import os
import unittest
from mskpp import Tensor, Chip, vreducev2, vreduce
from mskpp._C import task_schedule
from test.utils.test_base import TestBase
UB_MEM = "UB"
GM_MEM = "GM"
FP_32_TYPE = "FP32"
UINT_32_TYPE = "UINT32"
FORMAT_TYPE = "ND"
def my_vreducev2(gm_x, gm_y, gm_z, reserve_num):
x = Tensor(UB_MEM)
y = Tensor(UB_MEM)
z = Tensor(UB_MEM)
x.load(gm_x)
y.load(gm_y)
out = vreducev2(x, y, z, reserve_num)()
gm_z.load(out[0])
return out[0]
def my_vreduce(gm_x, gm_y, gm_z, reserve_num):
x = Tensor(UB_MEM)
y = Tensor(UB_MEM)
z = Tensor(UB_MEM)
x.load(gm_x)
y.load(gm_y)
out = vreduce(x, y, z, reserve_num)()
gm_z.load(out[0])
return out[0]
class TestUtilsMethods(TestBase):
TRACE_FILE = 'trace.json'
def clean(self):
task_schedule.Schedule().clean()
work_dir = os.getcwd()
self.batch_delete_folders(work_dir, 'MSKPP_*')
def test_vreducev2_uint32_expect_trace_successful_create(self):
with Chip("Ascend910B1") as chip:
chip.enable_trace()
in_x = Tensor(GM_MEM, UINT_32_TYPE, [32, 64], format=FORMAT_TYPE)
in_y = Tensor(GM_MEM, UINT_32_TYPE, [32, 64], format=FORMAT_TYPE)
in_z = Tensor(GM_MEM, UINT_32_TYPE, [32, 64], format=FORMAT_TYPE)
out = my_vreducev2(in_x, in_y, in_z, 24)
self.assertEqual(out.size[0], 24)
trace_file = os.path.join(chip.output_dir, self.TRACE_FILE)
self.assertTrue(os.path.exists(trace_file))
self.clean()
def test_vreduce_uint32_expect_trace_successful_create(self):
with Chip("Ascend910B1") as chip:
chip.enable_trace()
in_x = Tensor(GM_MEM, UINT_32_TYPE, [32, 64], format=FORMAT_TYPE)
in_y = Tensor(GM_MEM, UINT_32_TYPE, [32, 64], format=FORMAT_TYPE)
in_z = Tensor(GM_MEM, UINT_32_TYPE, [32, 64], format=FORMAT_TYPE)
out = my_vreduce(in_x, in_y, in_z, 48)
self.assertEqual(out.size[0], 48)
trace_file = os.path.join(chip.output_dir, self.TRACE_FILE)
self.assertTrue(os.path.exists(trace_file))
self.clean()
if __name__ == '__main__':
unittest.main()