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

Algorithm type

4X4Y6Z4+13X4Y5Z4+X4Y6Z2+47X4Y4Z4+2X2Y8Z2+X9YZ+3X6Y3Z2+4X4Y5Z2+5X3Y4Z4+2X2Y7Z2+3X2Y5Z4+4X2Y3Z6+8XYZ9+26X6Y2Z2+2X4Y4Z2+36X2Y6Z2+32X2Y4Z4+36X2Y2Z6+5XY8Z+X7YZ+3X5Y2Z2+2X4Y3Z2+7X2Y6Z+30X2Y5Z2+38X2Y3Z4+4XY7Z+3XY6Z2+9XY4Z4+20XY2Z6+X6YZ+4X4Y2Z2+3X2Y5Z+71X2Y4Z2+24X2Y2Z4+27XY6Z+8XY5Z2+4XY3Z4+10XYZ6+24X3Y3Z+15X3Y2Z2+6X3YZ3+4X2Y4Z+25X2Y3Z2+14XY5Z+37XY4Z2+16XY3Z3+7XY2Z4+13X3Y2Z+21X3YZ2+9X2Y3Z+61X2Y2Z2+25XY4Z+43XY3Z2+15XY2Z3+19X3YZ+3X2Y2Z+2X2YZ2+25XY3Z+30XY2Z2+30XYZ3+7X2YZ+29XY2Z+8XYZ2+5XYZ4X4Y6Z413X4Y5Z4X4Y6Z247X4Y4Z42X2Y8Z2X9YZ3X6Y3Z24X4Y5Z25X3Y4Z42X2Y7Z23X2Y5Z44X2Y3Z68XYZ926X6Y2Z22X4Y4Z236X2Y6Z232X2Y4Z436X2Y2Z65XY8ZX7YZ3X5Y2Z22X4Y3Z27X2Y6Z30X2Y5Z238X2Y3Z44XY7Z3XY6Z29XY4Z420XY2Z6X6YZ4X4Y2Z23X2Y5Z71X2Y4Z224X2Y2Z427XY6Z8XY5Z24XY3Z410XYZ624X3Y3Z15X3Y2Z26X3YZ34X2Y4Z25X2Y3Z214XY5Z37XY4Z216XY3Z37XY2Z413X3Y2Z21X3YZ29X2Y3Z61X2Y2Z225XY4Z43XY3Z215XY2Z319X3YZ3X2Y2Z2X2YZ225XY3Z30XY2Z230XYZ37X2YZ29XY2Z8XYZ25XYZ4*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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