Release 18.03

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+#TensorFlow operators that the Arm NN SDK supports 
+
+This reference guide provides a list of TensorFlow operators the Arm NN SDK currently supports. 
+
+The Arm NN SDK TensorFlow parser currently only supports fp32 operators. 
+
+These are the TensorFlow operators that the Arm NN SDK currently supports:    
+
+**avg_pool** 
+
+See the TensorFlow [avg_pool documentation](https://www.tensorflow.org/api_docs/python/tf/nn/avg_pool) for more information. 
+
+**bias_add**
+
+ See the TensorFlow [bias_add documentation](https://www.tensorflow.org/api_docs/python/tf/nn/bias_add) for more information. 
+
+**conv2d** 
+
+ See the TensorFlow [conv2d documentation](https://www.tensorflow.org/api_docs/python/tf/nn/conv2d) for more information. 
+
+**identity** 
+
+See the TensorFlow [identity documentation](https://www.tensorflow.org/api_docs/python/tf/identity) for more information. 
+
+**local_response_normalization** 
+
+See the TensorFlow [local_response_normalization documentation](https://www.tensorflow.org/api_docs/python/tf/nn/local_response_normalization)  for more information. 
+
+**max_pool**  
+
+See the TensorFlow [max_pool documentation](https://www.tensorflow.org/api_docs/python/tf/nn/max_pool) for more information. 
+
+**relu** 
+
+ See the TensorFlow [relu documentation](https://www.tensorflow.org/api_docs/python/tf/nn/relu) for more information. 
+
+**relu6** 
+
+ See the TensorFlow [relu6 documentation](https://www.tensorflow.org/api_docs/python/tf/nn/relu6) for more information. 
+
+**shape** 
+
+ See the TensorFlow [shape documentation](https://www.tensorflow.org/api_docs/python/tf/shape) for more information.  
+
+**sigmoid** 
+
+ See the TensorFlow [sigmoid documentation](https://www.tensorflow.org/api_docs/python/tf/sigmoid) for more information. 
+
+**softplus** 
+
+See the TensorFlow [softplus documentation](https://www.tensorflow.org/api_docs/python/tf/nn/softplus) for more information. 
+
+**squeeze** 
+
+See the TensorFlow [squeeze documentation](https://www.tensorflow.org/api_docs/python/tf/squeeze) for more information. 
+
+**tanh** 
+
+See the TensorFlow [tanh documentation](https://www.tensorflow.org/api_docs/python/tf/tanh) for more information. 
+
+The Arm NN SDK TensorFlow parser currently partially supports: 
+
+**add** 
+
+The parser does not support all forms of [broadcast composition](https://www.tensorflow.org/performance/xla/broadcasting), only broadcasting of scalars and 1D tensors. See the TensorFlow [add operator documentation](https://www.tensorflow.org/api_docs/python/tf/add) for more information. 
+
+**depthwise_conv2D_native** 
+
+The parser only supports a dilation rate of (1,1,1,1). See the TensorFlow [depthwise_conv2d_native documentation](https://www.tensorflow.org/api_docs/python/tf/nn/depthwise_conv2d_native) for more information. 
+
+**fused_batch_norm** 
+
+The parser does not support training outputs. See the TensorFlow [fused_batch_norm documentation](https://www.tensorflow.org/api_docs/python/tf/nn/fused_batch_norm) for more information. 
+
+**matmul** 
+
+The parser only supports constant weights in a fully connected layer. See the TensorFlow [matmul documentation](https://www.tensorflow.org/api_docs/python/tf/matmul) for more information.  
+
+**multiply** 
+
+The parser does not support all forms of [broadcast composition](https://www.tensorflow.org/performance/xla/broadcasting), only broadcasting of scalars and 1D tensors. See the TensorFlow [multiply documentation](https://www.tensorflow.org/api_docs/python/tf/multiply) for more information. No broadcasting supported on the NEON backend.
+
+**placeholder** 
+
+ The parser only supports the NHWC data format in the input layer. See the TensorFlow [placeholder documentation](https://www.tensorflow.org/api_docs/python/tf/placeholder) for more information. 
+
+**reshape** 
+
+The parser does not support reshaping to or from 4D. See the TensorFlow [reshape documentation](https://www.tensorflow.org/api_docs/python/tf/reshape) for more information. 
+
+**resize_images** 
+
+The parser only supports `ResizeMethod.BILINEAR`. See the TensorFlow [resize_images documentation](https://www.tensorflow.org/api_docs/python/tf/image/resize_images) for more information. 
+ 
+**softmax** 
+
+The parser only supports 2D inputs and does not support selecting the `softmax` dimension. See the TensorFlow [softmax documentation](https://www.tensorflow.org/api_docs/python/tf/nn/softmax) for more information. 
+
+ 
+
+Arm tests these operators with the following TensorFlow fp32 neural networks:  
+
+* Cifar10. 
+
+* Lenet. 
+
+* mobilenet_v1_1.0_224. The Arm NN SDK only supports the non*_quant version of the network. See the [MobileNet_v1 documentation](https://github.com/tensorflow/models/blob/master/research/slim/nets/mobilenet_v1.md) for more information on _quant networks. 
+
+* inception_v3. The Arm NN SDK only supports the official inception_v3 transformed model using the GPU acceleration only, but NEON acceleration is not supported at the moment. See the TensorFlow documentation on [preparing models for mobile deployment](https://www.tensorflow.org/mobile/prepare_models) for more information on how to transform the inception_v3 network.
+
+More machine learning operators will be supported in future releases.