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Diffstat (limited to 'delegate')
-rw-r--r-- | delegate/README.md | 7 | ||||
-rw-r--r-- | delegate/TensorFlowLiteDelegateSupport.md | 85 |
2 files changed, 92 insertions, 0 deletions
diff --git a/delegate/README.md b/delegate/README.md new file mode 100644 index 0000000000..7430f19c00 --- /dev/null +++ b/delegate/README.md @@ -0,0 +1,7 @@ +# The Arm NN TensorFlow Lite delegate + +'armnnDelegate' is a library for accelerating certain TensorFlow Lite operators on Arm hardware by providing +the TensorFlow Lite interpreter with an alternative implementation of the operators via its delegation mechanism. + +For more information about the TensorFlow Lite operators that are supported, +see [TensorFlowLiteDelegateSupport.md](./TensorFlowLiteDelegateSupport.md). diff --git a/delegate/TensorFlowLiteDelegateSupport.md b/delegate/TensorFlowLiteDelegateSupport.md new file mode 100644 index 0000000000..b1b39f616b --- /dev/null +++ b/delegate/TensorFlowLiteDelegateSupport.md @@ -0,0 +1,85 @@ +# TensorFlow Lite operators that the Arm NN TensorFlow Lite Delegate supports + +This reference guide provides a list of TensorFlow Lite operators the Arm NN SDK currently supports. + +## Fully supported + +The Arm NN SDK TensorFlow Lite delegate currently supports the following operators: + +* ABS + +* ADD + +* AVERAGE_POOL_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE + +* CONCATENATION, Supported Fused Activation: RELU , RELU6 , TANH, NONE + +* CONV_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE + +* DEPTHWISE_CONV_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE + +* DEQUANTIZE + +* DIV + +* EQUAL + +* EXP + +* FULLY_CONNECTED, Supported Fused Activation: RELU , RELU6 , TANH, NONE + +* GREATER + +* GREATER_OR_EQUAL + +* LESS + +* LESS_OR_EQUAL + +* LOGISTIC + +* LOG_SOFTMAX + +* L2_POOL_2D + +* MAXIMUM + +* MAX_POOL_2D, Supported Fused Activation: RELU , RELU6 , TANH, NONE + +* MEAN + +* MINIMUM + +* MUL + +* NEG + +* NOT_EQUAL + +* QUANTIZE + +* RESHAPE + +* RESIZE_BILINEAR + +* RESIZE_NEAREST_NEIGHBOR + +* RELU + +* RELU6 + +* RSQRT + +* SOFTMAX + +* SQRT + +* SUB + +* TANH + +* TRANSPOSE + +* TRANSPOSE_CONV + +More machine learning operators will be supported in future releases. |