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CUDA-Warp RNN-Transducer

Results 18 warp-rnnt issues
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ERROR: Command errored out with exit status 1: cwd: /tmp/yangweiming/pip-install-bih20nfz/warp-rnnt_c2a512c1bf8a43c29d5d5a5f050bd56f/ Complete output (6 lines): Traceback (most recent call last): File "", line 1, in File "/tmp/yangweiming/pip-install-bih20nfz/warp-rnnt_c2a512c1bf8a43c29d5d5a5f050bd56f/setup.py", line 48, in raise...

I am try to use this implementation with apex half precision training, but it can't. showing that it need float rather that half: ______________ File "/data/asr_v3/src/model/transformer_transducer/lightning_model.py", line 41, in training_step...

enhancement

It appears since PyTorch 1.11, TH/THC include files have been removed. `warp_rnnt` wasn't the only one affected. Other repos relying on these include files were as well (see https://github.com/open-mmlab/mmdetection3d/issues/1332). Python...

D:\Anaconda3\envs\conformer\lib\site-packages\torch\include\ATen/core/DeprecatedTypeProperties.h(95): error C2664: 'caffe2::TypeMeta c10::TensorOptions::dtype(void) noexcept const': cannot convert argument 1 from 'caffe2::TypeMeta' to 'c10::optional' D:\Anaconda3\envs\conformer\lib\site-packages\torch\include\ATen/core/DeprecatedTypeProperties.h(95): note: No user-defined-conversion operator available that can perform this conversion, or the operator cannot...

In current implementation, the warps along T axis are computed in fully serialized manner https://github.com/1ytic/warp-rnnt/blob/edd5857cd9abf29f12ab3fbc153f78f21191d80b/core.cu#L112-L134 The for loop of each warp is executed one-by-one, which means the ith warp at...

enhancement

 pip install warp_rnnt Collecting warp_rnnt Using cached warp_rnnt-0.6.0.tar.gz (10 kB) Preparing metadata (setup.py) ... error error: subprocess-exited-with-error × python setup.py egg_info did not run successfully. │ exit code: 1...

As the environment I am using has to be created at a time where a GPU is not available, and warp-rnnt does not allow installation without a GPU, I decided...