Description of fast matrix multiplication algorithm: ⟨9×13×16:1167⟩

Algorithm type

X4⁢Y6⁢Z4+18⁢X4⁢Y5⁢Z4+58⁢X4⁢Y4⁢Z4+8⁢X3⁢Y5⁢Z4+3⁢X9⁢Y⁢Z+2⁢X4⁢Y5⁢Z2+2⁢X2⁢Y7⁢Z2+X2⁢Y5⁢Z4+X2⁢Y3⁢Z6+7⁢X⁢Y⁢Z9+22⁢X6⁢Y2⁢Z2+3⁢X5⁢Y3⁢Z2+9⁢X4⁢Y4⁢Z2+X3⁢Y5⁢Z2+2⁢X3⁢Y3⁢Z4+27⁢X2⁢Y6⁢Z2+33⁢X2⁢Y4⁢Z4+37⁢X2⁢Y2⁢Z6+X⁢Y5⁢Z4+4⁢X7⁢Y⁢Z+2⁢X5⁢Y2⁢Z2+3⁢X4⁢Y4⁢Z+18⁢X4⁢Y3⁢Z2+3⁢X3⁢Y4⁢Z2+2⁢X3⁢Y3⁢Z3+X2⁢Y6⁢Z+29⁢X2⁢Y5⁢Z2+47⁢X2⁢Y3⁢Z4+2⁢X⁢Y7⁢Z+3⁢X⁢Y6⁢Z2+9⁢X⁢Y2⁢Z6+3⁢X6⁢Y⁢Z+X4⁢Y3⁢Z+32⁢X4⁢Y2⁢Z2+3⁢X3⁢Y4⁢Z+3⁢X3⁢Y3⁢Z2+90⁢X2⁢Y4⁢Z2+33⁢X2⁢Y2⁢Z4+19⁢X⁢Y6⁢Z+7⁢X⁢Y5⁢Z2+9⁢X⁢Y⁢Z6+2⁢X4⁢Y2⁢Z+7⁢X3⁢Y3⁢Z+6⁢X3⁢Y2⁢Z2+11⁢X3⁢Y⁢Z3+3⁢X2⁢Y4⁢Z+36⁢X2⁢Y3⁢Z2+3⁢X2⁢Y2⁢Z3+11⁢X⁢Y5⁢Z+20⁢X⁢Y4⁢Z2+10⁢X⁢Y3⁢Z3+5⁢X⁢Y2⁢Z4+15⁢X3⁢Y2⁢Z+8⁢X3⁢Y⁢Z2+34⁢X2⁢Y3⁢Z+83⁢X2⁢Y2⁢Z2+3⁢X2⁢Y⁢Z3+38⁢X⁢Y4⁢Z+48⁢X⁢Y3⁢Z2+25⁢X⁢Y2⁢Z3+2⁢X⁢Y⁢Z4+17⁢X3⁢Y⁢Z+11⁢X2⁢Y2⁢Z+28⁢X2⁢Y⁢Z2+49⁢X⁢Y3⁢Z+65⁢X⁢Y2⁢Z2+15⁢X⁢Y⁢Z3+18⁢X2⁢Y⁢Z+26⁢X⁢Y2⁢Z+9⁢X⁢Y⁢Z2X4Y6Z418X4Y5Z458X4Y4Z48X3Y5Z43X9YZ2X4Y5Z22X2Y7Z2X2Y5Z4X2Y3Z67XYZ922X6Y2Z23X5Y3Z29X4Y4Z2X3Y5Z22X3Y3Z427X2Y6Z233X2Y4Z437X2Y2Z6XY5Z44X7YZ2X5Y2Z23X4Y4Z18X4Y3Z23X3Y4Z22X3Y3Z3X2Y6Z29X2Y5Z247X2Y3Z42XY7Z3XY6Z29XY2Z63X6YZX4Y3Z32X4Y2Z23X3Y4Z3X3Y3Z290X2Y4Z233X2Y2Z419XY6Z7XY5Z29XYZ62X4Y2Z7X3Y3Z6X3Y2Z211X3YZ33X2Y4Z36X2Y3Z23X2Y2Z311XY5Z20XY4Z210XY3Z35XY2Z415X3Y2Z8X3YZ234X2Y3Z83X2Y2Z23X2YZ338XY4Z48XY3Z225XY2Z32XYZ417X3YZ11X2Y2Z28X2YZ249XY3Z65XY2Z215XYZ318X2YZ26XY2Z9XYZ2X^4*Y^6*Z^4+18*X^4*Y^5*Z^4+58*X^4*Y^4*Z^4+8*X^3*Y^5*Z^4+3*X^9*Y*Z+2*X^4*Y^5*Z^2+2*X^2*Y^7*Z^2+X^2*Y^5*Z^4+X^2*Y^3*Z^6+7*X*Y*Z^9+22*X^6*Y^2*Z^2+3*X^5*Y^3*Z^2+9*X^4*Y^4*Z^2+X^3*Y^5*Z^2+2*X^3*Y^3*Z^4+27*X^2*Y^6*Z^2+33*X^2*Y^4*Z^4+37*X^2*Y^2*Z^6+X*Y^5*Z^4+4*X^7*Y*Z+2*X^5*Y^2*Z^2+3*X^4*Y^4*Z+18*X^4*Y^3*Z^2+3*X^3*Y^4*Z^2+2*X^3*Y^3*Z^3+X^2*Y^6*Z+29*X^2*Y^5*Z^2+47*X^2*Y^3*Z^4+2*X*Y^7*Z+3*X*Y^6*Z^2+9*X*Y^2*Z^6+3*X^6*Y*Z+X^4*Y^3*Z+32*X^4*Y^2*Z^2+3*X^3*Y^4*Z+3*X^3*Y^3*Z^2+90*X^2*Y^4*Z^2+33*X^2*Y^2*Z^4+19*X*Y^6*Z+7*X*Y^5*Z^2+9*X*Y*Z^6+2*X^4*Y^2*Z+7*X^3*Y^3*Z+6*X^3*Y^2*Z^2+11*X^3*Y*Z^3+3*X^2*Y^4*Z+36*X^2*Y^3*Z^2+3*X^2*Y^2*Z^3+11*X*Y^5*Z+20*X*Y^4*Z^2+10*X*Y^3*Z^3+5*X*Y^2*Z^4+15*X^3*Y^2*Z+8*X^3*Y*Z^2+34*X^2*Y^3*Z+83*X^2*Y^2*Z^2+3*X^2*Y*Z^3+38*X*Y^4*Z+48*X*Y^3*Z^2+25*X*Y^2*Z^3+2*X*Y*Z^4+17*X^3*Y*Z+11*X^2*Y^2*Z+28*X^2*Y*Z^2+49*X*Y^3*Z+65*X*Y^2*Z^2+15*X*Y*Z^3+18*X^2*Y*Z+26*X*Y^2*Z+9*X*Y*Z^2

Algorithm definition

The algorithm ⟨9×13×16:1167⟩ is taken from:

Andrew I. Perminov. FastMatrixMultiplication, GitHub, February 2026. [ GitHub repository ]

Algorithm description

These encodings are given in compressed text format using the maple computer algebra system. In each cases, the last line could be understood as a description of the encoding with respect to classical matrix multiplication algorithm. As these outputs are structured, one can construct easily a parser to its favorite format using the maple documentation without this software.


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