Description of fast matrix multiplication algorithm: ⟨7×12×16:878⟩

Algorithm type

6⁢X4⁢Y4⁢Z5+34⁢X4⁢Y4⁢Z4+3⁢X3⁢Y4⁢Z5+5⁢X4⁢Y4⁢Z3+3⁢X2⁢Y6⁢Z3+3⁢X2⁢Y4⁢Z5+4⁢X⁢Y9⁢Z+6⁢X6⁢Y2⁢Z2+3⁢X5⁢Y2⁢Z3+X4⁢Y4⁢Z2+17⁢X3⁢Y4⁢Z3+25⁢X2⁢Y6⁢Z2+3⁢X2⁢Y4⁢Z4+10⁢X2⁢Y2⁢Z6+X⁢Y4⁢Z5+14⁢X5⁢Y2⁢Z2+X4⁢Y4⁢Z+X3⁢Y4⁢Z2+X2⁢Y6⁢Z+40⁢X2⁢Y4⁢Z3+13⁢X2⁢Y2⁢Z5+6⁢X⁢Y6⁢Z2+X⁢Y4⁢Z4+X5⁢Y2⁢Z+69⁢X2⁢Y4⁢Z2+22⁢X2⁢Y2⁢Z4+24⁢X⁢Y6⁢Z+3⁢X⁢Y4⁢Z3+2⁢X⁢Y2⁢Z5+7⁢X⁢Y⁢Z6+X4⁢Y2⁢Z+5⁢X3⁢Y3⁢Z+5⁢X3⁢Y2⁢Z2+3⁢X3⁢Y⁢Z3+9⁢X2⁢Y4⁢Z+35⁢X2⁢Y2⁢Z3+43⁢X⁢Y4⁢Z2+8⁢X⁢Y3⁢Z3+7⁢X⁢Y2⁢Z4+X⁢Y⁢Z5+27⁢X3⁢Y2⁢Z+4⁢X3⁢Y⁢Z2+X2⁢Y3⁢Z+69⁢X2⁢Y2⁢Z2+2⁢X2⁢Y⁢Z3+23⁢X⁢Y4⁢Z+9⁢X⁢Y3⁢Z2+33⁢X⁢Y2⁢Z3+6⁢X⁢Y⁢Z4+31⁢X3⁢Y⁢Z+14⁢X2⁢Y2⁢Z+38⁢X⁢Y3⁢Z+60⁢X⁢Y2⁢Z2+24⁢X⁢Y⁢Z3+6⁢X2⁢Y⁢Z+44⁢X⁢Y2⁢Z+28⁢X⁢Y⁢Z2+13⁢X⁢Y⁢Z6X4Y4Z534X4Y4Z43X3Y4Z55X4Y4Z33X2Y6Z33X2Y4Z54XY9Z6X6Y2Z23X5Y2Z3X4Y4Z217X3Y4Z325X2Y6Z23X2Y4Z410X2Y2Z6XY4Z514X5Y2Z2X4Y4ZX3Y4Z2X2Y6Z40X2Y4Z313X2Y2Z56XY6Z2XY4Z4X5Y2Z69X2Y4Z222X2Y2Z424XY6Z3XY4Z32XY2Z57XYZ6X4Y2Z5X3Y3Z5X3Y2Z23X3YZ39X2Y4Z35X2Y2Z343XY4Z28XY3Z37XY2Z4XYZ527X3Y2Z4X3YZ2X2Y3Z69X2Y2Z22X2YZ323XY4Z9XY3Z233XY2Z36XYZ431X3YZ14X2Y2Z38XY3Z60XY2Z224XYZ36X2YZ44XY2Z28XYZ213XYZ6*X^4*Y^4*Z^5+34*X^4*Y^4*Z^4+3*X^3*Y^4*Z^5+5*X^4*Y^4*Z^3+3*X^2*Y^6*Z^3+3*X^2*Y^4*Z^5+4*X*Y^9*Z+6*X^6*Y^2*Z^2+3*X^5*Y^2*Z^3+X^4*Y^4*Z^2+17*X^3*Y^4*Z^3+25*X^2*Y^6*Z^2+3*X^2*Y^4*Z^4+10*X^2*Y^2*Z^6+X*Y^4*Z^5+14*X^5*Y^2*Z^2+X^4*Y^4*Z+X^3*Y^4*Z^2+X^2*Y^6*Z+40*X^2*Y^4*Z^3+13*X^2*Y^2*Z^5+6*X*Y^6*Z^2+X*Y^4*Z^4+X^5*Y^2*Z+69*X^2*Y^4*Z^2+22*X^2*Y^2*Z^4+24*X*Y^6*Z+3*X*Y^4*Z^3+2*X*Y^2*Z^5+7*X*Y*Z^6+X^4*Y^2*Z+5*X^3*Y^3*Z+5*X^3*Y^2*Z^2+3*X^3*Y*Z^3+9*X^2*Y^4*Z+35*X^2*Y^2*Z^3+43*X*Y^4*Z^2+8*X*Y^3*Z^3+7*X*Y^2*Z^4+X*Y*Z^5+27*X^3*Y^2*Z+4*X^3*Y*Z^2+X^2*Y^3*Z+69*X^2*Y^2*Z^2+2*X^2*Y*Z^3+23*X*Y^4*Z+9*X*Y^3*Z^2+33*X*Y^2*Z^3+6*X*Y*Z^4+31*X^3*Y*Z+14*X^2*Y^2*Z+38*X*Y^3*Z+60*X*Y^2*Z^2+24*X*Y*Z^3+6*X^2*Y*Z+44*X*Y^2*Z+28*X*Y*Z^2+13*X*Y*Z

Algorithm definition

The algorithm ⟨7×12×16:878⟩ 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.


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