Description of fast matrix multiplication algorithm: ⟨5×15×22:1114⟩

Algorithm type

10X2Y12Z2+12XY12Z+2X2Y9Z2+24X4Y4Z4+6X3Y6Z3+4X2Y8Z2+4XY10Z+2X3Y5Z3+4X2Y4Z5+14XY9Z+2XY8Z2+8X5Y2Z3+8X4Y4Z2+8X4Y3Z3+26X3Y4Z3+4X3Y2Z5+43X2Y6Z2+4XY8Z+2XY4Z5+16X5Y2Z2+2X3Y4Z2+2X3Y3Z3+2X3Y2Z4+4X2Y6Z+20X2Y5Z2+4X2Y3Z4+4X2Y2Z5+6XY5Z3+4X5Y2Z+8X4Y2Z2+2X3Y4Z+12X3Y3Z2+2X3YZ4+6X2Y5Z+32X2Y4Z2+2X2Y3Z3+2X2Y2Z4+12XY6Z+2XY3Z4+6XY2Z5+4X5YZ+12X3Y3Z+14X3Y2Z2+8X2Y3Z2+2X2Y2Z3+2X2YZ4+8XY5Z+2XY4Z2+4XY3Z3+2XYZ5+14X3Y2Z+6X3YZ2+14X2Y3Z+165X2Y2Z2+6X2YZ3+36XY4Z+13XY2Z3+34X3YZ+22X2Y2Z+2X2YZ2+113XY3Z+11XY2Z2+21XYZ3+42X2YZ+76XY2Z+9XYZ2+135XYZ10X2Y12Z212XY12Z2X2Y9Z224X4Y4Z46X3Y6Z34X2Y8Z24XY10Z2X3Y5Z34X2Y4Z514XY9Z2XY8Z28X5Y2Z38X4Y4Z28X4Y3Z326X3Y4Z34X3Y2Z543X2Y6Z24XY8Z2XY4Z516X5Y2Z22X3Y4Z22X3Y3Z32X3Y2Z44X2Y6Z20X2Y5Z24X2Y3Z44X2Y2Z56XY5Z34X5Y2Z8X4Y2Z22X3Y4Z12X3Y3Z22X3YZ46X2Y5Z32X2Y4Z22X2Y3Z32X2Y2Z412XY6Z2XY3Z46XY2Z54X5YZ12X3Y3Z14X3Y2Z28X2Y3Z22X2Y2Z32X2YZ48XY5Z2XY4Z24XY3Z32XYZ514X3Y2Z6X3YZ214X2Y3Z165X2Y2Z26X2YZ336XY4Z13XY2Z334X3YZ22X2Y2Z2X2YZ2113XY3Z11XY2Z221XYZ342X2YZ76XY2Z9XYZ2135XYZ10*X^2*Y^12*Z^2+12*X*Y^12*Z+2*X^2*Y^9*Z^2+24*X^4*Y^4*Z^4+6*X^3*Y^6*Z^3+4*X^2*Y^8*Z^2+4*X*Y^10*Z+2*X^3*Y^5*Z^3+4*X^2*Y^4*Z^5+14*X*Y^9*Z+2*X*Y^8*Z^2+8*X^5*Y^2*Z^3+8*X^4*Y^4*Z^2+8*X^4*Y^3*Z^3+26*X^3*Y^4*Z^3+4*X^3*Y^2*Z^5+43*X^2*Y^6*Z^2+4*X*Y^8*Z+2*X*Y^4*Z^5+16*X^5*Y^2*Z^2+2*X^3*Y^4*Z^2+2*X^3*Y^3*Z^3+2*X^3*Y^2*Z^4+4*X^2*Y^6*Z+20*X^2*Y^5*Z^2+4*X^2*Y^3*Z^4+4*X^2*Y^2*Z^5+6*X*Y^5*Z^3+4*X^5*Y^2*Z+8*X^4*Y^2*Z^2+2*X^3*Y^4*Z+12*X^3*Y^3*Z^2+2*X^3*Y*Z^4+6*X^2*Y^5*Z+32*X^2*Y^4*Z^2+2*X^2*Y^3*Z^3+2*X^2*Y^2*Z^4+12*X*Y^6*Z+2*X*Y^3*Z^4+6*X*Y^2*Z^5+4*X^5*Y*Z+12*X^3*Y^3*Z+14*X^3*Y^2*Z^2+8*X^2*Y^3*Z^2+2*X^2*Y^2*Z^3+2*X^2*Y*Z^4+8*X*Y^5*Z+2*X*Y^4*Z^2+4*X*Y^3*Z^3+2*X*Y*Z^5+14*X^3*Y^2*Z+6*X^3*Y*Z^2+14*X^2*Y^3*Z+165*X^2*Y^2*Z^2+6*X^2*Y*Z^3+36*X*Y^4*Z+13*X*Y^2*Z^3+34*X^3*Y*Z+22*X^2*Y^2*Z+2*X^2*Y*Z^2+113*X*Y^3*Z+11*X*Y^2*Z^2+21*X*Y*Z^3+42*X^2*Y*Z+76*X*Y^2*Z+9*X*Y*Z^2+135*X*Y*Z

Algorithm definition

The algorithm ⟨5×15×22:1114⟩ could be constructed using the following decomposition:

⟨5×15×22:1114⟩ = ⟨2×5×6:47⟩ + ⟨2×5×6:47⟩ + ⟨3×5×6:68⟩ + ⟨2×5×4:32⟩ + ⟨3×5×6:68⟩ + ⟨2×5×6:47⟩ + ⟨3×5×4:47⟩ + ⟨2×5×6:47⟩ + ⟨3×5×4:47⟩ + ⟨2×5×6:47⟩ + ⟨3×5×6:68⟩ + ⟨3×5×6:68⟩ + ⟨3×5×6:68⟩ + ⟨3×5×6:68⟩ + ⟨3×5×6:68⟩ + ⟨3×5×4:47⟩ + ⟨3×5×6:68⟩ + ⟨2×5×6:47⟩ + ⟨3×5×6:68⟩ + ⟨2×5×6:47⟩.

This decomposition is defined by the following equality:

TraceMulA_1_1A_1_2A_1_3A_1_4A_1_5A_1_6A_1_7A_1_8A_1_9A_1_10A_1_11A_1_12A_1_13A_1_14A_1_15A_2_1A_2_2A_2_3A_2_4A_2_5A_2_6A_2_7A_2_8A_2_9A_2_10A_2_11A_2_12A_2_13A_2_14A_2_15A_3_1A_3_2A_3_3A_3_4A_3_5A_3_6A_3_7A_3_8A_3_9A_3_10A_3_11A_3_12A_3_13A_3_14A_3_15A_4_1A_4_2A_4_3A_4_4A_4_5A_4_6A_4_7A_4_8A_4_9A_4_10A_4_11A_4_12A_4_13A_4_14A_4_15A_5_1A_5_2A_5_3A_5_4A_5_5A_5_6A_5_7A_5_8A_5_9A_5_10A_5_11A_5_12A_5_13A_5_14A_5_15B_1_1B_1_2B_1_3B_1_4B_1_5B_1_6B_1_7B_1_8B_1_9B_1_10B_1_11B_1_12B_1_13B_1_14B_1_15B_1_16B_1_17B_1_18B_1_19B_1_20B_1_21B_1_22B_2_1B_2_2B_2_3B_2_4B_2_5B_2_6B_2_7B_2_8B_2_9B_2_10B_2_11B_2_12B_2_13B_2_14B_2_15B_2_16B_2_17B_2_18B_2_19B_2_20B_2_21B_2_22B_3_1B_3_2B_3_3B_3_4B_3_5B_3_6B_3_7B_3_8B_3_9B_3_10B_3_11B_3_12B_3_13B_3_14B_3_15B_3_16B_3_17B_3_18B_3_19B_3_20B_3_21B_3_22B_4_1B_4_2B_4_3B_4_4B_4_5B_4_6B_4_7B_4_8B_4_9B_4_10B_4_11B_4_12B_4_13B_4_14B_4_15B_4_16B_4_17B_4_18B_4_19B_4_20B_4_21B_4_22B_5_1B_5_2B_5_3B_5_4B_5_5B_5_6B_5_7B_5_8B_5_9B_5_10B_5_11B_5_12B_5_13B_5_14B_5_15B_5_16B_5_17B_5_18B_5_19B_5_20B_5_21B_5_22B_6_1B_6_2B_6_3B_6_4B_6_5B_6_6B_6_7B_6_8B_6_9B_6_10B_6_11B_6_12B_6_13B_6_14B_6_15B_6_16B_6_17B_6_18B_6_19B_6_20B_6_21B_6_22B_7_1B_7_2B_7_3B_7_4B_7_5B_7_6B_7_7B_7_8B_7_9B_7_10B_7_11B_7_12B_7_13B_7_14B_7_15B_7_16B_7_17B_7_18B_7_19B_7_20B_7_21B_7_22B_8_1B_8_2B_8_3B_8_4B_8_5B_8_6B_8_7B_8_8B_8_9B_8_10B_8_11B_8_12B_8_13B_8_14B_8_15B_8_16B_8_17B_8_18B_8_19B_8_20B_8_21B_8_22B_9_1B_9_2B_9_3B_9_4B_9_5B_9_6B_9_7B_9_8B_9_9B_9_10B_9_11B_9_12B_9_13B_9_14B_9_15B_9_16B_9_17B_9_18B_9_19B_9_20B_9_21B_9_22B_10_1B_10_2B_10_3B_10_4B_10_5B_10_6B_10_7B_10_8B_10_9B_10_10B_10_11B_10_12B_10_13B_10_14B_10_15B_10_16B_10_17B_10_18B_10_19B_10_20B_10_21B_10_22B_11_1B_11_2B_11_3B_11_4B_11_5B_11_6B_11_7B_11_8B_11_9B_11_10B_11_11B_11_12B_11_13B_11_14B_11_15B_11_16B_11_17B_11_18B_11_19B_11_20B_11_21B_11_22B_12_1B_12_2B_12_3B_12_4B_12_5B_12_6B_12_7B_12_8B_12_9B_12_10B_12_11B_12_12B_12_13B_12_14B_12_15B_12_16B_12_17B_12_18B_12_19B_12_20B_12_21B_12_22B_13_1B_13_2B_13_3B_13_4B_13_5B_13_6B_13_7B_13_8B_13_9B_13_10B_13_11B_13_12B_13_13B_13_14B_13_15B_13_16B_13_17B_13_18B_13_19B_13_20B_13_21B_13_22B_14_1B_14_2B_14_3B_14_4B_14_5B_14_6B_14_7B_14_8B_14_9B_14_10B_14_11B_14_12B_14_13B_14_14B_14_15B_14_16B_14_17B_14_18B_14_19B_14_20B_14_21B_14_22B_15_1B_15_2B_15_3B_15_4B_15_5B_15_6B_15_7B_15_8B_15_9B_15_10B_15_11B_15_12B_15_13B_15_14B_15_15B_15_16B_15_17B_15_18B_15_19B_15_20B_15_21B_15_22C_1_1C_1_2C_1_3C_1_4C_1_5C_2_1C_2_2C_2_3C_2_4C_2_5C_3_1C_3_2C_3_3C_3_4C_3_5C_4_1C_4_2C_4_3C_4_4C_4_5C_5_1C_5_2C_5_3C_5_4C_5_5C_6_1C_6_2C_6_3C_6_4C_6_5C_7_1C_7_2C_7_3C_7_4C_7_5C_8_1C_8_2C_8_3C_8_4C_8_5C_9_1C_9_2C_9_3C_9_4C_9_5C_10_1C_10_2C_10_3C_10_4C_10_5C_11_1C_11_2C_11_3C_11_4C_11_5C_12_1C_12_2C_12_3C_12_4C_12_5C_13_1C_13_2C_13_3C_13_4C_13_5C_14_1C_14_2C_14_3C_14_4C_14_5C_15_1C_15_2C_15_3C_15_4C_15_5C_16_1C_16_2C_16_3C_16_4C_16_5C_17_1C_17_2C_17_3C_17_4C_17_5C_18_1C_18_2C_18_3C_18_4C_18_5C_19_1C_19_2C_19_3C_19_4C_19_5C_20_1C_20_2C_20_3C_20_4C_20_5C_21_1C_21_2C_21_3C_21_4C_21_5C_22_1C_22_2C_22_3C_22_4C_22_5=TraceMulA_1_1A_1_2A_1_3A_1_4A_1_5A_2_1A_2_2A_2_3A_2_4A_2_5-B_1_11+B_6_11-B_1_12+B_6_12-B_1_13+B_6_13-B_1_14+B_6_14-B_1_15+B_6_15-B_1_16+B_6_16-B_2_11+B_7_11-B_2_12+B_7_12-B_2_13+B_7_13-B_2_14+B_7_14-B_2_15+B_7_15-B_2_16+B_7_16-B_3_11+B_8_11-B_3_12+B_8_12-B_3_13+B_8_13-B_3_14+B_8_14-B_3_15+B_8_15-B_3_16+B_8_16-B_4_11+B_9_11-B_4_12+B_9_12-B_4_13+B_9_13-B_4_14+B_9_14-B_4_15+B_9_15-B_4_16+B_9_16-B_5_11+B_10_11-B_5_12+B_10_12-B_5_13+B_10_13-B_5_14+B_10_14-B_5_15+B_10_15-B_5_16+B_10_16-C_11_1-C_11_4-C_11_2-C_11_5-C_12_1-C_12_4-C_12_2-C_12_5-C_13_1-C_13_4-C_13_2-C_13_5-C_14_1-C_14_4-C_14_2-C_14_5-C_15_1-C_15_4-C_15_2-C_15_5-C_16_1-C_16_4-C_16_2-C_16_5+TraceMul-A_1_11-A_1_12-A_1_13-A_1_14-A_1_15-A_2_11-A_2_12-A_2_13-A_2_14-A_2_15B_11_11B_11_12B_11_13B_11_14B_11_15B_11_16B_12_11B_12_12B_12_13B_12_14B_12_15B_12_16B_13_11B_13_12B_13_13B_13_14B_13_15B_13_16B_14_11B_14_12B_14_13B_14_14B_14_15B_14_16B_15_11B_15_12B_15_13B_15_14B_15_15B_15_16-C_11_1-C_17_1-C_11_2-C_17_2-C_12_1-C_18_1-C_12_2-C_18_2-C_13_1-C_19_1-C_13_2-C_19_2-C_14_1-C_20_1-C_14_2-C_20_2-C_15_1-C_21_1-C_15_2-C_21_2-C_16_1-C_22_1-C_16_2-C_22_2+TraceMul-A_3_1-A_3_11-A_3_2-A_3_12-A_3_3-A_3_13-A_3_4-A_3_14-A_3_5-A_3_15-A_4_1-A_1_6+A_1_11-A_4_11-A_4_2-A_1_7+A_1_12-A_4_12-A_4_3-A_1_8+A_1_13-A_4_13-A_4_4-A_1_9+A_1_14-A_4_14-A_4_5-A_1_10+A_1_15-A_4_15-A_5_1-A_2_6+A_2_11-A_5_11-A_5_2-A_2_7+A_2_12-A_5_12-A_5_3-A_2_8+A_2_13-A_5_13-A_5_4-A_2_9+A_2_14-A_5_14-A_5_5-A_2_10+A_2_15-A_5_15-B_1_5+B_6_17-B_1_6+B_6_18-B_1_7+B_6_19-B_1_8+B_6_20-B_1_9+B_6_21-B_1_10+B_6_22-B_2_5+B_7_17-B_2_6+B_7_18-B_2_7+B_7_19-B_2_8+B_7_20-B_2_9+B_7_21-B_2_10+B_7_22-B_3_5+B_8_17-B_3_6+B_8_18-B_3_7+B_8_19-B_3_8+B_8_20-B_3_9+B_8_21-B_3_10+B_8_22-B_4_5+B_9_17-B_4_6+B_9_18-B_4_7+B_9_19-B_4_8+B_9_20-B_4_9+B_9_21-B_4_10+B_9_22-B_5_5+B_10_17-B_5_6+B_10_18-B_5_7+B_10_19-B_5_8+B_10_20-B_5_9+B_10_21-B_5_10+B_10_22C_5_3-C_17_1+C_5_4-C_17_2+C_5_5C_6_3-C_18_1+C_6_4-C_18_2+C_6_5C_7_3-C_19_1+C_7_4-C_19_2+C_7_5C_8_3-C_20_1+C_8_4-C_20_2+C_8_5C_9_3-C_21_1+C_9_4-C_21_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N.B.: for any matrices A, B and C such that the expression Tr(Mul(A,B,C)) is defined, one can construct several trilinear homogeneous polynomials P(A,B,C) such that P(A,B,C)=Tr(Mul(A,B,C)) (P(A,B,C) variables are A,B and C's coefficients). Each trilinear P expression encodes a matrix multiplication algorithm: the coefficient in C_i_j of P(A,B,C) is the (i,j)-th entry of the matrix product Mul(A,B)=Transpose(C).

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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