Browse Source

docs(api/lite): add struct python api desc

GitOrigin-RevId: 82f873b498
release-1.10
Megvii Engine Team 3 years ago
parent
commit
171c683d9e
1 changed files with 48 additions and 18 deletions
  1. +48
    -18
      lite/pylite/megenginelite/struct.py

+ 48
- 18
lite/pylite/megenginelite/struct.py View File

@@ -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


Loading…
Cancel
Save