Description of fast matrix multiplication algorithm: ⟨9×11×16:996⟩

Algorithm type

4⁢X4⁢Y6⁢Z4+13⁢X4⁢Y5⁢Z4+X4⁢Y6⁢Z2+47⁢X4⁢Y4⁢Z4+2⁢X2⁢Y8⁢Z2+X9⁢Y⁢Z+3⁢X6⁢Y3⁢Z2+4⁢X4⁢Y5⁢Z2+5⁢X3⁢Y4⁢Z4+2⁢X2⁢Y7⁢Z2+3⁢X2⁢Y5⁢Z4+4⁢X2⁢Y3⁢Z6+8⁢X⁢Y⁢Z9+26⁢X6⁢Y2⁢Z2+2⁢X4⁢Y4⁢Z2+36⁢X2⁢Y6⁢Z2+32⁢X2⁢Y4⁢Z4+36⁢X2⁢Y2⁢Z6+5⁢X⁢Y8⁢Z+X7⁢Y⁢Z+3⁢X5⁢Y2⁢Z2+2⁢X4⁢Y3⁢Z2+7⁢X2⁢Y6⁢Z+30⁢X2⁢Y5⁢Z2+38⁢X2⁢Y3⁢Z4+4⁢X⁢Y7⁢Z+3⁢X⁢Y6⁢Z2+9⁢X⁢Y4⁢Z4+20⁢X⁢Y2⁢Z6+X6⁢Y⁢Z+4⁢X4⁢Y2⁢Z2+3⁢X2⁢Y5⁢Z+71⁢X2⁢Y4⁢Z2+24⁢X2⁢Y2⁢Z4+27⁢X⁢Y6⁢Z+8⁢X⁢Y5⁢Z2+4⁢X⁢Y3⁢Z4+10⁢X⁢Y⁢Z6+24⁢X3⁢Y3⁢Z+15⁢X3⁢Y2⁢Z2+6⁢X3⁢Y⁢Z3+4⁢X2⁢Y4⁢Z+25⁢X2⁢Y3⁢Z2+14⁢X⁢Y5⁢Z+37⁢X⁢Y4⁢Z2+16⁢X⁢Y3⁢Z3+7⁢X⁢Y2⁢Z4+13⁢X3⁢Y2⁢Z+21⁢X3⁢Y⁢Z2+9⁢X2⁢Y3⁢Z+61⁢X2⁢Y2⁢Z2+25⁢X⁢Y4⁢Z+43⁢X⁢Y3⁢Z2+15⁢X⁢Y2⁢Z3+19⁢X3⁢Y⁢Z+3⁢X2⁢Y2⁢Z+2⁢X2⁢Y⁢Z2+25⁢X⁢Y3⁢Z+30⁢X⁢Y2⁢Z2+30⁢X⁢Y⁢Z3+7⁢X2⁢Y⁢Z+29⁢X⁢Y2⁢Z+8⁢X⁢Y⁢Z2+5⁢X⁢Y⁢Z4X4Y6Z413X4Y5Z4X4Y6Z247X4Y4Z42X2Y8Z2X9YZ3X6Y3Z24X4Y5Z25X3Y4Z42X2Y7Z23X2Y5Z44X2Y3Z68XYZ926X6Y2Z22X4Y4Z236X2Y6Z232X2Y4Z436X2Y2Z65XY8ZX7YZ3X5Y2Z22X4Y3Z27X2Y6Z30X2Y5Z238X2Y3Z44XY7Z3XY6Z29XY4Z420XY2Z6X6YZ4X4Y2Z23X2Y5Z71X2Y4Z224X2Y2Z427XY6Z8XY5Z24XY3Z410XYZ624X3Y3Z15X3Y2Z26X3YZ34X2Y4Z25X2Y3Z214XY5Z37XY4Z216XY3Z37XY2Z413X3Y2Z21X3YZ29X2Y3Z61X2Y2Z225XY4Z43XY3Z215XY2Z319X3YZ3X2Y2Z2X2YZ225XY3Z30XY2Z230XYZ37X2YZ29XY2Z8XYZ25XYZ4*X^4*Y^6*Z^4+13*X^4*Y^5*Z^4+X^4*Y^6*Z^2+47*X^4*Y^4*Z^4+2*X^2*Y^8*Z^2+X^9*Y*Z+3*X^6*Y^3*Z^2+4*X^4*Y^5*Z^2+5*X^3*Y^4*Z^4+2*X^2*Y^7*Z^2+3*X^2*Y^5*Z^4+4*X^2*Y^3*Z^6+8*X*Y*Z^9+26*X^6*Y^2*Z^2+2*X^4*Y^4*Z^2+36*X^2*Y^6*Z^2+32*X^2*Y^4*Z^4+36*X^2*Y^2*Z^6+5*X*Y^8*Z+X^7*Y*Z+3*X^5*Y^2*Z^2+2*X^4*Y^3*Z^2+7*X^2*Y^6*Z+30*X^2*Y^5*Z^2+38*X^2*Y^3*Z^4+4*X*Y^7*Z+3*X*Y^6*Z^2+9*X*Y^4*Z^4+20*X*Y^2*Z^6+X^6*Y*Z+4*X^4*Y^2*Z^2+3*X^2*Y^5*Z+71*X^2*Y^4*Z^2+24*X^2*Y^2*Z^4+27*X*Y^6*Z+8*X*Y^5*Z^2+4*X*Y^3*Z^4+10*X*Y*Z^6+24*X^3*Y^3*Z+15*X^3*Y^2*Z^2+6*X^3*Y*Z^3+4*X^2*Y^4*Z+25*X^2*Y^3*Z^2+14*X*Y^5*Z+37*X*Y^4*Z^2+16*X*Y^3*Z^3+7*X*Y^2*Z^4+13*X^3*Y^2*Z+21*X^3*Y*Z^2+9*X^2*Y^3*Z+61*X^2*Y^2*Z^2+25*X*Y^4*Z+43*X*Y^3*Z^2+15*X*Y^2*Z^3+19*X^3*Y*Z+3*X^2*Y^2*Z+2*X^2*Y*Z^2+25*X*Y^3*Z+30*X*Y^2*Z^2+30*X*Y*Z^3+7*X^2*Y*Z+29*X*Y^2*Z+8*X*Y*Z^2+5*X*Y*Z

Algorithm definition

The algorithm ⟨9×11×16:996⟩ 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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