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

Algorithm type

4X6Y4Z4+2X9Y2Z2+16X2Y6Z5+28X4Y4Z4+16X2Y5Z5+24XY6Z5+4X3Y4Z4+8XY5Z5+24X6Y2Z2+10X2Y6Z2+38X2Y4Z4+14X2Y2Z6+2XY8Z+8XY5Z4+8XY4Z5+2XYZ8+10X2Y5Z2+3X2Y3Z4+X2Y2Z5+2XY7Z+11XY6Z2+4XY4Z4+12XY2Z6+70X4Y2Z2+9X2Y4Z2+3X2Y3Z3+19X2Y2Z4+XY6Z+2XY5Z2+2XY3Z4+6XYZ6+6X3Y3Z+12X3Y2Z2+5X3YZ3+5X2Y3Z2+2X2Y2Z3+6XY5Z+14XY4Z2+6XY3Z3+18XY2Z4+5XYZ5+3X3Y2Z+7X3YZ2+22X2Y3Z+85X2Y2Z2+22X2YZ3+4XY4Z+18XY3Z2+10XY2Z3+6XYZ4+3X3YZ+18X2Y2Z+23X2YZ2+28XY3Z+31XY2Z2+24XYZ3+11X2YZ+23XY2Z+27XYZ2+15XYZ4X6Y4Z42X9Y2Z216X2Y6Z528X4Y4Z416X2Y5Z524XY6Z54X3Y4Z48XY5Z524X6Y2Z210X2Y6Z238X2Y4Z414X2Y2Z62XY8Z8XY5Z48XY4Z52XYZ810X2Y5Z23X2Y3Z4X2Y2Z52XY7Z11XY6Z24XY4Z412XY2Z670X4Y2Z29X2Y4Z23X2Y3Z319X2Y2Z4XY6Z2XY5Z22XY3Z46XYZ66X3Y3Z12X3Y2Z25X3YZ35X2Y3Z22X2Y2Z36XY5Z14XY4Z26XY3Z318XY2Z45XYZ53X3Y2Z7X3YZ222X2Y3Z85X2Y2Z222X2YZ34XY4Z18XY3Z210XY2Z36XYZ43X3YZ18X2Y2Z23X2YZ228XY3Z31XY2Z224XYZ311X2YZ23XY2Z27XYZ215XYZ4*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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