src/mlia/backend/armnn_tflite_delegate/compat.py


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# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates.
# SPDX-License-Identifier: Apache-2.0
"""Collection of Cortex-A operator compatibility information."""
from __future__ import annotations

ARMNN_TFLITE_DELEGATE: dict = {
    "backend": "Arm NN TensorFlow Lite delegate",
    "ops": {
        "22.08": {
            "builtin_ops": {
                "ABS": {},
                "ADD": {},
                "ARG_MAX": {},
                "ARG_MIN": {},
                "AVERAGE_POOL_2D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "BATCH_TO_SPACE_ND": {},
                "CAST": {},
                "CONCATENATION": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "CONV_2D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "CONV_3D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "DEPTH_TO_SPACE": {},
                "DEPTHWISE_CONV_2D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "DEQUANTIZE": {},
                "DIV": {},
                "ELU": {},
                "EQUAL": {},
                "EXP": {},
                "EXPAND_DIMS": {},
                "FILL": {},
                "FLOOR": {},
                "FLOOR_DIV": {},
                "FULLY_CONNECTED": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "GATHER": {},
                "GATHER_ND": {},
                "GREATER": {},
                "GREATER_EQUAL": {},
                "HARD_SWISH": {},
                "L2_NORMALIZATION": {},
                "L2_POOL_2D": {},
                "LESS": {},
                "LESS_EQUAL": {},
                "LOCAL_RESPONSE_NORMALIZATION": {},
                "LOG": {},
                "LOGICAL_AND": {},
                "LOGICAL_NOT": {},
                "LOGICAL_OR": {},
                "LOGISTIC": {},
                "LOG_SOFTMAX": {},
                "LSTM": {},
                "MAX_POOL_2D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "MAXIMUM": {},
                "MEAN": {},
                "MINIMUM": {},
                "MIRROR_PAD": {},
                "MUL": {},
                "NEG": {},
                "NOT_EQUAL": {},
                "PACK": {},
                "PAD": {},
                "PADV2": {},
                "PRELU": {},
                "QUANTIZE": {},
                "RANK": {},
                "REDUCE_MAX": {},
                "REDUCE_MIN": {},
                "REDUCE_PROD": {},
                "RELU": {},
                "RELU_N1_TO_1": {},
                "RELU6": {},
                "RESHAPE": {},
                "RESIZE_BILINEAR": {},
                "RESIZE_NEAREST_NEIGHBOR": {},
                "RSQRT": {},
                "SHAPE": {},
                "SIN": {},
                "SOFTMAX": {},
                "SPACE_TO_BATCH_ND": {},
                "SPACE_TO_DEPTH": {},
                "SPLIT": {},
                "SPLIT_V": {},
                "SQRT": {},
                "SQUEEZE": {},
                "STRIDED_SLICE": {},
                "SUB": {},
                "SUM": {},
                "TANH": {},
                "TRANSPOSE": {},
                "TRANSPOSE_CONV": {},
                "UNIDIRECTIONAL_SEQUENCE_LSTM": {},
                "UNPACK": {},
            },
            # CUSTOM OPERATORS
            "custom_ops": {
                "AveragePool3D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "SIGN_BIT",
                        "TANH",
                        "NONE",
                    ]
                },
                "MaxPool3D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "SIGN_BIT",
                        "TANH",
                        "NONE",
                    ]
                },
            },
        },
        "22.11": {
            "builtin_ops": {
                "ABS": {},
                "ADD": {},
                "ARG_MAX": {},
                "ARG_MIN": {},
                "AVERAGE_POOL_2D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "BATCH_MATMUL": {},
                "BATCH_TO_SPACE_ND": {},
                "CAST": {},
                "CONCATENATION": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "CONV_2D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "CONV_3D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "DEPTH_TO_SPACE": {},
                "DEPTHWISE_CONV_2D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "DEQUANTIZE": {},
                "DIV": {},
                "ELU": {},
                "EQUAL": {},
                "EXP": {},
                "EXPAND_DIMS": {},
                "FILL": {},
                "FLOOR": {},
                "FLOOR_DIV": {},
                "FULLY_CONNECTED": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "GATHER": {},
                "GATHER_ND": {},
                "GREATER": {},
                "GREATER_EQUAL": {},
                "HARD_SWISH": {},
                "L2_NORMALIZATION": {},
                "L2_POOL_2D": {},
                "LESS": {},
                "LESS_EQUAL": {},
                "LOCAL_RESPONSE_NORMALIZATION": {},
                "LOG": {},
                "LOGICAL_AND": {},
                "LOGICAL_NOT": {},
                "LOGICAL_OR": {},
                "LOGISTIC": {},
                "LOG_SOFTMAX": {},
                "LSTM": {},
                "MAX_POOL_2D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "TANH",
                        "NONE",
                    ]
                },
                "MAXIMUM": {},
                "MEAN": {},
                "MINIMUM": {},
                "MIRROR_PAD": {},
                "MUL": {},
                "NEG": {},
                "NOT_EQUAL": {},
                "PACK": {},
                "PAD": {},
                "PADV2": {},
                "PRELU": {},
                "QUANTIZE": {},
                "RANK": {},
                "REDUCE_MAX": {},
                "REDUCE_MIN": {},
                "REDUCE_PROD": {},
                "RELU": {},
                "RELU_N1_TO_1": {},
                "RELU6": {},
                "RESHAPE": {},
                "RESIZE_BILINEAR": {},
                "RESIZE_NEAREST_NEIGHBOR": {},
                "RSQRT": {},
                "SHAPE": {},
                "SIN": {},
                "SOFTMAX": {},
                "SPACE_TO_BATCH_ND": {},
                "SPACE_TO_DEPTH": {},
                "SPLIT": {},
                "SPLIT_V": {},
                "SQRT": {},
                "SQUEEZE": {},
                "STRIDED_SLICE": {},
                "SUB": {},
                "SUM": {},
                "TANH": {},
                "TRANSPOSE": {},
                "TRANSPOSE_CONV": {},
                "UNIDIRECTIONAL_SEQUENCE_LSTM": {},
                "UNPACK": {},
            },
            # CUSTOM OPERATORS
            "custom_ops": {
                "AveragePool3D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "SIGN_BIT",
                        "TANH",
                        "NONE",
                    ]
                },
                "MaxPool3D": {
                    "supported_fused_activation": [
                        "RELU",
                        "RELU6",
                        "RELU_N1_TO_1",
                        "SIGMOID",
                        "SIGN_BIT",
                        "TANH",
                        "NONE",
                    ]
                },
            },
        },
    },
}