Convert integer to pytorch tensor of binary bits
Given an number and an encoding length, how can I convert the number to its binary representation as a tensor?
Eg, given the number 6 and width 8 , how can I obtain the tensor:
4 Answers 4
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If you wanna reverse the order of bits, use it with torch.arange(bits-1,-1,-1) instead.
Tiana's answer was a good one. BTW, to convert Tiana's 2-base result back to 10-base numbers, one can do like this:
Yes, in general cases you can use .byte() here. I used .float() because Binaryx交易所 I needed to pass the results to a third-party evaluating program, which required the bits in float format. Anyway, all the numbers were still either 0 or 1 .
If the input is unsigned bytes and the output width is 8 bits:
Note that unpackbits() only operates with Binaryx交易所 np.uint8 .
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