| @@ -6,10 +6,21 @@ from enum import Enum, IntEnum | |||
| class LiteBackend(IntEnum): | |||
| """ | |||
| The backend type enum, default only | |||
| """ | |||
| LITE_DEFAULT = 0 | |||
| class LiteDeviceType(IntEnum): | |||
| """ | |||
| The backend device type enum | |||
| Note: | |||
| compute and storage will base on the device | |||
| """ | |||
| LITE_CPU = 0 | |||
| LITE_CUDA = 1 | |||
| LITE_ATLAS = 3 | |||
| @@ -19,6 +30,13 @@ class LiteDeviceType(IntEnum): | |||
| class LiteDataType(IntEnum): | |||
| """ | |||
| The tensor data type enum | |||
| Note: | |||
| half for float16, int for int32 | |||
| """ | |||
| LITE_FLOAT = 0 | |||
| LITE_HALF = 1 | |||
| LITE_INT = 2 | |||
| @@ -29,6 +47,12 @@ class LiteDataType(IntEnum): | |||
| class LiteTensorPhase(IntEnum): | |||
| """ | |||
| The tensor type enum | |||
| Note: | |||
| LITE_IO for both LITE_INPUT and LITE_OUTPUT | |||
| """ | |||
| LITE_IO = 0 | |||
| LITE_INPUT = 1 | |||
| LITE_OUTPUT = 2 | |||
| @@ -36,7 +60,7 @@ class LiteTensorPhase(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 | |||
| """ | |||
| @@ -46,26 +70,26 @@ class LiteIOType(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 | |||
| 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 | |||
| @@ -76,10 +100,16 @@ class LiteAlgoSelectStrategy(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 | |||