Split python scripts

This commit is contained in:
2024-03-22 20:03:22 +01:00
parent 87db47089e
commit 9ecd51c63a
7 changed files with 89 additions and 62 deletions

41
tools/pooling_test.py Normal file
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import torch
from utils import print_cpp_vector
def _get_pool_input():
return torch.tensor([
0.573, 0.619, 0.732, 0.055,
0.243, 0.316, 0.573, 0.619,
0.712, 0.055, 0.243, 0.316,
0.573, 0.619, 0.742, 0.055,
0.473, 0.919, 0.107, 0.073,
0.073, 0.362, 0.973, 0.059,
0.473, 0.455, 0.283, 0.416,
0.532, 0.819, 0.732, 0.850
]).reshape(1, 2, 4, 4)
def gen_max_pool_test_result():
input = _get_pool_input()
output = torch.nn.MaxPool2d(kernel_size=2, stride=2)(input)
output = torch.flatten(output)
print_cpp_vector(output)
def gen_avg_pool_test_result():
input = _get_pool_input()
output = torch.nn.AvgPool2d(kernel_size=2, stride=2)(input)
output = torch.flatten(output)
print_cpp_vector(output)
if __name__ == "__main__":
print("Generating test results...")
print("Max pool test:")
gen_max_pool_test_result()
print("Avg pool test:")
gen_avg_pool_test_result()