Description of fast matrix multiplication algorithm: ⟨12×14×15:1538⟩

Algorithm type

96⁢X4⁢Y4⁢Z8+32⁢X2⁢Y6⁢Z8+6⁢X8⁢Y4⁢Z2+4⁢X6⁢Y6⁢Z2+32⁢X4⁢Y6⁢Z4+12⁢X9⁢Y2⁢Z2+2⁢X8⁢Y4⁢Z+6⁢X7⁢Y4⁢Z2+X6⁢Y4⁢Z3+4⁢X9⁢Y2⁢Z+14⁢X8⁢Y2⁢Z2+2⁢X7⁢Y4⁢Z+21⁢X6⁢Y4⁢Z2+X5⁢Y4⁢Z3+4⁢X4⁢Y6⁢Z2+2⁢X3⁢Y6⁢Z3+4⁢X2⁢Y9⁢Z+18⁢X2⁢Y6⁢Z4+96⁢X2⁢Y2⁢Z8+32⁢X⁢Y3⁢Z8+16⁢X9⁢Y⁢Z+2⁢X8⁢Y2⁢Z+8⁢X7⁢Y3⁢Z+10⁢X7⁢Y2⁢Z2+3⁢X6⁢Y3⁢Z2+9⁢X6⁢Y2⁢Z3+5⁢X5⁢Y4⁢Z2+4⁢X5⁢Y3⁢Z3+2⁢X3⁢Y7⁢Z+24⁢X3⁢Y6⁢Z2+2⁢X3⁢Y4⁢Z4+2⁢X2⁢Y6⁢Z3+24⁢X8⁢Y⁢Z+6⁢X7⁢Y2⁢Z+6⁢X6⁢Y3⁢Z+19⁢X6⁢Y2⁢Z2+2⁢X5⁢Y3⁢Z2+9⁢X5⁢Y2⁢Z3+8⁢X4⁢Y4⁢Z2+4⁢X3⁢Y6⁢Z+2⁢X3⁢Y4⁢Z3+14⁢X2⁢Y6⁢Z2+16⁢X7⁢Y⁢Z+19⁢X6⁢Y2⁢Z+13⁢X6⁢Y⁢Z2+6⁢X5⁢Y3⁢Z+17⁢X5⁢Y2⁢Z2+2⁢X3⁢Y5⁢Z+14⁢X3⁢Y4⁢Z2+6⁢X3⁢Y2⁢Z4+X2⁢Y6⁢Z+32⁢X2⁢Y3⁢Z4+4⁢X⁢Y6⁢Z2+13⁢X6⁢Y⁢Z+12⁢X5⁢Y2⁢Z+8⁢X5⁢Y⁢Z2+3⁢X4⁢Y3⁢Z+2⁢X3⁢Y4⁢Z+6⁢X3⁢Y3⁢Z2+6⁢X3⁢Y2⁢Z3+2⁢X2⁢Y4⁢Z2+4⁢X2⁢Y3⁢Z3+56⁢X2⁢Y2⁢Z4+4⁢X⁢Y6⁢Z+16⁢X⁢Y3⁢Z4+8⁢X5⁢Y⁢Z+5⁢X4⁢Y2⁢Z+47⁢X3⁢Y3⁢Z+12⁢X3⁢Y2⁢Z2+X2⁢Y4⁢Z+2⁢X2⁢Y3⁢Z2+43⁢X3⁢Y2⁢Z+89⁢X2⁢Y3⁢Z+192⁢X2⁢Y2⁢Z2+64⁢X⁢Y3⁢Z2+56⁢X⁢Y⁢Z4+23⁢X2⁢Y2⁢Z+52⁢X⁢Y3⁢Z+112⁢X⁢Y⁢Z96X4Y4Z832X2Y6Z86X8Y4Z24X6Y6Z232X4Y6Z412X9Y2Z22X8Y4Z6X7Y4Z2X6Y4Z34X9Y2Z14X8Y2Z22X7Y4Z21X6Y4Z2X5Y4Z34X4Y6Z22X3Y6Z34X2Y9Z18X2Y6Z496X2Y2Z832XY3Z816X9YZ2X8Y2Z8X7Y3Z10X7Y2Z23X6Y3Z29X6Y2Z35X5Y4Z24X5Y3Z32X3Y7Z24X3Y6Z22X3Y4Z42X2Y6Z324X8YZ6X7Y2Z6X6Y3Z19X6Y2Z22X5Y3Z29X5Y2Z38X4Y4Z24X3Y6Z2X3Y4Z314X2Y6Z216X7YZ19X6Y2Z13X6YZ26X5Y3Z17X5Y2Z22X3Y5Z14X3Y4Z26X3Y2Z4X2Y6Z32X2Y3Z44XY6Z213X6YZ12X5Y2Z8X5YZ23X4Y3Z2X3Y4Z6X3Y3Z26X3Y2Z32X2Y4Z24X2Y3Z356X2Y2Z44XY6Z16XY3Z48X5YZ5X4Y2Z47X3Y3Z12X3Y2Z2X2Y4Z2X2Y3Z243X3Y2Z89X2Y3Z192X2Y2Z264XY3Z256XYZ423X2Y2Z52XY3Z112XYZ96*X^4*Y^4*Z^8+32*X^2*Y^6*Z^8+6*X^8*Y^4*Z^2+4*X^6*Y^6*Z^2+32*X^4*Y^6*Z^4+12*X^9*Y^2*Z^2+2*X^8*Y^4*Z+6*X^7*Y^4*Z^2+X^6*Y^4*Z^3+4*X^9*Y^2*Z+14*X^8*Y^2*Z^2+2*X^7*Y^4*Z+21*X^6*Y^4*Z^2+X^5*Y^4*Z^3+4*X^4*Y^6*Z^2+2*X^3*Y^6*Z^3+4*X^2*Y^9*Z+18*X^2*Y^6*Z^4+96*X^2*Y^2*Z^8+32*X*Y^3*Z^8+16*X^9*Y*Z+2*X^8*Y^2*Z+8*X^7*Y^3*Z+10*X^7*Y^2*Z^2+3*X^6*Y^3*Z^2+9*X^6*Y^2*Z^3+5*X^5*Y^4*Z^2+4*X^5*Y^3*Z^3+2*X^3*Y^7*Z+24*X^3*Y^6*Z^2+2*X^3*Y^4*Z^4+2*X^2*Y^6*Z^3+24*X^8*Y*Z+6*X^7*Y^2*Z+6*X^6*Y^3*Z+19*X^6*Y^2*Z^2+2*X^5*Y^3*Z^2+9*X^5*Y^2*Z^3+8*X^4*Y^4*Z^2+4*X^3*Y^6*Z+2*X^3*Y^4*Z^3+14*X^2*Y^6*Z^2+16*X^7*Y*Z+19*X^6*Y^2*Z+13*X^6*Y*Z^2+6*X^5*Y^3*Z+17*X^5*Y^2*Z^2+2*X^3*Y^5*Z+14*X^3*Y^4*Z^2+6*X^3*Y^2*Z^4+X^2*Y^6*Z+32*X^2*Y^3*Z^4+4*X*Y^6*Z^2+13*X^6*Y*Z+12*X^5*Y^2*Z+8*X^5*Y*Z^2+3*X^4*Y^3*Z+2*X^3*Y^4*Z+6*X^3*Y^3*Z^2+6*X^3*Y^2*Z^3+2*X^2*Y^4*Z^2+4*X^2*Y^3*Z^3+56*X^2*Y^2*Z^4+4*X*Y^6*Z+16*X*Y^3*Z^4+8*X^5*Y*Z+5*X^4*Y^2*Z+47*X^3*Y^3*Z+12*X^3*Y^2*Z^2+X^2*Y^4*Z+2*X^2*Y^3*Z^2+43*X^3*Y^2*Z+89*X^2*Y^3*Z+192*X^2*Y^2*Z^2+64*X*Y^3*Z^2+56*X*Y*Z^4+23*X^2*Y^2*Z+52*X*Y^3*Z+112*X*Y*Z

Algorithm definition

The algorithm ⟨12×14×15:1538⟩ 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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