def run_test(in_file):
count = 0
with open(in_file, 'rb') as f:
while True:
try:
args = pickle.load(f)
except EOFError:
break
with nvtx.profile_range('original'):
res_orig = cell_connectivity_original(*args)
with nvtx.profile_range('current in hexrd'):
res_current = cellConnectivity(*args)
with nvtx.profile_range('numba'):
res_numba = cell_connectivity_numba(*args)
with nvtx.profile_range('numba_bis'):
res_numba = cell_connectivity_numba(*args)
assert np.allclose(res_current, res_orig)
assert np.allclose(res_current, res_numba)
count += 1
def run_test(in_file):
count = 0
with open(in_file, 'rb') as f:
while True:
try:
args = pickle.load(f)
except EOFError:
break
with nvtx.profile_range('original'):
res_orig = cell_connectivity_original(*args)
with nvtx.profile_range('current in hexrd'):
res_current = cellConnectivity(*args)
with nvtx.profile_range('numba'):
res_numba = cell_connectivity_numba(*args)
with nvtx.profile_range('numba_bis'):
res_numba = cell_connectivity_numba(*args)
assert np.allclose(res_current, res_orig)
assert np.allclose(res_current, res_numba)
count += 1
def test_cellcentroids(in_file):
count = 0
with open(in_file, 'rb') as f:
while True:
try:
args = pickle.load(f)
except EOFError:
break
with nvtx.profile_range('original'):
res_orig = cell_centroids_original(*args)
with nvtx.profile_range('current in hexrd'):
res_current = cellCentroids(*args)
with nvtx.profile_range('numba1'):
res_numba1 = cell_centroids_opt1(*args)
with nvtx.profile_range('numba1_bis'):
res_numba1 = cell_centroids_opt1(*args)
with nvtx.profile_range('numba'):
res_numba = cell_centroids_numba(*args)
with nvtx.profile_range('numba_bis'):
res_numba = cell_centroids_numba(*args)
assert np.allclose(res_current, res_orig)
assert np.allclose(res_current, res_numba1)
assert np.allclose(res_current, res_numba)
count += 1
def test_ge41rt(in_file):
_colors = [
nvtx.colors.cyan, nvtx.colors.magenta, nvtx.colors.yellow,
nvtx.colors.black
]
count = 0
with open(in_file, 'rb') as f:
while True:
try:
args = pickle.load(f)
except EOFError:
break
with nvtx.profile_range('ge_41rt',
color=_colors[(count * 2) % len(_colors)],
payload=args[1].shape[0]):
res = GE_41RT(*args)
with nvtx.profile_range('ge_41rt_bis',
color=_colors[(count * 2) % len(_colors)],
payload=args[1].shape[0]):
res = GE_41RT(*args)
with nvtx.profile_range('ge_41rt_opt',
color=_colors[(count * 2 + 1) %
len(_colors)],
payload=args[1].shape[0]):
res_opt = GE_41RT_opt(*args)
with nvtx.profile_range('ge_41rt_newton',
color=_colors[(count * 2 + 1) %
len(_colors)],
payload=args[1].shape[0]):
res_newton = GE_41RT_newton(*args)
with nvtx.profile_range('ge_41rt_newton_numba',
color=_colors[(count * 2 + 1) %
len(_colors)],
payload=args[1].shape[0]):
res_newton_numba = GE_41RT_newton_numba(*args)
with nvtx.profile_range('ge_41rt_newton_numba_bis',
color=_colors[(count * 2 + 1) %
len(_colors)],
payload=args[1].shape[0]):
res_newton_numba = GE_41RT_newton_numba(*args)
with nvtx.profile_range('ge_41rt_newton_numba_full',
color=_colors[(count * 2 + 1) %
len(_colors)],
payload=args[1].shape[0]):
res_newton_numba_full = GE_41RT_newton_numba_full(*args)
with nvtx.profile_range('ge_41rt_newton_numba_full_bis',
color=_colors[(count * 2 + 1) %
len(_colors)],
payload=args[1].shape[0]):
res_newton_numba_full = GE_41RT_newton_numba_full(*args)
with nvtx.profile_range('ge_41rt_newton_numba_full_exp',
color=_colors[(count * 2 + 1) %
len(_colors)],
payload=args[1].shape[0]):
res_newton_numba_full = GE_41RT_newton_numba_full_exp(*args)
with nvtx.profile_range('ge_41rt_newton_numba_full_exp_bis',
color=_colors[(count * 2 + 1) %
len(_colors)],
payload=args[1].shape[0]):
res_newton_numba_full = GE_41RT_newton_numba_full_exp(*args)
assert np.allclose(res, res_opt)
assert np.allclose(res, res_newton)
assert np.allclose(res, res_newton_numba)
assert np.allclose(res, res_newton_numba_full)
count += 1
def test_ge41rt(in_file):
_colors = [nvtx.colors.cyan, nvtx.colors.magenta,
nvtx.colors.yellow, nvtx.colors.black]
count = 0
with open(in_file, 'rb') as f:
while True:
try:
args = pickle.load(f)
except EOFError:
break
with nvtx.profile_range('ge_41rt',
color=_colors[(count*2)%len(_colors)],
payload=args[1].shape[0]):
res = GE_41RT(*args)
with nvtx.profile_range('ge_41rt_bis',
color=_colors[(count*2)%len(_colors)],
payload=args[1].shape[0]):
res = GE_41RT(*args)
with nvtx.profile_range('ge_41rt_opt',
color=_colors[(count*2+1)%len(_colors)],
payload=args[1].shape[0]):
res_opt = GE_41RT_opt(*args)
with nvtx.profile_range('ge_41rt_newton',
color=_colors[(count*2+1)%len(_colors)],
payload=args[1].shape[0]):
res_newton = GE_41RT_newton(*args)
with nvtx.profile_range('ge_41rt_newton_numba',
color=_colors[(count*2+1)%len(_colors)],
payload=args[1].shape[0]):
res_newton_numba = GE_41RT_newton_numba(*args)
with nvtx.profile_range('ge_41rt_newton_numba_bis',
color=_colors[(count*2+1)%len(_colors)],
payload=args[1].shape[0]):
res_newton_numba = GE_41RT_newton_numba(*args)
with nvtx.profile_range('ge_41rt_newton_numba_full',
color=_colors[(count*2+1)%len(_colors)],
payload=args[1].shape[0]):
res_newton_numba_full = GE_41RT_newton_numba_full(*args)
with nvtx.profile_range('ge_41rt_newton_numba_full_bis',
color=_colors[(count*2+1)%len(_colors)],
payload=args[1].shape[0]):
res_newton_numba_full = GE_41RT_newton_numba_full(*args)
with nvtx.profile_range('ge_41rt_newton_numba_full_exp',
color=_colors[(count*2+1)%len(_colors)],
payload=args[1].shape[0]):
res_newton_numba_full = GE_41RT_newton_numba_full_exp(*args)
with nvtx.profile_range('ge_41rt_newton_numba_full_exp_bis',
color=_colors[(count*2+1)%len(_colors)],
payload=args[1].shape[0]):
res_newton_numba_full = GE_41RT_newton_numba_full_exp(*args)
assert np.allclose(res, res_opt)
assert np.allclose(res, res_newton)
assert np.allclose(res, res_newton_numba)
assert np.allclose(res, res_newton_numba_full)
count += 1