import os
import unittest
from test.utils.test_base import TestBase
from mskpp import vadd, Tensor, Chip
from mskpp._C import task_schedule
FP_16_TYPE = "FP16"
FP_32_TYPE = "FP32"
INT_16_TYPE = "INT16"
INT_32_TYPE = "INT32"
FORMAT_TYPE = "ND"
GM_MEM = "GM"
def my_vadd(gm_x, gm_y, gm_z):
ub_x, ub_y, ub_z = Tensor("UB"), Tensor("UB"), Tensor("UB")
ub_x.load(gm_x)
ub_y.load(gm_y)
out = vadd(ub_x, ub_y, ub_z)()
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_vadd_fp16_expect_success(self):
with Chip("Ascend910B1") as chip:
chip.enable_trace()
for _ in range(1):
in_x = Tensor(GM_MEM, FP_16_TYPE, [8, 2048], format=FORMAT_TYPE)
in_y = Tensor(GM_MEM, FP_16_TYPE, [8, 2048], format=FORMAT_TYPE)
in_z = Tensor(GM_MEM, FP_16_TYPE, [8, 2048], format=FORMAT_TYPE)
out_z = my_vadd(in_x, in_y, in_z)
in_z.load(out_z)
trace_file = os.path.join(chip.output_dir, self.TRACE_FILE)
self.assertTrue(os.path.exists(trace_file))
self.clean()
def test_vadd_fp32_expect_success(self):
with Chip("Ascend910B1") as chip:
chip.enable_trace()
for _ in range(1):
in_x = Tensor(GM_MEM, FP_32_TYPE, [8, 2048], format=FORMAT_TYPE)
in_y = Tensor(GM_MEM, FP_32_TYPE, [8, 2048], format=FORMAT_TYPE)
in_z = Tensor(GM_MEM, FP_32_TYPE, [8, 2048], format=FORMAT_TYPE)
out_z = my_vadd(in_x, in_y, in_z)
in_z.load(out_z)
trace_file = os.path.join(chip.output_dir, self.TRACE_FILE)
self.assertTrue(os.path.exists(trace_file))
self.clean()
def test_vadd_int16_expect_success(self):
with Chip("Ascend910B1") as chip:
chip.enable_trace()
in_x = Tensor(GM_MEM, INT_16_TYPE, [8, 2048], format=FORMAT_TYPE)
in_y = Tensor(GM_MEM, INT_16_TYPE, [8, 2048], format=FORMAT_TYPE)
in_z = Tensor(GM_MEM, INT_16_TYPE, [8, 2048], format=FORMAT_TYPE)
out_z = my_vadd(in_x, in_y, in_z)
in_y.load(out_z)
trace_file = os.path.join(chip.output_dir, self.TRACE_FILE)
self.assertTrue(os.path.exists(trace_file))
self.clean()
def test_vadd_int32_expect_success(self):
with Chip("Ascend910B1") as chip:
chip.enable_trace()
in_x = Tensor(GM_MEM, INT_32_TYPE, [8, 2048], format=FORMAT_TYPE)
in_y = Tensor(GM_MEM, INT_32_TYPE, [8, 2048], format=FORMAT_TYPE)
in_z = Tensor(GM_MEM, INT_32_TYPE, [8, 2048], format=FORMAT_TYPE)
out_z = my_vadd(in_x, in_y, in_z)
in_y.load(out_z)
trace_file = os.path.join(chip.output_dir, self.TRACE_FILE)
self.assertTrue(os.path.exists(trace_file))
self.clean()
def test_vadd_invalid_input_expect_failed(self):
with self.assertRaises(Exception):
with Chip("Ascend910B1") as chip:
chip.enable_trace()
in_x = 1
in_y = Tensor(GM_MEM, INT_32_TYPE, [8, 2048], format=FORMAT_TYPE)
in_z = Tensor(GM_MEM, INT_32_TYPE, [8, 2048], format=FORMAT_TYPE)
out_z = my_vadd(in_x, in_y, in_z)
in_y.load(out_z)
self.clean()
if __name__ == '__main__':
unittest.main()