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LiTingyu1997 committed Nov 8, 2024
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12 changes: 6 additions & 6 deletions examples/conformer/readme.md
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Expand Up @@ -113,12 +113,12 @@ python predict.py --config_path ./conformer.yaml --decode_mode attention_rescori
```


## Model Performance
## Performance

Experiments are tested on ascend 910* with mindspore 2.3.1 graph mode:

| model name| cars | batch type | jit level | s/step | recipe | weight | decoding mode | cer |
|:---------:|:----:|:----------:|:---------:|:------:|:------:|:------:|:---------------------:|:----:|
| conformer | 8 | bucket | O0 | 0.72 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |ctc greedy search | 5.62 |
| conformer | 8 | bucket | O0 | 0.72 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |ctc prefix beam search | 5.62 |
| conformer | 8 | bucket | O0 | 0.72 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |attention rescoring | 5.12 |
| model name| decoding method | cards | batch size | jit level | graph compile | ms/step | cer | recipe | weight |
|:---------:|:---------------------:|:-----:|:----------:|:---------:|:-------------:|:-------:|:---:|:------:|:-----:|
| conformer |ctc greedy search | 8 | bucket | O0 | 103s | 727.5 | 5.62 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |
| conformer |ctc prefix beam search | 8 | bucket | O0 | 103s | 727.5 | 5.62 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |
| conformer |attention rescoring | 8 | bucket | O0 | 103s | 727.5 | 5.12 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |
10 changes: 5 additions & 5 deletions examples/conformer/readme_cn.md
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Expand Up @@ -115,8 +115,8 @@ python predict.py --config_path ./conformer.yaml --decode_mode attention_rescori

在 ascend 910* mindspore2.3.1图模式上的测试性能:

| model name| cars | batch type | jit level | s/step | recipe | weight | decoding mode | cer |
|:---------:|:----:|:----------:|:---------:|:------:|:------:|:------:|:---------------------:|:----:|
| conformer | 8 | bucket | O0 | 0.72 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |ctc greedy search | 5.62 |
| conformer | 8 | bucket | O0 | 0.72 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |ctc prefix beam search | 5.62 |
| conformer | 8 | bucket | O0 | 0.72 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |attention rescoring | 5.12 |
| model name| decoding method | cards | batch size | jit level | graph compile | ms/step | cer | recipe | weight |
|:---------:|:---------------------:|:-----:|:----------:|:---------:|:-------------:|:-------:|:---:|:------:|:-----:|
| conformer |ctc greedy search | 8 | bucket | O0 | 103s | 727.5 | 5.62 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |
| conformer |ctc prefix beam search | 8 | bucket | O0 | 103s | 727.5 | 5.62 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |
| conformer |attention rescoring | 8 | bucket | O0 | 103s | 727.5 | 5.12 |[conformer.yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/conformer/conformer.yaml) |[weights](https://download-mindspore.osinfra.cn/toolkits/mindaudio/conformer/conformer_avg_30-692d57b3-910v2.ckpt) |
6 changes: 3 additions & 3 deletions examples/deepspeech2/readme.md
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Expand Up @@ -104,6 +104,6 @@ python eval.py -c "./deepspeech2.yaml"

Experiments are tested on ascend 910* with mindspore 2.3.1 graph mode:

| model name | cards | batch size | jit level | s/step | recipe | weight | test clean cer | test clean wer |
|:----------:|:-----:|:----------:|:---------:|:------:|:------:|:------:|:--------------:|:--------------:|
| deepspeech2| 8 | 64 | O0 | 2.82 | [yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/deepspeech2/deepspeech2.yaml) | [weights](https://download.mindspore.cn/toolkits/mindaudio/deepspeech2/deepspeech2.ckpt)| 3.461 | 10.24 |
| model name | cards | batch size | jit level | graph compile | ms/step | test clean cer | test clean wer | recipe | weight |
|:----------:|:-----:|:----------:|:---------:|:-------------:|:-------:|:--------------:|:--------:|:-------|:------:|
| deepspeech2| 8 | 64 | O0 | 404s | 9078 | 3.461 | 10.24 |[yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/deepspeech2/deepspeech2.yaml) | [weights](https://download.mindspore.cn/toolkits/mindaudio/deepspeech2/deepspeech2.ckpt)|
6 changes: 3 additions & 3 deletions examples/deepspeech2/readme_cn.md
Original file line number Diff line number Diff line change
Expand Up @@ -113,6 +113,6 @@ python eval.py -c "./deepspeech2.yaml"

在 ascend 910* mindspore2.3.1图模式上的测试性能:

| model name | cards | batch size | jit level | s/step | recipe | weight | test clean cer | test clean wer |
|:----------:|:-----:|:----------:|:---------:|:------:|:------:|:------:|:--------------:|:--------------:|
| deepspeech2| 8 | 64 | O0 | 2.82 | [yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/deepspeech2/deepspeech2.yaml) | [weights](https://download.mindspore.cn/toolkits/mindaudio/deepspeech2/deepspeech2.ckpt)| 3.461 | 10.24 |
| model name | cards | batch size | jit level | graph compile | ms/step | test clean cer | test clean wer | recipe | weight |
|:----------:|:-----:|:----------:|:---------:|:-------------:|:-------:|:--------------:|:--------:|:-------|:------:|
| deepspeech2| 8 | 64 | O0 | 404s | 9078 | 3.461 | 10.24 |[yaml](https://github.com/mindspore-lab/mindaudio/blob/main/examples/deepspeech2/deepspeech2.yaml) | [weights](https://download.mindspore.cn/toolkits/mindaudio/deepspeech2/deepspeech2.ckpt)|

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