diff options
Diffstat (limited to 'src/mlia/backend/armnn_tflite_delegate/compat.py')
| -rw-r--r-- | src/mlia/backend/armnn_tflite_delegate/compat.py | 357 |
1 files changed, 11 insertions, 346 deletions
diff --git a/src/mlia/backend/armnn_tflite_delegate/compat.py b/src/mlia/backend/armnn_tflite_delegate/compat.py index e2650be..502edae 100644 --- a/src/mlia/backend/armnn_tflite_delegate/compat.py +++ b/src/mlia/backend/armnn_tflite_delegate/compat.py @@ -3,353 +3,18 @@ """Collection of Cortex-A operator compatibility information.""" from __future__ import annotations +from mlia.backend.armnn_tflite_delegate.ops.v22_08 import OPERATORS as ops_v22_08 +from mlia.backend.armnn_tflite_delegate.ops.v22_08 import VERSION as v22_08 +from mlia.backend.armnn_tflite_delegate.ops.v22_11 import OPERATORS as ops_v22_11 +from mlia.backend.armnn_tflite_delegate.ops.v22_11 import VERSION as v22_11 +from mlia.backend.armnn_tflite_delegate.ops.v23_05 import OPERATORS as ops_v23_05 +from mlia.backend.armnn_tflite_delegate.ops.v23_05 import VERSION as v23_05 + ARMNN_TFLITE_DELEGATE: dict = { - "backend": "Arm NN TensorFlow Lite delegate", + "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", - ] - }, - }, - }, + v22_08: ops_v22_08, + v22_11: ops_v22_11, + v23_05: ops_v23_05, }, } |