import os
import unittest
from mskpp import vaddreluconv, Tensor, Chip
from mskpp._C import task_schedule
from test.utils.test_base import TestBase
FP_16_TYPE = "FP16"
FP_32_TYPE = "FP32"
FORMAT_TYPE = "ND"
GM_MEM = "GM"
UB_MEM = "UB"
INT_16_TYPE = "INT16"
INT_8_TYPE = "INT8"
def my_vaddreluconv(gm_x, gm_y):
ub_x, ub_y, ub_z = Tensor(UB_MEM), Tensor(UB_MEM), Tensor(UB_MEM)
ub_x.load(gm_x)
ub_y.load(gm_y)
out = vaddreluconv(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_vaddreluconv_fp322fp16_expect_trace_successful_create(self):
with Chip("Ascend910B1") as chip:
chip.enable_trace()
in_x_f32 = Tensor(GM_MEM, FP_32_TYPE, [4, 2048], format=FORMAT_TYPE)
in_y_f32 = Tensor(GM_MEM, FP_32_TYPE, [4, 2048], format=FORMAT_TYPE)
in_z_f16 = Tensor(GM_MEM, FP_16_TYPE, [4, 2048], format=FORMAT_TYPE)
out_y1 = my_vaddreluconv(in_x_f32, in_y_f32)
in_z_f16.load(out_y1)
trace_file = os.path.join(chip.output_dir, self.TRACE_FILE)
self.assertTrue(os.path.exists(trace_file))
self.clean()
def test_vaddreluconv_s162s8_expect_trace_successful_create(self):
with Chip("Ascend910B1") as chip:
chip.enable_trace()
in_x_s16 = Tensor(GM_MEM, INT_16_TYPE, [4, 2048], format=FORMAT_TYPE)
in_y_s16 = Tensor(GM_MEM, INT_16_TYPE, [4, 2048], format=FORMAT_TYPE)
in_z_s8 = Tensor(GM_MEM, INT_8_TYPE, [4, 2048], format=FORMAT_TYPE)
out_y1 = my_vaddreluconv(in_x_s16, in_y_s16)
in_z_s8.load(out_y1)
trace_file = os.path.join(chip.output_dir, self.TRACE_FILE)
self.assertTrue(os.path.exists(trace_file))
self.clean()
def test_vaddreluconv_f162s8_expect_trace_successful_create(self):
with Chip("Ascend910B1") as chip:
chip.enable_trace()
in_x_f16 = Tensor(GM_MEM, FP_16_TYPE, [4, 2048], format=FORMAT_TYPE)
in_y_f16 = Tensor(GM_MEM, FP_16_TYPE, [4, 2048], format=FORMAT_TYPE)
in_z_s8 = Tensor(GM_MEM, INT_8_TYPE, [4, 2048], format=FORMAT_TYPE)
out_y1 = my_vaddreluconv(in_x_f16, in_y_f16)
in_z_s8.load(out_y1)
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()