Description of fast matrix multiplication algorithm: ⟨10×13×16:1318⟩

Algorithm type

8⁢X4⁢Y8⁢Z8+40⁢X4⁢Y4⁢Z8+X6⁢Y5⁢Z4+2⁢X4⁢Y7⁢Z4+X8⁢Y2⁢Z4+X6⁢Y4⁢Z4+8⁢X4⁢Y6⁢Z4+X3⁢Y7⁢Z4+8⁢X3⁢Y3⁢Z8+16⁢X2⁢Y8⁢Z4+8⁢X2⁢Y4⁢Z8+X7⁢Y2⁢Z4+X5⁢Y6⁢Z2+X5⁢Y4⁢Z4+5⁢X4⁢Y5⁢Z4+3⁢X2⁢Y9⁢Z2+X2⁢Y7⁢Z4+2⁢X6⁢Y4⁢Z2+X6⁢Y2⁢Z4+12⁢X4⁢Y4⁢Z4+X3⁢Y5⁢Z4+5⁢X2⁢Y8⁢Z2+18⁢X2⁢Y6⁢Z4+44⁢X2⁢Y2⁢Z8+X⁢Y9⁢Z2+4⁢X⁢Y3⁢Z8+X6⁢Y3⁢Z2+X4⁢Y5⁢Z2+4⁢X4⁢Y3⁢Z4+X3⁢Y7⁢Z+X2⁢Y8⁢Z+16⁢X2⁢Y7⁢Z2+X2⁢Y5⁢Z4+X2⁢Y3⁢Z6+4⁢X⁢Y9⁢Z+X⁢Y8⁢Z2+5⁢X4⁢Y4⁢Z2+5⁢X4⁢Y2⁢Z4+X3⁢Y6⁢Z+4⁢X3⁢Y5⁢Z2+27⁢X2⁢Y6⁢Z2+2⁢X2⁢Y4⁢Z4+2⁢X2⁢Y2⁢Z6+7⁢X⁢Y8⁢Z+X⁢Y7⁢Z2+X⁢Y3⁢Z6+3⁢X4⁢Y3⁢Z2+4⁢X3⁢Y5⁢Z+5⁢X3⁢Y4⁢Z2+X2⁢Y6⁢Z+48⁢X2⁢Y5⁢Z2+12⁢X⁢Y7⁢Z+3⁢X⁢Y6⁢Z2+16⁢X⁢Y4⁢Z4+2⁢X4⁢Y2⁢Z2+5⁢X3⁢Y4⁢Z+4⁢X3⁢Y3⁢Z2+5⁢X2⁢Y5⁢Z+81⁢X2⁢Y4⁢Z2+34⁢X2⁢Y2⁢Z4+15⁢X⁢Y6⁢Z+6⁢X⁢Y5⁢Z2+6⁢X⁢Y4⁢Z3+16⁢X⁢Y3⁢Z4+3⁢X4⁢Y⁢Z2+8⁢X3⁢Y3⁢Z+2⁢X3⁢Y2⁢Z2+22⁢X2⁢Y4⁢Z+45⁢X2⁢Y3⁢Z2+35⁢X⁢Y5⁢Z+16⁢X⁢Y4⁢Z2+5⁢X⁢Y3⁢Z3+7⁢X3⁢Y2⁢Z+3⁢X3⁢Y⁢Z2+15⁢X2⁢Y3⁢Z+131⁢X2⁢Y2⁢Z2+96⁢X⁢Y4⁢Z+14⁢X⁢Y3⁢Z2+4⁢X⁢Y2⁢Z3+32⁢X⁢Y⁢Z4+6⁢X3⁢Y⁢Z+5⁢X2⁢Y2⁢Z+18⁢X2⁢Y⁢Z2+84⁢X⁢Y3⁢Z+8⁢X⁢Y2⁢Z2+9⁢X⁢Y⁢Z3+7⁢X2⁢Y⁢Z+33⁢X⁢Y2⁢Z+18⁢X⁢Y⁢Z2+146⁢X⁢Y⁢Z8X4Y8Z840X4Y4Z8X6Y5Z42X4Y7Z4X8Y2Z4X6Y4Z48X4Y6Z4X3Y7Z48X3Y3Z816X2Y8Z48X2Y4Z8X7Y2Z4X5Y6Z2X5Y4Z45X4Y5Z43X2Y9Z2X2Y7Z42X6Y4Z2X6Y2Z412X4Y4Z4X3Y5Z45X2Y8Z218X2Y6Z444X2Y2Z8XY9Z24XY3Z8X6Y3Z2X4Y5Z24X4Y3Z4X3Y7ZX2Y8Z16X2Y7Z2X2Y5Z4X2Y3Z64XY9ZXY8Z25X4Y4Z25X4Y2Z4X3Y6Z4X3Y5Z227X2Y6Z22X2Y4Z42X2Y2Z67XY8ZXY7Z2XY3Z63X4Y3Z24X3Y5Z5X3Y4Z2X2Y6Z48X2Y5Z212XY7Z3XY6Z216XY4Z42X4Y2Z25X3Y4Z4X3Y3Z25X2Y5Z81X2Y4Z234X2Y2Z415XY6Z6XY5Z26XY4Z316XY3Z43X4YZ28X3Y3Z2X3Y2Z222X2Y4Z45X2Y3Z235XY5Z16XY4Z25XY3Z37X3Y2Z3X3YZ215X2Y3Z131X2Y2Z296XY4Z14XY3Z24XY2Z332XYZ46X3YZ5X2Y2Z18X2YZ284XY3Z8XY2Z29XYZ37X2YZ33XY2Z18XYZ2146XYZ8*X^4*Y^8*Z^8+40*X^4*Y^4*Z^8+X^6*Y^5*Z^4+2*X^4*Y^7*Z^4+X^8*Y^2*Z^4+X^6*Y^4*Z^4+8*X^4*Y^6*Z^4+X^3*Y^7*Z^4+8*X^3*Y^3*Z^8+16*X^2*Y^8*Z^4+8*X^2*Y^4*Z^8+X^7*Y^2*Z^4+X^5*Y^6*Z^2+X^5*Y^4*Z^4+5*X^4*Y^5*Z^4+3*X^2*Y^9*Z^2+X^2*Y^7*Z^4+2*X^6*Y^4*Z^2+X^6*Y^2*Z^4+12*X^4*Y^4*Z^4+X^3*Y^5*Z^4+5*X^2*Y^8*Z^2+18*X^2*Y^6*Z^4+44*X^2*Y^2*Z^8+X*Y^9*Z^2+4*X*Y^3*Z^8+X^6*Y^3*Z^2+X^4*Y^5*Z^2+4*X^4*Y^3*Z^4+X^3*Y^7*Z+X^2*Y^8*Z+16*X^2*Y^7*Z^2+X^2*Y^5*Z^4+X^2*Y^3*Z^6+4*X*Y^9*Z+X*Y^8*Z^2+5*X^4*Y^4*Z^2+5*X^4*Y^2*Z^4+X^3*Y^6*Z+4*X^3*Y^5*Z^2+27*X^2*Y^6*Z^2+2*X^2*Y^4*Z^4+2*X^2*Y^2*Z^6+7*X*Y^8*Z+X*Y^7*Z^2+X*Y^3*Z^6+3*X^4*Y^3*Z^2+4*X^3*Y^5*Z+5*X^3*Y^4*Z^2+X^2*Y^6*Z+48*X^2*Y^5*Z^2+12*X*Y^7*Z+3*X*Y^6*Z^2+16*X*Y^4*Z^4+2*X^4*Y^2*Z^2+5*X^3*Y^4*Z+4*X^3*Y^3*Z^2+5*X^2*Y^5*Z+81*X^2*Y^4*Z^2+34*X^2*Y^2*Z^4+15*X*Y^6*Z+6*X*Y^5*Z^2+6*X*Y^4*Z^3+16*X*Y^3*Z^4+3*X^4*Y*Z^2+8*X^3*Y^3*Z+2*X^3*Y^2*Z^2+22*X^2*Y^4*Z+45*X^2*Y^3*Z^2+35*X*Y^5*Z+16*X*Y^4*Z^2+5*X*Y^3*Z^3+7*X^3*Y^2*Z+3*X^3*Y*Z^2+15*X^2*Y^3*Z+131*X^2*Y^2*Z^2+96*X*Y^4*Z+14*X*Y^3*Z^2+4*X*Y^2*Z^3+32*X*Y*Z^4+6*X^3*Y*Z+5*X^2*Y^2*Z+18*X^2*Y*Z^2+84*X*Y^3*Z+8*X*Y^2*Z^2+9*X*Y*Z^3+7*X^2*Y*Z+33*X*Y^2*Z+18*X*Y*Z^2+146*X*Y*Z

Algorithm definition

The algorithm ⟨10×13×16:1318⟩ 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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