We can see from the logs that the exported model is saved to the file tdnn/exp/pretrained.pt.
To give you an idea of what tdnn/exp/pretrained.pt contains, we can use the following command:
>>> import torch
->>> m = torch.load("tdnn/exp/pretrained.pt")
+>>> m = torch.load("tdnn/exp/pretrained.pt", weights_only=False)
>>> list(m.keys())
['model']
>>> list(m["model"].keys())
diff --git a/searchindex.js b/searchindex.js
index b95a7ae67..774866392 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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\ No newline at end of file
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"training"], [40, "training"], [41, "training"], [43, "training"], [44, "training"], [46, "training"], [47, "training"], [48, "training"], [49, "training"], [51, "training"], [52, "training"], [54, "training"], [60, "training"], [61, "training"], [62, "training"], [64, "training"], [65, "training"]], "Decoding": [[2, "decoding"], [9, "decoding"], [12, "decoding"], [25, "decoding"], [35, "decoding"], [38, "decoding"], [40, "decoding"], [41, "decoding"], [43, "decoding"], [44, "decoding"], [46, "decoding"], [47, "decoding"], [48, "decoding"], [49, "decoding"], [51, "decoding"], [52, "decoding"], [54, "decoding"], [60, "decoding"], [61, "decoding"], [62, "decoding"]], "Pre-trained model": [[2, "pre-trained-model"]], "Contributing": [[3, "contributing"]], "LODR for RNN Transducer": [[4, "lodr-for-rnn-transducer"]], "WER of LODR with different beam sizes": [[4, "id1"]], "Decoding with language models": [[5, "decoding-with-language-models"]], "LM rescoring for Transducer": [[6, "lm-rescoring-for-transducer"]], "WERs of LM rescoring with different beam sizes": [[6, "id1"]], "WERs of LM rescoring + LODR with different beam sizes": [[6, "id2"]], "LM-rescoring-based methods vs shallow-fusion-based methods (The numbers in each field is WER on test-clean, WER on test-other and decoding time on test-clean)": [[6, "id3"]], "Shallow fusion for Transducer": [[7, "shallow-fusion-for-transducer"]], "WERs and decoding time (on test-clean) of shallow fusion with different beam sizes": [[7, "id2"]], "Docker": [[8, "docker"]], "Introduction": [[9, "introduction"], [58, "introduction"]], "View available tags": [[9, "view-available-tags"]], "CUDA-enabled docker images": [[9, "cuda-enabled-docker-images"]], "CPU-only docker images": [[9, "cpu-only-docker-images"]], "Download a docker image (CUDA)": [[9, "download-a-docker-image-cuda"]], "Download a docker image (CPU)": [[9, "download-a-docker-image-cpu"]], "Run a docker image with GPU": [[9, "run-a-docker-image-with-gpu"]], "Run a docker image with CPU": [[9, "run-a-docker-image-with-cpu"]], "Run yesno within a docker container": [[9, "run-yesno-within-a-docker-container"]], "Update the code": [[9, "update-the-code"]], "Data preparation": [[9, "data-preparation"], [25, "data-preparation"], [35, "data-preparation"], [36, "data-preparation"], [38, "data-preparation"], [41, "data-preparation"], [43, "data-preparation"], [44, "data-preparation"], [46, "data-preparation"], [47, "data-preparation"], [48, "data-preparation"], [49, "data-preparation"], [51, "data-preparation"], [52, "data-preparation"], [54, "data-preparation"], [60, "data-preparation"], [61, "data-preparation"], [62, "data-preparation"], [64, "data-preparation"], [65, "data-preparation"]], "Frequently Asked Questions (FAQs)": [[10, "frequently-asked-questions-faqs"]], "OSError: libtorch_hip.so: cannot open shared object file: no such file or directory": [[10, "oserror-libtorch-hip-so-cannot-open-shared-object-file-no-such-file-or-directory"]], "AttributeError: module \u2018distutils\u2019 has no attribute \u2018version\u2019": [[10, "attributeerror-module-distutils-has-no-attribute-version"]], "ImportError: libpython3.10.so.1.0: cannot open shared object file: No such file or directory": [[10, "importerror-libpython3-10-so-1-0-cannot-open-shared-object-file-no-such-file-or-directory"]], "For the more curious": [[11, "for-the-more-curious"], [12, "for-the-more-curious"], [13, "for-the-more-curious"], [15, "for-the-more-curious"], [16, "for-the-more-curious"]], "A quick look to the generated files": [[11, "a-quick-look-to-the-generated-files"]], "download": [[11, "download"]], "data": [[11, "data"]], "Environment setup": [[13, "environment-setup"]], "Create a virtual environment": [[13, "create-a-virtual-environment"]], "Install dependencies": [[13, "install-dependencies"]], "Install icefall": [[13, "install-icefall"]], "Icefall for dummies tutorial": [[14, "icefall-for-dummies-tutorial"]], "Model Export": [[15, "model-export"]], "Export the model parameters via model.state_dict()": [[15, "export-the-model-parameters-via-model-state-dict"]], "Export via torch.jit.script()": [[15, "export-via-torch-jit-script"]], "Export via torch.onnx.export()": [[15, "export-via-torch-onnx-export"]], "Two approaches": [[17, "two-approaches"]], "Differences between the two approaches": [[17, "differences-between-the-two-approaches"]], "FST-based forced alignment": [[18, "fst-based-forced-alignment"]], "Contents:": [[18, null], [24, null]], "k2-based forced alignment": [[19, "k2-based-forced-alignment"]], "Kaldi-based forced alignment": [[20, "kaldi-based-forced-alignment"]], "Prepare the environment": [[20, "prepare-the-environment"]], "Get the test data": [[20, "get-the-test-data"]], "Compute log_probs": [[20, "compute-log-probs"]], "Create token2id and id2token": [[20, "create-token2id-and-id2token"]], "Create word2id and id2word": [[20, "create-word2id-and-id2word"]], "Generate lexicon-related files": [[20, 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Download the pre-trained model": [[28, "download-the-pre-trained-model"], [29, "download-the-pre-trained-model"], [30, "download-the-pre-trained-model"]], "2. Install ncnn and pnnx": [[28, "install-ncnn-and-pnnx"], [29, "install-ncnn-and-pnnx"], [30, "install-ncnn-and-pnnx"]], "3. Export the model via torch.jit.trace()": [[28, "export-the-model-via-torch-jit-trace"], [29, "export-the-model-via-torch-jit-trace"], [30, "export-the-model-via-torch-jit-trace"]], "4. Export torchscript model via pnnx": [[28, "export-torchscript-model-via-pnnx"], [29, "export-torchscript-model-via-pnnx"], [30, "export-torchscript-model-via-pnnx"]], "5. Test the exported models in icefall": [[28, "test-the-exported-models-in-icefall"], [29, "test-the-exported-models-in-icefall"], [30, "test-the-exported-models-in-icefall"]], "6. 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