ONE - On-device Neural Engine
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Supported Operations

As of 2020-06-26

  • TensorFlow commit e5023a1738cce7efcdf9d87863b85c80ab2f8c9e
  • This commit is Tensorflow nightly build after v2.2.0 release
TensorFlow lite operators circle IR Compiler Runtime
ABS O O O
ADD O O O
ADD_N O O  
ARG_MAX O O O
ARG_MIN O O  
AVERAGE_POOL_2D O O O
BATCH_MATMUL O O O
BATCH_TO_SPACE_ND O O  
BIDIRECTIONAL_SEQUENCE_LSTM O    
BIDIRECTIONAL_SEQUENCE_RNN O    
CALL O    
CAST O O O
CEIL O O  
CONCAT_EMBEDDINGS O    
CONCATENATION O O O
CONV_2D O O O
COS O O O
CUSTOM O O O
DELEGATE O    
DENSIFY O    
DEPTH_TO_SPACE O O O
DEPTHWISE_CONV_2D O O O
DEQUANTIZE O   O
DIV O O O
ELU O O  
EMBEDDING_LOOKUP O   O
EMBEDDING_LOOKUP_SPARSE O    
EQUAL O O O
EXP O O O
EXPAND_DIMS O O O
FAKE_QUANT O    
FILL O O O
FLOOR O O O
FLOOR_DIV O O  
FLOOR_MOD O O  
FULLY_CONNECTED O O O
GATHER O O O
GATHER_ND O O  
GREATER O O O
GREATER_EQUAL O O O
HARD_SWISH O    
HASHTABLE_LOOKUP O   O
IF O O O
L2_NORMALIZATION O O O
L2_POOL_2D O O O
LEAKY_RELU O O  
LESS O O O
LESS_EQUAL O O O
LOCAL_RESPONSE_NORMALIZATION O O O
LOG O O O
LOG_SOFTMAX O O  
LOGICAL_AND O O O
LOGICAL_NOT O O O
LOGICAL_OR O O O
LOGISTIC O O O
LSH_PROJECTION O    
LSTM O   O
MATRIX_DIAG O    
MATRIX_SET_DIAG O    
MAX_POOL_2D O O O
MAXIMUM O O O
MEAN O O O
MINIMUM O O O
MIRROR_PAD O O  
MUL O O O
NEG O O O
NON_MAX_SUPPRESSION_V4 O    
NON_MAX_SUPPRESSION_V5 O    
NOT_EQUAL O O O
ONE_HOT O O O
PACK O O O
PAD O O O
PADV2 O    
POW O O O
PRELU O O O
QUANTIZE O    
RANGE O O O
RANK O O  
REDUCE_ANY O O O
REDUCE_MAX O O O
REDUCE_MIN O O O
REDUCE_PROD O O O
RELU O O O
RELU_N1_TO_1 O O  
RELU6 O   O
RESHAPE O O O
RESIZE_BILINEAR O O O
RESIZE_NEAREST_NEIGHBOR O O  
REVERSE_SEQUENCE O O  
REVERSE_V2 O   O
RNN O   O
ROUND O O O
RSQRT O O O
SCATTER_ND O O  
SEGMENT_SUM O O  
SELECT O O O
SELECT_V2 O    
SHAPE O O O
SIN O O O
SKIP_GRAM O    
SLICE O O O
SOFTMAX O O O
SPACE_TO_BATCH_ND O O O
SPACE_TO_DEPTH O O O
SPARSE_TO_DENSE O O  
SPLIT O O O
SPLIT_V O O  
SQRT O O O
SQUARE O O  
SQUARED_DIFFERENCE O O O
SQUEEZE O O O
STRIDED_SLICE O O O
SUB O O O
SUM O O O
SVDF O    
TANH O O O
TILE O O O
TOPK_V2 O O O
TRANSPOSE O O O
TRANSPOSE_CONV O O O
UNIDIRECTIONAL_SEQUENCE_LSTM O    
UNIDIRECTIONAL_SEQUENCE_RNN O    
UNIQUE O    
UNPACK O O O
WHERE O    
WHILE O O  
ZEROS_LIKE O O  
Count 127 97 81

circle additional operators

Operator | compiler | runtime – | – | – BCQ_FULLY_CONNECTED | | BCQ_GATHER | | INSTANCE_NORM | |