Systems and methods for decompressing neural network coefficients

A method for decompressing data, the method comprising:

• receiving a sequence of bits;
• searching for, starting from a first start point, at least one of a variable length codeword or a bypass indicator in the sequence, the first start point being a start point of the sequence;
• when a bypass indicator is found from the first start point:
• determining at least one neural network coefficient related value (NNCRV) that is non-compressed and follows the bypass indicator;
• outputting the at least one NNCRV;
• and
• designating a bit in the sequence that follows the at least one NNCRV as a second starting point;
• and
• when a variable length codeword is found from the first start point:
• determining at least one NNCRV based on the variable length codeword;
• outputting the at least one NNCRV;
• and
• designating a bit in the sequence that follows the variable length codeword as a third starting point, wherein a maximal length of the variable length codeword does not exceed a predefined size;
• and
• searching for, starting from the second or third start point, at least one of a next variable length codeword or a next bypass indicator in the sequence.

A system for decompressing data, the system comprising:

• at least one processor comprising circuitry and a memory, wherein the memory includes instructions that when executed by the circuitry cause the at least one processor to:
• receive a sequence of bits;
• search for, starting from a first start point, at least one of a variable length codeword or a bypass indicator in the sequence, the first start point being a start point of the sequence;
• when a bypass indicator is found from the first start point:
• determine at least one neural network coefficient related value (NNCRV) that is non-compressed and follows the bypass indicator;
• output the at least one NNCRV;
• and
• designate a bit in the sequence that follows the at least one NNCRV as a second starting point;
• and
• when a variable length codeword is found from the first start point:
• determine at least one NNCRV based on the variable length codeword;
• output the at least one NNCRV;
• and
• designate a bit in the sequence that follows the variable length codeword as a third starting point, wherein a maximal length of the variable length codeword does not exceed a predefined size;
• and
• search for, starting from the second or third start point, at least one of a next variable length codeword or a next bypass indicator in the sequence.

A non-transitory computer readable medium containing instructions that when executed by at least one processor, cause the at least one processor to perform operations comprising:

• receiving a sequence of bits;
• searching for, starting from a first start point, at least one of a variable length codeword or a bypass indicator in the sequence, the first start point being a start point of the sequence;
• when a bypass indicator is found from the first start point:
• determining at least one neural network coefficient related value (NNCRV) that is non-compressed and follows the bypass indicator;
• outputting the at least one NNCRV;
• and
• designating a bit in the sequence that follows the at least one NNCRV as a second starting point;
• and
• when a variable length codeword is found from the first start point:
• determining at least one NNCRV based on the variable length codeword;
• outputting the at least one NNCRV;
• and
• designating a bit in the sequence that follows the variable length codeword as a third starting point, wherein a maximal length of the variable length codeword does not exceed a predefined size;
• and
• searching for, starting from the second or third start point, at least one of a next variable length codeword or a next bypass indicator in the sequence.