Description of fast matrix multiplication algorithm: ⟨7×9×11:478⟩

Algorithm type

12X4Y4Z4+3X6Y2Z2+6X4Y3Z3+X4Y2Z4+10X3Y4Z3+4X2Y6Z2+4X2Y4Z4+3X2Y2Z6+2XY6Z3+4X5Y2Z2+X3Y4Z2+2X3Y2Z4+2X2Y5Z2+X2Y4Z3+5X2Y2Z5+2XY5Z3+X3Y3Z2+5X3Y2Z3+40X2Y4Z2+4X2Y3Z3+7X2Y2Z4+10XY6Z+XY4Z3+X2Y4Z+8X2Y3Z2+9X2Y2Z3+4XY5Z+9XY4Z2+XY3Z3+2XY2Z4+X4YZ+13X3Y2Z+2X3YZ2+X2Y3Z+56X2Y2Z2+6X2YZ3+11XY4Z+11XY3Z2+13XY2Z3+2XYZ4+14X3YZ+9X2Y2Z+12X2YZ2+21XY3Z+30XY2Z2+18XYZ3+16X2YZ+32XY2Z+26XYZ2+20XYZ12X4Y4Z43X6Y2Z26X4Y3Z3X4Y2Z410X3Y4Z34X2Y6Z24X2Y4Z43X2Y2Z62XY6Z34X5Y2Z2X3Y4Z22X3Y2Z42X2Y5Z2X2Y4Z35X2Y2Z52XY5Z3X3Y3Z25X3Y2Z340X2Y4Z24X2Y3Z37X2Y2Z410XY6ZXY4Z3X2Y4Z8X2Y3Z29X2Y2Z34XY5Z9XY4Z2XY3Z32XY2Z4X4YZ13X3Y2Z2X3YZ2X2Y3Z56X2Y2Z26X2YZ311XY4Z11XY3Z213XY2Z32XYZ414X3YZ9X2Y2Z12X2YZ221XY3Z30XY2Z218XYZ316X2YZ32XY2Z26XYZ220XYZ12*X^4*Y^4*Z^4+3*X^6*Y^2*Z^2+6*X^4*Y^3*Z^3+X^4*Y^2*Z^4+10*X^3*Y^4*Z^3+4*X^2*Y^6*Z^2+4*X^2*Y^4*Z^4+3*X^2*Y^2*Z^6+2*X*Y^6*Z^3+4*X^5*Y^2*Z^2+X^3*Y^4*Z^2+2*X^3*Y^2*Z^4+2*X^2*Y^5*Z^2+X^2*Y^4*Z^3+5*X^2*Y^2*Z^5+2*X*Y^5*Z^3+X^3*Y^3*Z^2+5*X^3*Y^2*Z^3+40*X^2*Y^4*Z^2+4*X^2*Y^3*Z^3+7*X^2*Y^2*Z^4+10*X*Y^6*Z+X*Y^4*Z^3+X^2*Y^4*Z+8*X^2*Y^3*Z^2+9*X^2*Y^2*Z^3+4*X*Y^5*Z+9*X*Y^4*Z^2+X*Y^3*Z^3+2*X*Y^2*Z^4+X^4*Y*Z+13*X^3*Y^2*Z+2*X^3*Y*Z^2+X^2*Y^3*Z+56*X^2*Y^2*Z^2+6*X^2*Y*Z^3+11*X*Y^4*Z+11*X*Y^3*Z^2+13*X*Y^2*Z^3+2*X*Y*Z^4+14*X^3*Y*Z+9*X^2*Y^2*Z+12*X^2*Y*Z^2+21*X*Y^3*Z+30*X*Y^2*Z^2+18*X*Y*Z^3+16*X^2*Y*Z+32*X*Y^2*Z+26*X*Y*Z^2+20*X*Y*Z

Algorithm definition

The algorithm ⟨7×9×11:478⟩ 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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