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| <div class="title">TensorFlow Lite operators that the Arm NN SDK supports </div> </div> |
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| <div class="textblock"><p>This reference guide provides a list of TensorFlow Lite operators the Arm NN SDK currently supports.</p> |
| <h2>Fully supported</h2> |
| <p>The Arm NN SDK TensorFlow Lite parser currently supports the following operators:</p> |
| <ul> |
| <li>ADD</li> |
| <li>AVERAGE_POOL_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li> |
| <li>BATCH_TO_SPACE</li> |
| <li>CONCATENATION, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li> |
| <li>CONV_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li> |
| <li>DEPTHWISE_CONV_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li> |
| <li>DEQUANTIZE</li> |
| <li>FULLY_CONNECTED, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li> |
| <li>LOGISTIC</li> |
| <li>L2_NORMALIZATION</li> |
| <li>MAX_POOL_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE</li> |
| <li>MAXIMUM</li> |
| <li>MEAN</li> |
| <li>MINIMUM</li> |
| <li>MUL</li> |
| <li>PACK</li> |
| <li>PAD</li> |
| <li>QUANTIZE</li> |
| <li>RELU</li> |
| <li>RELU6</li> |
| <li>RESHAPE</li> |
| <li>RESIZE_BILINEAR</li> |
| <li>RESIZE_NEAREST_NEIGHBOR</li> |
| <li>SLICE</li> |
| <li>SOFTMAX</li> |
| <li>SPACE_TO_BATCH</li> |
| <li>SPLIT</li> |
| <li>SQUEEZE</li> |
| <li>STRIDED_SLICE</li> |
| <li>SUB</li> |
| <li>TANH</li> |
| <li>TRANSPOSE</li> |
| <li>TRANSPOSE_CONV</li> |
| <li>UNPACK</li> |
| </ul> |
| <h2>Custom Operator</h2> |
| <ul> |
| <li>TFLite_Detection_PostProcess</li> |
| </ul> |
| <h2>Tested networks</h2> |
| <p>Arm tested these operators with the following TensorFlow Lite neural network:</p> |
| <ul> |
| <li><a href="http://download.tensorflow.org/models/mobilenet_v1_2018_02_22/mobilenet_v1_1.0_224_quant.tgz">Quantized MobileNet</a></li> |
| <li><a href="http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_quantized_300x300_coco14_sync_2018_07_18.tar.gz">Quantized SSD MobileNet</a></li> |
| <li>DeepSpeech v1 converted from <a href="https://github.com/mozilla/DeepSpeech/releases/tag/v0.4.1">TensorFlow model</a></li> |
| <li>DeepSpeaker</li> |
| </ul> |
| <p>More machine learning operators will be supported in future releases. </p> |
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