Description of fast matrix multiplication algorithm: ⟨9×13×13:981⟩

Algorithm type

8⁢X4⁢Y6⁢Z4+54⁢X4⁢Y4⁢Z4+2⁢X3⁢Y5⁢Z4+5⁢X2⁢Y8⁢Z2+4⁢X4⁢Y4⁢Z3+2⁢X4⁢Y3⁢Z4+X2⁢Y7⁢Z2+8⁢X6⁢Y2⁢Z2+12⁢X4⁢Y4⁢Z2+7⁢X4⁢Y2⁢Z4+3⁢X3⁢Y3⁢Z4+16⁢X2⁢Y6⁢Z2+2⁢X2⁢Y2⁢Z6+3⁢X2⁢Y5⁢Z2+16⁢X2⁢Y3⁢Z4+4⁢X2⁢Y2⁢Z5+26⁢X4⁢Y2⁢Z2+2⁢X3⁢Y⁢Z4+40⁢X2⁢Y4⁢Z2+107⁢X2⁢Y2⁢Z4+2⁢X2⁢Y⁢Z5+X⁢Y5⁢Z2+6⁢X⁢Y⁢Z6+2⁢X3⁢Y2⁢Z2+X3⁢Y⁢Z3+23⁢X2⁢Y3⁢Z2+7⁢X2⁢Y2⁢Z3+13⁢X2⁢Y⁢Z4+8⁢X⁢Y4⁢Z2+4⁢X⁢Y2⁢Z4+3⁢X⁢Y⁢Z5+7⁢X3⁢Y2⁢Z+12⁢X3⁢Y⁢Z2+118⁢X2⁢Y2⁢Z2+4⁢X2⁢Y⁢Z3+10⁢X⁢Y4⁢Z+34⁢X⁢Y3⁢Z2+10⁢X⁢Y⁢Z4+8⁢X3⁢Y⁢Z+67⁢X2⁢Y⁢Z2+46⁢X⁢Y3⁢Z+90⁢X⁢Y2⁢Z2+13⁢X⁢Y⁢Z3+18⁢X2⁢Y⁢Z+71⁢X⁢Y2⁢Z+43⁢X⁢Y⁢Z2+38⁢X⁢Y⁢Z8X4Y6Z454X4Y4Z42X3Y5Z45X2Y8Z24X4Y4Z32X4Y3Z4X2Y7Z28X6Y2Z212X4Y4Z27X4Y2Z43X3Y3Z416X2Y6Z22X2Y2Z63X2Y5Z216X2Y3Z44X2Y2Z526X4Y2Z22X3YZ440X2Y4Z2107X2Y2Z42X2YZ5XY5Z26XYZ62X3Y2Z2X3YZ323X2Y3Z27X2Y2Z313X2YZ48XY4Z24XY2Z43XYZ57X3Y2Z12X3YZ2118X2Y2Z24X2YZ310XY4Z34XY3Z210XYZ48X3YZ67X2YZ246XY3Z90XY2Z213XYZ318X2YZ71XY2Z43XYZ238XYZ8*X^4*Y^6*Z^4+54*X^4*Y^4*Z^4+2*X^3*Y^5*Z^4+5*X^2*Y^8*Z^2+4*X^4*Y^4*Z^3+2*X^4*Y^3*Z^4+X^2*Y^7*Z^2+8*X^6*Y^2*Z^2+12*X^4*Y^4*Z^2+7*X^4*Y^2*Z^4+3*X^3*Y^3*Z^4+16*X^2*Y^6*Z^2+2*X^2*Y^2*Z^6+3*X^2*Y^5*Z^2+16*X^2*Y^3*Z^4+4*X^2*Y^2*Z^5+26*X^4*Y^2*Z^2+2*X^3*Y*Z^4+40*X^2*Y^4*Z^2+107*X^2*Y^2*Z^4+2*X^2*Y*Z^5+X*Y^5*Z^2+6*X*Y*Z^6+2*X^3*Y^2*Z^2+X^3*Y*Z^3+23*X^2*Y^3*Z^2+7*X^2*Y^2*Z^3+13*X^2*Y*Z^4+8*X*Y^4*Z^2+4*X*Y^2*Z^4+3*X*Y*Z^5+7*X^3*Y^2*Z+12*X^3*Y*Z^2+118*X^2*Y^2*Z^2+4*X^2*Y*Z^3+10*X*Y^4*Z+34*X*Y^3*Z^2+10*X*Y*Z^4+8*X^3*Y*Z+67*X^2*Y*Z^2+46*X*Y^3*Z+90*X*Y^2*Z^2+13*X*Y*Z^3+18*X^2*Y*Z+71*X*Y^2*Z+43*X*Y*Z^2+38*X*Y*Z

Algorithm definition

The algorithm ⟨9×13×13:981⟩ 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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