forked from facebookresearch/fairseq
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Add ONNX support for Zipformer and ConvEmformer (facebookresearch#884)
- Loading branch information
1 parent
af735eb
commit 2b99563
Showing
39 changed files
with
3,803 additions
and
1,603 deletions.
There are no files selected for viewing
79 changes: 0 additions & 79 deletions
79
.github/scripts/run-librispeech-conv-emformer-transducer-stateless2-2022-12-05.sh
This file was deleted.
Oops, something went wrong.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,133 @@ | ||
| #!/usr/bin/env bash | ||
|
|
||
| set -e | ||
|
|
||
| log() { | ||
| # This function is from espnet | ||
| local fname=${BASH_SOURCE[1]##*/} | ||
| echo -e "$(date '+%Y-%m-%d %H:%M:%S') (${fname}:${BASH_LINENO[0]}:${FUNCNAME[1]}) $*" | ||
| } | ||
|
|
||
| cd egs/librispeech/ASR | ||
|
|
||
| log "Install ncnn and pnnx" | ||
|
|
||
| # We are using a modified ncnn here. Will try to merge it to the official repo | ||
| # of ncnn | ||
| git clone https://github.com/csukuangfj/ncnn | ||
| pushd ncnn | ||
| git submodule init | ||
| git submodule update python/pybind11 | ||
| python3 setup.py bdist_wheel | ||
| ls -lh dist/ | ||
| pip install dist/*.whl | ||
| cd tools/pnnx | ||
| mkdir build | ||
| cd build | ||
|
|
||
| echo "which python3" | ||
|
|
||
| which python3 | ||
| #/opt/hostedtoolcache/Python/3.8.16/x64/bin/python3 | ||
|
|
||
| cmake -D Python3_EXECUTABLE=$(which python3) .. | ||
| make -j4 pnnx | ||
|
|
||
| ./src/pnnx || echo "pass" | ||
|
|
||
| popd | ||
|
|
||
| log "==========================================================================" | ||
| repo_url=https://huggingface.co/Zengwei/icefall-asr-librispeech-conv-emformer-transducer-stateless2-2022-07-05 | ||
| GIT_LFS_SKIP_SMUDGE=1 git clone $repo_url | ||
| repo=$(basename $repo_url) | ||
|
|
||
| pushd $repo | ||
| git lfs pull --include "data/lang_bpe_500/bpe.model" | ||
| git lfs pull --include "exp/pretrained-epoch-30-avg-10-averaged.pt" | ||
|
|
||
| cd exp | ||
| ln -s pretrained-epoch-30-avg-10-averaged.pt epoch-99.pt | ||
| popd | ||
|
|
||
| log "Export via torch.jit.trace()" | ||
|
|
||
| ./conv_emformer_transducer_stateless2/export-for-ncnn.py \ | ||
| --exp-dir $repo/exp \ | ||
| --bpe-model $repo/data/lang_bpe_500/bpe.model \ | ||
| --epoch 99 \ | ||
| --avg 1 \ | ||
| --use-averaged-model 0 \ | ||
| \ | ||
| --num-encoder-layers 12 \ | ||
| --chunk-length 32 \ | ||
| --cnn-module-kernel 31 \ | ||
| --left-context-length 32 \ | ||
| --right-context-length 8 \ | ||
| --memory-size 32 | ||
|
|
||
| ./ncnn/tools/pnnx/build/src/pnnx $repo/exp/encoder_jit_trace-pnnx.pt | ||
| ./ncnn/tools/pnnx/build/src/pnnx $repo/exp/decoder_jit_trace-pnnx.pt | ||
| ./ncnn/tools/pnnx/build/src/pnnx $repo/exp/joiner_jit_trace-pnnx.pt | ||
|
|
||
| python3 ./conv_emformer_transducer_stateless2/streaming-ncnn-decode.py \ | ||
| --tokens $repo/data/lang_bpe_500/tokens.txt \ | ||
| --encoder-param-filename $repo/exp/encoder_jit_trace-pnnx.ncnn.param \ | ||
| --encoder-bin-filename $repo/exp/encoder_jit_trace-pnnx.ncnn.bin \ | ||
| --decoder-param-filename $repo/exp/decoder_jit_trace-pnnx.ncnn.param \ | ||
| --decoder-bin-filename $repo/exp/decoder_jit_trace-pnnx.ncnn.bin \ | ||
| --joiner-param-filename $repo/exp/joiner_jit_trace-pnnx.ncnn.param \ | ||
| --joiner-bin-filename $repo/exp/joiner_jit_trace-pnnx.ncnn.bin \ | ||
| $repo/test_wavs/1089-134686-0001.wav | ||
|
|
||
| rm -rf $repo | ||
| log "--------------------------------------------------------------------------" | ||
|
|
||
| log "==========================================================================" | ||
| repo_url=https://huggingface.co/csukuangfj/icefall-asr-librispeech-lstm-transducer-stateless2-2022-09-03 | ||
| GIT_LFS_SKIP_SMUDGE=1 git clone $repo_url | ||
| repo=$(basename $repo_url) | ||
|
|
||
| pushd $repo | ||
| git lfs pull --include "data/lang_bpe_500/bpe.model" | ||
| git lfs pull --include "exp/pretrained-iter-468000-avg-16.pt" | ||
|
|
||
| cd exp | ||
| ln -s pretrained-iter-468000-avg-16.pt epoch-99.pt | ||
| popd | ||
|
|
||
| log "Export via torch.jit.trace()" | ||
|
|
||
| ./lstm_transducer_stateless2/export-for-ncnn.py \ | ||
| --exp-dir $repo/exp \ | ||
| --bpe-model $repo/data/lang_bpe_500/bpe.model \ | ||
| --epoch 99 \ | ||
| --avg 1 \ | ||
| --use-averaged-model 0 | ||
|
|
||
| ./ncnn/tools/pnnx/build/src/pnnx $repo/exp/encoder_jit_trace-pnnx.pt | ||
| ./ncnn/tools/pnnx/build/src/pnnx $repo/exp/decoder_jit_trace-pnnx.pt | ||
| ./ncnn/tools/pnnx/build/src/pnnx $repo/exp/joiner_jit_trace-pnnx.pt | ||
|
|
||
| python3 ./lstm_transducer_stateless2/streaming-ncnn-decode.py \ | ||
| --tokens $repo/data/lang_bpe_500/tokens.txt \ | ||
| --encoder-param-filename $repo/exp/encoder_jit_trace-pnnx.ncnn.param \ | ||
| --encoder-bin-filename $repo/exp/encoder_jit_trace-pnnx.ncnn.bin \ | ||
| --decoder-param-filename $repo/exp/decoder_jit_trace-pnnx.ncnn.param \ | ||
| --decoder-bin-filename $repo/exp/decoder_jit_trace-pnnx.ncnn.bin \ | ||
| --joiner-param-filename $repo/exp/joiner_jit_trace-pnnx.ncnn.param \ | ||
| --joiner-bin-filename $repo/exp/joiner_jit_trace-pnnx.ncnn.bin \ | ||
| $repo/test_wavs/1089-134686-0001.wav | ||
|
|
||
| python3 ./lstm_transducer_stateless2/ncnn-decode.py \ | ||
| --tokens $repo/data/lang_bpe_500/tokens.txt \ | ||
| --encoder-param-filename $repo/exp/encoder_jit_trace-pnnx.ncnn.param \ | ||
| --encoder-bin-filename $repo/exp/encoder_jit_trace-pnnx.ncnn.bin \ | ||
| --decoder-param-filename $repo/exp/decoder_jit_trace-pnnx.ncnn.param \ | ||
| --decoder-bin-filename $repo/exp/decoder_jit_trace-pnnx.ncnn.bin \ | ||
| --joiner-param-filename $repo/exp/joiner_jit_trace-pnnx.ncnn.param \ | ||
| --joiner-bin-filename $repo/exp/joiner_jit_trace-pnnx.ncnn.bin \ | ||
| $repo/test_wavs/1089-134686-0001.wav | ||
|
|
||
| rm -rf $repo | ||
| log "--------------------------------------------------------------------------" |
Oops, something went wrong.