Cpp

Search

how to find the mean and standard deviation of trqiing dataset in pytorch

def mean_std(loader):
    mean = 0.0
    std = 0.0
    total_images_count = 0
    for images, _ in loader:
        image_count_in_a_batch = images.size(0)
        images = images.view(image_count_in_a_batch, images.size(1), -1)
        mean += (images * 1.0).mean(2).sum(0)
        std += (images * 1.0).std(2).sum(0)
        total_images_count += image_count_in_a_batch
    mean /= total_images_count
    std /= total_images_count
    return mean, std

(tensor([112.1058, 126.2224,  79.7943]), tensor([49.5487, 50.0356, 43.0908]))

Comment

PREVIOUS	NEXT

Code Example
Cpp :: Configuring an c++ OpenCV project with Cmake
Cpp :: android call custom managed method from native code
Cpp :: The program must enter a natural number n from the console and find the number previous to n that is not divisible by 2 , 3 and 5 .
Cpp :: MPI_File_seek
Cpp :: c++ negate boolean
Cpp :: C++ 4.3.2 (gcc-4.3.2) sample
Cpp :: simple interest rate
Cpp :: return value optimization example
Cpp :: error when using template base class members
Cpp :: assoc-right antlr
Cpp :: compile c++ MPI Program
Cpp :: write c++ code using glbegin and gland() function
Cpp :: if c++
Cpp :: c++ is nan
Cpp :: binpow in fenwick tree
Cpp :: C++ Area and Circumference of a Circle
Cpp :: void pointer c++
Cpp :: can derived class access private members
Cpp :: c++ forloop
C :: trie tableau c
C :: how to store a user input with spaces in c
C :: c string is int
C :: golden cobblestone modpack
C :: c data types
C :: Calculator_C
C :: get current used proxy windows 7
C :: c integer to string
C :: ROUNDING decimal number in C
C :: how to scan in c
C :: limit axis in one direction plt

Search

CPP

how to find the mean and standard deviation of trqiing dataset in pytorch

ADD CONTENT