Description of fast matrix multiplication algorithm: ⟨9×12×13:878⟩

Algorithm type

16⁢X6⁢Y6⁢Z4+8⁢X6⁢Y6⁢Z3+16⁢X6⁢Y6⁢Z2+6⁢X4⁢Y4⁢Z6+31⁢X4⁢Y4⁢Z5+15⁢X4⁢Y4⁢Z4+X4⁢Y4⁢Z3+16⁢X3⁢Y3⁢Z5+X4⁢Y4⁢Z2+16⁢X3⁢Y3⁢Z4+16⁢X2⁢Y2⁢Z6+32⁢X4⁢Y2⁢Z3+32⁢X3⁢Y3⁢Z3+X3⁢Y⁢Z5+32⁢X2⁢Y4⁢Z3+3⁢X2⁢Y3⁢Z4+49⁢X2⁢Y2⁢Z5+3⁢X2⁢Y⁢Z6+X⁢Y2⁢Z6+X⁢Y⁢Z7+20⁢X4⁢Y2⁢Z2+12⁢X3⁢Y3⁢Z2+2⁢X3⁢Y2⁢Z3+X3⁢Y⁢Z4+20⁢X2⁢Y4⁢Z2+5⁢X2⁢Y3⁢Z3+56⁢X2⁢Y2⁢Z4+3⁢X2⁢Y⁢Z5+4⁢X⁢Y4⁢Z3+4⁢X⁢Y2⁢Z5+4⁢X⁢Y⁢Z6+2⁢X4⁢Y2⁢Z+4⁢X3⁢Y3⁢Z+8⁢X3⁢Y2⁢Z2+14⁢X3⁢Y⁢Z3+2⁢X2⁢Y4⁢Z+47⁢X2⁢Y2⁢Z3+2⁢X2⁢Y⁢Z4+4⁢X⁢Y4⁢Z2+5⁢X⁢Y3⁢Z3+4⁢X⁢Y2⁢Z4+16⁢X⁢Y⁢Z5+2⁢X3⁢Y2⁢Z+2⁢X3⁢Y⁢Z2+12⁢X2⁢Y2⁢Z2+62⁢X2⁢Y⁢Z3+9⁢X⁢Y3⁢Z2+72⁢X⁢Y2⁢Z3+17⁢X⁢Y⁢Z4+6⁢X3⁢Y⁢Z+28⁢X2⁢Y⁢Z2+6⁢X⁢Y3⁢Z+48⁢X⁢Y2⁢Z2+14⁢X⁢Y⁢Z3+18⁢X2⁢Y⁢Z+27⁢X⁢Y2⁢Z+13⁢X⁢Y⁢Z2+7⁢X⁢Y⁢Z16X6Y6Z48X6Y6Z316X6Y6Z26X4Y4Z631X4Y4Z515X4Y4Z4X4Y4Z316X3Y3Z5X4Y4Z216X3Y3Z416X2Y2Z632X4Y2Z332X3Y3Z3X3YZ532X2Y4Z33X2Y3Z449X2Y2Z53X2YZ6XY2Z6XYZ720X4Y2Z212X3Y3Z22X3Y2Z3X3YZ420X2Y4Z25X2Y3Z356X2Y2Z43X2YZ54XY4Z34XY2Z54XYZ62X4Y2Z4X3Y3Z8X3Y2Z214X3YZ32X2Y4Z47X2Y2Z32X2YZ44XY4Z25XY3Z34XY2Z416XYZ52X3Y2Z2X3YZ212X2Y2Z262X2YZ39XY3Z272XY2Z317XYZ46X3YZ28X2YZ26XY3Z48XY2Z214XYZ318X2YZ27XY2Z13XYZ27XYZ16*X^6*Y^6*Z^4+8*X^6*Y^6*Z^3+16*X^6*Y^6*Z^2+6*X^4*Y^4*Z^6+31*X^4*Y^4*Z^5+15*X^4*Y^4*Z^4+X^4*Y^4*Z^3+16*X^3*Y^3*Z^5+X^4*Y^4*Z^2+16*X^3*Y^3*Z^4+16*X^2*Y^2*Z^6+32*X^4*Y^2*Z^3+32*X^3*Y^3*Z^3+X^3*Y*Z^5+32*X^2*Y^4*Z^3+3*X^2*Y^3*Z^4+49*X^2*Y^2*Z^5+3*X^2*Y*Z^6+X*Y^2*Z^6+X*Y*Z^7+20*X^4*Y^2*Z^2+12*X^3*Y^3*Z^2+2*X^3*Y^2*Z^3+X^3*Y*Z^4+20*X^2*Y^4*Z^2+5*X^2*Y^3*Z^3+56*X^2*Y^2*Z^4+3*X^2*Y*Z^5+4*X*Y^4*Z^3+4*X*Y^2*Z^5+4*X*Y*Z^6+2*X^4*Y^2*Z+4*X^3*Y^3*Z+8*X^3*Y^2*Z^2+14*X^3*Y*Z^3+2*X^2*Y^4*Z+47*X^2*Y^2*Z^3+2*X^2*Y*Z^4+4*X*Y^4*Z^2+5*X*Y^3*Z^3+4*X*Y^2*Z^4+16*X*Y*Z^5+2*X^3*Y^2*Z+2*X^3*Y*Z^2+12*X^2*Y^2*Z^2+62*X^2*Y*Z^3+9*X*Y^3*Z^2+72*X*Y^2*Z^3+17*X*Y*Z^4+6*X^3*Y*Z+28*X^2*Y*Z^2+6*X*Y^3*Z+48*X*Y^2*Z^2+14*X*Y*Z^3+18*X^2*Y*Z+27*X*Y^2*Z+13*X*Y*Z^2+7*X*Y*Z

Algorithm definition

The algorithm ⟨9×12×13:878⟩ 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.


Back to main table