| @@ -6,10 +6,21 @@ from enum import Enum, IntEnum | |||||
| class LiteBackend(IntEnum): | class LiteBackend(IntEnum): | ||||
| """ | |||||
| The backend type enum, default only | |||||
| """ | |||||
| LITE_DEFAULT = 0 | LITE_DEFAULT = 0 | ||||
| class LiteDeviceType(IntEnum): | class LiteDeviceType(IntEnum): | ||||
| """ | |||||
| The backend device type enum | |||||
| Note: | |||||
| compute and storage will base on the device | |||||
| """ | |||||
| LITE_CPU = 0 | LITE_CPU = 0 | ||||
| LITE_CUDA = 1 | LITE_CUDA = 1 | ||||
| LITE_ATLAS = 3 | LITE_ATLAS = 3 | ||||
| @@ -19,6 +30,13 @@ class LiteDeviceType(IntEnum): | |||||
| class LiteDataType(IntEnum): | class LiteDataType(IntEnum): | ||||
| """ | |||||
| The tensor data type enum | |||||
| Note: | |||||
| half for float16, int for int32 | |||||
| """ | |||||
| LITE_FLOAT = 0 | LITE_FLOAT = 0 | ||||
| LITE_HALF = 1 | LITE_HALF = 1 | ||||
| LITE_INT = 2 | LITE_INT = 2 | ||||
| @@ -29,6 +47,12 @@ class LiteDataType(IntEnum): | |||||
| class LiteTensorPhase(IntEnum): | class LiteTensorPhase(IntEnum): | ||||
| """ | |||||
| The tensor type enum | |||||
| Note: | |||||
| LITE_IO for both LITE_INPUT and LITE_OUTPUT | |||||
| """ | |||||
| LITE_IO = 0 | LITE_IO = 0 | ||||
| LITE_INPUT = 1 | LITE_INPUT = 1 | ||||
| LITE_OUTPUT = 2 | LITE_OUTPUT = 2 | ||||
| @@ -36,7 +60,7 @@ class LiteTensorPhase(IntEnum): | |||||
| class LiteIOType(IntEnum): | class LiteIOType(IntEnum): | ||||
| """ | """ | ||||
| the input and output type, include SHAPE and VALUE | |||||
| The input and output type enum, include SHAPE and VALUE | |||||
| sometimes user only need the shape of the output tensor | sometimes user only need the shape of the output tensor | ||||
| """ | """ | ||||
| @@ -46,26 +70,26 @@ class LiteIOType(IntEnum): | |||||
| class LiteAlgoSelectStrategy(IntEnum): | class LiteAlgoSelectStrategy(IntEnum): | ||||
| """ | """ | ||||
| operation algorithm seletion strategy type, some operations have | |||||
| Operation algorithm seletion strategy type enum, some operations have | |||||
| multi algorithms, different algorithm has different attribute, according to | multi algorithms, different algorithm has different attribute, according to | ||||
| the strategy, the best algorithm will be selected. | the strategy, the best algorithm will be selected. | ||||
| Note: These strategies can be combined | |||||
| LITE_ALGO_HEURISTIC | LITE_ALGO_PROFILE means: if profile cache not valid, | |||||
| use heuristic instead | |||||
| Note: | |||||
| These strategies can be combined | |||||
| LITE_ALGO_HEURISTIC | LITE_ALGO_PROFILE means: if profile cache not valid, | |||||
| use heuristic instead | |||||
| LITE_ALGO_HEURISTIC | LITE_ALGO_REPRODUCIBLE means: heuristic choice the | |||||
| reproducible algo | |||||
| LITE_ALGO_HEURISTIC | LITE_ALGO_REPRODUCIBLE means: heuristic choice the | |||||
| reproducible algo | |||||
| LITE_ALGO_PROFILE | LITE_ALGO_REPRODUCIBLE means: profile the best | |||||
| algorithm from the reproducible algorithms set | |||||
| LITE_ALGO_PROFILE | LITE_ALGO_REPRODUCIBLE means: profile the best | |||||
| algorithm from the reproducible algorithms set | |||||
| LITE_ALGO_PROFILE | LITE_ALGO_OPTIMIZED means: profile the best | |||||
| algorithm form the optimzed algorithms, thus profile will process fast | |||||
| LITE_ALGO_PROFILE | LITE_ALGO_OPTIMIZED means: profile the best | |||||
| algorithm form the optimzed algorithms, thus profile will process fast | |||||
| LITE_ALGO_PROFILE | LITE_ALGO_OPTIMIZED | LITE_ALGO_REPRODUCIBLE means: | |||||
| profile the best algorithm form the optimzed and reproducible algorithms | |||||
| LITE_ALGO_PROFILE | LITE_ALGO_OPTIMIZED | LITE_ALGO_REPRODUCIBLE means: | |||||
| profile the best algorithm form the optimzed and reproducible algorithms | |||||
| """ | """ | ||||
| LITE_ALGO_HEURISTIC = 1 | LITE_ALGO_HEURISTIC = 1 | ||||
| @@ -76,10 +100,16 @@ class LiteAlgoSelectStrategy(IntEnum): | |||||
| class LiteLogLevel(IntEnum): | class LiteLogLevel(IntEnum): | ||||
| """ | """ | ||||
| DEBUG: The most verbose level, printing debugging info | |||||
| INFO: The default level | |||||
| WARN: Printing warnings | |||||
| ERROR: The least verbose level, printing errors only | |||||
| Log level enum | |||||
| Note: | |||||
| DEBUG: The most verbose level, printing debugging info | |||||
| INFO: The default level | |||||
| WARN: Printing warnings | |||||
| ERROR: The least verbose level, printing errors only | |||||
| """ | """ | ||||
| DEBUG = 0 | DEBUG = 0 | ||||