EON Operator Matrix (TensorFlow 2.19)

Use this page when you need a wider view of the operator matrix. Back to EON Compiler

This table is generated from source in the Edge Impulse repository.TensorFlow baseline: 2.19Op version note: TFLite op-version ranges (for example, v1-v5) come from the TensorFlow Lite builtin resolver in this source snapshot. TFLM in this repository ignores version during resolver lookup.

Operator	TensorFlow docs	TFLite builtin	TFLM supported	TFLM kind	Op version	EI supported	EI kind	EI extra
`ABS`	Docs	✓	✓	builtin	v1-v5 (TFLM ignores)	✓	builtin	✗
`ADD`	Docs	✓	✓	builtin	v1-v5 (TFLM ignores)	✓	builtin	✗
`ADD_N`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`ARG_MAX`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`ARG_MIN`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`ASSIGN_VARIABLE`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`ATAN2`	Docs	✓	✗	-	v1	✗	-	✗
`AVERAGE_POOL_2D`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`BATCH_MATMUL`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`BATCH_TO_SPACE_ND`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`BIDIRECTIONAL_SEQUENCE_LSTM`	Docs	✓	✗	-	v1-v3	✗	-	✗
`BIDIRECTIONAL_SEQUENCE_RNN`	Docs	✓	✗	-	v1-v3	✗	-	✗
`BROADCAST_ARGS`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`BROADCAST_TO`	Docs	✓	✓	builtin	v2-v3 (TFLM ignores)	✓	builtin	✗
`BUCKETIZE`	Docs	✓	✗	-	v1	✗	-	✗
`CALL`	Docs	✓	✗	-	unknown	✗	-	✗
`CALL_ONCE`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`CAST`	Docs	✓	✓	builtin	v1-v6 (TFLM ignores)	✓	builtin	✗
`CEIL`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`CIRCULAR_BUFFER`	-	✗	✓	custom	custom (n/a)	✓	custom	✓
`COMPLEX_ABS`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`CONCAT_EMBEDDINGS`	Docs	✓	✗	-	unknown	✗	-	✗
`CONCATENATION`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`CONV_2D`	Docs	✓	✓	builtin	v1-v8 (TFLM ignores)	✓	builtin	✗
`CONV_3D`	Docs	✓	✗	-	v1	✗	-	✗
`CONV_3D_TRANSPOSE`	Docs	✓	✗	-	v1	✗	-	✗
`COS`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`CUMSUM`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`DELEGATE`	Docs	✓	✗	-	unknown	✗	-	✗
`DENSIFY`	Docs	✓	✗	-	v1	✗	-	✗
`DEPTH_TO_SPACE`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`DEPTHWISE_CONV_2D`	Docs	✓	✓	builtin	v1-v7 (TFLM ignores)	✓	builtin	✗
`DEQUANTIZE`	Docs	✓	✓	builtin	v1-v5 (TFLM ignores)	✓	builtin	✗
`DIV`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`DYNAMIC_UPDATE_SLICE`	Docs	✓	✗	-	v1	✗	-	✗
`ELU`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`EMBEDDING_LOOKUP`	Docs	✓	✗	-	v1-v3	✗	-	✗
`EMBEDDING_LOOKUP_SPARSE`	Docs	✓	✗	-	v1	✗	-	✗
`EQUAL`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`ETHOSU`	-	✗	✓	custom	custom (n/a)	✓	custom	✓
`EXP`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`EXPAND_DIMS`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`FAKE_QUANT`	Docs	✓	✗	-	v1-v2	✗	-	✗
`FILL`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`FLOOR`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`FLOOR_DIV`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`FLOOR_MOD`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`FULLY_CONNECTED`	Docs	✓	✓	builtin	v1-v11 (TFLM ignores)	✓	builtin	✗
`GATHER`	Docs	✓	✓	builtin	v1-v7 (TFLM ignores)	✓	builtin	✗
`GATHER_ND`	Docs	✓	✓	builtin	v1-v5 (TFLM ignores)	✓	builtin	✗
`GELU`	Docs	✓	✗	-	v1-v2	✗	-	✗
`GREATER`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`GREATER_EQUAL`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`HARD_SWISH`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`HASHTABLE`	Docs	✓	✗	-	v1	✗	-	✗
`HASHTABLE_FIND`	Docs	✓	✗	-	v1	✗	-	✗
`HASHTABLE_IMPORT`	Docs	✓	✗	-	v1	✗	-	✗
`HASHTABLE_LOOKUP`	Docs	✓	✗	-	v1	✗	-	✗
`HASHTABLE_SIZE`	Docs	✓	✗	-	v1	✗	-	✗
`IF`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`IMAG`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`L2_NORMALIZATION`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`L2_POOL_2D`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`LEAKY_RELU`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`LESS`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`LESS_EQUAL`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`LOCAL_RESPONSE_NORMALIZATION`	Docs	✓	✗	-	v1	✗	-	✗
`LOG`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`LOG_SOFTMAX`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`LOGICAL_AND`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`LOGICAL_NOT`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`LOGICAL_OR`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`LOGISTIC`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`LSH_PROJECTION`	Docs	✓	✗	-	v1	✗	-	✗
`LSTM`	Docs	✓	✗	-	v1-v4	✗	-	✗
`MATRIX_DIAG`	Docs	✓	✗	-	v1	✗	-	✗
`MATRIX_SET_DIAG`	Docs	✓	✗	-	v1	✗	-	✗
`MAX_POOL_2D`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`MAXIMUM`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`MEAN`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`MINIMUM`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`MIRROR_PAD`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`MUL`	Docs	✓	✓	builtin	v1-v7 (TFLM ignores)	✓	builtin	✗
`MULTINOMIAL`	Docs	✓	✗	-	v1	✗	-	✗
`NEG`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`NON_MAX_SUPPRESSION_V4`	Docs	✓	✗	-	v1	✗	-	✗
`NON_MAX_SUPPRESSION_V5`	Docs	✓	✗	-	v1	✗	-	✗
`NOT_EQUAL`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`ONE_HOT`	Docs	✓	✗	-	v1	✗	-	✗
`PACK`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`PAD`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`PADV2`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`PLACEHOLDER_FOR_GREATER_OP_CODES`	Docs	✓	✗	-	unknown	✗	-	✗
`POW`	Docs	✓	✗	-	v1	✗	-	✗
`PRELU`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`QUANTIZE`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`RANDOM_STANDARD_NORMAL`	Docs	✓	✗	-	v1	✗	-	✗
`RANDOM_UNIFORM`	Docs	✓	✗	-	v1	✗	-	✗
`RANGE`	Docs	✓	✗	-	v1-v2	✗	-	✗
`RANK`	Docs	✓	✗	-	v1	✗	-	✗
`READ_VARIABLE`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`REAL`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`REDUCE_ALL`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`REDUCE_ANY`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`REDUCE_MAX`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`REDUCE_MIN`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`REDUCE_PROD`	Docs	✓	✗	-	v1-v2	✗	-	✗
`RELU`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`RELU_0_TO_1`	Docs	✓	✗	-	v1	✗	-	✗
`RELU_N1_TO_1`	Docs	✓	✗	-	v1	✗	-	✗
`RELU6`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`RESHAPE`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`RESIZE_BILINEAR`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`RESIZE_NEAREST_NEIGHBOR`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`REVERSE_SEQUENCE`	Docs	✓	✗	-	v1	✗	-	✗
`REVERSE_V2`	Docs	✓	✗	-	v1-v3	✗	-	✗
`RFFT2D`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`RNN`	Docs	✓	✗	-	v1-v3	✗	-	✗
`ROUND`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`RSQRT`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`SCATTER_ND`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`SEGMENT_SUM`	Docs	✓	✗	-	v1	✗	-	✗
`SELECT`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`SELECT_V2`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`SHAPE`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`SIGN`	Docs	✓	✗	-	v1-v2	✗	-	✗
`SIN`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`SKIP_GRAM`	Docs	✓	✗	-	v1	✗	-	✗
`SLICE`	Docs	✓	✓	builtin	v1-v6 (TFLM ignores)	✓	builtin	✗
`SOFTMAX`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`SPACE_TO_BATCH_ND`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`SPACE_TO_DEPTH`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`SPARSE_TO_DENSE`	Docs	✓	✗	-	v1-v3	✗	-	✗
`SPLIT`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`SPLIT_V`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`SQRT`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`SQUARE`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`SQUARED_DIFFERENCE`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`SQUEEZE`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`STRIDED_SLICE`	Docs	✓	✓	builtin	v1-v8 (TFLM ignores)	✓	builtin	✗
`SUB`	Docs	✓	✓	builtin	v1-v5 (TFLM ignores)	✓	builtin	✗
`SUM`	Docs	✓	✓	builtin	v1-v2 (TFLM ignores)	✓	builtin	✗
`SVDF`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`TANH`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`TFLite_Detection_PostProcess`	-	✗	✓	custom	custom (n/a)	✓	custom	✓
`TILE`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`TOPK_V2`	Docs	✓	✓	builtin	v1-v3 (TFLM ignores)	✓	builtin	✗
`TRANSPOSE`	Docs	✓	✓	builtin	v1-v6 (TFLM ignores)	✓	builtin	✗
`TRANSPOSE_CONV`	Docs	✓	✓	builtin	v1-v5 (TFLM ignores)	✓	builtin	✗
`TreeEnsembleClassifier`	-	✗	✓	custom	custom (n/a)	✓	custom	✓
`UNIDIRECTIONAL_SEQUENCE_LSTM`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`UNIDIRECTIONAL_SEQUENCE_RNN`	Docs	✓	✗	-	v1-v3	✗	-	✗
`UNIQUE`	Docs	✓	✗	-	v1	✗	-	✗
`UNPACK`	Docs	✓	✓	builtin	v1-v4 (TFLM ignores)	✓	builtin	✗
`UNSORTED_SEGMENT_MAX`	Docs	✓	✗	-	v1	✗	-	✗
`UNSORTED_SEGMENT_MIN`	Docs	✓	✗	-	v1	✗	-	✗
`UNSORTED_SEGMENT_PROD`	Docs	✓	✗	-	v1	✗	-	✗
`UNSORTED_SEGMENT_SUM`	Docs	✓	✗	-	v1	✗	-	✗
`VAR_HANDLE`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`WHERE`	Docs	✓	✗	-	v1-v2	✗	-	✗
`WHILE`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗
`ZEROS_LIKE`	Docs	✓	✓	builtin	v1 (TFLM ignores)	✓	builtin	✗

OVERVIEW

PROJECTS

ORGANIZATIONS