import json
import os
import unittest
from test.utils.test_base import TestBase
from mskpp import Tensor, Chip
NHWC_MEM = "NHWC"
class TestCopy(TestBase):
TRACE_FILE = 'trace.json'
def clean(self):
work_dir = os.getcwd()
self.batch_delete_folders(work_dir, 'MSKPP_*')
def test_expect_fb_bt_start_after_mov_l1(self):
with Chip("Ascend910B1") as chip:
chip.enable_trace()
gm2l1_end = 0
for _ in range(2):
in_x = Tensor("GM", "FP16", [64], format="ND")
l1_x = Tensor("L1")
fp_x = Tensor("FB")
bt_x = Tensor("BT")
l1_x.load(in_x)
l1_x_to_fp = l1_x[0:32]
l1_x_to_bt = l1_x[32:64]
fp_x.load(l1_x_to_fp)
bt_x.load(l1_x_to_bt)
trace_file = os.path.join(chip.output_dir, self.TRACE_FILE)
with open(trace_file) as f:
trace_contents = json.load(f)
for content in trace_contents.get("traceEvents"):
if content.get("name") == "MOV-GM_TO_L1":
gm2l1_end = content.get("ts") + content.get("dur")
if content.get("name") == "MOV-L1_TO_FB":
l12fp_start = content.get("ts")
self.assertAlmostEqual(gm2l1_end, l12fp_start)
if content.get("name") == "MOV-L1_TO_BT":
l12bt_start = content.get("ts")
self.assertAlmostEqual(gm2l1_end, l12bt_start)
self.clean()
def test_move_gm2l1_nd2nz_expect_tensor_format_trans_keep(self):
with Chip("Ascend910B1"):
for _ in range(2):
in_x = Tensor("GM", "FP16", [128, 256], format="ND")
l1_x1 = Tensor("L1", format="NZ")
l1_x2 = Tensor("L1", format="NZ")
l1_x1.load(in_x[127, 0:128])
l1_x2.load(in_x[127, 128:])
self.assertEqual(l1_x1.format, "NZ")
self.assertEqual(l1_x2.format, "NZ")
self.clean()
def test_move_l0c2gm_nz2nd_expect_tensor_format_trans_keep(self):
with Chip("Ascend910B1"):
for _ in range(2):
l0cout_x = Tensor("L0C", "FP16", [128, 256], format="NC1HWC0", is_inited=True)
gm_x1 = Tensor("GM", format=NHWC_MEM)
gm_x2 = Tensor("GM", format=NHWC_MEM)
gm_x1.load(l0cout_x[127, 0:128])
gm_x2.load(l0cout_x[127, 128:])
self.assertEqual(gm_x1.format, NHWC_MEM)
self.assertEqual(gm_x2.format, NHWC_MEM)
self.clean()
if __name__ == '__main__':
unittest.main()