PHengLEI-TestCases/Y02_ThreeD_M6_Unstruct_Bran.../acllite_utils.py

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2023-06-28 18:11:30 +08:00
# -*- coding: utf-8 -*-
# @Author: sun
# @Date: 2022-03-23 19:31:05
# @Last Modified by: sun
# @Last Modified time: 2022-03-23 19:31:26
import numpy as np
import acl
import constants as const
from acllite_logger import log_error, log_info
import time
from functools import wraps
DEBUG = True
def check_ret(message, ret_int):
"""Check int value is 0 or not
Args:
message: output log str
ret_int: check value that type is int
"""
if ret_int != 0:
raise Exception("{} failed ret_int={}"
.format(message, ret_int))
def check_none(message, ret_none):
"""Check object is None or not
Args:
message: output log str
ret_none: check object
"""
if ret_none is None:
raise Exception("{} failed"
.format(message))
def copy_data_device_to_host(device_data, data_size):
"""Copy device data to host
Args:
device_data: data that to be copyed
data_size: data size
Returns:
None: copy failed
others: host data which copy from device_data
"""
host_buffer, ret = acl.rt.malloc_host(data_size)
if ret != const.ACL_SUCCESS:
log_error("Malloc host memory failed, error: ", ret)
return None
ret = acl.rt.memcpy(host_buffer, data_size,
device_data, data_size,
const.ACL_MEMCPY_DEVICE_TO_HOST)
if ret != const.ACL_SUCCESS:
log_error("Copy device data to host memory failed, error: ", ret)
acl.rt.free_host(host_buffer)
return None
return host_buffer
def copy_data_device_to_device(device_data, data_size):
"""Copy device data to device
Args:
device_data: data that to be copyed
data_size: data size
Returns:
None: copy failed
others: device data which copy from device_data
"""
device_buffer, ret = acl.rt.malloc(data_size,
const.ACL_MEM_MALLOC_NORMAL_ONLY)
if ret != const.ACL_SUCCESS:
log_error("Malloc device memory failed, error: ", ret)
return None
ret = acl.rt.memcpy(device_buffer, data_size,
device_data, data_size,
const.ACL_MEMCPY_DEVICE_TO_DEVICE)
if ret != const.ACL_SUCCESS:
log_error("Copy device data to device memory failed, error: ", ret)
acl.rt.free(device_buffer)
return None
return device_buffer
def copy_data_host_to_device(host_data, data_size):
"""Copy host data to device
Args:
host_data: data that to be copyed
data_size: data size
Returns:
None: copy failed
others: device data which copy from host_data
"""
device_buffer, ret = acl.rt.malloc(data_size,
const.ACL_MEM_MALLOC_NORMAL_ONLY)
if ret != const.ACL_SUCCESS:
log_error("Malloc device memory failed, error: ", ret)
return None
ret = acl.rt.memcpy(device_buffer, data_size,
host_data, data_size,
const.ACL_MEMCPY_HOST_TO_DEVICE)
if ret != const.ACL_SUCCESS:
log_error("Copy device data to device memory failed, error: ", ret)
acl.rt.free(device_buffer)
return None
return device_buffer
def copy_data_host_to_host(host_data, data_size):
"""Copy host data to host
Args:
host_data: data that to be copyed
data_size: data size
Returns:
None: copy failed
others: host data which copy from host_data
"""
host_buffer, ret = acl.rt.malloc_host(data_size)
if ret != const.ACL_SUCCESS:
log_error("Malloc host memory failed, error: ", ret)
return None
ret = acl.rt.memcpy(host_buffer, data_size,
host_data, data_size,
const.ACL_MEMCPY_HOST_TO_HOST)
if ret != const.ACL_SUCCESS:
log_error("Copy host data to host memory failed, error: ", ret)
acl.rt.free_host(host_buffer)
return None
return host_buffer
def copy_data_to_dvpp(data, size, run_mode):
"""Copy data to dvpp
Args:
data: data that to be copyed
data_size: data size
run_mode: device run mode
Returns:
None: copy failed
others: data which copy from host_data
"""
policy = const.ACL_MEMCPY_HOST_TO_DEVICE
if run_mode == const.ACL_DEVICE:
policy = const.ACL_MEMCPY_DEVICE_TO_DEVICE
dvpp_buf, ret = acl.media.dvpp_malloc(size)
check_ret("acl.rt.malloc_host", ret)
ret = acl.rt.memcpy(dvpp_buf, size, data, size, policy)
check_ret("acl.rt.memcpy", ret)
return dvpp_buf
def copy_data_as_numpy(data, size, data_mem_type, run_mode):
"""Copy data as numpy array
Args:
data: data that to be copyed
size: data size
data_mem_type: src data memory type
run_mode: device run mode
Returns:
None: copy failed
others: numpy array whoes data copy from host_data
"""
np_data = np.zeros(size, dtype=np.byte)
np_data_ptr = acl.util.numpy_to_ptr(np_data)
policy = const.ACL_MEMCPY_DEVICE_TO_DEVICE
if run_mode == const.ACL_HOST:
if ((data_mem_type == const.MEMORY_DEVICE) or
(data_mem_type == const.MEMORY_DVPP)):
policy = const.ACL_MEMCPY_DEVICE_TO_HOST
elif data_mem_type == const.MEMORY_HOST:
policy = const.ACL_MEMCPY_HOST_TO_HOST
ret = acl.rt.memcpy(np_data_ptr, size, data, size, policy)
check_ret("acl.rt.memcpy", ret)
return np_data
def align_up(value, align):
"""Align up int value
Args:
value:input data
align: align data
Return:
aligned data
"""
return int(int((value + align - 1) / align) * align)
def align_up16(value):
"""Align up data with 16
Args:
value:input data
Returns:
16 aligned data
"""
return align_up(value, 16)
def align_up128(value):
"""Align up data with 128
Args:
value:input data
Returns:
128 aligned data
"""
return align_up(value, 128)
def align_up2(value):
"""Align up data with 2
Args:
value:input data
Returns:
2 aligned data
"""
return align_up(value, 2)
def yuv420sp_size(width, height):
"""Calculate yuv420sp image size
Args:
width: image width
height: image height
Returns:
image data size
"""
return int(width * height * 3 / 2)
def rgbu8_size(width, height):
"""Calculate rgb 24bit image size
Args:
width: image width
height: image height
Returns:
rgb 24bit image data size
"""
return int(width * height * 3)
def display_time(func):
"""print func execute time"""
@wraps(func)
def wrapper(*args, **kwargs):
"""wrapper caller"""
if DEBUG:
btime = time.time()
res = func(*args, **kwargs)
use_time = time.time() - btime
print("in %s, use time:%s" % (func.__name__, use_time))
return res
else:
return func(*args, **kwargs)
return wrapper