Description of fast matrix multiplication algorithm: ⟨9×9×16:822⟩

Algorithm type

4⁢X6⁢Y4⁢Z4+2⁢X9⁢Y2⁢Z2+16⁢X2⁢Y6⁢Z5+28⁢X4⁢Y4⁢Z4+16⁢X2⁢Y5⁢Z5+24⁢X⁢Y6⁢Z5+4⁢X3⁢Y4⁢Z4+8⁢X⁢Y5⁢Z5+24⁢X6⁢Y2⁢Z2+10⁢X2⁢Y6⁢Z2+38⁢X2⁢Y4⁢Z4+14⁢X2⁢Y2⁢Z6+2⁢X⁢Y8⁢Z+8⁢X⁢Y5⁢Z4+8⁢X⁢Y4⁢Z5+2⁢X⁢Y⁢Z8+10⁢X2⁢Y5⁢Z2+3⁢X2⁢Y3⁢Z4+X2⁢Y2⁢Z5+2⁢X⁢Y7⁢Z+11⁢X⁢Y6⁢Z2+4⁢X⁢Y4⁢Z4+12⁢X⁢Y2⁢Z6+70⁢X4⁢Y2⁢Z2+9⁢X2⁢Y4⁢Z2+3⁢X2⁢Y3⁢Z3+19⁢X2⁢Y2⁢Z4+X⁢Y6⁢Z+2⁢X⁢Y5⁢Z2+2⁢X⁢Y3⁢Z4+6⁢X⁢Y⁢Z6+6⁢X3⁢Y3⁢Z+12⁢X3⁢Y2⁢Z2+5⁢X3⁢Y⁢Z3+5⁢X2⁢Y3⁢Z2+2⁢X2⁢Y2⁢Z3+6⁢X⁢Y5⁢Z+14⁢X⁢Y4⁢Z2+6⁢X⁢Y3⁢Z3+18⁢X⁢Y2⁢Z4+5⁢X⁢Y⁢Z5+3⁢X3⁢Y2⁢Z+7⁢X3⁢Y⁢Z2+22⁢X2⁢Y3⁢Z+85⁢X2⁢Y2⁢Z2+22⁢X2⁢Y⁢Z3+4⁢X⁢Y4⁢Z+18⁢X⁢Y3⁢Z2+10⁢X⁢Y2⁢Z3+6⁢X⁢Y⁢Z4+3⁢X3⁢Y⁢Z+18⁢X2⁢Y2⁢Z+23⁢X2⁢Y⁢Z2+28⁢X⁢Y3⁢Z+31⁢X⁢Y2⁢Z2+24⁢X⁢Y⁢Z3+11⁢X2⁢Y⁢Z+23⁢X⁢Y2⁢Z+27⁢X⁢Y⁢Z2+15⁢X⁢Y⁢Z4X6Y4Z42X9Y2Z216X2Y6Z528X4Y4Z416X2Y5Z524XY6Z54X3Y4Z48XY5Z524X6Y2Z210X2Y6Z238X2Y4Z414X2Y2Z62XY8Z8XY5Z48XY4Z52XYZ810X2Y5Z23X2Y3Z4X2Y2Z52XY7Z11XY6Z24XY4Z412XY2Z670X4Y2Z29X2Y4Z23X2Y3Z319X2Y2Z4XY6Z2XY5Z22XY3Z46XYZ66X3Y3Z12X3Y2Z25X3YZ35X2Y3Z22X2Y2Z36XY5Z14XY4Z26XY3Z318XY2Z45XYZ53X3Y2Z7X3YZ222X2Y3Z85X2Y2Z222X2YZ34XY4Z18XY3Z210XY2Z36XYZ43X3YZ18X2Y2Z23X2YZ228XY3Z31XY2Z224XYZ311X2YZ23XY2Z27XYZ215XYZ4*X^6*Y^4*Z^4+2*X^9*Y^2*Z^2+16*X^2*Y^6*Z^5+28*X^4*Y^4*Z^4+16*X^2*Y^5*Z^5+24*X*Y^6*Z^5+4*X^3*Y^4*Z^4+8*X*Y^5*Z^5+24*X^6*Y^2*Z^2+10*X^2*Y^6*Z^2+38*X^2*Y^4*Z^4+14*X^2*Y^2*Z^6+2*X*Y^8*Z+8*X*Y^5*Z^4+8*X*Y^4*Z^5+2*X*Y*Z^8+10*X^2*Y^5*Z^2+3*X^2*Y^3*Z^4+X^2*Y^2*Z^5+2*X*Y^7*Z+11*X*Y^6*Z^2+4*X*Y^4*Z^4+12*X*Y^2*Z^6+70*X^4*Y^2*Z^2+9*X^2*Y^4*Z^2+3*X^2*Y^3*Z^3+19*X^2*Y^2*Z^4+X*Y^6*Z+2*X*Y^5*Z^2+2*X*Y^3*Z^4+6*X*Y*Z^6+6*X^3*Y^3*Z+12*X^3*Y^2*Z^2+5*X^3*Y*Z^3+5*X^2*Y^3*Z^2+2*X^2*Y^2*Z^3+6*X*Y^5*Z+14*X*Y^4*Z^2+6*X*Y^3*Z^3+18*X*Y^2*Z^4+5*X*Y*Z^5+3*X^3*Y^2*Z+7*X^3*Y*Z^2+22*X^2*Y^3*Z+85*X^2*Y^2*Z^2+22*X^2*Y*Z^3+4*X*Y^4*Z+18*X*Y^3*Z^2+10*X*Y^2*Z^3+6*X*Y*Z^4+3*X^3*Y*Z+18*X^2*Y^2*Z+23*X^2*Y*Z^2+28*X*Y^3*Z+31*X*Y^2*Z^2+24*X*Y*Z^3+11*X^2*Y*Z+23*X*Y^2*Z+27*X*Y*Z^2+15*X*Y*Z

Algorithm definition

The algorithm ⟨9×9×16:822⟩ 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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