added = x + y
summed = added.sum(axis=1)
return summed
def call_function():
x = np.random.randn(1000, 1000)
y = np.random.randn(1000, 1000)
return add_and_sum(x, y)
x = np.random.randn(3000, 3000)
y = np.random.randn(3000, 3000)
%lprun -f add_and_sum add_and_sum(x,y)
Timer unit: 1e-06 s
Total time: 0.104848 s
File: <ipython-input-1-d7add890ce66>
Function: add_and_sum at line 1
Line # Hits Time Per Hit % Time Line Contents
==============================================================
1 def add_and_sum(x, y):
2 1 87601 87601.0 83.6 added = x + y
3 1 17244 17244.0 16.4 summed = added.sum(axis=1)
4 1 3 3.0 0.0 return summed
%lprun -f add_and_sum call_function()
Timer unit: 1e-06 s
Total time: 0.009731 s
File: <ipython-input-1-d7add890ce66>
Function: add_and_sum at line 1
Line # Hits Time Per Hit % Time Line Contents
==============================================================
1 def add_and_sum(x, y):
2 1 7852 7852.0 80.7 added = x + y
3 1 1875 1875.0 19.3 summed = added.sum(axis=1)
4 1 4 4.0 0.0 return summed
%lprun -f add_and_sum -f call_function call_function()
Timer unit: 1e-06 s
Total time: 0.009769 s
File: <ipython-input-1-d7add890ce66>
Function: add_and_sum at line 1
Line # Hits Time Per Hit % Time Line Contents
==============================================================
1 def add_and_sum(x, y):
2 1 7939 7939.0 81.3 added = x + y
3 1 1828 1828.0 18.7 summed = added.sum(axis=1)
4 1 2 2.0 0.0 return summed
Total time: 0.176444 s
File: <ipython-input-1-d7add890ce66>
Function: call_function at line 6
Line # Hits Time Per Hit % Time Line Contents
==============================================================
6 def call_function():
7 1 88332 88332.0 50.1 x = np.random.randn(1000, 1000)
8 1 78309 78309.0 44.4 y = np.random.randn(1000, 1000)
9 1 9803 9803.0 5.6 return add_and_sum(x, y)
Reviewed by Admin on
Rating: 5 out of 5
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