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Merge pull request ARM-software#33 from ARM-software/idan-arm-patch-1
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Idan arm patch 1
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@idan-arm
idan-arm authored Oct 17, 2021
2 parents a07e60c + 4d9869d commit 1204800
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72 changes: 36 additions & 36 deletions README.md
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<th width="250">Network</th>
<th width="100">Type</th>
<th width="160">Framework</th>
<th width="90">Cortex-A</th>
<th width="90">Cortex-M</th>
<th width="90">Mali GPU</th>
<th width="90">Ethos U</th>
<th width="120">Cortex-A</th>
<th width="120">Cortex-M</th>
<th width="120">Mali GPU</th>
<th width="120">Ethos U</th>
<th width="90">Score (AUC)</th>
</tr>
<tr>
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<th width="250">Network</th>
<th width="100">Type</th>
<th width="160">Framework</th>
<th width="90">Cortex-A</th>
<th width="90">Cortex-M</th>
<th width="90">Mali GPU</th>
<th width="90">Ethos U</th>
<th width="120">Cortex-A</th>
<th width="120">Cortex-M</th>
<th width="120">Mali GPU</th>
<th width="120">Ethos U</th>
<th width="90">Score (Top 1 Accuracy)</th>
</tr>
<tr>
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<th width="250">Network</th>
<th width="100">Type</th>
<th width="160">Framework</th>
<th width="90">Cortex-A</th>
<th width="90">Cortex-M</th>
<th width="90">Mali GPU</th>
<th width="90">Ethos U</th>
<th width="120">Cortex-A</th>
<th width="120">Cortex-M</th>
<th width="120">Mali GPU</th>
<th width="120">Ethos U</th>
<th width="90">Score (Accuracy)</th>
</tr>
<tr>
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<td><a href="models/keyword_spotting/ds_cnn_large/tflite_int8">DS-CNN Large INT8 *</a></td>
<td align="center">INT8</td>
<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_multiplication_x: </td>
<td align="center">:heavy_check_mark: HERO</td>
<td align="center">:heavy_check_mark: </td>
<td align="center">:heavy_check_mark: </td>
<td align="center">0.946</td>
</tr>
<tr>
<td><a href="models/keyword_spotting/ds_cnn_medium/tflite_int8">DS-CNN Medium INT8 *</a></td>
<td align="center">INT8</td>
<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark: </td>
<td align="center">:heavy_check_mark: HERO</td>
<td align="center">:heavy_check_mark: </td>
<td align="center">:heavy_check_mark: </td>
<td align="center">0.934</td>
</tr>
<tr>
<td><a href="models/keyword_spotting/ds_cnn_small/tflite_int8">DS-CNN Small INT8 *</a></td>
<td align="center">INT8</td>
<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark: </td>
<td align="center">:heavy_check_mark: HERO</td>
<td align="center">:heavy_check_mark: </td>
<td align="center">:heavy_check_mark: </td>
<td align="center">0.934</td>
</tr>
<tr>
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<th width="250">Network</th>
<th width="100">Type</th>
<th width="160">Framework</th>
<th width="90">Cortex-A</th>
<th width="90">Cortex-M</th>
<th width="90">Mali GPU</th>
<th width="90">Ethos U</th>
<th width="120">Cortex-A</th>
<th width="120">Cortex-M</th>
<th width="120">Mali GPU</th>
<th width="120">Ethos U</th>
<th width="90">Score (mAP)</th>
</tr>
<tr>
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<th width="250">Network</th>
<th width="100">Type</th>
<th width="160">Framework</th>
<th width="90">Cortex-A</th>
<th width="90">Cortex-M</th>
<th width="90">Mali GPU</th>
<th width="90">Ethos U</th>
<th width="120">Cortex-A</th>
<th width="120">Cortex-M</th>
<th width="120">Mali GPU</th>
<th width="120">Ethos U</th>
<th width="90">Score (LER)</th>
</tr>
<tr>
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<th width="250">Network</th>
<th width="100">Type</th>
<th width="160">Framework</th>
<th width="90">Cortex-A</th>
<th width="90">Cortex-M</th>
<th width="90">Mali GPU</th>
<th width="90">Ethos U</th>
<th width="120">Cortex-A</th>
<th width="120">Cortex-M</th>
<th width="120">Mali GPU</th>
<th width="120">Ethos U</th>
<th width="90">Score (Accuracy)</th>
</tr>
<tr>
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8 changes: 4 additions & 4 deletions models/keyword_spotting/ds_cnn_large/tflite_int8/README.md
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## Performance
| Platform | Optimized |
|----------|:---------:|
| Cortex-A |:heavy_multiplication_x: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |
| Cortex-A |:heavy_multiplication_x: |
| Cortex-M |:heavy_check_mark: HERO |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
* :heavy_check_mark: - Will run on this platform.
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8 changes: 4 additions & 4 deletions models/keyword_spotting/ds_cnn_medium/tflite_int8/README.md
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Expand Up @@ -32,10 +32,10 @@ Dataset: Google Speech Commands Test Set
## Performance
| Platform | Optimized |
|----------|:---------:|
| Cortex-A |:heavy_check_mark: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |
| Cortex-A |:heavy_check_mark: |
| Cortex-M |:heavy_check_mark: HERO |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
* :heavy_check_mark: - Will run on this platform.
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8 changes: 4 additions & 4 deletions models/keyword_spotting/ds_cnn_small/tflite_int8/README.md
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Expand Up @@ -32,10 +32,10 @@ Dataset: Google Speech Commands Test Set
## Performance
| Platform | Optimized |
|----------|:---------:|
| Cortex-A |:heavy_check_mark: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |
| Cortex-A |:heavy_check_mark: |
| Cortex-M |:heavy_check_mark: HERO |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
* :heavy_check_mark: - Will run on this platform.
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