut:105,convent:[105,110],convers:[0,105,115],convert:[0,105,112],convert_attr_to_ragged_:105,convert_dense_to_fsa_vec:106,coo:105,coordin:105,copi:[3,105,108],copyright:[2,5,108],core:[1,115],corpor:2,correct:105,correspond:[0,105,112],cost:[0,105],could:105,count:105,counterpart:105,counts_out:105,cours:105,course_arch:0,cp310:[11,12,13,14,15,23,24,25,26,27,28,29,30,35,36,37,38,39,47,48,49,50,51,52,53,54,59,60,61,62,63,71,72,73,74,75,76,77,78,83,84,85,86,87,95,96,97,98,99,100,101,102,103],cp311:[14,15,23,24,25,26,27,28,29,30,47,48,49,50,51,52,53,54,71,72,73,74,75,76,77,78,86,87,95,96,97,98,99,100,101,102,103],cp312:[28,29,30,52,53,54,76,77,78,100,101,102,103],cp36:[8,9,10,16,17,18,19,20,21,22,32,33,34,40,41,42,43,44,45,46,56,57,58,64,65,66,67,68,69,70,80,81,82,88,89,90,91,92,93],cp36m:[8,9,10,16,17,18,19,20,21,22,32,33,34,40,41,42,43,44,45,46,56,57,58,64,65,66,67,68,69,70,80,81,82,88,89,90,91,92,93],cp37:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94],cp37m:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94],cp38:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103],cp39:[8,9,10,11,12,13,14,15,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,90,91,92,93,94,95,96,97,98,99,100,101,102,103],cplus_include_path:3,cpp_function:108,cpu:[1,4,5,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,105,108,109,110,112],cpython:[3,4,108,109],creat:[0,3,4,7,105,107,110],create_fsa_vec:[0,106,110,112],create_ragged_shape2:106,create_ragged_tensor:106,create_spars:106,creation:105,credit:5,cs:0,csl01:0,csr:0,csrc:[3,4,5,105,108],csukuangfj:[2,6],ctc:[1,105],ctc_graph:106,ctc_graph_modifi:105,ctc_loss:106,ctc_topo:[106,112],ctc_topo_compose_linear_fsa:105,ctc_topo_modifi:105,ctc_topo_modified_compose_linear_fsa:105,ctcloss:106,ctest:[4,5],cu117:6,cu:4,cu_ragged_test:4,cuda10:[80,81,82,83,84,85,88,89,90,91,92,93,94],cuda11:[6,83,84,85,86,87,89,91,92,93,94,95,96,97,98,99,100,101,102,103],cuda12:[97,98,99,100,101,102,103],cuda:[1,4,5,7,105,110,112],cuda_10:2,cuda_11:2,cuda_12:2,cuda_bin_path:2,cuda_hom:2,cuda_inc_path:2,cuda_path:2,cuda_toolkit_root:2,cuda_toolkit_root_dir:2,cudastream_t:[3,5],cudasuccess:[3,5],cudatoolkit:[2,4,5],cudatoolkit_root:2,cudatoolkit_root_dir:2,cudatoolkit_target_dir:2,cudnn:[1,4,5,7],cupti:2,current:[7,105,110],custream_st:[3,5],cutoff:105,cxx:3,d:[0,105,110,115],darwin:3,data:[0,105,115],datadir:108,dcmake_build_typ:[3,4,5],dcudnn_include_path:5,dcudnn_library_path:5,debug:[105,109,114],debugdir:108,dec:5,declin:108,decod:1,decode_st:105,decoder_dim:105,decodestateinfo:106,decoding_graph:105,decreas:[0,105],default_valu:105,defin:[105,112],definit:[105,115],delai:105,delay_penalti:105,delet:105,delta:105,demonstr:[0,112],demostr:0,denot:[0,105,112],dens:[1,105],dense_fsa:105,dense_fsa_vec:105,densefsavec:[0,106],depend:[0,105,115],deriv:105,descend:105,descent:0,describ:[0,2,4,31,55,79,104,105,112],design:[0,115],desir:105,dest:105,dest_nam:105,dest_stat:[105,115],destin:[0,105,112],detail:[0,105,108],determin:106,determinist:105,determinizeweightpushingtyp:[3,106],dev20230223:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22],dev20230224:[80,81,82,83,84,85,86,87,88,89,90,91,92,93],dev20230318:[23,95],dev20230427:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,84,85,86,87,95],dev20230430:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,84,85,86,87,95],dev20230508:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,84,85,86,87,95],dev20230524:[8,9,10,11,12,13,14,15,23,24,83,84,85,86,87,95,96],dev20230715:80,dev20230717:[80,81,82,83,84,85,88,89,90,91,92],dev20230718:[6,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96],dev20230719:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24],dev20230720:[6,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72],dev20230725:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,80,81,82,83,84,85,86,87],dev20230726:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,87,88,89,90,91,92,93,94,96],dev20230926:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72],dev20230927:[9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96],dev20231020:97,dev20231021:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,56,57,58,59,60,61,62,63,64,65,66,69,70,71,72,73,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97],dev20231022:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,80,81,82,83,84,85,86,87],dev20231023:[87,88,89,90,91,92,93,94,95,96,97],dev20231123:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,60,61,62,63,71,72,73,74,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98],dev20231124:98,dev20231219:98,dev20231220:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,60,61,62,63,71,72,73,74,75,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99],dev20231221:[33,51,99],dev20240210:[28,52,76,100],dev20240211:[8,9,10,11,12,13,14,15,17,18,19,20,21,22,23,24,25,26,27,28,32,33,34,35,36,37,38,39,41,42,43,44,45,46,47,48,49,50,51,52,60,61,62,63,71,72,73,74,75,76,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],dev20240218:[8,9,10,11,12,13,14,15,17,18,19,20,21,22,23,24,25,26,27,28,32,33,34,35,36,37,38,39,41,42,43,44,45,46,47,48,49,50,51,52,60,61,62,63,71,72,73,74,75,76,100],dev20240223:[8,9,10,11,12,13,14,15,17,18,19,20,21,22,23,24,25,26,27,28,29,32,33,34,35,36,37,38,39,41,42,43,44,45,46,47,48,49,50,51,52,53,60,61,62,63,71,72,73,74,75,76,77,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101],dev20240224:101,dev20240229:103,dev20240301:[101,103],dev20240321:101,dev20240328:[30,54,78,102],dev20240329:101,develop:[1,2,3,7],devic:[5,110],diagraph:105,dict:105,dictat:105,did:105,differ:[0,2,3,4,5,105,110,115],differenti:105,digraph:105,dim1:105,dim:105,dim_:108,dimens:[0,105,115],direct:105,directli:[0,105,112],directori:[2,4],diretori:4,disabl:108,discard:105,disk:105,dispatch:108,displai:[105,110],distanc:105,distinct:105,distribut:105,divid:105,dk2_build_for_all_arch:[3,4,5],dk2_with_cuda:[4,5],dlopen:3,do_rnnt_prun:106,doc:105,document:[0,105,108,112],doe:[0,105],don:[2,105],done:[0,5,105,108],doubl:[105,112,115],download:[2,6],draw:[0,110,112],driver:2,drm:2,dropout:105,dropout_prob:105,dtype:[0,110,112,115],due:105,durat:0,dure:[105,112],dylib:3,dynam:105,e:[0,3,4,5,105,108,112],each:[0,4,105,112,115],earlier:105,earliest:105,eas:[0,112],edg:105,edu:0,eec:0,effect:105,effici:105,either:[0,105,110,112],element:[0,105,110],els:105,emit:105,empti:105,en:105,enabl:[3,5,108],encod:[0,105],encoder_dim:105,encount:[3,7],encourag:105,end:[0,105,108,110],end_fram:105,end_symbol:105,enough:5,ensur:105,enter:[0,105,108,110,112],entir:105,entri:[0,105,115],env:[3,105,108],environ:[3,5,7,107],environemt:5,eo:105,ep:105,epsilon:[105,112],epsilonfre:5,equal:[0,105],equival:105,error:[4,5,7,105,109],estim:105,etc:105,eval:[3,5],evaldevic:[3,5],evalu:105,even:[105,108,112],ever:105,everi:[0,105,110],exact:105,exactli:105,exampl:[1,105,110,112],exce:105,except:[105,108],exclus:105,execut:[4,108],exist:[0,105],exot:0,exp:[0,105],expand:105,expand_ragged_attribut:106,expect:105,explain:0,explan:0,explicitli:112,exponenti:105,express:[4,105],extend:[0,105],extens:105,extent:108,extra:[0,2,105],extract:[0,105],f:[3,5,6,105,108],f_0:112,f_1:112,f_2:112,f_3:112,f_i:112,factor:105,fail:[5,108],failur:5,fairli:0,fake:105,fals:[0,105,110],fangjun:[2,3,108,109],faq:[1,7],fast:105,faster:[0,4,105],featur:[0,4],fed:105,fernando:0,few:112,fewer:105,field:[1,105],fig:[0,110],figur:0,file:[4,105,108,110],filenam:105,fill:105,filler:105,filter:105,final_st:105,find:[1,4,5,105,108],finit:[0,1,105],first:[0,2,4,105,108,115],fix:[3,4,108],fix_torch:4,fj:[2,3,108,109],flexibl:0,float32:[0,105,110,112,115],float64:[105,112,115],fly:0,follow:[0,2,3,4,5,6,7,105,108,110,112,115],foo:105,foo_fil:105,forc:105,fork:4,form:105,formal:0,format:[0,105,110],formul:105,formula:[105,112],forward:112,forward_scores_xxx_yyi:105,found:[4,5,105],foundat:108,four:105,fourth:115,frac:0,frame:[0,105],frame_idx_nam:105,framework:0,free:[105,108],from:[0,1,2,3,7,105,108,110,112],from_dict:105,from_openfst:0,from_str:[0,5,110,112],fsa2:0,fsa:[1,3,4,5,6,106,108,114],fsa_aux:110,fsa_aux_symbol:110,fsa_from_binary_function_tensor:105,fsa_from_unary_function_rag:105,fsa_invert:110,fsa_modifi:105,fsa_symbol:110,fsa_vec:[0,110,112],fsavec:[0,105,111,112],fst:[0,1,105,110],fstvec:105,func:108,funciton:105,function_cal:108,futur:[1,105],g:[0,3,4,5,105,108,112],gain:0,gallic:0,gather:105,gcc:[3,5],gcc_dir:3,gdb:108,gdbinit:108,gener:[0,105,110,112],get:[0,3,4,5,108,110],get_aux_label:106,get_best_matching_stat:106,get_forward_scor:113,get_lattic:106,get_properti:105,get_rnnt_logprob:106,get_rnnt_logprobs_joint:106,get_rnnt_logprobs_prun:106,get_rnnt_logprobs_smooth:106,get_rnnt_prune_rang:106,get_rnnt_prune_ranges_deprec:106,get_tot_scor:[0,113],getattr:105,getstacktrac:108,git:[3,4,5,108],github:[1,4,5,6,7,105,107,108],github_act:4,give:[0,105],given:[0,105,110,112],gnu:[4,108,109],go:[4,105],good:105,got:105,gpl:108,gplv3:108,gpu:[2,3,4,5,105,110,112],grad:0,grad_fn:105,gradient:[0,105],grahpviz:105,gram:[0,105],graph:105,graphviz:[5,105,110],greater:[0,105],gtest_filt:4,guarante:105,h:[3,5,105,108],ha:[0,3,4,5,105,108,112,115],had:105,handbook:0,handl:[0,105],happen:[0,108],hash:105,hat:105,have:[0,1,2,3,4,5,105,108,109,110,112,115],head:4,help:[4,5,105,108],here:[0,105],hf:6,hi:105,highest:105,highest_phone_plus_on:105,hint:105,histori:105,hit:108,hlg:105,hope:1,host:108,how:[0,2,4,6,105,109,110,112,114],howev:[0,3],hpy:105,html:[6,105,108],http:[0,1,2,4,5,6,105,108],huggingfac:[2,6],human:110,hybrid:105,hyp:105,hyp_label:105,hyp_to_ref_map:105,hypothes:105,i:[0,2,4,105,108,112],icefal:1,id:110,idea:[0,105,115],ident:105,identifi:[0,105],ignor:105,ilabel:105,illustr:112,imag:[3,105],implement:[0,105,108,109],impli:105,implicit:105,implicitli:105,impos:105,in_out:105,inc:108,includ:[1,2,3,5,105,108],inclus:105,incorpor:105,increas:105,independ:[0,105,115],index:[0,106],index_add:106,index_add_:105,index_and_sum:106,index_fsa:106,index_select:106,index_sequ:108,index_test:4,index_test_pi:4,indic:[0,3,105],individu:105,inf:105,infer:105,infin:105,info:[105,108],inform:[0,5,105,107,108],inherit:105,initial_valu:105,inner_label:105,input:[0,105,112],ins_del_scor:105,insensit:105,insert:105,insid:[3,4,112],insight:0,instal:[1,3,4,105,110],installpath:2,instanc:[0,2,105,110,115],instead:[0,105,110],instruct:[4,108],int32:[0,105,110,115],int32_:108,int32_t:[3,5,105,108,115],int64:105,integ:[105,110],integr:1,intend:105,intent:105,interchang:0,interest:[0,109],interfac:105,intern:[0,105,108,112],internet:3,interpret:[0,105],intersect:[106,113],intersect_dens:106,intersect_dense_prun:106,intersect_devic:106,intersectdevic:105,interv:105,introduc:108,introduct:0,invalid:[5,105],invers:105,invert:[106,113],invert_:110,inverted_fsa:[105,112],invok:110,involv:105,io:6,is_contigu:105,is_rand_equival:106,isinst:105,ismonoton:105,issu:[1,4,5,105,107,108],issuecom:105,isym:105,item:105,iter:0,its:[0,105,110,112],itself:105,j5:4,j6:5,j:[4,5,105],jobnum:5,joiner:105,joint:105,joint_mutual_information_recurs:106,jupyt:110,just:[0,105,110],k24:105,k2:[2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,106,107,108,109,110,112,115],k2_cmake_arg:[3,5],k2_install_prefix:4,k2_make_arg:5,k2_root:4,k2r:105,k:[0,1,105],kaldi:105,keep:[0,105],kei:105,kept:105,kfinalsymbol:105,kfsapropertiesarcsortedanddeterminist:105,kind:[0,105,115],kleen:105,klogsumweightpush:105,klogweightpush:105,know:105,knoweightpush:105,known:[0,4,5,105],ktropicalweightpush:105,kuangfangjun:108,kwarg:[105,108],kwargs_in:108,l23:3,l:105,label:[0,105,112,115],labels_sym:[105,110],lambda:108,lambdat:[3,5],languag:[0,105],larg:105,larger:[5,105],largest:[0,105],last:[0,3,105,108],lat:105,later:[0,105,108,115],latest:[3,4,5,6],lattic:[1,105],law:108,layer:[0,105],layout:105,ld_library_path:[2,3],lead:105,learn:[1,4],least:[4,5,105],leav:[0,105,112],left:105,len:105,length:[105,115],less:105,let:[0,4,105,108],letter:0,level:115,levenshtein:105,levenshtein_align:106,levenshtein_graph:106,lf:1,lh:3,lib64:2,lib:[2,3,4,108,109],libc:108,libcudnn:5,libk2_log:108,libmkl_cor:3,libmkl_intel_ilp64:3,libmkl_intel_thread:3,libpython3:108,librari:[3,108,109],library_path:3,libstdc:108,libthread_db:108,licens:[5,108],like:[0,1,2,3,4,5,105,112],limit:105,line:[3,105,108],linear:105,linear_fsa:106,linear_fsa_with_self_loop:106,linear_fst:106,linear_fst_with_self_loop:106,linguist:0,link:3,linux:[2,4,5,108,109],linux_x86_64:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,80,81,82,83,84,85,86,87,88,89,90,91,92,93,95,96],list:[0,3,105,111,115],liter:105,literatur:0,littl:0,ll:105,lm:105,lm_only_scal:105,lm_prob:105,ln:3,load:[3,105,108],local_instal:2,log:[105,109,112],log_add:[0,105],log_prob:105,log_prob_len:105,log_semir:[0,105],log_softmax:105,logadd:112,logger:108,logit:105,logprob:105,logsumexpfunct:105,longtensor:105,look:[0,2,105,109],loop:[0,105,112],loss:[1,105],loss_per_utt:105,lowercas:1,lowest:105,ls:3,lstm:105,lvcsr:0,lwp:108,m:[0,4,7,107],machin:[1,3,4,5],maco:[4,5],macosx_10_9_x86_64:[6,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51],macosx_12_0_universal2:[47,48,49,50,51,52,53,54],macosx_12_0_x86_64:[32,33,34,35,36,37,38,39,41,42,43,44,45,46,47,48,49,50,51,52,53,54],mai:[0,3,4,5,105,108,115],main:[0,2,6,105],mainli:105,make:[0,4,5,105],man:2,mandatori:105,mani:[0,1,5,105],manual:108,manylinux2014_x86_64:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103],manylinux_2_17_x86_64:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103],map:[0,105],mask:105,master:3,match:105,mathrm:0,matric:0,matrix:[0,105],matter:105,max:[0,112],max_active_st:105,max_arc:105,max_num_arc:105,max_num_ax:105,max_num_el:105,max_num_fsa:105,max_ord:105,max_symbol:105,max_token:[105,112],maximum:[0,105],maybeaccess:5,maybecoaccess:5,mean:[0,3,105],meaning:105,measur:105,mechan:105,mehryar:0,member:105,memori:[105,115],mention:[0,105],messag:108,method:[6,105,110],michael:0,might:105,min_active_st:105,min_col_index:105,min_num_arc:105,min_num_ax:105,min_num_el:105,min_num_fsa:105,min_token:105,miniconda3:3,minim:105,minimum:[0,105],mirror:6,mkdir:[4,5],mmi:1,mode:105,model:[0,105],modif:105,modifi:[105,110,112],modified_ctc_graph:105,modified_ctc_topo:105,modul:[3,108],moh97:0,mohri:0,momori:105,mon_may__3_19:2,monoton:105,more:[0,4,5,105,108,112],most:[0,3,105,108,110,112],mostli:[5,105],move:[105,110],mpr02:0,mpr08:0,much:4,multinomi:105,multipl:[0,2,105],must:[105,110],mutual:105,mutual_information_recurs:106,mwer:105,mwer_loss:106,mwer_test:105,mwerloss:106,my:105,n:[0,105],name:[0,5,110],nan:105,natur:105,nbest:106,nbest_scal:105,ndim:105,nearli:0,necessari:105,need:[0,2,3,4,5,105,112],need_new2old_index:105,need_num_repeat:105,need_value_index:105,neg:[0,105],negat:105,neighbor:105,neither:[105,112],nest:115,net:105,network:[0,105],neural:[0,105],new2old_index:105,new_fsa:105,newli:105,next:[0,105,108],ngram_ord:105,nnet_output:[0,105],non:[0,105],none:[105,110],nonempti:5,nor:[105,112],normal:[0,4,112],notat:105,note:[0,2,4,105,110,112],notebook:110,noth:105,now:[0,2,105],npath:105,num:105,num_aux_label:105,num_class:105,num_fram:105,num_fsa:[105,110],num_path:105,num_repeat:105,num_row:0,num_stat:[105,110],num_symbol:105,numax:105,number:[0,105,112,115],numer:105,nvcc:2,nvidia:[2,5],nyu:0,o:[0,105],object:[105,108,110],obtain:[107,112],obviou:105,occup:105,occupi:105,oct:3,odd:105,off:[4,5],offlin:110,offset:105,often:[105,112],ok:105,olabel:105,old:3,omit:105,onc:[4,105],one:[0,3,4,5,6,105,110,112],one_best_decod:106,onli:[0,4,5,105,112,115],onlin:[105,108],onlinedenseintersect:106,onto:105,op:105,open:[108,109],openfst:[0,105],opengl:2,oper:[0,105,108,114,116],oppos:105,opposit:[0,105],optim:[105,108],option:[4,5,105,112],order:[0,105,108,110,112],org:[6,105,108],origin:105,orign:105,osym:105,other:[0,1,4,105,108,112],otherwis:[4,5,105,110,112],our:[105,108],out:[0,105,108],out_fsa:105,output:[0,2,4,5,7,105,107,108,112],output_beam:105,outsid:105,over:[0,105],overal:105,overflow:105,overload:105,overrid:105,own:105,p:105,packag:[3,109],pad:0,padding_valu:105,page:[0,2,4,31,55,79,104],pair:[0,105],paper:105,parallel:[0,5,105],parallelli:105,param:105,paramet:[0,105],part:[0,105,108,115],partial:0,particular:105,partli:105,pass:[3,4,5,105],past:105,path:[0,2,4,105,108,112],path_scor:105,pattern:105,pdf:[0,105],penal:105,penalti:105,per:[105,112],pereira:0,perform:105,permit:108,phone:105,pickl:105,piec:105,pip3:5,pip:[4,5,6,105,110],place:[3,105,110],plan:[4,5],platform:6,pleas:[0,2,3,4,5,6,7,105,107,108,109,110],plu:105,pmatrix:0,png:105,point:[0,105],pose:0,posit:[0,105],possibl:[0,105],post:[7,105],posterior:105,postscript:0,practic:[0,105],pre:[1,7],preced:105,precis:[105,112],predict:[0,105],prefix:105,prepar:[5,105],present:[105,115],prevent:105,previous:105,print:[0,4,5,105,108,109,110,112],prior:105,prob:[0,105],probabl:[0,3,105,109],problem:105,process:[0,1,4,105,108],prod:2,produc:[0,105],produr:105,program:108,propag:[0,105],properti:110,properties_str:5,properties_to_str:106,protect:108,provid:[0,6,7,105,107],prune:105,prune_on_arc_post:106,prune_rang:105,pruned_ranges_to_lattic:106,pseudo:[0,105],pub:0,pull:105,purpos:[0,105],push:105,put:105,pwd:4,px:105,px_grad:105,px_sum:105,py38:[108,109],py:[3,4,5,105,108],py_bytesmain:108,py_grad:105,py_runmain:108,py_sum:105,pybind11:[108,109],pybind11_url:3,pybindraggedani:108,pycfunction_cal:108,pyenv:108,pyeval_evalcod:108,pyeval_evalcodeex:108,pyobject_getitem:108,pyrun_fileexflag:108,pyrun_simplefileexflag:108,python3:[3,4,5,7,105,107,108,109],python:[0,1,3,4,5,105,107,108,109,110],pythonpath:4,pytorch:[0,1,4,5,6,105,107,109,115],quantiti:105,queri:105,question:0,quit:[0,105],r11:2,r12:2,r:[2,4,5],rag:[1,106,110,112,114,115],ragged_attribute_nam:105,ragged_label_nam:105,ragged_tensor:105,ragged_test:4,raggedani:[105,108],raggedarc:105,raggedint:110,raggedshap:[106,115],raggedshapeopstest:4,raggedtensor:[0,106,108,112],rais:105,ram:5,random:105,random_fsa:106,random_fsa_vec:106,random_path:106,random_ragged_shap:106,randomli:105,randomraggedshap:105,rang:[3,5,105],rate:105,rather:[0,105],ratio:105,re:[3,4,105],reach:105,reachabl:105,read:[5,105,108],readabl:110,readi:5,real:[0,105],rearrang:105,reason:[3,105],receiv:105,recent:[3,108],recip:1,recogn:105,recognit:[0,1],recommend:[1,4,7,105],reconstruct:105,record:105,recurs:105,redistribut:108,reduc:[5,105],reduct:105,ref:105,ref_label:105,ref_text:105,refer:[1,5,105,110,112],referenc:3,reflect:105,regular:[0,4,105],regular_ragged_shap:106,reinterpret:[105,112,115],rel:105,relat:[0,105,108],releas:[2,3,5],reli:105,remain:[0,108],remov:[105,112],remove_ep:105,remove_epsilon:106,remove_epsilon_and_add_self_loop:106,remove_epsilon_self_loop:106,remove_fil:105,renam:105,rename_tensor_attribute_:105,render:105,repeat:105,replac:[2,105],replace_fsa:106,replic:105,repo:4,report:[1,105,108],repositori:4,repost:0,repres:[0,105,110],represent:105,request:105,requir:[0,5,105,110,112],requires_grad_:0,rescor:1,reshap:105,resid:110,resolv:[2,6],resourc:108,respect:[0,105],rest:105,result:[0,105,110,112],ret_arc_map:105,return_grad:105,returned_tensor:105,revers:106,revisit:0,rewritten:105,rf:3,right:105,rilei:0,risk:105,rm:3,rnn:105,rnnt:105,rnnt_loss:106,rnnt_loss_prun:106,rnnt_loss_simpl:106,rnnt_loss_smooth:106,rnnt_type:105,rnntdecodingconfig:106,rnntdecodingstream:106,root:[108,109],row:[0,105],row_id:0,row_ids1:105,row_ids2:105,row_index:[0,105],row_split:0,row_splits1:0,row_splits2:0,rpath:3,rule:105,run:[2,3,4,5,105,107,108,110],runtimeerror:[105,108],rwxrwxr:3,s1:112,s2:112,s:[0,3,4,5,105,110,112],s_begin:105,s_end:105,s_rang:105,safe:108,sai:[0,4,5,105],said:105,same:[0,1,3,105,108,110,115],sampl:105,satisf:105,satisfi:105,save:[0,2,105,110],scalar:105,scale:[105,112],score:[0,105,112,115],scores_onli:105,screenshot:110,script:4,seamlessli:1,search:[105,108],search_beam:105,second:[0,4,105,115],section:[2,108],secur:108,see:[0,3,4,6,105,108,109,115],seed:105,seen:109,segment:105,select:[0,105],self:[105,108,110,112],semant:105,semir:[1,105,112],semirng:105,sens:[0,105],sentenc:105,separ:105,seq:105,seqfram:105,seqframe_idx_nam:105,sequenc:105,sequence_index:105,serial:105,set:[0,3,5,105,108,112],set_row_id:105,set_scores_stochastic_:105,setup:[3,4,5,105],sever:[6,105],sh1:2,sh:[2,4],shape1:105,shape2:105,shape3:105,shape:[0,110,115],share:[5,105,109],shared_ptr:[3,5],shell:108,sherpa:4,shorter:105,shortest:[0,105],shortest_path:106,should:[2,4,105],show:[0,3,6,108,110],shown:[0,110,112],side:105,sign:[0,105],silent:2,similar:105,similarli:[0,109],simpili:4,simpl:[1,105],simple_fsa:0,simple_fst:0,simple_ragged_index_select:106,simpli:105,simplifi:105,simul:0,sinc:[0,105,108,112],singl:[0,105,111,112],singleton:105,site:[3,109],size:[0,105],skip:105,slice:105,slightli:105,slow:105,smaller:105,snowfal:105,so:[0,4,5,105,108,109],softmax:[0,105],softwar:[2,3,108],solut:3,some:[0,4,5,105,108],someth:[3,105],sort:[105,112],sorted_fsa:[105,112],sorted_fsa_2:105,sorted_match_a:105,sorted_match_ref:105,sourc:[0,1,2,3,4,6,7,105,108,109],space:105,spars:[0,105],sparse_coo:105,special:[0,105,112],specif:[4,105],specifi:[0,105],speech:[0,1],split:105,springer:0,sqcup:0,src:[105,108],src_idx01:105,src_idx0:105,src_name:105,src_state:[105,115],src_stream:105,stabl:105,stack:[105,108],staff:3,stage:105,stai:105,stand:105,standard:105,star:[2,108,109],start:[0,3,105,108,112],start_fram:105,state:[0,1,105,110,112],stateless:105,statist:105,std:[3,5,108],step1_arc_map:105,step2_arc_map:105,step:[105,108,112],still:105,stop:108,store:[0,105,115],str:105,straightforward:[0,3,112],stream:105,stride:105,string:[4,105,110],strip:2,struct:115,structur:[0,105,115],sub:[105,115],sub_shap:105,sub_shape2:105,sublist:105,subsampl:105,subsampling_factor:105,subsect:112,subsequ:105,subset:[0,105],subtract:105,succe:105,success:[4,105],successfulli:[2,5],sudo:[2,5],suffici:2,suffix:105,suggest:5,suitabl:2,sum_t:105,sumbackward0:105,sumfunct:105,summar:0,summari:[0,3,109],sun_jul_28_19:2,supervis:105,supervision_seg:105,suppli:105,support:[0,1,2,4,5,6,105,110,112],suppos:[0,6,108],svg:[0,105,110,112],swap:[105,110,112],swoosh_l:106,swoosh_l_forward:106,swoosh_l_forward_and_deriv:106,swoosh_r:106,swoosh_r_forward:106,swoosh_r_forward_and_deriv:106,sym_str:110,symbol:[0,108],symbol_begin_rang:105,symbol_range_begin:105,symbol_seq_len:105,symbolt:[106,110],symlink:3,system:[2,3],t2s2c_shape:105,t:[0,2,105,108],t_begin:105,t_end:105,tab:105,tabl:105,take:[0,105],taken:105,tar:2,target:[2,105],target_length:105,task:[0,105],tc445_37:2,tell:[0,7,105,110],temperatur:105,tensor:[0,1,105,108,110,112,114,115],tensorflow:[0,1,115],term:105,termin:105,termination_symbol:105,test:[4,5,105,108,110],text:105,tf:[0,115],tgz:2,th:105,than:[0,4,5,105,112],thei:[0,4,105,109,115],them:[0,7,105,112],themselv:105,theoret:105,therefor:0,thi:[0,2,3,4,6,31,55,79,104,105,108,110,112],thing:[0,108],third:115,those:105,thread:108,three:[0,105,110],threshold:105,threshold_prob:105,through:[0,105],thrown:108,thu:105,thu_feb_10_18:2,thu_nov_18_09:2,tie:112,time2stream2context_shap:105,time:[0,1,5,105],time_seq_len:105,titl:[105,110,112],tmp:3,to_dot:[106,110],to_str:106,to_str_ful:105,to_str_simpl:106,to_tensor:106,togeth:105,token:105,told:[0,115],toler:105,too:[3,105],tool:2,toolkit:[1,2,4,5],top:105,top_sort:106,topolog:105,topsort:5,topsortedandacycl:5,torch1:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94],torch2:[6,23,24,25,26,27,28,29,30,47,48,49,50,51,52,53,54,71,72,73,74,75,76,77,78,95,96,97,98,99,100,101,102,103],torch:[0,4,6,7,31,55,79,104,105,107,108,109,110,112,115],torch_stabl:6,tot_context:105,tot_scor:105,total:[0,105],total_num_paths_of_current_batch:105,total_scor:0,totsiz:105,trace:108,traceback:[3,108],track:0,tradit:105,train:105,transcript:105,transduc:[0,1,105,112],transfer:105,transit:105,treat:[105,112],treat_epsilons_speci:[105,112],tri:105,trivial:105,trivial_graph:106,tropic:[105,112],tropical_semir:112,truncat:105,tt:3,tue_feb__7_19:2,tupl:[105,110],turn:[0,105],tutori:[1,110,112],two:[0,3,4,5,7,105,110,112,115],txt:5,type:[3,4,5,105,108,110,115],typic:105,ubuntu:[3,108],ultim:105,un:105,unabl:108,unaffect:105,unchang:105,undefin:105,under:105,underli:[105,108],underlin:105,underscor:[105,110],understand:105,unigram:105,uninstal:5,union:106,uniqu:0,unit:105,unless:105,unlik:105,unlimit:105,unnorm:105,unsign:112,unsort:[105,112],up:[0,5,105],updat:[0,3,105],url:0,us:[0,1,2,4,5,6,7,105,107,108,109,110,112,115],usag:105,use_double_scor:[0,105,112],use_hat_loss:105,use_log:105,user:[0,3,4,5,6,105],usr:[105,108],usual:[0,105],util:[7,105,107],utt:105,utter:105,v10:2,v11:2,v12:2,v2:108,v8:2,valid:[5,105],valu:[0,5,110,112,115],value_index:105,value_indexes2:105,valueerror:105,variabl:3,varianc:105,variant:105,vec:105,vector:[1,105,110],verbos:4,veri:[3,105],version:[1,2,5,6,7,105,106,108],via:[105,110],view:[105,108,110],virtual:105,visibl:0,visit:6,visual:[0,105],vocab:105,vocabulari:105,void_typ:108,vs:[3,5,105,108],w:0,wa:[0,4,105,107,108,115],wai:[0,3,105,109],want:[0,2,5,6,105,112],warn:108,warranti:108,wave:105,we:[0,1,2,4,5,6,7,105,108,109,110,112,115],wed_jul_22_19:2,wed_jun__8_16:2,wed_oct_23_19:2,wed_sep_21_10:2,weight:[0,105],weight_pushing_typ:105,weights_a:105,weights_b:105,welch:112,well:[0,1,105,110,112],were:[0,105,115],wfsa:0,wfst:0,wget:[2,3,6],what:[0,3,105,115],wheel:[1,7],when:[0,4,5,105,112],where:[0,4,105,112],wherea:[0,110],whether:[4,105,110,112],which:[0,2,105,107,110,112,115],whichev:105,whl:[6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103],who:5,whole:105,whole_lattice_rescor:105,whose:105,why:[0,105],wiki:[0,105],wikipedia:105,win_amd64:[6,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78],window:[4,5],witch:0,within:105,without:[105,115],won:[0,105],word:[105,108],work:[4,5,105,112],would:[0,4,105,108],wrap:109,write:105,www:108,x64:2,x86_64:[2,4,108,109],x:[2,3,4,5,105],x_:105,xvf:2,xxx:[3,5,105],xxx_filler:105,xz:2,y:[5,105],y_:105,y_t:105,yet:[0,105],yorku:0,you:[0,1,2,3,4,5,6,7,105,107,108,109,110,112],your:[2,3,4,7,105,108],your_github_usernam:4,yourself:105,yyi:105,zero:[0,105]},titles:["Core concepts in k2","k2","CUDA and cuDNN","FAQs","For developers","Install from source","From pre-compiled wheels (recommended)","Installation","torch 1.10.0","torch 1.10.1","torch 1.10.2","torch 1.11.0","torch 1.12.0","torch 1.12.1","torch 1.13.0","torch 1.13.1","torch 1.6.0","torch 1.7.0","torch 1.7.1","torch 1.8.0","torch 1.8.1","torch 1.9.0","torch 1.9.1","torch 2.0.0","torch 2.0.1","torch 2.1.0","torch 2.1.1","torch 2.1.2","torch 2.2.0","torch 2.2.1","torch 2.2.2","Pre-compiled CPU wheels (Linux)","torch 1.10.0","torch 1.10.1","torch 1.10.2","torch 1.11.0","torch 1.12.0","torch 1.12.1","torch 1.13.0","torch 1.13.1","torch 1.6.0","torch 1.7.0","torch 1.7.1","torch 1.8.0","torch 1.8.1","torch 1.9.0","torch 1.9.1","torch 2.0.0","torch 2.0.1","torch 2.1.0","torch 2.1.1","torch 2.1.2","torch 2.2.0","torch 2.2.1","torch 2.2.2","Pre-compiled CPU wheels (macOS)","torch 1.10.0","torch 1.10.1","torch 1.10.2","torch 1.11.0","torch 1.12.0","torch 1.12.1","torch 1.13.0","torch 1.13.1","torch 1.6.0","torch 1.7.0","torch 1.7.1","torch 1.8.0","torch 1.8.1","torch 1.9.0","torch 1.9.1","torch 2.0.0","torch 2.0.1","torch 2.1.0","torch 2.1.1","torch 2.1.2","torch 2.2.0","torch 2.2.1","torch 2.2.2","Pre-compiled CPU wheels (Windows)","torch 1.10.0","torch 1.10.1","torch 1.10.2","torch 1.11.0","torch 1.12.0","torch 1.12.1","torch 1.13.0","torch 1.13.1","torch 1.6.0","torch 1.7.0","torch 1.7.1","torch 1.8.0","torch 1.8.1","torch 1.9.0","torch 1.9.1","torch 2.0.0","torch 2.0.1","torch 2.1.0","torch 2.1.1","torch 2.1.2","torch 2.2.0","torch 2.2.1","torch 2.2.2","torch 2.3.0","Pre-compiled CUDA wheels (Linux)","k2","Python API reference","version","How to debug _k2","_k2","Fsa","Fsa tutorials","Fsa algorithms","Fsa algorithms tutorials","Python tutorials","Basics","Ragged tensor tutorials","Operations"],titleterms:{"0":[2,3,8,11,12,14,16,17,19,21,23,24,25,28,32,35,36,38,40,41,43,45,47,48,49,52,56,59,60,62,64,65,67,69,71,72,73,76,80,83,84,86,88,89,91,93,95,96,97,100,103],"1":[0,2,3,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,24,25,26,27,29,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,48,49,50,51,53,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,72,73,74,75,77,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,96,97,98,99,101],"10":[2,8,9,10,32,33,34,56,57,58,80,81,82],"11":[2,11,35,59,83],"12":[2,12,13,36,37,60,61,84,85],"13":[14,15,38,39,62,63,86,87],"14":3,"2":[0,2,10,23,24,25,26,27,28,29,30,34,47,48,49,50,51,52,53,54,58,71,72,73,74,75,76,77,78,82,95,96,97,98,99,100,101,102,103],"27":3,"3":[2,103],"5":2,"6":[2,3,16,40,64,88],"7":[2,17,18,41,42,65,66,89,90],"8":[2,3,19,20,43,44,67,68,91,92],"9":[21,22,45,46,69,70,93,94],"function":3,"true":112,A:[0,110],For:4,No:3,__eq__:105,__getattr__:105,__getitem__:105,__getstate__:105,__init__:105,__ne__:105,__repr__:105,__setattr__:105,__setstate__:105,__str__:105,_from_dense_fsa_vec:105,_get_arc_post:105,_get_backward_scor:105,_get_entering_arc:105,_get_forward_scor:105,_get_tot_scor:105,_invalidate_cache_:105,_k2:[108,109],_pyruntim:3,add:105,add_epsilon_self_loop:105,advanc:105,against:3,algorithm:[112,113],api:106,arang:105,arc_sort:[105,112],archiv:3,argmax:105,arrai:0,as_dict:105,aten:3,attribut:0,autograd:0,auxiliari:110,basic:115,beam:105,bin:3,bug:108,buggi:108,build:4,c:3,can:3,cannot:3,cat:105,clone:105,closur:105,code:108,com:3,compat:3,compil:[3,6,31,55,79,104],compos:[105,112],compose_arc_map:105,concept:0,connect:[105,112],content:1,convert_attr_to_rag:105,convert_dense_to_fsa_vec:105,core:0,cpu:[6,31,55,79],create_fsa_vec:105,create_ragged_shape2:105,create_ragged_tensor:105,create_spars:105,ctc_graph:105,ctc_loss:105,ctc_topo:105,ctcloss:105,cuda:[2,6,104],cudnn:2,debug:[4,108],decod:105,decoder_history_len:105,decodestateinfo:105,dens:0,densefsavec:105,determin:105,determinizeweightpushingtyp:105,develop:4,devic:[3,105],dim0:105,directori:3,do_rnnt_prun:105,download:3,draw:105,dtype:105,durat:105,environ:2,error:[3,108],exampl:[0,6],expand_ragged_attribut:105,fail:3,fals:112,faq:3,file:3,find:3,format_output:105,forward:105,found:3,fpic:3,from:[5,6],from_fil:105,from_lattic:105,from_openfst:105,from_str:105,fsa:[0,105,110,111,112,113],fsavec:110,get:105,get_arc_post:105,get_aux_label:105,get_backward_scor:105,get_best_matching_stat:105,get_context:105,get_fil:105,get_forward_scor:[105,112],get_lattic:105,get_lay:105,get_rnnt_logprob:105,get_rnnt_logprobs_joint:105,get_rnnt_logprobs_prun:105,get_rnnt_logprobs_smooth:105,get_rnnt_prune_rang:105,get_rnnt_prune_ranges_deprec:105,get_tot_scor:[105,112],github:3,glibc_2:3,grad:105,gz:3,how:108,http:3,id:105,importerror:3,index:105,index_add:105,index_and_sum:105,index_fsa:105,index_select:105,instal:[2,5,6,7],intersect:[105,112],intersect_dens:105,intersect_dense_prun:105,intersect_devic:105,invalid:3,invert:[105,110,112],invert_:105,is_cpu:110,is_cuda:[105,110],is_rand_equival:105,issu:[3,7],joint_mutual_information_recurs:105,k2:[0,1,105],label:110,later:3,ld:3,levenshtein_align:105,levenshtein_graph:105,lib64:3,libm:3,libpython3:3,linear_fsa:105,linear_fsa_with_self_loop:105,linear_fst:105,linear_fst_with_self_loop:105,linux:[6,31,104],list:110,log:[0,108],log_semir:112,logsumexp:105,lpython_librari:3,maco:[3,6,55],make:3,max:105,max_context:105,max_siz:105,max_stat:105,merg:105,min:105,mkl:3,mutual_information_recurs:105,mwer_loss:105,mwerloss:105,name:105,nbest:105,normal:105,notfound:3,num_arc:105,num_ax:105,num_stream:105,numel:105,object:3,one_best_decod:105,onlinedenseintersect:105,open:3,oper:117,pad:105,pre:[6,31,55,79,104],properti:105,properties_str:105,properties_to_str:105,prune_on_arc_post:105,pruned_ranges_to_lattic:105,pybind11:3,pybind:3,python:[106,114],r_x86_64_pc32:3,rag:[0,105,116],raggedshap:105,raggedtensor:105,random_fsa:105,random_fsa_vec:105,random_path:105,random_ragged_shap:105,recommend:6,recompil:3,refer:[0,106],regular_ragged_shap:105,relat:3,releas:4,reloc:3,remove_axi:105,remove_epsilon:105,remove_epsilon_and_add_self_loop:105,remove_epsilon_self_loop:105,remove_values_eq:105,remove_values_leq:105,rename_tensor_attribut:105,replace_fsa:105,report:7,requir:3,requires_grad:105,requires_grad_:105,revers:105,rnnt_loss:105,rnnt_loss_prun:105,rnnt_loss_simpl:105,rnnt_loss_smooth:105,rnntdecodingconfig:105,rnntdecodingstream:105,row_id:105,row_split:105,score:110,semir:0,set:2,set_scores_stochast:105,shape:105,share:3,shortest_path:105,simpl:0,simple_ragged_index_select:105,singl:110,so:3,sort_:105,sourc:5,sum:105,summari:108,swoosh_l:105,swoosh_l_forward:105,swoosh_l_forward_and_deriv:105,swoosh_r:105,swoosh_r_forward:105,swoosh_r_forward_and_deriv:105,symbol:[3,105,110],symbolt:105,tabl:110,tar:3,tensor:116,terminate_and_flush_to_stream:105,to_dot:105,to_fil:105,to_str:105,to_str_simpl:105,to_tensor:105,tolist:105,top_k:105,top_sort:105,torch:[8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103],tot_siz:105,total_scor:105,trivial_graph:105,tropic:0,tutori:[111,113,114,116],union:105,uniqu:105,us:3,usr:3,v2:3,valu:105,variabl:2,vector:0,version:[3,4,107],visual:110,vocab_s:105,wai:108,wheel:[6,31,55,79,104],when:3,window:[6,79]}})
\ No newline at end of file