Description of fast matrix multiplication algorithm: ⟨8×19×20:1885⟩

Algorithm type

6X8Y8Z8+X8Y7Z8+3X7Y7Z8+2X4Y12Z4+2X4Y11Z4+6X4Y8Z4+2X4Y7Z4+2X3Y7Z4+113X4Y4Z4+8X4Y3Z4+3X3Y4Z4+12X4Y3Z3+3X3Y3Z4+38X2Y6Z2+16X2Y5Z2+6X2Y5Z+146X2Y4Z2+6XY6Z+18X2Y3Z2+18XY5Z+2XY4Z2+450X2Y2Z2+72XY4Z+2XY3Z2+18X2YZ2+96XY3Z+6X2YZ+378XY2Z+450XYZ6X8Y8Z8X8Y7Z83X7Y7Z82X4Y12Z42X4Y11Z46X4Y8Z42X4Y7Z42X3Y7Z4113X4Y4Z48X4Y3Z43X3Y4Z412X4Y3Z33X3Y3Z438X2Y6Z216X2Y5Z26X2Y5Z146X2Y4Z26XY6Z18X2Y3Z218XY5Z2XY4Z2450X2Y2Z272XY4Z2XY3Z218X2YZ296XY3Z6X2YZ378XY2Z450XYZ6*X^8*Y^8*Z^8+X^8*Y^7*Z^8+3*X^7*Y^7*Z^8+2*X^4*Y^12*Z^4+2*X^4*Y^11*Z^4+6*X^4*Y^8*Z^4+2*X^4*Y^7*Z^4+2*X^3*Y^7*Z^4+113*X^4*Y^4*Z^4+8*X^4*Y^3*Z^4+3*X^3*Y^4*Z^4+12*X^4*Y^3*Z^3+3*X^3*Y^3*Z^4+38*X^2*Y^6*Z^2+16*X^2*Y^5*Z^2+6*X^2*Y^5*Z+146*X^2*Y^4*Z^2+6*X*Y^6*Z+18*X^2*Y^3*Z^2+18*X*Y^5*Z+2*X*Y^4*Z^2+450*X^2*Y^2*Z^2+72*X*Y^4*Z+2*X*Y^3*Z^2+18*X^2*Y*Z^2+96*X*Y^3*Z+6*X^2*Y*Z+378*X*Y^2*Z+450*X*Y*Z

Algorithm definition

The algorithm ⟨8×19×20:1885⟩ could be constructed using the following decomposition:

⟨8×19×20:1885⟩ = ⟨4×10×10:280⟩ + ⟨4×10×10:280⟩ + ⟨4×9×10:255⟩ + ⟨4×10×10:280⟩ + ⟨4×9×10:255⟩ + ⟨4×10×10:280⟩ + ⟨4×9×10:255⟩.

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_1_16A_1_17A_1_18A_1_19A_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_2_16A_2_17A_2_18A_2_19A_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_3_16A_3_17A_3_18A_3_19A_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_4_16A_4_17A_4_18A_4_19A_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_15A_5_16A_5_17A_5_18A_5_19A_6_1A_6_2A_6_3A_6_4A_6_5A_6_6A_6_7A_6_8A_6_9A_6_10A_6_11A_6_12A_6_13A_6_14A_6_15A_6_16A_6_17A_6_18A_6_19A_7_1A_7_2A_7_3A_7_4A_7_5A_7_6A_7_7A_7_8A_7_9A_7_10A_7_11A_7_12A_7_13A_7_14A_7_15A_7_16A_7_17A_7_18A_7_19A_8_1A_8_2A_8_3A_8_4A_8_5A_8_6A_8_7A_8_8A_8_9A_8_10A_8_11A_8_12A_8_13A_8_14A_8_15A_8_16A_8_17A_8_18A_8_19B_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_16_1B_16_2B_16_3B_16_4B_16_5B_16_6B_16_7B_16_8B_16_9B_16_10B_16_11B_16_12B_16_13B_16_14B_16_15B_16_16B_16_17B_16_18B_16_19B_16_20B_17_1B_17_2B_17_3B_17_4B_17_5B_17_6B_17_7B_17_8B_17_9B_17_10B_17_11B_17_12B_17_13B_17_14B_17_15B_17_16B_17_17B_17_18B_17_19B_17_20B_18_1B_18_2B_18_3B_18_4B_18_5B_18_6B_18_7B_18_8B_18_9B_18_10B_18_11B_18_12B_18_13B_18_14B_18_15B_18_16B_18_17B_18_18B_18_19B_18_20B_19_1B_19_2B_19_3B_19_4B_19_5B_19_6B_19_7B_19_8B_19_9B_19_10B_19_11B_19_12B_19_13B_19_14B_19_15B_19_16B_19_17B_19_18B_19_19B_19_20C_1_1C_1_2C_1_3C_1_4C_1_5C_1_6C_1_7C_1_8C_2_1C_2_2C_2_3C_2_4C_2_5C_2_6C_2_7C_2_8C_3_1C_3_2C_3_3C_3_4C_3_5C_3_6C_3_7C_3_8C_4_1C_4_2C_4_3C_4_4C_4_5C_4_6C_4_7C_4_8C_5_1C_5_2C_5_3C_5_4C_5_5C_5_6C_5_7C_5_8C_6_1C_6_2C_6_3C_6_4C_6_5C_6_6C_6_7C_6_8C_7_1C_7_2C_7_3C_7_4C_7_5C_7_6C_7_7C_7_8C_8_1C_8_2C_8_3C_8_4C_8_5C_8_6C_8_7C_8_8C_9_1C_9_2C_9_3C_9_4C_9_5C_9_6C_9_7C_9_8C_10_1C_10_2C_10_3C_10_4C_10_5C_10_6C_10_7C_10_8C_11_1C_11_2C_11_3C_11_4C_11_5C_11_6C_11_7C_11_8C_12_1C_12_2C_12_3C_12_4C_12_5C_12_6C_12_7C_12_8C_13_1C_13_2C_13_3C_13_4C_13_5C_13_6C_13_7C_13_8C_14_1C_14_2C_14_3C_14_4C_14_5C_14_6C_14_7C_14_8C_15_1C_15_2C_15_3C_15_4C_15_5C_15_6C_15_7C_15_8C_16_1C_16_2C_16_3C_16_4C_16_5C_16_6C_16_7C_16_8C_17_1C_17_2C_17_3C_17_4C_17_5C_17_6C_17_7C_17_8C_18_1C_18_2C_18_3C_18_4C_18_5C_18_6C_18_7C_18_8C_19_1C_19_2C_19_3C_19_4C_19_5C_19_6C_19_7C_19_8C_20_1C_20_2C_20_3C_20_4C_20_5C_20_6C_20_7C_20_8=TraceMulA_5_10A_1_1+A_5_11A_1_2+A_5_6A_1_3+A_5_7A_1_4+A_5_8A_1_5+A_5_9A_1_12+A_5_16A_1_13+A_5_17A_1_14+A_5_18A_1_15+A_5_19A_6_10A_2_1+A_6_11A_2_2+A_6_6A_2_3+A_6_7A_2_4+A_6_8A_2_5+A_6_9A_2_12+A_6_16A_2_13+A_6_17A_2_14+A_6_18A_2_15+A_6_19A_7_10A_3_1+A_7_11A_3_2+A_7_6A_3_3+A_7_7A_3_4+A_7_8A_3_5+A_7_9A_3_12+A_7_16A_3_13+A_7_17A_3_14+A_7_18A_3_15+A_7_19A_8_10A_4_1+A_8_11A_4_2+A_8_6A_4_3+A_8_7A_4_4+A_8_8A_4_5+A_8_9A_4_12+A_8_16A_4_13+A_8_17A_4_14+A_8_18A_4_15+A_8_19B_10_11B_10_12B_10_7B_10_8B_10_9B_10_10B_10_17B_10_18B_10_19B_10_20B_1_1+B_11_11B_1_2+B_11_12B_1_3+B_11_7B_1_4+B_11_8B_1_5+B_11_9B_1_6+B_11_10B_1_13+B_11_17B_1_14+B_11_18B_1_15+B_11_19B_1_16+B_11_20B_2_1+B_6_11B_2_2+B_6_12B_2_3+B_6_7B_2_4+B_6_8B_2_5+B_6_9B_2_6+B_6_10B_2_13+B_6_17B_2_14+B_6_18B_2_15+B_6_19B_2_16+B_6_20B_3_1+B_7_11B_3_2+B_7_12B_3_3+B_7_7B_3_4+B_7_8B_3_5+B_7_9B_3_6+B_7_10B_3_13+B_7_17B_3_14+B_7_18B_3_15+B_7_19B_3_16+B_7_20B_4_1+B_8_11B_4_2+B_8_12B_4_3+B_8_7B_4_4+B_8_8B_4_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1C_6_2C_6_3C_6_4C_13_1C_13_2C_13_3C_13_4C_14_1C_14_2C_14_3C_14_4C_15_1C_15_2C_15_3C_15_4C_16_1C_16_2C_16_3C_16_4TraceMulA_1_1A_5_1A_1_2A_5_2A_1_3A_5_3A_1_4A_5_4A_1_5A_5_5A_1_12A_5_12A_1_13A_5_13A_1_14A_5_14A_1_15A_5_15A_2_1A_6_1A_2_2A_6_2A_2_3A_6_3A_2_4A_6_4A_2_5A_6_5A_2_12A_6_12A_2_13A_6_13A_2_14A_6_14A_2_15A_6_15A_3_1A_7_1A_3_2A_7_2A_3_3A_7_3A_3_4A_7_4A_3_5A_7_5A_3_12A_7_12A_3_13A_7_13A_3_14A_7_14A_3_15A_7_15A_4_1A_8_1A_4_2A_8_2A_4_3A_8_3A_4_4A_8_4A_4_5A_8_5A_4_12A_8_12A_4_13A_8_13A_4_14A_8_14A_4_15A_8_15B_1_1B_1_11B_1_2B_1_12B_1_3B_1_7B_1_4B_1_8B_1_5B_1_9B_1_6B_1_10B_1_13B_1_17B_1_14B_1_18B_1_15B_1_19B_1_16B_1_20B_2_1B_2_11B_2_2B_2_12B_2_3B_2_7B_2_4B_2_8B_2_5B_2_9B_2_6B_2_10B_2_13B_2_17B_2_14B_2_18B_2_15B_2_19B_2_16B_2_20B_3_1B_3_11B_3_2B_3_12B_3_3B_3_7B_3_4B_3_8B_3_5B_3_9B_3_6B_3_10B_3_13B_3_17B_3_14B_3_18B_3_15B_3_19B_3_16B_3_20B_4_1B_4_11B_4_2B_4_12B_4_3B_4_7B_4_4B_4_8B_4_5B_4_9B_4_6B_4_10B_4_13B_4_17B_4_14B_4_18B_4_15B_4_19B_4_16B_4_20B_5_1B_5_11B_5_2B_5_12B_5_3B_5_7B_5_4B_5_8B_5_5B_5_9B_5_6B_5_10B_5_13B_5_17B_5_14B_5_18B_5_15B_5_19B_5_16B_5_20B_12_1B_12_11B_12_2B_12_12B_12_3B_12_7B_12_4B_12_8B_12_5B_12_9B_12_6B_12_10B_12_13B_12_17B_12_14B_12_18B_12_15B_12_19B_12_16B_12_20B_13_1B_13_11B_13_2B_13_12B_13_3B_13_7B_13_4B_13_8B_13_5B_13_9B_13_6B_13_10B_13_13B_13_17B_13_14B_13_18B_13_15B_13_19B_13_16B_13_20B_14_1B_14_11B_14_2B_14_12B_14_3B_14_7B_14_4B_14_8B_14_5B_14_9B_14_6B_14_10B_14_13B_14_17B_14_14B_14_18B_14_15B_14_19B_14_16B_14_20B_15_1B_15_11B_15_2B_15_12B_15_3B_15_7B_15_4B_15_8B_15_5B_15_9B_15_6B_15_10B_15_13B_15_17B_15_14B_15_18B_15_15B_15_19B_15_16B_15_20C_11_5C_11_6C_11_7C_11_8C_12_5C_12_6C_12_7C_12_8C_7_5C_7_6C_7_7C_7_8C_8_5C_8_6C_8_7C_8_8C_9_5C_9_6C_9_7C_9_8C_10_5C_10_6C_10_7C_10_8C_17_5C_17_6C_17_7C_17_8C_18_5C_18_6C_18_7C_18_8C_19_5C_19_6C_19_7C_19_8C_20_5C_20_6C_20_7C_20_8TraceMulA_1_10A_1_1A_1_11A_1_2A_1_6A_1_3A_1_7A_1_4A_1_8A_1_5A_1_9A_1_12A_1_16A_1_13A_1_17A_1_14A_1_18A_1_15A_1_19A_2_10A_2_1A_2_11A_2_2A_2_6A_2_3A_2_7A_2_4A_2_8A_2_5A_2_9A_2_12A_2_16A_2_13A_2_17A_2_14A_2_18A_2_15A_2_19A_3_10A_3_1A_3_11A_3_2A_3_6A_3_3A_3_7A_3_4A_3_8A_3_5A_3_9A_3_12A_3_16A_3_13A_3_17A_3_14A_3_18A_3_15A_3_19A_4_10A_4_1A_4_11A_4_2A_4_6A_4_3A_4_7A_4_4A_4_8A_4_5A_4_9A_4_12A_4_16A_4_13A_4_17A_4_14A_4_18A_4_15A_4_19B_10_11B_10_12B_10_7B_10_8B_10_9B_10_10B_10_17B_10_18B_10_19B_10_20B_11_11B_11_12B_11_7B_11_8B_11_9B_11_10B_11_17B_11_18B_11_19B_11_20B_6_11B_6_12B_6_7B_6_8B_6_9B_6_10B_6_17B_6_18B_6_19B_6_20B_7_11B_7_12B_7_7B_7_8B_7_9B_7_10B_7_17B_7_18B_7_19B_7_20B_8_11B_8_12B_8_7B_8_8B_8_9B_8_10B_8_17B_8_18B_8_19B_8_20B_9_11B_9_12B_9_7B_9_8B_9_9B_9_10B_9_17B_9_18B_9_19B_9_20B_16_11B_16_12B_16_7B_16_8B_16_9B_16_10B_16_17B_16_18B_16_19B_16_20B_17_11B_17_12B_17_7B_17_8B_17_9B_17_10B_17_17B_17_18B_17_19B_17_20B_18_11B_18_12B_18_7B_18_8B_18_9B_18_10B_18_17B_18_18B_18_19B_18_20B_19_11B_19_12B_19_7B_19_8B_19_9B_19_10B_19_17B_19_18B_19_19B_19_20C_1_1C_11_1C_1_2C_11_2C_1_3C_11_3C_1_4C_11_4C_2_1C_12_1C_2_2C_12_2C_2_3C_12_3C_2_4C_12_4C_3_1C_7_1C_7_2C_3_2C_7_3C_3_3C_3_4C_7_4C_4_1C_8_1C_4_2C_8_2C_4_3C_8_3C_4_4C_8_4C_5_1C_9_1C_5_2C_9_2C_5_3C_9_3C_5_4C_9_4C_6_1C_10_1C_6_2C_10_2C_6_3C_10_3C_6_4C_10_4C_13_1C_17_1C_13_2C_17_2C_13_3C_17_3C_13_4C_17_4C_14_1C_18_1C_14_2C_18_2C_14_3C_18_3C_14_4C_18_4C_15_1C_19_1C_15_2C_19_2C_15_3C_19_3C_15_4C_19_4C_16_1C_20_1C_16_2C_20_2C_16_3C_20_3C_16_4C_20_4TraceMulA_1_1A_1_2A_1_3A_1_4A_1_5A_1_12A_1_13A_1_14A_1_15A_2_1A_2_2A_2_3A_2_4A_2_5A_2_12A_2_13A_2_14A_2_15A_3_1A_3_2A_3_3A_3_4A_3_5A_3_12A_3_13A_3_14A_3_15A_4_1A_4_2A_4_3A_4_4A_4_5A_4_12A_4_13A_4_14A_4_15B_1_11B_11_11B_1_12B_11_12B_1_7B_11_7B_1_8B_11_8B_1_9B_11_9B_1_10B_11_10B_1_17B_11_17B_1_18B_11_18B_1_19B_11_19B_1_20B_11_20B_2_11B_6_11B_2_12B_6_12B_2_7B_6_7B_2_8B_6_8B_2_9B_6_9B_2_10B_6_10B_2_17B_6_17B_2_18B_6_18B_2_19B_6_19B_2_20B_6_20B_3_11B_7_11B_3_12B_7_12B_3_7B_7_7B_3_8B_7_8B_3_9B_7_9B_3_10B_7_10B_3_17B_7_17B_3_18B_7_18B_3_19B_7_19B_3_20B_7_20B_4_11B_8_11B_4_12B_8_12B_4_7B_8_7B_4_8B_8_8B_4_9B_8_9B_4_10B_8_10B_4_17B_8_17B_4_18B_8_18B_4_19B_8_19B_4_20B_8_20B_5_11B_9_11B_5_12B_9_12B_5_7B_9_7B_5_8B_9_8B_5_9B_9_9B_5_10B_9_10B_5_17B_9_17B_5_18B_9_18B_5_19B_9_19B_5_20B_9_20B_12_11B_16_11B_12_12B_16_12B_12_7B_16_7B_12_8B_16_8B_12_9B_16_9B_12_10B_16_10B_12_17B_16_17B_12_18B_16_18B_12_19B_16_19B_12_20B_16_20B_13_11B_17_11B_13_12B_17_12B_13_7B_17_7B_13_8B_17_8B_13_9B_17_9B_13_10B_17_10B_13_17B_17_17B_13_18B_17_18B_13_19B_17_19B_13_20B_17_20B_14_11B_18_11B_14_12B_18_12B_14_7B_18_7B_14_8B_18_8B_14_9B_18_9B_14_10B_18_10B_14_17B_18_17B_14_18B_18_18B_14_19B_18_19B_14_20B_18_20B_15_11B_19_11B_15_12B_19_12B_15_7B_19_7B_15_8B_19_8B_15_9B_19_9B_15_10B_19_10B_15_17B_19_17B_15_18B_19_18B_15_19B_19_19B_15_20B_19_20C_11_1C_11_5C_11_2C_11_6C_11_3C_11_7C_11_4C_11_8C_12_1C_12_5C_12_2C_12_6C_12_3C_12_7C_12_4C_12_8C_7_1C_7_5C_7_2C_7_6C_7_3C_7_7C_7_4C_7_8C_8_1C_8_5C_8_2C_8_6C_8_3C_8_7C_8_4C_8_8C_9_1C_9_5C_9_2C_9_6C_9_3C_9_7C_9_4C_9_8C_10_1C_10_5C_10_2C_10_6C_10_3C_10_7C_10_4C_10_8C_17_1C_17_5C_17_2C_17_6C_17_3C_17_7C_17_4C_17_8C_18_1C_18_5C_18_2C_18_6C_18_3C_18_7C_18_4C_18_8C_19_1C_19_5C_19_2C_19_6C_19_3C_19_7C_19_4C_19_8C_20_1C_20_5C_20_2C_20_6C_20_3C_20_7C_20_4C_20_8TraceMulA_5_10A_5_11A_5_6A_5_7A_5_8A_5_9A_5_16A_5_17A_5_18A_5_19A_6_10A_6_11A_6_6A_6_7A_6_8A_6_9A_6_16A_6_17A_6_18A_6_19A_7_10A_7_11A_7_6A_7_7A_7_8A_7_9A_7_16A_7_17A_7_18A_7_19A_8_10A_8_11A_8_6A_8_7A_8_8A_8_9A_8_16A_8_17A_8_18A_8_19B_10_1B_10_2B_10_3B_10_4B_10_5B_10_6B_10_13B_10_14B_10_15B_10_16B_1_1B_11_1B_1_2B_11_2B_1_3B_11_3B_1_4B_11_4B_1_5B_11_5B_1_6B_11_6B_1_13B_11_13B_1_14B_11_14B_1_15B_11_15B_1_16B_11_16B_2_1B_6_1B_2_2B_6_2B_2_3B_6_3B_6_4B_2_4B_2_5B_6_5B_2_6B_6_6B_2_13B_6_13B_2_14B_6_14B_2_15B_6_15B_2_16B_6_16B_3_1B_7_1B_3_2B_7_2B_3_3B_7_3B_7_4B_3_4B_3_5B_7_5B_3_6B_7_6B_3_13B_7_13B_3_14B_7_14B_3_15B_7_15B_3_16B_7_16B_4_1B_8_1B_4_2B_8_2B_4_3B_8_3B_4_4B_8_4B_4_5B_8_5B_4_6B_8_6B_4_13B_8_13B_4_14B_8_14B_4_15B_8_15B_4_16B_8_16B_5_1B_9_1B_5_2B_9_2B_5_3B_9_3B_5_4B_9_4B_5_5B_9_5B_5_6B_9_6B_5_13B_9_13B_5_14B_9_14B_5_15B_9_15B_5_16B_9_16B_12_1B_16_1B_12_2B_16_2B_12_3B_16_3B_12_4B_16_4B_12_5B_16_5B_12_6B_16_6B_12_13B_16_13B_12_14B_16_14B_12_15B_16_15B_12_16B_16_16B_13_1B_17_1B_13_2B_17_2B_13_3B_17_3B_13_4B_17_4B_13_5B_17_5B_13_6B_17_6B_13_13B_17_13B_13_14B_17_14B_13_15B_17_15B_13_16B_17_16B_14_1B_18_1B_14_2B_18_2B_14_3B_18_3B_14_4B_18_4B_14_5B_18_5B_14_6B_18_6B_14_13B_18_13B_14_14B_18_14B_14_15B_18_15B_14_16B_18_16B_15_1B_19_1B_15_2B_19_2B_15_3B_19_3B_15_4B_19_4B_15_5B_19_5B_15_6B_19_6B_15_13B_19_13B_15_14B_19_14B_15_15B_19_15B_15_16B_19_16C_1_1C_1_5C_1_2C_1_6C_1_3C_1_7C_1_4C_1_8C_2_1C_2_5C_2_2C_2_6C_2_3C_2_7C_2_4C_2_8C_3_1C_3_5C_3_2C_3_6C_3_3C_3_7C_3_4C_3_8C_4_1C_4_5C_4_2C_4_6C_4_3C_4_7C_4_4C_4_8C_5_1C_5_5C_5_2C_5_6C_5_3C_5_7C_5_4C_5_8C_6_1C_6_5C_6_2C_6_6C_6_3C_6_7C_6_4C_6_8C_13_1C_13_5C_13_2C_13_6C_13_3C_13_7C_13_4C_13_8C_14_1C_14_5C_14_2C_14_6C_14_3C_14_7C_14_4C_14_8C_15_1C_15_5C_15_2C_15_6C_15_3C_15_7C_15_4C_15_8C_16_1C_16_5C_16_2C_16_6C_16_3C_16_7C_16_4C_16_8TraceMulA_5_1A_5_11A_5_2A_5_6A_5_3A_5_7A_5_4A_5_8A_5_5A_5_9A_5_12A_5_16A_5_13A_5_17A_5_14A_5_18A_5_15A_5_19A_6_1A_6_11A_6_2A_6_6A_6_3A_6_7A_6_4A_6_8A_6_5A_6_9A_6_12A_6_16A_6_13A_6_17A_6_14A_6_18A_6_15A_6_19A_7_1A_7_11A_7_2A_7_6A_7_3A_7_7A_7_4A_7_8A_7_5A_7_9A_7_12A_7_16A_7_13A_7_17A_7_14A_7_18A_7_15A_7_19A_8_1A_8_11A_8_2A_8_6A_8_3A_8_7A_8_4A_8_8A_8_5A_8_9A_8_12A_8_16A_8_13A_8_17A_8_14A_8_18A_8_15A_8_19B_1_1B_1_2B_1_3B_1_4B_1_5B_1_6B_1_13B_1_14B_1_15B_1_16B_2_1B_2_2B_2_3B_2_4B_2_5B_2_6B_2_13B_2_14B_2_15B_2_16B_3_1B_3_2B_3_3B_3_4B_3_5B_3_6B_3_13B_3_14B_3_15B_3_16B_4_1B_4_2B_4_3B_4_4B_4_5B_4_6B_4_13B_4_14B_4_15B_4_16B_5_1B_5_2B_5_3B_5_4B_5_5B_5_6B_5_13B_5_14B_5_15B_5_16B_12_1B_12_2B_12_3B_12_4B_12_5B_12_6B_12_13B_12_14B_12_15B_12_16B_13_1B_13_2B_13_3B_13_4B_13_5B_13_6B_13_13B_13_14B_13_15B_13_16B_14_1B_14_2B_14_3B_14_4B_14_5B_14_6B_14_13B_14_14B_14_15B_14_16B_15_1B_15_2B_15_3B_15_4B_15_5B_15_6B_15_13B_15_14B_15_15B_15_16C_1_5C_11_5C_1_6C_11_6C_1_7C_11_7C_1_8C_11_8C_2_5C_12_5C_2_6C_12_6C_2_7C_12_7C_2_8C_12_8C_3_5C_7_5C_3_6C_7_6C_3_7C_7_7C_3_8C_7_8C_4_5C_8_5C_4_6C_8_6C_4_7C_8_7C_4_8C_8_8C_5_5C_9_5C_5_6C_9_6C_5_7C_9_7C_5_8C_9_8C_6_5C_10_5C_6_6C_10_6C_6_7C_10_7C_6_8C_10_8C_13_5C_17_5C_13_6C_17_6C_13_7C_17_7C_13_8C_17_8C_14_5C_18_5C_14_6C_18_6C_14_7C_18_7C_14_8C_18_8C_15_5C_19_5C_15_6C_19_6C_15_7C_19_7C_15_8C_19_8C_16_5C_20_5C_16_6C_20_6C_16_7C_20_7C_16_8C_20_8Trace(Mul(Matrix(8, 19, [[A_1_1,A_1_2,A_1_3,A_1_4,A_1_5,A_1_6,A_1_7,A_1_8,A_1_9,A_1_10,A_1_11,A_1_12,A_1_13,A_1_14,A_1_15,A_1_16,A_1_17,A_1_18,A_1_19],[A_2_1,A_2_2,A_2_3,A_2_4,A_2_5,A_2_6,A_2_7,A_2_8,A_2_9,A_2_10,A_2_11,A_2_12,A_2_13,A_2_14,A_2_15,A_2_16,A_2_17,A_2_18,A_2_19],[A_3_1,A_3_2,A_3_3,A_3_4,A_3_5,A_3_6,A_3_7,A_3_8,A_3_9,A_3_10,A_3_11,A_3_12,A_3_13,A_3_14,A_3_15,A_3_16,A_3_17,A_3_18,A_3_19],[A_4_1,A_4_2,A_4_3,A_4_4,A_4_5,A_4_6,A_4_7,A_4_8,A_4_9,A_4_10,A_4_11,A_4_12,A_4_13,A_4_14,A_4_15,A_4_16,A_4_17,A_4_18,A_4_19],[A_5_1,A_5_2,A_5_3,A_5_4,A_5_5,A_5_6,A_5_7,A_5_8,A_5_9,A_5_10,A_5_11,A_5_12,A_5_13,A_5_14,A_5_15,A_5_16,A_5_17,A_5_18,A_5_19],[A_6_1,A_6_2,A_6_3,A_6_4,A_6_5,A_6_6,A_6_7,A_6_8,A_6_9,A_6_10,A_6_11,A_6_12,A_6_13,A_6_14,A_6_15,A_6_16,A_6_17,A_6_18,A_6_19],[A_7_1,A_7_2,A_7_3,A_7_4,A_7_5,A_7_6,A_7_7,A_7_8,A_7_9,A_7_10,A_7_11,A_7_12,A_7_13,A_7_14,A_7_15,A_7_16,A_7_17,A_7_18,A_7_19],[A_8_1,A_8_2,A_8_3,A_8_4,A_8_5,A_8_6,A_8_7,A_8_8,A_8_9,A_8_10,A_8_11,A_8_12,A_8_13,A_8_14,A_8_15,A_8_16,A_8_17,A_8_18,A_8_19]]),Matrix(19, 20, [[B_1_1,B_1_2,B_1_3,B_1_4,B_1_5,B_1_6,B_1_7,B_1_8,B_1_9,B_1_10,B_1_11,B_1_12,B_1_13,B_1_14,B_1_15,B_1_16,B_1_17,B_1_18,B_1_19,B_1_20],[B_2_1,B_2_2,B_2_3,B_2_4,B_2_5,B_2_6,B_2_7,B_2_8,B_2_9,B_2_10,B_2_11,B_2_12,B_2_13,B_2_14,B_2_15,B_2_16,B_2_17,B_2_18,B_2_19,B_2_20],[B_3_1,B_3_2,B_3_3,B_3_4,B_3_5,B_3_6,B_3_7,B_3_8,B_3_9,B_3_10,B_3_11,B_3_12,B_3_13,B_3_14,B_3_15,B_3_16,B_3_17,B_3_18,B_3_19,B_3_20],[B_4_1,B_4_2,B_4_3,B_4_4,B_4_5,B_4_6,B_4_7,B_4_8,B_4_9,B_4_10,B_4_11,B_4_12,B_4_13,B_4_14,B_4_15,B_4_16,B_4_17,B_4_18,B_4_19,B_4_20],[B_5_1,B_5_2,B_5_3,B_5_4,B_5_5,B_5_6,B_5_7,B_5_8,B_5_9,B_5_10,B_5_11,B_5_12,B_5_13,B_5_14,B_5_15,B_5_16,B_5_17,B_5_18,B_5_19,B_5_20],[B_6_1,B_6_2,B_6_3,B_6_4,B_6_5,B_6_6,B_6_7,B_6_8,B_6_9,B_6_10,B_6_11,B_6_12,B_6_13,B_6_14,B_6_15,B_6_16,B_6_17,B_6_18,B_6_19,B_6_20],[B_7_1,B_7_2,B_7_3,B_7_4,B_7_5,B_7_6,B_7_7,B_7_8,B_7_9,B_7_10,B_7_11,B_7_12,B_7_13,B_7_14,B_7_15,B_7_16,B_7_17,B_7_18,B_7_19,B_7_20],[B_8_1,B_8_2,B_8_3,B_8_4,B_8_5,B_8_6,B_8_7,B_8_8,B_8_9,B_8_10,B_8_11,B_8_12,B_8_13,B_8_14,B_8_15,B_8_16,B_8_17,B_8_18,B_8_19,B_8_20],[B_9_1,B_9_2,B_9_3,B_9_4,B_9_5,B_9_6,B_9_7,B_9_8,B_9_9,B_9_10,B_9_11,B_9_12,B_9_13,B_9_14,B_9_15,B_9_16,B_9_17,B_9_18,B_9_19,B_9_20],[B_10_1,B_10_2,B_10_3,B_10_4,B_10_5,B_10_6,B_10_7,B_10_8,B_10_9,B_10_10,B_10_11,B_10_12,B_10_13,B_10_14,B_10_15,B_10_16,B_10_17,B_10_18,B_10_19,B_10_20],[B_11_1,B_11_2,B_11_3,B_11_4,B_11_5,B_11_6,B_11_7,B_11_8,B_11_9,B_11_10,B_11_11,B_11_12,B_11_13,B_11_14,B_11_15,B_11_16,B_11_17,B_11_18,B_11_19,B_11_20],[B_12_1,B_12_2,B_12_3,B_12_4,B_12_5,B_12_6,B_12_7,B_12_8,B_12_9,B_12_10,B_12_11,B_12_12,B_12_13,B_12_14,B_12_15,B_12_16,B_12_17,B_12_18,B_12_19,B_12_20],[B_13_1,B_13_2,B_13_3,B_13_4,B_13_5,B_13_6,B_13_7,B_13_8,B_13_9,B_13_10,B_13_11,B_13_12,B_13_13,B_13_14,B_13_15,B_13_16,B_13_17,B_13_18,B_13_19,B_13_20],[B_14_1,B_14_2,B_14_3,B_14_4,B_14_5,B_14_6,B_14_7,B_14_8,B_14_9,B_14_10,B_14_11,B_14_12,B_14_13,B_14_14,B_14_15,B_14_16,B_14_17,B_14_18,B_14_19,B_14_20],[B_15_1,B_15_2,B_15_3,B_15_4,B_15_5,B_15_6,B_15_7,B_15_8,B_15_9,B_15_10,B_15_11,B_15_12,B_15_13,B_15_14,B_15_15,B_15_16,B_15_17,B_15_18,B_15_19,B_15_20],[B_16_1,B_16_2,B_16_3,B_16_4,B_16_5,B_16_6,B_16_7,B_16_8,B_16_9,B_16_10,B_16_11,B_16_12,B_16_13,B_16_14,B_16_15,B_16_16,B_16_17,B_16_18,B_16_19,B_16_20],[B_17_1,B_17_2,B_17_3,B_17_4,B_17_5,B_17_6,B_17_7,B_17_8,B_17_9,B_17_10,B_17_11,B_17_12,B_17_13,B_17_14,B_17_15,B_17_16,B_17_17,B_17_18,B_17_19,B_17_20],[B_18_1,B_18_2,B_18_3,B_18_4,B_18_5,B_18_6,B_18_7,B_18_8,B_18_9,B_18_10,B_18_11,B_18_12,B_18_13,B_18_14,B_18_15,B_18_16,B_18_17,B_18_18,B_18_19,B_18_20],[B_19_1,B_19_2,B_19_3,B_19_4,B_19_5,B_19_6,B_19_7,B_19_8,B_19_9,B_19_10,B_19_11,B_19_12,B_19_13,B_19_14,B_19_15,B_19_16,B_19_17,B_19_18,B_19_19,B_19_20]]),Matrix(20, 8, [[C_1_1,C_1_2,C_1_3,C_1_4,C_1_5,C_1_6,C_1_7,C_1_8],[C_2_1,C_2_2,C_2_3,C_2_4,C_2_5,C_2_6,C_2_7,C_2_8],[C_3_1,C_3_2,C_3_3,C_3_4,C_3_5,C_3_6,C_3_7,C_3_8],[C_4_1,C_4_2,C_4_3,C_4_4,C_4_5,C_4_6,C_4_7,C_4_8],[C_5_1,C_5_2,C_5_3,C_5_4,C_5_5,C_5_6,C_5_7,C_5_8],[C_6_1,C_6_2,C_6_3,C_6_4,C_6_5,C_6_6,C_6_7,C_6_8],[C_7_1,C_7_2,C_7_3,C_7_4,C_7_5,C_7_6,C_7_7,C_7_8],[C_8_1,C_8_2,C_8_3,C_8_4,C_8_5,C_8_6,C_8_7,C_8_8],[C_9_1,C_9_2,C_9_3,C_9_4,C_9_5,C_9_6,C_9_7,C_9_8],[C_10_1,C_10_2,C_10_3,C_10_4,C_10_5,C_10_6,C_10_7,C_10_8],[C_11_1,C_11_2,C_11_3,C_11_4,C_11_5,C_11_6,C_11_7,C_11_8],[C_12_1,C_12_2,C_12_3,C_12_4,C_12_5,C_12_6,C_12_7,C_12_8],[C_13_1,C_13_2,C_13_3,C_13_4,C_13_5,C_13_6,C_13_7,C_13_8],[C_14_1,C_14_2,C_14_3,C_14_4,C_14_5,C_14_6,C_14_7,C_14_8],[C_15_1,C_15_2,C_15_3,C_15_4,C_15_5,C_15_6,C_15_7,C_15_8],[C_16_1,C_16_2,C_16_3,C_16_4,C_16_5,C_16_6,C_16_7,C_16_8],[C_17_1,C_17_2,C_17_3,C_17_4,C_17_5,C_17_6,C_17_7,C_17_8],[C_18_1,C_18_2,C_18_3,C_18_4,C_18_5,C_18_6,C_18_7,C_18_8],[C_19_1,C_19_2,C_19_3,C_19_4,C_19_5,C_19_6,C_19_7,C_19_8],[C_20_1,C_20_2,C_20_3,C_20_4,C_20_5,C_20_6,C_20_7,C_20_8]]))) = Trace(Mul(Matrix(4, 10, [[A_5_10,A_1_1+A_5_11,A_1_2+A_5_6,A_1_3+A_5_7,A_1_4+A_5_8,A_1_5+A_5_9,A_1_12+A_5_16,A_1_13+A_5_17,A_1_14+A_5_18,A_1_15+A_5_19],[A_6_10,A_2_1+A_6_11,A_2_2+A_6_6,A_2_3+A_6_7,A_2_4+A_6_8,A_2_5+A_6_9,A_2_12+A_6_16,A_2_13+A_6_17,A_2_14+A_6_18,A_2_15+A_6_19],[A_7_10,A_3_1+A_7_11,A_3_2+A_7_6,A_3_3+A_7_7,A_3_4+A_7_8,A_3_5+A_7_9,A_3_12+A_7_16,A_3_13+A_7_17,A_3_14+A_7_18,A_3_15+A_7_19],[A_8_10,A_4_1+A_8_11,A_4_2+A_8_6,A_4_3+A_8_7,A_4_4+A_8_8,A_4_5+A_8_9,A_4_12+A_8_16,A_4_13+A_8_17,A_4_14+A_8_18,A_4_15+A_8_19]]),Matrix(10, 10, [[B_10_11,B_10_12,B_10_7,B_10_8,B_10_9,B_10_10,B_10_17,B_10_18,B_10_19,B_10_20],[B_1_1+B_11_11,B_1_2+B_11_12,B_1_3+B_11_7,B_1_4+B_11_8,B_1_5+B_11_9,B_1_6+B_11_10,B_1_13+B_11_17,B_1_14+B_11_18,B_1_15+B_11_19,B_1_16+B_11_20],[B_2_1+B_6_11,B_2_2+B_6_12,B_2_3+B_6_7,B_2_4+B_6_8,B_2_5+B_6_9,B_2_6+B_6_10,B_2_13+B_6_17,B_2_14+B_6_18,B_2_15+B_6_19,B_2_16+B_6_20],[B_3_1+B_7_11,B_3_2+B_7_12,B_3_3+B_7_7,B_3_4+B_7_8,B_3_5+B_7_9,B_3_6+B_7_10,B_3_13+B_7_17,B_3_14+B_7_18,B_3_15+B_7_19,B_3_16+B_7_20],[B_4_1+B_8_11,B_4_2+B_8_12,B_4_3+B_8_7,B_4_4+B_8_8,B_4_5+B_8_9,B_4_6+B_8_10,B_4_13+B_8_17,B_4_14+B_8_18,B_4_15+B_8_19,B_4_16+B_8_20],[B_5_1+B_9_11,B_5_2+B_9_12,B_5_3+B_9_7,B_5_4+B_9_8,B_5_5+B_9_9,B_5_6+B_9_10,B_5_13+B_9_17,B_5_14+B_9_18,B_5_15+B_9_19,B_5_16+B_9_20],[B_12_1+B_16_11,B_12_2+B_16_12,B_12_3+B_16_7,B_12_4+B_16_8,B_12_5+B_16_9,B_12_6+B_16_10,B_12_13+B_16_17,B_12_14+B_16_18,B_12_15+B_16_19,B_12_16+B_16_20],[B_13_1+B_17_11,B_13_2+B_17_12,B_13_3+B_17_7,B_13_4+B_17_8,B_13_5+B_17_9,B_13_6+B_17_10,B_13_13+B_17_17,B_13_14+B_17_18,B_13_15+B_17_19,B_13_16+B_17_20],[B_14_1+B_18_11,B_14_2+B_18_12,B_14_3+B_18_7,B_14_4+B_18_8,B_14_5+B_18_9,B_14_6+B_18_10,B_14_13+B_18_17,B_14_14+B_18_18,B_14_15+B_18_19,B_14_16+B_18_20],[B_15_1+B_19_11,B_15_2+B_19_12,B_15_3+B_19_7,B_15_4+B_19_8,B_15_5+B_19_9,B_15_6+B_19_10,B_15_13+B_19_17,B_15_14+B_19_18,B_15_15+B_19_19,B_15_16+B_19_20]]),Matrix(10, 4, [[C_1_1+C_11_5,C_1_2+C_11_6,C_1_3+C_11_7,C_1_4+C_11_8],[C_2_1+C_12_5,C_2_2+C_12_6,C_2_3+C_12_7,C_2_4+C_12_8],[C_3_1+C_7_5,C_3_2+C_7_6,C_3_3+C_7_7,C_3_4+C_7_8],[C_4_1+C_8_5,C_4_2+C_8_6,C_4_3+C_8_7,C_4_4+C_8_8],[C_5_1+C_9_5,C_5_2+C_9_6,C_5_3+C_9_7,C_5_4+C_9_8],[C_6_1+C_10_5,C_6_2+C_10_6,C_6_3+C_10_7,C_6_4+C_10_8],[C_13_1+C_17_5,C_13_2+C_17_6,C_13_3+C_17_7,C_13_4+C_17_8],[C_14_1+C_18_5,C_14_2+C_18_6,C_14_3+C_18_7,C_14_4+C_18_8],[C_15_1+C_19_5,C_15_2+C_19_6,C_15_3+C_19_7,C_15_4+C_19_8],[C_16_1+C_20_5,C_16_2+C_20_6,C_16_3+C_20_7,C_16_4+C_20_8]])))+Trace(Mul(Matrix(4, 10, [[A_1_10-A_5_10,A_1_11-A_5_11,A_1_6-A_5_6,A_1_7-A_5_7,A_1_8-A_5_8,A_1_9-A_5_9,A_1_16-A_5_16,A_1_17-A_5_17,A_1_18-A_5_18,A_1_19-A_5_19],[A_2_10-A_6_10,A_2_11-A_6_11,A_2_6-A_6_6,A_2_7-A_6_7,A_2_8-A_6_8,A_2_9-A_6_9,A_2_16-A_6_16,A_2_17-A_6_17,A_2_18-A_6_18,A_2_19-A_6_19],[A_3_10-A_7_10,A_3_11-A_7_11,A_3_6-A_7_6,A_3_7-A_7_7,A_3_8-A_7_8,A_3_9-A_7_9,A_3_16-A_7_16,A_3_17-A_7_17,A_3_18-A_7_18,A_3_19-A_7_19],[A_4_10-A_8_10,A_4_11-A_8_11,A_4_6-A_8_6,A_4_7-A_8_7,A_4_8-A_8_8,A_4_9-A_8_9,A_4_16-A_8_16,A_4_17-A_8_17,A_4_18-A_8_18,A_4_19-A_8_19]]),Matrix(10, 10, [[B_10_1+B_10_11,B_10_2+B_10_12,B_10_3+B_10_7,B_10_4+B_10_8,B_10_5+B_10_9,B_10_6+B_10_10,B_10_13+B_10_17,B_10_14+B_10_18,B_10_15+B_10_19,B_10_16+B_10_20],[B_11_1+B_11_11,B_11_2+B_11_12,B_11_3+B_11_7,B_11_4+B_11_8,B_11_5+B_11_9,B_11_6+B_11_10,B_11_13+B_11_17,B_11_14+B_11_18,B_11_15+B_11_19,B_11_16+B_11_20],[B_6_1+B_6_11,B_6_2+B_6_12,B_6_3+B_6_7,B_6_4+B_6_8,B_6_5+B_6_9,B_6_6+B_6_10,B_6_13+B_6_17,B_6_14+B_6_18,B_6_15+B_6_19,B_6_16+B_6_20],[B_7_1+B_7_11,B_7_2+B_7_12,B_7_3+B_7_7,B_7_4+B_7_8,B_7_5+B_7_9,B_7_6+B_7_10,B_7_13+B_7_17,B_7_14+B_7_18,B_7_15+B_7_19,B_7_16+B_7_20],[B_8_1+B_8_11,B_8_2+B_8_12,B_8_3+B_8_7,B_8_4+B_8_8,B_8_5+B_8_9,B_8_6+B_8_10,B_8_13+B_8_17,B_8_14+B_8_18,B_8_15+B_8_19,B_8_16+B_8_20],[B_9_1+B_9_11,B_9_2+B_9_12,B_9_3+B_9_7,B_9_4+B_9_8,B_9_5+B_9_9,B_9_6+B_9_10,B_9_13+B_9_17,B_9_14+B_9_18,B_9_15+B_9_19,B_9_16+B_9_20],[B_16_1+B_16_11,B_16_2+B_16_12,B_16_3+B_16_7,B_16_4+B_16_8,B_16_5+B_16_9,B_16_6+B_16_10,B_16_13+B_16_17,B_16_14+B_16_18,B_16_15+B_16_19,B_16_16+B_16_20],[B_17_1+B_17_11,B_17_2+B_17_12,B_17_3+B_17_7,B_17_4+B_17_8,B_17_5+B_17_9,B_17_6+B_17_10,B_17_13+B_17_17,B_17_14+B_17_18,B_17_15+B_17_19,B_17_16+B_17_20],[B_18_1+B_18_11,B_18_2+B_18_12,B_18_3+B_18_7,B_18_4+B_18_8,B_18_5+B_18_9,B_18_6+B_18_10,B_18_13+B_18_17,B_18_14+B_18_18,B_18_15+B_18_19,B_18_16+B_18_20],[B_19_1+B_19_11,B_19_2+B_19_12,B_19_3+B_19_7,B_19_4+B_19_8,B_19_5+B_19_9,B_19_6+B_19_10,B_19_13+B_19_17,B_19_14+B_19_18,B_19_15+B_19_19,B_19_16+B_19_20]]),Matrix(10, 4, [[C_1_1,C_1_2,C_1_3,C_1_4],[C_2_1,C_2_2,C_2_3,C_2_4],[C_3_1,C_3_2,C_3_3,C_3_4],[C_4_1,C_4_2,C_4_3,C_4_4],[C_5_1,C_5_2,C_5_3,C_5_4],[C_6_1,C_6_2,C_6_3,C_6_4],[C_13_1,C_13_2,C_13_3,C_13_4],[C_14_1,C_14_2,C_14_3,C_14_4],[C_15_1,C_15_2,C_15_3,C_15_4],[C_16_1,C_16_2,C_16_3,C_16_4]])))+Trace(Mul(Matrix(4, 9, [[-A_1_1+A_5_1,-A_1_2+A_5_2,-A_1_3+A_5_3,-A_1_4+A_5_4,-A_1_5+A_5_5,-A_1_12+A_5_12,-A_1_13+A_5_13,-A_1_14+A_5_14,-A_1_15+A_5_15],[-A_2_1+A_6_1,-A_2_2+A_6_2,-A_2_3+A_6_3,-A_2_4+A_6_4,-A_2_5+A_6_5,-A_2_12+A_6_12,-A_2_13+A_6_13,-A_2_14+A_6_14,-A_2_15+A_6_15],[-A_3_1+A_7_1,-A_3_2+A_7_2,-A_3_3+A_7_3,-A_3_4+A_7_4,-A_3_5+A_7_5,-A_3_12+A_7_12,-A_3_13+A_7_13,-A_3_14+A_7_14,-A_3_15+A_7_15],[-A_4_1+A_8_1,-A_4_2+A_8_2,-A_4_3+A_8_3,-A_4_4+A_8_4,-A_4_5+A_8_5,-A_4_12+A_8_12,-A_4_13+A_8_13,-A_4_14+A_8_14,-A_4_15+A_8_15]]),Matrix(9, 10, [[B_1_1+B_1_11,B_1_2+B_1_12,B_1_3+B_1_7,B_1_4+B_1_8,B_1_5+B_1_9,B_1_6+B_1_10,B_1_13+B_1_17,B_1_14+B_1_18,B_1_15+B_1_19,B_1_16+B_1_20],[B_2_1+B_2_11,B_2_2+B_2_12,B_2_3+B_2_7,B_2_4+B_2_8,B_2_5+B_2_9,B_2_6+B_2_10,B_2_13+B_2_17,B_2_14+B_2_18,B_2_15+B_2_19,B_2_16+B_2_20],[B_3_1+B_3_11,B_3_2+B_3_12,B_3_3+B_3_7,B_3_4+B_3_8,B_3_5+B_3_9,B_3_6+B_3_10,B_3_13+B_3_17,B_3_14+B_3_18,B_3_15+B_3_19,B_3_16+B_3_20],[B_4_1+B_4_11,B_4_2+B_4_12,B_4_3+B_4_7,B_4_4+B_4_8,B_4_5+B_4_9,B_4_6+B_4_10,B_4_13+B_4_17,B_4_14+B_4_18,B_4_15+B_4_19,B_4_16+B_4_20],[B_5_1+B_5_11,B_5_2+B_5_12,B_5_3+B_5_7,B_5_4+B_5_8,B_5_5+B_5_9,B_5_6+B_5_10,B_5_13+B_5_17,B_5_14+B_5_18,B_5_15+B_5_19,B_5_16+B_5_20],[B_12_1+B_12_11,B_12_2+B_12_12,B_12_3+B_12_7,B_12_4+B_12_8,B_12_5+B_12_9,B_12_6+B_12_10,B_12_13+B_12_17,B_12_14+B_12_18,B_12_15+B_12_19,B_12_16+B_12_20],[B_13_1+B_13_11,B_13_2+B_13_12,B_13_3+B_13_7,B_13_4+B_13_8,B_13_5+B_13_9,B_13_6+B_13_10,B_13_13+B_13_17,B_13_14+B_13_18,B_13_15+B_13_19,B_13_16+B_13_20],[B_14_1+B_14_11,B_14_2+B_14_12,B_14_3+B_14_7,B_14_4+B_14_8,B_14_5+B_14_9,B_14_6+B_14_10,B_14_13+B_14_17,B_14_14+B_14_18,B_14_15+B_14_19,B_14_16+B_14_20],[B_15_1+B_15_11,B_15_2+B_15_12,B_15_3+B_15_7,B_15_4+B_15_8,B_15_5+B_15_9,B_15_6+B_15_10,B_15_13+B_15_17,B_15_14+B_15_18,B_15_15+B_15_19,B_15_16+B_15_20]]),Matrix(10, 4, [[C_11_5,C_11_6,C_11_7,C_11_8],[C_12_5,C_12_6,C_12_7,C_12_8],[C_7_5,C_7_6,C_7_7,C_7_8],[C_8_5,C_8_6,C_8_7,C_8_8],[C_9_5,C_9_6,C_9_7,C_9_8],[C_10_5,C_10_6,C_10_7,C_10_8],[C_17_5,C_17_6,C_17_7,C_17_8],[C_18_5,C_18_6,C_18_7,C_18_8],[C_19_5,C_19_6,C_19_7,C_19_8],[C_20_5,C_20_6,C_20_7,C_20_8]])))+Trace(Mul(Matrix(4, 10, [[A_1_10,A_1_1+A_1_11,A_1_2+A_1_6,A_1_3+A_1_7,A_1_4+A_1_8,A_1_5+A_1_9,A_1_12+A_1_16,A_1_13+A_1_17,A_1_14+A_1_18,A_1_15+A_1_19],[A_2_10,A_2_1+A_2_11,A_2_2+A_2_6,A_2_3+A_2_7,A_2_4+A_2_8,A_2_5+A_2_9,A_2_12+A_2_16,A_2_13+A_2_17,A_2_14+A_2_18,A_2_15+A_2_19],[A_3_10,A_3_1+A_3_11,A_3_2+A_3_6,A_3_3+A_3_7,A_3_4+A_3_8,A_3_5+A_3_9,A_3_12+A_3_16,A_3_13+A_3_17,A_3_14+A_3_18,A_3_15+A_3_19],[A_4_10,A_4_1+A_4_11,A_4_2+A_4_6,A_4_3+A_4_7,A_4_4+A_4_8,A_4_5+A_4_9,A_4_12+A_4_16,A_4_13+A_4_17,A_4_14+A_4_18,A_4_15+A_4_19]]),Matrix(10, 10, [[B_10_11,B_10_12,B_10_7,B_10_8,B_10_9,B_10_10,B_10_17,B_10_18,B_10_19,B_10_20],[B_11_11,B_11_12,B_11_7,B_11_8,B_11_9,B_11_10,B_11_17,B_11_18,B_11_19,B_11_20],[B_6_11,B_6_12,B_6_7,B_6_8,B_6_9,B_6_10,B_6_17,B_6_18,B_6_19,B_6_20],[B_7_11,B_7_12,B_7_7,B_7_8,B_7_9,B_7_10,B_7_17,B_7_18,B_7_19,B_7_20],[B_8_11,B_8_12,B_8_7,B_8_8,B_8_9,B_8_10,B_8_17,B_8_18,B_8_19,B_8_20],[B_9_11,B_9_12,B_9_7,B_9_8,B_9_9,B_9_10,B_9_17,B_9_18,B_9_19,B_9_20],[B_16_11,B_16_12,B_16_7,B_16_8,B_16_9,B_16_10,B_16_17,B_16_18,B_16_19,B_16_20],[B_17_11,B_17_12,B_17_7,B_17_8,B_17_9,B_17_10,B_17_17,B_17_18,B_17_19,B_17_20],[B_18_11,B_18_12,B_18_7,B_18_8,B_18_9,B_18_10,B_18_17,B_18_18,B_18_19,B_18_20],[B_19_11,B_19_12,B_19_7,B_19_8,B_19_9,B_19_10,B_19_17,B_19_18,B_19_19,B_19_20]]),Matrix(10, 4, [[-C_1_1+C_11_1,-C_1_2+C_11_2,-C_1_3+C_11_3,-C_1_4+C_11_4],[-C_2_1+C_12_1,-C_2_2+C_12_2,-C_2_3+C_12_3,-C_2_4+C_12_4],[-C_3_1+C_7_1,C_7_2-C_3_2,C_7_3-C_3_3,-C_3_4+C_7_4],[-C_4_1+C_8_1,-C_4_2+C_8_2,-C_4_3+C_8_3,-C_4_4+C_8_4],[-C_5_1+C_9_1,-C_5_2+C_9_2,-C_5_3+C_9_3,-C_5_4+C_9_4],[-C_6_1+C_10_1,-C_6_2+C_10_2,-C_6_3+C_10_3,-C_6_4+C_10_4],[-C_13_1+C_17_1,-C_13_2+C_17_2,-C_13_3+C_17_3,-C_13_4+C_17_4],[-C_14_1+C_18_1,-C_14_2+C_18_2,-C_14_3+C_18_3,-C_14_4+C_18_4],[-C_15_1+C_19_1,-C_15_2+C_19_2,-C_15_3+C_19_3,-C_15_4+C_19_4],[-C_16_1+C_20_1,-C_16_2+C_20_2,-C_16_3+C_20_3,-C_16_4+C_20_4]])))+Trace(Mul(Matrix(4, 9, [[A_1_1,A_1_2,A_1_3,A_1_4,A_1_5,A_1_12,A_1_13,A_1_14,A_1_15],[A_2_1,A_2_2,A_2_3,A_2_4,A_2_5,A_2_12,A_2_13,A_2_14,A_2_15],[A_3_1,A_3_2,A_3_3,A_3_4,A_3_5,A_3_12,A_3_13,A_3_14,A_3_15],[A_4_1,A_4_2,A_4_3,A_4_4,A_4_5,A_4_12,A_4_13,A_4_14,A_4_15]]),Matrix(9, 10, [[B_1_11-B_11_11,B_1_12-B_11_12,B_1_7-B_11_7,B_1_8-B_11_8,B_1_9-B_11_9,B_1_10-B_11_10,B_1_17-B_11_17,B_1_18-B_11_18,B_1_19-B_11_19,B_1_20-B_11_20],[B_2_11-B_6_11,B_2_12-B_6_12,B_2_7-B_6_7,B_2_8-B_6_8,B_2_9-B_6_9,B_2_10-B_6_10,B_2_17-B_6_17,B_2_18-B_6_18,B_2_19-B_6_19,B_2_20-B_6_20],[B_3_11-B_7_11,B_3_12-B_7_12,B_3_7-B_7_7,B_3_8-B_7_8,B_3_9-B_7_9,B_3_10-B_7_10,B_3_17-B_7_17,B_3_18-B_7_18,B_3_19-B_7_19,B_3_20-B_7_20],[B_4_11-B_8_11,B_4_12-B_8_12,B_4_7-B_8_7,B_4_8-B_8_8,B_4_9-B_8_9,B_4_10-B_8_10,B_4_17-B_8_17,B_4_18-B_8_18,B_4_19-B_8_19,B_4_20-B_8_20],[B_5_11-B_9_11,B_5_12-B_9_12,B_5_7-B_9_7,B_5_8-B_9_8,B_5_9-B_9_9,B_5_10-B_9_10,B_5_17-B_9_17,B_5_18-B_9_18,B_5_19-B_9_19,B_5_20-B_9_20],[B_12_11-B_16_11,B_12_12-B_16_12,B_12_7-B_16_7,B_12_8-B_16_8,B_12_9-B_16_9,B_12_10-B_16_10,B_12_17-B_16_17,B_12_18-B_16_18,B_12_19-B_16_19,B_12_20-B_16_20],[B_13_11-B_17_11,B_13_12-B_17_12,B_13_7-B_17_7,B_13_8-B_17_8,B_13_9-B_17_9,B_13_10-B_17_10,B_13_17-B_17_17,B_13_18-B_17_18,B_13_19-B_17_19,B_13_20-B_17_20],[B_14_11-B_18_11,B_14_12-B_18_12,B_14_7-B_18_7,B_14_8-B_18_8,B_14_9-B_18_9,B_14_10-B_18_10,B_14_17-B_18_17,B_14_18-B_18_18,B_14_19-B_18_19,B_14_20-B_18_20],[B_15_11-B_19_11,B_15_12-B_19_12,B_15_7-B_19_7,B_15_8-B_19_8,B_15_9-B_19_9,B_15_10-B_19_10,B_15_17-B_19_17,B_15_18-B_19_18,B_15_19-B_19_19,B_15_20-B_19_20]]),Matrix(10, 4, [[C_11_1+C_11_5,C_11_2+C_11_6,C_11_3+C_11_7,C_11_4+C_11_8],[C_12_1+C_12_5,C_12_2+C_12_6,C_12_3+C_12_7,C_12_4+C_12_8],[C_7_1+C_7_5,C_7_2+C_7_6,C_7_3+C_7_7,C_7_4+C_7_8],[C_8_1+C_8_5,C_8_2+C_8_6,C_8_3+C_8_7,C_8_4+C_8_8],[C_9_1+C_9_5,C_9_2+C_9_6,C_9_3+C_9_7,C_9_4+C_9_8],[C_10_1+C_10_5,C_10_2+C_10_6,C_10_3+C_10_7,C_10_4+C_10_8],[C_17_1+C_17_5,C_17_2+C_17_6,C_17_3+C_17_7,C_17_4+C_17_8],[C_18_1+C_18_5,C_18_2+C_18_6,C_18_3+C_18_7,C_18_4+C_18_8],[C_19_1+C_19_5,C_19_2+C_19_6,C_19_3+C_19_7,C_19_4+C_19_8],[C_20_1+C_20_5,C_20_2+C_20_6,C_20_3+C_20_7,C_20_4+C_20_8]])))+Trace(Mul(Matrix(4, 10, [[A_5_10,A_5_11,A_5_6,A_5_7,A_5_8,A_5_9,A_5_16,A_5_17,A_5_18,A_5_19],[A_6_10,A_6_11,A_6_6,A_6_7,A_6_8,A_6_9,A_6_16,A_6_17,A_6_18,A_6_19],[A_7_10,A_7_11,A_7_6,A_7_7,A_7_8,A_7_9,A_7_16,A_7_17,A_7_18,A_7_19],[A_8_10,A_8_11,A_8_6,A_8_7,A_8_8,A_8_9,A_8_16,A_8_17,A_8_18,A_8_19]]),Matrix(10, 10, [[B_10_1,B_10_2,B_10_3,B_10_4,B_10_5,B_10_6,B_10_13,B_10_14,B_10_15,B_10_16],[-B_1_1+B_11_1,-B_1_2+B_11_2,-B_1_3+B_11_3,-B_1_4+B_11_4,-B_1_5+B_11_5,-B_1_6+B_11_6,-B_1_13+B_11_13,-B_1_14+B_11_14,-B_1_15+B_11_15,-B_1_16+B_11_16],[-B_2_1+B_6_1,-B_2_2+B_6_2,-B_2_3+B_6_3,B_6_4-B_2_4,-B_2_5+B_6_5,-B_2_6+B_6_6,-B_2_13+B_6_13,-B_2_14+B_6_14,-B_2_15+B_6_15,-B_2_16+B_6_16],[-B_3_1+B_7_1,-B_3_2+B_7_2,-B_3_3+B_7_3,B_7_4-B_3_4,-B_3_5+B_7_5,-B_3_6+B_7_6,-B_3_13+B_7_13,-B_3_14+B_7_14,-B_3_15+B_7_15,-B_3_16+B_7_16],[-B_4_1+B_8_1,-B_4_2+B_8_2,-B_4_3+B_8_3,-B_4_4+B_8_4,-B_4_5+B_8_5,-B_4_6+B_8_6,-B_4_13+B_8_13,-B_4_14+B_8_14,-B_4_15+B_8_15,-B_4_16+B_8_16],[-B_5_1+B_9_1,-B_5_2+B_9_2,-B_5_3+B_9_3,-B_5_4+B_9_4,-B_5_5+B_9_5,-B_5_6+B_9_6,-B_5_13+B_9_13,-B_5_14+B_9_14,-B_5_15+B_9_15,-B_5_16+B_9_16],[-B_12_1+B_16_1,-B_12_2+B_16_2,-B_12_3+B_16_3,-B_12_4+B_16_4,-B_12_5+B_16_5,-B_12_6+B_16_6,-B_12_13+B_16_13,-B_12_14+B_16_14,-B_12_15+B_16_15,-B_12_16+B_16_16],[-B_13_1+B_17_1,-B_13_2+B_17_2,-B_13_3+B_17_3,-B_13_4+B_17_4,-B_13_5+B_17_5,-B_13_6+B_17_6,-B_13_13+B_17_13,-B_13_14+B_17_14,-B_13_15+B_17_15,-B_13_16+B_17_16],[-B_14_1+B_18_1,-B_14_2+B_18_2,-B_14_3+B_18_3,-B_14_4+B_18_4,-B_14_5+B_18_5,-B_14_6+B_18_6,-B_14_13+B_18_13,-B_14_14+B_18_14,-B_14_15+B_18_15,-B_14_16+B_18_16],[-B_15_1+B_19_1,-B_15_2+B_19_2,-B_15_3+B_19_3,-B_15_4+B_19_4,-B_15_5+B_19_5,-B_15_6+B_19_6,-B_15_13+B_19_13,-B_15_14+B_19_14,-B_15_15+B_19_15,-B_15_16+B_19_16]]),Matrix(10, 4, [[C_1_1+C_1_5,C_1_2+C_1_6,C_1_3+C_1_7,C_1_4+C_1_8],[C_2_1+C_2_5,C_2_2+C_2_6,C_2_3+C_2_7,C_2_4+C_2_8],[C_3_1+C_3_5,C_3_2+C_3_6,C_3_3+C_3_7,C_3_4+C_3_8],[C_4_1+C_4_5,C_4_2+C_4_6,C_4_3+C_4_7,C_4_4+C_4_8],[C_5_1+C_5_5,C_5_2+C_5_6,C_5_3+C_5_7,C_5_4+C_5_8],[C_6_1+C_6_5,C_6_2+C_6_6,C_6_3+C_6_7,C_6_4+C_6_8],[C_13_1+C_13_5,C_13_2+C_13_6,C_13_3+C_13_7,C_13_4+C_13_8],[C_14_1+C_14_5,C_14_2+C_14_6,C_14_3+C_14_7,C_14_4+C_14_8],[C_15_1+C_15_5,C_15_2+C_15_6,C_15_3+C_15_7,C_15_4+C_15_8],[C_16_1+C_16_5,C_16_2+C_16_6,C_16_3+C_16_7,C_16_4+C_16_8]])))+Trace(Mul(Matrix(4, 9, [[A_5_1+A_5_11,A_5_2+A_5_6,A_5_3+A_5_7,A_5_4+A_5_8,A_5_5+A_5_9,A_5_12+A_5_16,A_5_13+A_5_17,A_5_14+A_5_18,A_5_15+A_5_19],[A_6_1+A_6_11,A_6_2+A_6_6,A_6_3+A_6_7,A_6_4+A_6_8,A_6_5+A_6_9,A_6_12+A_6_16,A_6_13+A_6_17,A_6_14+A_6_18,A_6_15+A_6_19],[A_7_1+A_7_11,A_7_2+A_7_6,A_7_3+A_7_7,A_7_4+A_7_8,A_7_5+A_7_9,A_7_12+A_7_16,A_7_13+A_7_17,A_7_14+A_7_18,A_7_15+A_7_19],[A_8_1+A_8_11,A_8_2+A_8_6,A_8_3+A_8_7,A_8_4+A_8_8,A_8_5+A_8_9,A_8_12+A_8_16,A_8_13+A_8_17,A_8_14+A_8_18,A_8_15+A_8_19]]),Matrix(9, 10, [[B_1_1,B_1_2,B_1_3,B_1_4,B_1_5,B_1_6,B_1_13,B_1_14,B_1_15,B_1_16],[B_2_1,B_2_2,B_2_3,B_2_4,B_2_5,B_2_6,B_2_13,B_2_14,B_2_15,B_2_16],[B_3_1,B_3_2,B_3_3,B_3_4,B_3_5,B_3_6,B_3_13,B_3_14,B_3_15,B_3_16],[B_4_1,B_4_2,B_4_3,B_4_4,B_4_5,B_4_6,B_4_13,B_4_14,B_4_15,B_4_16],[B_5_1,B_5_2,B_5_3,B_5_4,B_5_5,B_5_6,B_5_13,B_5_14,B_5_15,B_5_16],[B_12_1,B_12_2,B_12_3,B_12_4,B_12_5,B_12_6,B_12_13,B_12_14,B_12_15,B_12_16],[B_13_1,B_13_2,B_13_3,B_13_4,B_13_5,B_13_6,B_13_13,B_13_14,B_13_15,B_13_16],[B_14_1,B_14_2,B_14_3,B_14_4,B_14_5,B_14_6,B_14_13,B_14_14,B_14_15,B_14_16],[B_15_1,B_15_2,B_15_3,B_15_4,B_15_5,B_15_6,B_15_13,B_15_14,B_15_15,B_15_16]]),Matrix(10, 4, [[C_1_5-C_11_5,C_1_6-C_11_6,C_1_7-C_11_7,C_1_8-C_11_8],[C_2_5-C_12_5,C_2_6-C_12_6,C_2_7-C_12_7,C_2_8-C_12_8],[C_3_5-C_7_5,C_3_6-C_7_6,C_3_7-C_7_7,C_3_8-C_7_8],[C_4_5-C_8_5,C_4_6-C_8_6,C_4_7-C_8_7,C_4_8-C_8_8],[C_5_5-C_9_5,C_5_6-C_9_6,C_5_7-C_9_7,C_5_8-C_9_8],[C_6_5-C_10_5,C_6_6-C_10_6,C_6_7-C_10_7,C_6_8-C_10_8],[C_13_5-C_17_5,C_13_6-C_17_6,C_13_7-C_17_7,C_13_8-C_17_8],[C_14_5-C_18_5,C_14_6-C_18_6,C_14_7-C_18_7,C_14_8-C_18_8],[C_15_5-C_19_5,C_15_6-C_19_6,C_15_7-C_19_7,C_15_8-C_19_8],[C_16_5-C_20_5,C_16_6-C_20_6,C_16_7-C_20_7,C_16_8-C_20_8]])))

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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