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Android NNAPI Supporting Operations

Category Operations API level 27
(Android 8.1)		 API level 28
(Android 9)		 API level 29
(Android 10)		 API level 30
(Android 11)
Element-wise mathematical operations ANEURALNETWORKS_ABS ✓ ✓
ANEURALNETWORKS_ADD ✓ ✓ ✓
ANEURALNETWORKS_DIV ✓ ✓ ✓
ANEURALNETWORKS_EQUAL ✓ ✓
ANEURALNETWORKS_EXP ✓
ANEURALNETWORKS_FLOOR ✓ ✓
ANEURALNETWORKS_GREATER ✓ ✓
ANEURALNETWORKS_GREATER_OR_EQUAL ✓ ✓
ANEURALNETWORKS_LESS ✓ ✓
ANEURALNETWORKS_LESS_OR_EQUAL ✓ ✓
ANEURALNETWORKS_LOG ✓
ANEURALNETWORKS_LOGICAL_AND ✓
ANEURALNETWORKS_LOGICAL_NOT ✓
ANEURALNETWORKS_LOGICAL_OR ✓
ANEURALNETWORKS_MAXIMUM ✓ ✓
ANEURALNETWORKS_MINIMUM ✓ ✓
ANEURALNETWORKS_MUL ✓ ✓ ✓
ANEURALNETWORKS_NEG ✓
ANEURALNETWORKS_NOT_EQUAL ✓ ✓
ANEURALNETWORKS_POW ✓
ANEURALNETWORKS_RSQRT ✓
ANEURALNETWORKS_SIN ✓
ANEURALNETWORKS_SQRT ✓
ANEURALNETWORKS_SUB ✓ ✓ ✓
Tensor manipulation ANEURALNETWORKS_ARGMAX ✓ ✓
ANEURALNETWORKS_ARGMIN ✓ ✓
ANEURALNETWORKS_BATCH_TO_SPACE_ND ✓ ✓ ✓
ANEURALNETWORKS_CAST ✓
ANEURALNETWORKS_CHANNEL_SHUFFLE ✓ ✓
ANEURALNETWORKS_CONCATENATION ✓ ✓ ✓
ANEURALNETWORKS_DEPTH_TO_SPACE ✓ ✓ ✓
ANEURALNETWORKS_DEQUANTIZE ✓ ✓ ✓
ANEURALNETWORKS_EXPAND_DIMS ✓ ✓
ANEURALNETWORKS_GATHER ✓ ✓
ANEURALNETWORKS_MEAN ✓ ✓ ✓
ANEURALNETWORKS_PAD ✓ ✓ ✓
ANEURALNETWORKS_PAD_V2 ✓ ✓
ANEURALNETWORKS_QUANTIZE ✓ ✓
ANEURALNETWORKS_REDUCE_ALL ✓
ANEURALNETWORKS_REDUCE_ANY ✓
ANEURALNETWORKS_REDUCE_MAX ✓ ✓
ANEURALNETWORKS_REDUCE_MIN ✓ ✓
ANEURALNETWORKS_REDUCE_PROD ✓
ANEURALNETWORKS_REDUCE_SUM ✓
ANEURALNETWORKS_RESHAPE ✓ ✓ ✓
ANEURALNETWORKS_SLICE ✓ ✓
ANEURALNETWORKS_SPACE_TO_BATCH_ND ✓ ✓ ✓
ANEURALNETWORKS_SPACE_TO_DEPTH ✓ ✓ ✓
ANEURALNETWORKS_SPLIT ✓ ✓
ANEURALNETWORKS_SQUEEZE ✓ ✓ ✓
ANEURALNETWORKS_STRIDED_SLICE ✓ ✓ ✓
ANEURALNETWORKS_TILE ✓ ✓
ANEURALNETWORKS_TOPK_V2 ✓ ✓
ANEURALNETWORKS_TRANSPOSE ✓ ✓ ✓
Image operations ANEURALNETWORKS_RESIZE_BILINEAR ✓ ✓ ✓
ANEURALNETWORKS_RESIZE_NEAREST_NEIGHBOR ✓ ✓
Lookup operations ANEURALNETWORKS_EMBEDDING_LOOKUP ✓ ✓ ✓
ANEURALNETWORKS_HASHTABLE_LOOKUP ✓
Normalization operations ANEURALNETWORKS_INSTANCE_NORMALIZATION ✓
ANEURALNETWORKS_L2_NORMALIZATION ✓ ✓ ✓
ANEURALNETWORKS_LOCAL_RESPONSE_NORMALIZATION ✓ ✓
Convolution operations ANEURALNETWORKS_CONV_2D ✓ ✓ ✓
ANEURALNETWORKS_DEPTHWISE_CONV_2D ✓ ✓ ✓
ANEURALNETWORKS_GROUPED_CONV_2D ✓ ✓
ANEURALNETWORKS_TRANSPOSE_CONV_2D ✓ ✓
Pooling operations ANEURALNETWORKS_AVERAGE_POOL_2D ✓ ✓ ✓
ANEURALNETWORKS_L2_POOL_2D ✓ ✓
ANEURALNETWORKS_MAX_POOL_2D ✓ ✓ ✓
Activation operations ANEURALNETWORKS_LOG_SOFTMAX ✓
ANEURALNETWORKS_LOGISTIC ✓ ✓ ✓
ANEURALNETWORKS_PRELU ✓ ✓
ANEURALNETWORKS_RELU ✓ ✓ ✓
ANEURALNETWORKS_RELU1 ✓ ✓ ✓
ANEURALNETWORKS_RELU6 ✓ ✓ ✓
ANEURALNETWORKS_SOFTMAX ✓ ✓ ✓
ANEURALNETWORKS_TANH ✓ ✓ ✓
Other operations ANEURALNETWORKS_AXIS_ALIGNED_BBOX_TRANSFORM ✓
ANEURALNETWORKS_BIDIRECTIONAL_SEQUENCE_LSTM ✓ ✓
ANEURALNETWORKS_BIDIRECTIONAL_SEQUENCE_RNN ✓ ✓
ANEURALNETWORKS_BOX_WITH_NMS_LIMIT ✓ ✓
ANEURALNETWORKS_DETECTION_POSTPROCESSING ✓
ANEURALNETWORKS_FULLY_CONNECTED ✓ ✓ ✓
ANEURALNETWORKS_GENERATE_PROPOSALS ✓ ✓
ANEURALNETWORKS_HEATMAP_MAX_KEYPOINT ✓ ✓
ANEURALNETWORKS_LSH_PROJECTION ✓ ✓
ANEURALNETWORKS_LSTM ✓ ✓
ANEURALNETWORKS_RANDOM_MULTINOMIAL ✓
ANEURALNETWORKS_QUANTIZED_16BIT_LSTM ✓
ANEURALNETWORKS_RNN ✓ ✓
ANEURALNETWORKS_ROI_ALIGN ✓ ✓
ANEURALNETWORKS_ROI_POOLING ✓ ✓
ANEURALNETWORKS_SELECT ✓ ✓
ANEURALNETWORKS_SVDF ✓ ✓
ANEURALNETWORKS_UNIDIRECTIONAL_SEQUENCE_LSTM ✓ ✓
ANEURALNETWORKS_UNIDIRECTIONAL_SEQUENCE_RNN ✓ ✓

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Android NNAPI Supporting Operations

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