Description of fast matrix multiplication algorithm: ⟨7×9×11:478⟩

Algorithm type

12⁢X4⁢Y4⁢Z4+3⁢X6⁢Y2⁢Z2+6⁢X4⁢Y3⁢Z3+X4⁢Y2⁢Z4+10⁢X3⁢Y4⁢Z3+4⁢X2⁢Y6⁢Z2+4⁢X2⁢Y4⁢Z4+3⁢X2⁢Y2⁢Z6+2⁢X⁢Y6⁢Z3+4⁢X5⁢Y2⁢Z2+X3⁢Y4⁢Z2+2⁢X3⁢Y2⁢Z4+2⁢X2⁢Y5⁢Z2+X2⁢Y4⁢Z3+5⁢X2⁢Y2⁢Z5+2⁢X⁢Y5⁢Z3+X3⁢Y3⁢Z2+5⁢X3⁢Y2⁢Z3+40⁢X2⁢Y4⁢Z2+4⁢X2⁢Y3⁢Z3+7⁢X2⁢Y2⁢Z4+10⁢X⁢Y6⁢Z+X⁢Y4⁢Z3+X2⁢Y4⁢Z+8⁢X2⁢Y3⁢Z2+9⁢X2⁢Y2⁢Z3+4⁢X⁢Y5⁢Z+9⁢X⁢Y4⁢Z2+X⁢Y3⁢Z3+2⁢X⁢Y2⁢Z4+X4⁢Y⁢Z+13⁢X3⁢Y2⁢Z+2⁢X3⁢Y⁢Z2+X2⁢Y3⁢Z+56⁢X2⁢Y2⁢Z2+6⁢X2⁢Y⁢Z3+11⁢X⁢Y4⁢Z+11⁢X⁢Y3⁢Z2+13⁢X⁢Y2⁢Z3+2⁢X⁢Y⁢Z4+14⁢X3⁢Y⁢Z+9⁢X2⁢Y2⁢Z+12⁢X2⁢Y⁢Z2+21⁢X⁢Y3⁢Z+30⁢X⁢Y2⁢Z2+18⁢X⁢Y⁢Z3+16⁢X2⁢Y⁢Z+32⁢X⁢Y2⁢Z+26⁢X⁢Y⁢Z2+20⁢X⁢Y⁢Z12X4Y4Z43X6Y2Z26X4Y3Z3X4Y2Z410X3Y4Z34X2Y6Z24X2Y4Z43X2Y2Z62XY6Z34X5Y2Z2X3Y4Z22X3Y2Z42X2Y5Z2X2Y4Z35X2Y2Z52XY5Z3X3Y3Z25X3Y2Z340X2Y4Z24X2Y3Z37X2Y2Z410XY6ZXY4Z3X2Y4Z8X2Y3Z29X2Y2Z34XY5Z9XY4Z2XY3Z32XY2Z4X4YZ13X3Y2Z2X3YZ2X2Y3Z56X2Y2Z26X2YZ311XY4Z11XY3Z213XY2Z32XYZ414X3YZ9X2Y2Z12X2YZ221XY3Z30XY2Z218XYZ316X2YZ32XY2Z26XYZ220XYZ12*X^4*Y^4*Z^4+3*X^6*Y^2*Z^2+6*X^4*Y^3*Z^3+X^4*Y^2*Z^4+10*X^3*Y^4*Z^3+4*X^2*Y^6*Z^2+4*X^2*Y^4*Z^4+3*X^2*Y^2*Z^6+2*X*Y^6*Z^3+4*X^5*Y^2*Z^2+X^3*Y^4*Z^2+2*X^3*Y^2*Z^4+2*X^2*Y^5*Z^2+X^2*Y^4*Z^3+5*X^2*Y^2*Z^5+2*X*Y^5*Z^3+X^3*Y^3*Z^2+5*X^3*Y^2*Z^3+40*X^2*Y^4*Z^2+4*X^2*Y^3*Z^3+7*X^2*Y^2*Z^4+10*X*Y^6*Z+X*Y^4*Z^3+X^2*Y^4*Z+8*X^2*Y^3*Z^2+9*X^2*Y^2*Z^3+4*X*Y^5*Z+9*X*Y^4*Z^2+X*Y^3*Z^3+2*X*Y^2*Z^4+X^4*Y*Z+13*X^3*Y^2*Z+2*X^3*Y*Z^2+X^2*Y^3*Z+56*X^2*Y^2*Z^2+6*X^2*Y*Z^3+11*X*Y^4*Z+11*X*Y^3*Z^2+13*X*Y^2*Z^3+2*X*Y*Z^4+14*X^3*Y*Z+9*X^2*Y^2*Z+12*X^2*Y*Z^2+21*X*Y^3*Z+30*X*Y^2*Z^2+18*X*Y*Z^3+16*X^2*Y*Z+32*X*Y^2*Z+26*X*Y*Z^2+20*X*Y*Z

Algorithm definition

The algorithm ⟨7×9×11:478⟩ 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