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v3.9 (#2185)

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* v3.8 update x

* fix blackwell gg

* doc change

* doc change

* doc change

---------

Co-authored-by: yuzhai <yuzhai@nvidia.com>
Co-authored-by: Haicheng Wu <haichengw@nvidia.com>
Co-authored-by: Haicheng Wu <57973641+hwu36@users.noreply.github.com>
This commit is contained in:
Yujia Zhai
2025-03-20 22:52:23 -07:00
committed by GitHub
parent 8c4d1dc47d
commit 62750a2b75
334 changed files with 91517 additions and 2656 deletions
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7
python/pycute/int_tuple.py
View File

@@ -117,12 +117,7 @@ def shape_div(a, b):
return shape_div(a, product(b))
else: # "int" "int"
assert a % b == 0 or b % a == 0
#return -(-a // b) # Python exclusive impl: "//" is always floor div
if a % b == 0:
return a // b
else:
return signum(a*b)
return (a + b - 1) // b
# Exclusive prefix product with output congruent to input a
def prefix_product(a, init=1):

31
python/pycute/layout.py
View File

@@ -204,19 +204,28 @@ def composition(layoutA, layoutB):
else:
result_shape = []
result_stride = []
rest_shape = layoutB.shape
rest_stride = layoutB.stride
for (s, d) in zip(flatten(layoutA.shape)[:-1], flatten(layoutA.stride)[:-1]):
s1 = shape_div(s, rest_stride)
result_shape.append(min(s1,rest_shape))
result_stride.append(rest_stride * d)
rest_shape = shape_div(rest_shape, abs(s1))
rest_stride = shape_div(rest_stride, s)
rest_shape = layoutB.shape
rest_stride = layoutB.stride
flat_A = coalesce(layoutA)
for (curr_shape, curr_stride) in zip(flatten(flat_A.shape)[:-1], flatten(flat_A.stride)[:-1]):
assert curr_shape % rest_stride == 0 or rest_stride % curr_shape == 0
new_shape = min(max(1, curr_shape // rest_stride), rest_shape)
result_shape.append(rest_shape)
result_stride.append(rest_stride * flatten(layoutA.stride)[-1])
if new_shape != 1:
result_shape.append(new_shape)
result_stride.append(rest_stride * curr_stride)
return coalesce(Layout(tuple(result_shape), tuple(result_stride)))
rest_shape = rest_shape // new_shape
rest_stride = -(-rest_stride // curr_shape) # Python exclusive impl: "//" is always floor div so == ceil_div(abs(rest_stride), curr_shape) * signum(rest_stride)
if rest_shape != 1 or len(result_shape) == 0:
result_shape.append(rest_shape)
result_stride.append(rest_stride * flatten(flat_A.stride)[-1])
if len(result_shape) == 1:
return Layout(result_shape[0], result_stride[0])
else:
return Layout(tuple(result_shape), tuple(result_stride))
# Layout complement