Description of fast matrix multiplication algorithm: ⟨4×18×31:1484⟩

Algorithm type

5XY18Z+X2Y15Z2+4XY17Z+2X4Y10Z4+2X2Y14Z2+2X4Y9Z4+8XY15Z+10X4Y8Z4+15X2Y12Z2+2XY14Z+2X4Y7Z4+6X2Y11Z2+16X4Y6Z4+10X2Y10Z2+20XY12Z+2X4Y5Z4+16X2Y9Z2+14XY11Z+2X4Y5Z3+36X4Y4Z4+26X2Y8Z2+4X4Y3Z4+12X2Y7Z2+22XY9Z+4X4Y3Z3+2X2Y7Z+63X2Y6Z2+8XY8Z+25X2Y5Z2+53X2Y4Z2+55XY6Z+54X2Y3Z2+32XY5Z+2X2Y3Z+237X2Y2Z2+102XY4Z+8X2YZ2+187XY3Z+98XY2Z+315XYZ5XY18ZX2Y15Z24XY17Z2X4Y10Z42X2Y14Z22X4Y9Z48XY15Z10X4Y8Z415X2Y12Z22XY14Z2X4Y7Z46X2Y11Z216X4Y6Z410X2Y10Z220XY12Z2X4Y5Z416X2Y9Z214XY11Z2X4Y5Z336X4Y4Z426X2Y8Z24X4Y3Z412X2Y7Z222XY9Z4X4Y3Z32X2Y7Z63X2Y6Z28XY8Z25X2Y5Z253X2Y4Z255XY6Z54X2Y3Z232XY5Z2X2Y3Z237X2Y2Z2102XY4Z8X2YZ2187XY3Z98XY2Z315XYZ5*X*Y^18*Z+X^2*Y^15*Z^2+4*X*Y^17*Z+2*X^4*Y^10*Z^4+2*X^2*Y^14*Z^2+2*X^4*Y^9*Z^4+8*X*Y^15*Z+10*X^4*Y^8*Z^4+15*X^2*Y^12*Z^2+2*X*Y^14*Z+2*X^4*Y^7*Z^4+6*X^2*Y^11*Z^2+16*X^4*Y^6*Z^4+10*X^2*Y^10*Z^2+20*X*Y^12*Z+2*X^4*Y^5*Z^4+16*X^2*Y^9*Z^2+14*X*Y^11*Z+2*X^4*Y^5*Z^3+36*X^4*Y^4*Z^4+26*X^2*Y^8*Z^2+4*X^4*Y^3*Z^4+12*X^2*Y^7*Z^2+22*X*Y^9*Z+4*X^4*Y^3*Z^3+2*X^2*Y^7*Z+63*X^2*Y^6*Z^2+8*X*Y^8*Z+25*X^2*Y^5*Z^2+53*X^2*Y^4*Z^2+55*X*Y^6*Z+54*X^2*Y^3*Z^2+32*X*Y^5*Z+2*X^2*Y^3*Z+237*X^2*Y^2*Z^2+102*X*Y^4*Z+8*X^2*Y*Z^2+187*X*Y^3*Z+98*X*Y^2*Z+315*X*Y*Z

Algorithm definition

The algorithm ⟨4×18×31:1484⟩ could be constructed using the following decomposition:

⟨4×18×31:1484⟩ = ⟨2×6×8:76⟩ + ⟨2×6×8:76⟩ + ⟨2×6×8:76⟩ + ⟨2×6×7:67⟩ + ⟨2×6×8:76⟩ + ⟨2×6×8:76⟩ + ⟨2×6×7:67⟩ + ⟨2×6×8:76⟩ + ⟨2×6×7:67⟩ + ⟨2×6×8:76⟩ + ⟨2×6×8:76⟩ + ⟨2×6×8:76⟩ + ⟨2×6×8:76⟩ + ⟨2×6×8:76⟩ + ⟨2×6×8:76⟩ + ⟨2×6×7:67⟩ + ⟨2×6×8:76⟩ + ⟨2×6×8:76⟩ + ⟨2×6×8:76⟩ + ⟨2×6×8:76⟩.

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_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_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_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_18B_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_1_23B_1_24B_1_25B_1_26B_1_27B_1_28B_1_29B_1_30B_1_31B_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_2_23B_2_24B_2_25B_2_26B_2_27B_2_28B_2_29B_2_30B_2_31B_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_3_23B_3_24B_3_25B_3_26B_3_27B_3_28B_3_29B_3_30B_3_31B_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_4_23B_4_24B_4_25B_4_26B_4_27B_4_28B_4_29B_4_30B_4_31B_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_5_23B_5_24B_5_25B_5_26B_5_27B_5_28B_5_29B_5_30B_5_31B_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_6_23B_6_24B_6_25B_6_26B_6_27B_6_28B_6_29B_6_30B_6_31B_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_7_23B_7_24B_7_25B_7_26B_7_27B_7_28B_7_29B_7_30B_7_31B_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_8_23B_8_24B_8_25B_8_26B_8_27B_8_28B_8_29B_8_30B_8_31B_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_9_23B_9_24B_9_25B_9_26B_9_27B_9_28B_9_29B_9_30B_9_31B_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_10_23B_10_24B_10_25B_10_26B_10_27B_10_28B_10_29B_10_30B_10_31B_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_11_23B_11_24B_11_25B_11_26B_11_27B_11_28B_11_29B_11_30B_11_31B_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_12_23B_12_24B_12_25B_12_26B_12_27B_12_28B_12_29B_12_30B_12_31B_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_13_23B_13_24B_13_25B_13_26B_13_27B_13_28B_13_29B_13_30B_13_31B_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_14_23B_14_24B_14_25B_14_26B_14_27B_14_28B_14_29B_14_30B_14_31B_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_22B_15_23B_15_24B_15_25B_15_26B_15_27B_15_28B_15_29B_15_30B_15_31B_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_16_21B_16_22B_16_23B_16_24B_16_25B_16_26B_16_27B_16_28B_16_29B_16_30B_16_31B_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_17_21B_17_22B_17_23B_17_24B_17_25B_17_26B_17_27B_17_28B_17_29B_17_30B_17_31B_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_18_21B_18_22B_18_23B_18_24B_18_25B_18_26B_18_27B_18_28B_18_29B_18_30B_18_31C_1_1C_1_2C_1_3C_1_4C_2_1C_2_2C_2_3C_2_4C_3_1C_3_2C_3_3C_3_4C_4_1C_4_2C_4_3C_4_4C_5_1C_5_2C_5_3C_5_4C_6_1C_6_2C_6_3C_6_4C_7_1C_7_2C_7_3C_7_4C_8_1C_8_2C_8_3C_8_4C_9_1C_9_2C_9_3C_9_4C_10_1C_10_2C_10_3C_10_4C_11_1C_11_2C_11_3C_11_4C_12_1C_12_2C_12_3C_12_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_4C_17_1C_17_2C_17_3C_17_4C_18_1C_18_2C_18_3C_18_4C_19_1C_19_2C_19_3C_19_4C_20_1C_20_2C_20_3C_20_4C_21_1C_21_2C_21_3C_21_4C_22_1C_22_2C_22_3C_22_4C_23_1C_23_2C_23_3C_23_4C_24_1C_24_2C_24_3C_24_4C_25_1C_25_2C_25_3C_25_4C_26_1C_26_2C_26_3C_26_4C_27_1C_27_2C_27_3C_27_4C_28_1C_28_2C_28_3C_28_4C_29_1C_29_2C_29_3C_29_4C_30_1C_30_2C_30_3C_30_4C_31_1C_31_2C_31_3C_31_4=TraceMulA_1_1A_1_2A_1_3A_1_4A_1_5A_1_6A_2_1A_2_2A_2_3A_2_4A_2_5A_2_6-B_1_16+B_7_16-B_1_17+B_7_17-B_1_18+B_7_18-B_1_19+B_7_19-B_1_20+B_7_20-B_1_21+B_7_21-B_1_22+B_7_22-B_1_23+B_7_23-B_2_16+B_8_16-B_2_17+B_8_17-B_2_18+B_8_18-B_2_19+B_8_19-B_2_20+B_8_20-B_2_21+B_8_21-B_2_22+B_8_22-B_2_23+B_8_23-B_3_16+B_9_16-B_3_17+B_9_17-B_3_18+B_9_18-B_3_19+B_9_19-B_3_20+B_9_20-B_3_21+B_9_21-B_3_22+B_9_22-B_3_23+B_9_23-B_4_16+B_10_16-B_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B_18_7C_1_3C_9_3C_1_4C_9_4C_2_3C_10_3C_2_4C_10_4C_3_3C_11_3C_3_4C_11_4C_4_3C_12_3C_4_4C_12_4C_5_3C_13_3C_5_4C_13_4C_6_3C_14_3C_6_4C_14_4C_15_3C_7_3C_15_4C_7_4TraceMulA_3_1A_3_7A_3_2A_3_8A_3_3A_3_9A_3_4A_3_10A_3_5A_3_11A_3_6A_3_12A_4_1A_4_7A_4_2A_4_8A_4_3A_4_9A_4_4A_4_10A_4_5A_4_11A_4_6A_4_12B_7_24B_7_25B_7_26B_7_27B_7_28B_7_29B_7_30B_7_31B_8_24B_8_25B_8_26B_8_27B_8_28B_8_29B_8_30B_8_31B_9_24B_9_25B_9_26B_9_27B_9_28B_9_29B_9_30B_9_31B_10_24B_10_25B_10_26B_10_27B_10_28B_10_29B_10_30B_10_31B_11_24B_11_25B_11_26B_11_27B_11_28B_11_29B_11_30B_11_31B_12_24B_12_25B_12_26B_12_27B_12_28B_12_29B_12_30B_12_31C_8_3C_24_3C_8_4C_24_4C_9_3C_25_3C_9_4C_25_4C_10_3C_26_3C_10_4C_26_4C_11_3C_27_3C_11_4C_27_4C_12_3C_28_3C_12_4C_28_4C_13_3C_29_3C_13_4C_29_4C_14_3C_30_3C_14_4C_30_4C_15_3C_31_3C_15_4C_31_4TraceMulA_1_1A_1_7A_1_2A_1_8A_1_3A_1_9A_1_4A_1_10A_1_5A_1_11A_1_6A_1_12A_2_1A_2_7A_2_2A_2_8A_2_3A_2_9A_2_4A_2_10A_2_5A_2_11A_2_6A_2_12B_7_16B_7_17B_7_18B_7_19B_7_20B_7_21B_7_22B_7_23B_8_16B_8_17B_8_18B_8_19B_8_20B_8_21B_8_22B_8_23B_9_16B_9_17B_9_18B_9_19B_9_20B_9_21B_9_22B_9_23B_10_16B_10_17B_10_18B_10_19B_10_20B_10_21B_10_22B_10_23B_11_16B_11_17B_11_18B_11_19B_11_20B_11_21B_11_22B_11_23B_12_16B_12_17B_12_18B_12_19B_12_20B_12_21B_12_22B_12_23C_16_1C_16_2C_1_1C_17_1C_1_2C_17_2C_2_1C_18_1C_2_2C_18_2C_3_1C_19_1C_3_2C_19_2C_4_1C_20_1C_4_2C_20_2C_5_1C_21_1C_5_2C_21_2C_6_1C_22_1C_6_2C_22_2C_7_1C_23_1C_7_2C_23_2TraceMulA_1_7A_3_7A_1_13A_3_13A_1_8A_3_8A_1_14A_3_14A_1_9A_3_9A_1_15A_3_15A_1_10A_3_10A_1_16A_3_16A_1_11A_3_11A_1_17A_3_17A_1_12A_3_12A_1_18A_3_18A_2_7A_4_7A_2_13A_4_13A_2_8A_4_8A_2_14A_4_14A_2_9A_4_9A_2_15A_4_15A_2_10A_4_10A_2_16A_4_16A_2_11A_4_11A_2_17A_4_17A_2_12A_4_12A_2_18A_4_18B_1_8B_13_8B_7_24B_13_1B_1_9B_13_9B_7_25B_13_2B_1_10B_13_10B_7_26B_13_3B_1_11B_13_11B_7_27B_13_4B_1_12B_13_12B_7_28B_13_5B_1_13B_13_13B_7_29B_13_6B_1_14B_13_14B_7_30B_13_7B_1_15B_13_15B_7_31B_2_8B_14_8B_8_24B_14_1B_2_9B_14_9B_8_25B_14_2B_2_10B_14_10B_8_26B_14_3B_2_11B_14_11B_8_27B_14_4B_2_12B_14_12B_8_28B_14_5B_2_13B_14_13B_8_29B_14_6B_2_14B_14_14B_8_30B_14_7B_2_15B_14_15B_8_31B_3_8B_15_8B_9_24B_15_1B_3_9B_15_9B_9_25B_15_2B_3_10B_15_10B_9_26B_15_3B_3_11B_15_11B_9_27B_15_4B_3_12B_15_12B_9_28B_15_5B_3_13B_15_13B_9_29B_15_6B_3_14B_15_14B_9_30B_15_7B_3_15B_15_15B_9_31B_4_8B_16_8B_10_24B_16_1B_4_9B_16_9B_10_25B_16_2B_4_10B_16_10B_10_26B_16_3B_4_11B_16_11B_10_27B_16_4B_4_12B_16_12B_10_28B_16_5B_4_13B_16_13B_10_29B_16_6B_4_14B_16_14B_10_30B_16_7B_4_15B_16_15B_10_31B_5_8B_17_8B_11_24B_17_1B_5_9B_17_9B_11_25B_17_2B_5_10B_17_10B_11_26B_17_3B_5_11B_17_11B_11_27B_17_4B_5_12B_17_12B_11_28B_17_5B_5_13B_17_13B_11_29B_17_6B_5_14B_17_14B_11_30B_17_7B_5_15B_17_15B_11_31B_6_8B_18_8B_12_24B_18_1B_6_9B_18_9B_12_25B_18_2B_6_10B_18_10B_12_26B_18_3B_6_11B_18_11B_12_27B_18_4B_6_12B_18_12B_12_28B_18_5B_6_13B_18_13B_12_29B_18_6B_6_14B_18_14B_12_30B_18_7B_6_15B_18_15B_12_31C_8_3C_8_4C_9_3C_9_4C_10_3C_10_4C_11_3C_11_4C_12_3C_12_4C_13_3C_13_4C_14_3C_14_4C_15_3C_15_4TraceMulA_1_13A_1_14A_1_15A_1_16A_1_17A_1_18A_2_13A_2_14A_2_15A_2_16A_2_17A_2_18B_1_8B_7_8B_13_8B_1_9B_7_9B_13_9B_1_10B_7_10B_13_10B_1_11B_7_11B_13_11B_1_12B_7_12B_13_12B_1_13B_7_13B_13_13B_1_14B_7_14B_13_14B_1_15B_7_15B_13_15B_2_8B_8_8B_14_8B_2_9B_8_9B_14_9B_2_10B_8_10B_14_10B_2_11B_8_11B_14_11B_2_12B_8_12B_14_12B_2_13B_8_13B_14_13B_2_14B_8_14B_14_14B_2_15B_8_15B_14_15B_3_8B_9_8B_15_8B_3_9B_9_9B_15_9B_3_10B_9_10B_15_10B_3_11B_9_11B_15_11B_3_12B_9_12B_15_12B_3_13B_9_13B_15_13B_3_14B_9_14B_15_14B_3_15B_9_15B_15_15B_4_8B_10_8B_16_8B_4_9B_10_9B_16_9B_4_10B_10_10B_16_10B_4_11B_10_11B_16_11B_4_12B_10_12B_16_12B_4_13B_10_13B_16_13B_4_14B_10_14B_16_14B_4_15B_10_15B_16_15B_5_8B_11_8B_17_8B_5_9B_11_9B_17_9B_5_10B_11_10B_17_10B_5_11B_11_11B_17_11B_5_12B_11_12B_17_12B_5_13B_11_13B_17_13B_5_14B_11_14B_17_14B_5_15B_11_15B_17_15B_6_8B_12_8B_18_8B_6_9B_12_9B_18_9B_6_10B_12_10B_18_10B_6_11B_12_11B_18_11B_6_12B_12_12B_18_12B_6_13B_12_13B_18_13B_6_14B_12_14B_18_14B_6_15B_12_15B_18_15C_8_1C_8_2C_1_1C_9_1C_1_2C_9_2C_2_1C_10_1C_2_2C_10_2C_3_1C_11_1C_3_2C_11_2C_4_1C_12_1C_4_2C_12_2C_5_1C_13_1C_5_2C_13_2C_6_1C_14_1C_6_2C_14_2C_15_1C_7_1C_15_2C_7_2Trace(Mul(Matrix(4, 18, [[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_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_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_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]]),Matrix(18, 31, [[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_1_21,B_1_22,B_1_23,B_1_24,B_1_25,B_1_26,B_1_27,B_1_28,B_1_29,B_1_30,B_1_31],[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_2_21,B_2_22,B_2_23,B_2_24,B_2_25,B_2_26,B_2_27,B_2_28,B_2_29,B_2_30,B_2_31],[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_3_21,B_3_22,B_3_23,B_3_24,B_3_25,B_3_26,B_3_27,B_3_28,B_3_29,B_3_30,B_3_31],[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_4_21,B_4_22,B_4_23,B_4_24,B_4_25,B_4_26,B_4_27,B_4_28,B_4_29,B_4_30,B_4_31],[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_5_21,B_5_22,B_5_23,B_5_24,B_5_25,B_5_26,B_5_27,B_5_28,B_5_29,B_5_30,B_5_31],[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_6_21,B_6_22,B_6_23,B_6_24,B_6_25,B_6_26,B_6_27,B_6_28,B_6_29,B_6_30,B_6_31],[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_7_21,B_7_22,B_7_23,B_7_24,B_7_25,B_7_26,B_7_27,B_7_28,B_7_29,B_7_30,B_7_31],[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_8_21,B_8_22,B_8_23,B_8_24,B_8_25,B_8_26,B_8_27,B_8_28,B_8_29,B_8_30,B_8_31],[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_9_21,B_9_22,B_9_23,B_9_24,B_9_25,B_9_26,B_9_27,B_9_28,B_9_29,B_9_30,B_9_31],[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_10_21,B_10_22,B_10_23,B_10_24,B_10_25,B_10_26,B_10_27,B_10_28,B_10_29,B_10_30,B_10_31],[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_11_21,B_11_22,B_11_23,B_11_24,B_11_25,B_11_26,B_11_27,B_11_28,B_11_29,B_11_30,B_11_31],[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_12_21,B_12_22,B_12_23,B_12_24,B_12_25,B_12_26,B_12_27,B_12_28,B_12_29,B_12_30,B_12_31],[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_13_21,B_13_22,B_13_23,B_13_24,B_13_25,B_13_26,B_13_27,B_13_28,B_13_29,B_13_30,B_13_31],[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_14_21,B_14_22,B_14_23,B_14_24,B_14_25,B_14_26,B_14_27,B_14_28,B_14_29,B_14_30,B_14_31],[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_15_21,B_15_22,B_15_23,B_15_24,B_15_25,B_15_26,B_15_27,B_15_28,B_15_29,B_15_30,B_15_31],[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_16_21,B_16_22,B_16_23,B_16_24,B_16_25,B_16_26,B_16_27,B_16_28,B_16_29,B_16_30,B_16_31],[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_17_21,B_17_22,B_17_23,B_17_24,B_17_25,B_17_26,B_17_27,B_17_28,B_17_29,B_17_30,B_17_31],[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_18_21,B_18_22,B_18_23,B_18_24,B_18_25,B_18_26,B_18_27,B_18_28,B_18_29,B_18_30,B_18_31]]),Matrix(31, 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_7_1,C_7_2,C_7_3,C_7_4],[C_8_1,C_8_2,C_8_3,C_8_4],[C_9_1,C_9_2,C_9_3,C_9_4],[C_10_1,C_10_2,C_10_3,C_10_4],[C_11_1,C_11_2,C_11_3,C_11_4],[C_12_1,C_12_2,C_12_3,C_12_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],[C_17_1,C_17_2,C_17_3,C_17_4],[C_18_1,C_18_2,C_18_3,C_18_4],[C_19_1,C_19_2,C_19_3,C_19_4],[C_20_1,C_20_2,C_20_3,C_20_4],[C_21_1,C_21_2,C_21_3,C_21_4],[C_22_1,C_22_2,C_22_3,C_22_4],[C_23_1,C_23_2,C_23_3,C_23_4],[C_24_1,C_24_2,C_24_3,C_24_4],[C_25_1,C_25_2,C_25_3,C_25_4],[C_26_1,C_26_2,C_26_3,C_26_4],[C_27_1,C_27_2,C_27_3,C_27_4],[C_28_1,C_28_2,C_28_3,C_28_4],[C_29_1,C_29_2,C_29_3,C_29_4],[C_30_1,C_30_2,C_30_3,C_30_4],[C_31_1,C_31_2,C_31_3,C_31_4]]))) = Trace(Mul(Matrix(2, 6, [[A_1_1,A_1_2,A_1_3,A_1_4,A_1_5,A_1_6],[A_2_1,A_2_2,A_2_3,A_2_4,A_2_5,A_2_6]]),Matrix(6, 8, [[-B_1_16+B_7_16,-B_1_17+B_7_17,-B_1_18+B_7_18,-B_1_19+B_7_19,-B_1_20+B_7_20,-B_1_21+B_7_21,-B_1_22+B_7_22,-B_1_23+B_7_23],[-B_2_16+B_8_16,-B_2_17+B_8_17,-B_2_18+B_8_18,-B_2_19+B_8_19,-B_2_20+B_8_20,-B_2_21+B_8_21,-B_2_22+B_8_22,-B_2_23+B_8_23],[-B_3_16+B_9_16,-B_3_17+B_9_17,-B_3_18+B_9_18,-B_3_19+B_9_19,-B_3_20+B_9_20,-B_3_21+B_9_21,-B_3_22+B_9_22,-B_3_23+B_9_23],[-B_4_16+B_10_16,-B_4_17+B_10_17,-B_4_18+B_10_18,-B_4_19+B_10_19,-B_4_20+B_10_20,-B_4_21+B_10_21,-B_4_22+B_10_22,-B_4_23+B_10_23],[-B_5_16+B_11_16,-B_5_17+B_11_17,-B_5_18+B_11_18,-B_5_19+B_11_19,-B_5_20+B_11_20,-B_5_21+B_11_21,-B_5_22+B_11_22,-B_5_23+B_11_23],[-B_6_16+B_12_16,-B_6_17+B_12_17,-B_6_18+B_12_18,-B_6_19+B_12_19,-B_6_20+B_12_20,-B_6_21+B_12_21,-B_6_22+B_12_22,-B_6_23+B_12_23]]),Matrix(8, 2, [[-C_16_1-C_16_3,-C_16_2-C_16_4],[-C_17_1-C_17_3,-C_17_2-C_17_4],[-C_18_1-C_18_3,-C_18_2-C_18_4],[-C_19_1-C_19_3,-C_19_2-C_19_4],[-C_20_1-C_20_3,-C_20_2-C_20_4],[-C_21_1-C_21_3,-C_21_2-C_21_4],[-C_22_1-C_22_3,-C_22_2-C_22_4],[-C_23_1-C_23_3,-C_23_2-C_23_4]])))+Trace(Mul(Matrix(2, 6, [[-A_1_13,-A_1_14,-A_1_15,-A_1_16,-A_1_17,-A_1_18],[-A_2_13,-A_2_14,-A_2_15,-A_2_16,-A_2_17,-A_2_18]]),Matrix(6, 8, [[B_13_16,B_13_17,B_13_18,B_13_19,B_13_20,B_13_21,B_13_22,B_13_23],[B_14_16,B_14_17,B_14_18,B_14_19,B_14_20,B_14_21,B_14_22,B_14_23],[B_15_16,B_15_17,B_15_18,B_15_19,B_15_20,B_15_21,B_15_22,B_15_23],[B_16_16,B_16_17,B_16_18,B_16_19,B_16_20,B_16_21,B_16_22,B_16_23],[B_17_16,B_17_17,B_17_18,B_17_19,B_17_20,B_17_21,B_17_22,B_17_23],[B_18_16,B_18_17,B_18_18,B_18_19,B_18_20,B_18_21,B_18_22,B_18_23]]),Matrix(8, 2, [[-C_16_1-C_24_1,-C_16_2-C_24_2],[-C_17_1-C_25_1,-C_17_2-C_25_2],[-C_26_1-C_18_1,-C_26_2-C_18_2],[-C_19_1-C_27_1,-C_19_2-C_27_2],[-C_20_1-C_28_1,-C_20_2-C_28_2],[-C_21_1-C_29_1,-C_21_2-C_29_2],[-C_22_1-C_30_1,-C_22_2-C_30_2],[-C_23_1-C_31_1,-C_23_2-C_31_2]])))+Trace(Mul(Matrix(2, 6, [[-A_3_1-A_1_7+A_1_13-A_3_13,-A_3_2-A_1_8+A_1_14-A_3_14,-A_3_3-A_1_9+A_1_15-A_3_15,-A_3_4-A_1_10+A_1_16-A_3_16,-A_3_5-A_1_11+A_1_17-A_3_17,-A_3_6-A_1_12+A_1_18-A_3_18],[-A_4_1-A_2_7+A_2_13-A_4_13,-A_4_2-A_2_8+A_2_14-A_4_14,-A_4_3-A_2_9+A_2_15-A_4_15,-A_4_4-A_2_10+A_2_16-A_4_16,-A_4_5-A_2_11+A_2_17-A_4_17,-A_4_6-A_2_12+A_2_18-A_4_18]]),Matrix(6, 8, [[-B_1_8+B_7_24,-B_1_9+B_7_25,-B_1_10+B_7_26,-B_1_11+B_7_27,-B_1_12+B_7_28,-B_1_13+B_7_29,-B_1_14+B_7_30,-B_1_15+B_7_31],[-B_2_8+B_8_24,-B_2_9+B_8_25,-B_2_10+B_8_26,-B_2_11+B_8_27,-B_2_12+B_8_28,-B_2_13+B_8_29,-B_2_14+B_8_30,-B_2_15+B_8_31],[-B_3_8+B_9_24,-B_3_9+B_9_25,-B_3_10+B_9_26,-B_3_11+B_9_27,-B_3_12+B_9_28,-B_3_13+B_9_29,-B_3_14+B_9_30,-B_3_15+B_9_31],[-B_4_8+B_10_24,-B_4_9+B_10_25,-B_4_10+B_10_26,-B_4_11+B_10_27,-B_4_12+B_10_28,-B_4_13+B_10_29,-B_4_14+B_10_30,-B_4_15+B_10_31],[-B_5_8+B_11_24,-B_5_9+B_11_25,-B_5_10+B_11_26,-B_5_11+B_11_27,-B_5_12+B_11_28,-B_5_13+B_11_29,-B_5_14+B_11_30,-B_5_15+B_11_31],[-B_6_8+B_12_24,-B_6_9+B_12_25,-B_6_10+B_12_26,-B_6_11+B_12_27,-B_6_12+B_12_28,-B_6_13+B_12_29,-B_6_14+B_12_30,-B_6_15+B_12_31]]),Matrix(8, 2, [[-C_24_1+C_8_3,-C_24_2+C_8_4],[-C_25_1+C_9_3,-C_25_2+C_9_4],[-C_26_1+C_10_3,-C_26_2+C_10_4],[-C_27_1+C_11_3,-C_27_2+C_11_4],[-C_28_1+C_12_3,-C_28_2+C_12_4],[-C_29_1+C_13_3,-C_29_2+C_13_4],[-C_30_1+C_14_3,-C_30_2+C_14_4],[-C_31_1+C_15_3,-C_31_2+C_15_4]])))+Trace(Mul(Matrix(2, 6, [[-A_1_7+A_3_7,-A_1_8+A_3_8,-A_1_9+A_3_9,-A_1_10+A_3_10,-A_1_11+A_3_11,-A_1_12+A_3_12],[-A_2_7+A_4_7,-A_2_8+A_4_8,-A_2_9+A_4_9,-A_2_10+A_4_10,-A_2_11+A_4_11,-A_2_12+A_4_12]]),Matrix(6, 7, [[-B_7_1-B_13_1-B_1_9+B_7_9+B_13_9+B_7_17,-B_7_2-B_13_2-B_1_10+B_7_10+B_13_10+B_7_18,-B_7_3-B_13_3-B_1_11+B_7_11+B_13_11+B_7_19,-B_7_4-B_13_4-B_1_12+B_7_12+B_13_12+B_7_20,-B_7_5-B_13_5-B_1_13+B_7_13+B_13_13+B_7_21,-B_7_6-B_13_6-B_1_14+B_7_14+B_13_14+B_7_22,-B_7_7-B_13_7-B_1_15+B_7_15+B_13_15+B_7_23],[-B_8_1-B_14_1-B_2_9+B_8_9+B_14_9+B_8_17,-B_8_2-B_14_2-B_2_10+B_8_10+B_14_10+B_8_18,-B_8_3-B_14_3-B_2_11+B_8_11+B_14_11+B_8_19,-B_8_4-B_14_4-B_2_12+B_8_12+B_14_12+B_8_20,-B_8_5-B_14_5-B_2_13+B_8_13+B_14_13+B_8_21,-B_8_6-B_14_6-B_2_14+B_8_14+B_14_14+B_8_22,-B_8_7-B_14_7-B_2_15+B_8_15+B_14_15+B_8_23],[-B_9_1-B_15_1-B_3_9+B_9_9+B_15_9+B_9_17,-B_9_2-B_15_2-B_3_10+B_9_10+B_15_10+B_9_18,-B_9_3-B_15_3-B_3_11+B_9_11+B_15_11+B_9_19,-B_9_4-B_15_4-B_3_12+B_9_12+B_15_12+B_9_20,-B_9_5-B_15_5-B_3_13+B_9_13+B_15_13+B_9_21,-B_9_6-B_15_6-B_3_14+B_9_14+B_15_14+B_9_22,-B_9_7-B_15_7-B_3_15+B_9_15+B_15_15+B_9_23],[-B_10_1-B_16_1-B_4_9+B_10_9+B_16_9+B_10_17,-B_10_2-B_16_2-B_4_10+B_10_10+B_16_10+B_10_18,-B_10_3-B_16_3-B_4_11+B_10_11+B_16_11+B_10_19,-B_10_4-B_16_4-B_4_12+B_10_12+B_16_12+B_10_20,-B_10_5-B_16_5-B_4_13+B_10_13+B_16_13+B_10_21,-B_10_6-B_16_6-B_4_14+B_10_14+B_16_14+B_10_22,-B_10_7-B_16_7-B_4_15+B_10_15+B_16_15+B_10_23],[-B_11_1-B_17_1-B_5_9+B_11_9+B_17_9+B_11_17,-B_11_2-B_17_2-B_5_10+B_11_10+B_17_10+B_11_18,-B_11_3-B_17_3-B_5_11+B_11_11+B_17_11+B_11_19,-B_11_4-B_17_4-B_5_12+B_11_12+B_17_12+B_11_20,-B_11_5-B_17_5-B_5_13+B_11_13+B_17_13+B_11_21,-B_11_6-B_17_6-B_5_14+B_11_14+B_17_14+B_11_22,-B_11_7-B_17_7-B_5_15+B_11_15+B_17_15+B_11_23],[-B_12_1-B_18_1-B_6_9+B_12_9+B_18_9+B_12_17,-B_12_2-B_18_2-B_6_10+B_12_10+B_18_10+B_12_18,-B_12_3-B_18_3-B_6_11+B_12_11+B_18_11+B_12_19,-B_12_4-B_18_4-B_6_12+B_12_12+B_18_12+B_12_20,-B_12_5-B_18_5-B_6_13+B_12_13+B_18_13+B_12_21,-B_12_6-B_18_6-B_6_14+B_12_14+B_18_14+B_12_22,-B_12_7-B_18_7-B_6_15+B_12_15+B_18_15+B_12_23]]),Matrix(7, 2, [[C_1_1,C_1_2],[C_2_1,C_2_2],[C_3_1,C_3_2],[C_4_1,C_4_2],[C_5_1,C_5_2],[C_6_1,C_6_2],[C_7_1,C_7_2]])))+Trace(Mul(Matrix(2, 6, [[A_1_1+A_3_7,A_1_2+A_3_8,A_1_3+A_3_9,A_1_4+A_3_10,A_1_5+A_3_11,A_1_6+A_3_12],[A_2_1+A_4_7,A_2_2+A_4_8,A_2_3+A_4_9,A_2_4+A_4_10,A_2_5+A_4_11,A_2_6+A_4_12]]),Matrix(6, 8, [[B_7_16,-B_1_1+B_7_17,-B_1_2+B_7_18,-B_1_3+B_7_19,-B_1_4+B_7_20,-B_1_5+B_7_21,-B_1_6+B_7_22,-B_1_7+B_7_23],[B_8_16,-B_2_1+B_8_17,-B_2_2+B_8_18,-B_2_3+B_8_19,-B_2_4+B_8_20,-B_2_5+B_8_21,-B_2_6+B_8_22,-B_2_7+B_8_23],[B_9_16,-B_3_1+B_9_17,-B_3_2+B_9_18,-B_3_3+B_9_19,-B_3_4+B_9_20,-B_3_5+B_9_21,-B_3_6+B_9_22,-B_3_7+B_9_23],[B_10_16,-B_4_1+B_10_17,-B_4_2+B_10_18,-B_4_3+B_10_19,-B_4_4+B_10_20,-B_4_5+B_10_21,-B_4_6+B_10_22,-B_4_7+B_10_23],[B_11_16,-B_5_1+B_11_17,-B_5_2+B_11_18,-B_5_3+B_11_19,-B_5_4+B_11_20,-B_5_5+B_11_21,-B_5_6+B_11_22,-B_5_7+B_11_23],[B_12_16,-B_6_1+B_12_17,-B_6_2+B_12_18,-B_6_3+B_12_19,-B_6_4+B_12_20,-B_6_5+B_12_21,-B_6_6+B_12_22,-B_6_7+B_12_23]]),Matrix(8, 2, [[C_16_3,C_16_4],[-C_1_1+C_17_3,-C_1_2+C_17_4],[-C_2_1+C_18_3,-C_2_2+C_18_4],[-C_3_1+C_19_3,-C_3_2+C_19_4],[-C_4_1+C_20_3,-C_4_2+C_20_4],[-C_5_1+C_21_3,-C_5_2+C_21_4],[-C_6_1+C_22_3,-C_6_2+C_22_4],[-C_7_1+C_23_3,-C_7_2+C_23_4]])))+Trace(Mul(Matrix(2, 6, [[A_1_1+A_1_7,A_1_2+A_1_8,A_1_3+A_1_9,A_1_4+A_1_10,A_1_5+A_1_11,A_1_6+A_1_12],[A_2_1+A_2_7,A_2_2+A_2_8,A_2_3+A_2_9,A_2_4+A_2_10,A_2_5+A_2_11,A_2_6+A_2_12]]),Matrix(6, 8, [[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_2_8,B_2_9,B_2_10,B_2_11,B_2_12,B_2_13,B_2_14,B_2_15],[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_4_8,B_4_9,B_4_10,B_4_11,B_4_12,B_4_13,B_4_14,B_4_15],[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_6_8,B_6_9,B_6_10,B_6_11,B_6_12,B_6_13,B_6_14,B_6_15]]),Matrix(8, 2, [[C_8_1+C_24_1,C_8_2+C_24_2],[C_9_1+C_25_1,C_9_2+C_25_2],[C_10_1+C_26_1,C_10_2+C_26_2],[C_11_1+C_27_1,C_11_2+C_27_2],[C_12_1+C_28_1,C_12_2+C_28_2],[C_13_1+C_29_1,C_13_2+C_29_2],[C_14_1+C_30_1,C_14_2+C_30_2],[C_15_1+C_31_1,C_15_2+C_31_2]])))+Trace(Mul(Matrix(2, 6, [[A_3_7,A_3_8,A_3_9,A_3_10,A_3_11,A_3_12],[A_4_7,A_4_8,A_4_9,A_4_10,A_4_11,A_4_12]]),Matrix(6, 7, [[-B_1_1+B_7_1,-B_1_2+B_7_2,-B_1_3+B_7_3,-B_1_4+B_7_4,-B_1_5+B_7_5,-B_1_6+B_7_6,-B_1_7+B_7_7],[-B_2_1+B_8_1,-B_2_2+B_8_2,-B_2_3+B_8_3,-B_2_4+B_8_4,-B_2_5+B_8_5,-B_2_6+B_8_6,-B_2_7+B_8_7],[-B_3_1+B_9_1,-B_3_2+B_9_2,-B_3_3+B_9_3,-B_3_4+B_9_4,-B_3_5+B_9_5,-B_3_6+B_9_6,-B_3_7+B_9_7],[-B_4_1+B_10_1,-B_4_2+B_10_2,-B_4_3+B_10_3,-B_4_4+B_10_4,-B_4_5+B_10_5,-B_4_6+B_10_6,-B_4_7+B_10_7],[-B_5_1+B_11_1,-B_5_2+B_11_2,-B_5_3+B_11_3,-B_5_4+B_11_4,-B_5_5+B_11_5,-B_5_6+B_11_6,-B_5_7+B_11_7],[-B_6_1+B_12_1,-B_6_2+B_12_2,-B_6_3+B_12_3,-B_6_4+B_12_4,-B_6_5+B_12_5,-B_6_6+B_12_6,-B_6_7+B_12_7]]),Matrix(7, 2, [[C_1_1+C_1_3,C_1_2+C_1_4],[C_2_1+C_2_3,C_2_2+C_2_4],[C_3_1+C_3_3,C_3_2+C_3_4],[C_4_1+C_4_3,C_4_2+C_4_4],[C_5_1+C_5_3,C_5_4+C_5_2],[C_6_1+C_6_3,C_6_2+C_6_4],[C_7_1+C_7_3,C_7_2+C_7_4]])))+Trace(Mul(Matrix(2, 6, [[A_1_1-A_3_1+A_1_13-A_3_13,A_1_2-A_3_2+A_1_14-A_3_14,A_1_3-A_3_3+A_1_15-A_3_15,A_1_4-A_3_4+A_1_16-A_3_16,A_1_5-A_3_5+A_1_17-A_3_17,A_1_6-A_3_6+A_1_18-A_3_18],[A_2_1-A_4_1+A_2_13-A_4_13,A_2_2-A_4_2+A_2_14-A_4_14,A_2_3-A_4_3+A_2_15-A_4_15,A_2_4-A_4_4+A_2_16-A_4_16,-A_4_5+A_2_5+A_2_17-A_4_17,-A_4_6+A_2_6+A_2_18-A_4_18]]),Matrix(6, 8, [[-B_1_8-B_13_16+B_7_24+B_13_24,-B_1_9-B_13_17+B_7_25+B_13_25,-B_1_10-B_13_18+B_7_26+B_13_26,-B_1_11-B_13_19+B_7_27+B_13_27,-B_1_12-B_13_20+B_7_28+B_13_28,-B_1_13-B_13_21+B_7_29+B_13_29,-B_1_14-B_13_22+B_7_30+B_13_30,-B_1_15-B_13_23+B_7_31+B_13_31],[-B_2_8-B_14_16+B_8_24+B_14_24,-B_2_9-B_14_17+B_8_25+B_14_25,-B_2_10-B_14_18+B_8_26+B_14_26,-B_2_11-B_14_19+B_8_27+B_14_27,-B_2_12-B_14_20+B_8_28+B_14_28,-B_2_13-B_14_21+B_8_29+B_14_29,-B_2_14-B_14_22+B_8_30+B_14_30,-B_2_15-B_14_23+B_8_31+B_14_31],[-B_3_8-B_15_16+B_9_24+B_15_24,-B_3_9-B_15_17+B_9_25+B_15_25,-B_3_10-B_15_18+B_9_26+B_15_26,-B_3_11-B_15_19+B_9_27+B_15_27,-B_3_12-B_15_20+B_9_28+B_15_28,-B_3_13-B_15_21+B_9_29+B_15_29,-B_3_14-B_15_22+B_9_30+B_15_30,-B_3_15-B_15_23+B_9_31+B_15_31],[-B_4_8-B_16_16+B_10_24+B_16_24,-B_4_9-B_16_17+B_10_25+B_16_25,-B_4_10-B_16_18+B_10_26+B_16_26,-B_4_11-B_16_19+B_10_27+B_16_27,-B_4_12-B_16_20+B_10_28+B_16_28,-B_4_13-B_16_21+B_10_29+B_16_29,-B_4_14-B_16_22+B_10_30+B_16_30,-B_4_15-B_16_23+B_10_31+B_16_31],[-B_5_8-B_17_16+B_11_24+B_17_24,-B_5_9-B_17_17+B_11_25+B_17_25,-B_5_10-B_17_18+B_11_26+B_17_26,-B_5_11-B_17_19+B_11_27+B_17_27,-B_5_12-B_17_20+B_11_28+B_17_28,-B_5_13-B_17_21+B_11_29+B_17_29,-B_5_14-B_17_22+B_11_30+B_17_30,-B_5_15-B_17_23+B_11_31+B_17_31],[-B_6_8-B_18_16+B_12_24+B_18_24,-B_6_9-B_18_17+B_12_25+B_18_25,-B_6_10-B_18_18+B_12_26+B_18_26,-B_6_11-B_18_19+B_12_27+B_18_27,-B_6_12-B_18_20+B_12_28+B_18_28,-B_6_13-B_18_21+B_12_29+B_18_29,-B_6_14-B_18_22+B_12_30+B_18_30,-B_6_15-B_18_23+B_12_31+B_18_31]]),Matrix(8, 2, [[C_24_1,C_24_2],[C_25_1,C_25_2],[C_26_1,C_26_2],[C_27_1,C_27_2],[C_28_1,C_28_2],[C_29_1,C_29_2],[C_30_1,C_30_2],[C_31_1,C_31_2]])))+Trace(Mul(Matrix(2, 6, [[A_3_1+A_3_7,A_3_2+A_3_8,A_3_3+A_3_9,A_3_4+A_3_10,A_3_5+A_3_11,A_3_6+A_3_12],[A_4_1+A_4_7,A_4_2+A_4_8,A_4_3+A_4_9,A_4_4+A_4_10,A_4_5+A_4_11,A_4_6+A_4_12]]),Matrix(6, 7, [[B_1_1,B_1_2,B_1_3,B_1_4,B_1_5,B_1_6,B_1_7],[B_2_1,B_2_2,B_2_3,B_2_4,B_2_5,B_2_6,B_2_7],[B_3_1,B_3_2,B_3_3,B_3_4,B_3_5,B_3_6,B_3_7],[B_4_1,B_4_2,B_4_3,B_4_4,B_4_5,B_4_6,B_4_7],[B_5_1,B_5_2,B_5_3,B_5_4,B_5_5,B_5_6,B_5_7],[B_6_1,B_6_2,B_6_3,B_6_4,B_6_5,B_6_6,B_6_7]]),Matrix(7, 2, [[C_1_3+C_17_3,C_1_4+C_17_4],[C_2_3+C_18_3,C_2_4+C_18_4],[C_3_3+C_19_3,C_3_4+C_19_4],[C_4_3+C_20_3,C_4_4+C_20_4],[C_5_3+C_21_3,C_5_4+C_21_4],[C_6_3+C_22_3,C_6_4+C_22_4],[C_7_3+C_23_3,C_7_4+C_23_4]])))+Trace(Mul(Matrix(2, 6, [[-A_1_7+A_1_13,-A_1_8+A_1_14,-A_1_9+A_1_15,-A_1_10+A_1_16,-A_1_11+A_1_17,-A_1_12+A_1_18],[-A_2_7+A_2_13,-A_2_8+A_2_14,-A_2_9+A_2_15,-A_2_10+A_2_16,-A_2_11+A_2_17,-A_2_12+A_2_18]]),Matrix(6, 8, [[B_1_8-B_7_8,B_1_9-B_7_9,B_1_10-B_7_10,B_1_11-B_7_11,B_1_12-B_7_12,B_1_13-B_7_13,B_1_14-B_7_14,B_1_15-B_7_15],[B_2_8-B_8_8,B_2_9-B_8_9,B_2_10-B_8_10,B_2_11-B_8_11,B_2_12-B_8_12,B_2_13-B_8_13,B_2_14-B_8_14,B_2_15-B_8_15],[B_3_8-B_9_8,B_3_9-B_9_9,B_3_10-B_9_10,B_3_11-B_9_11,B_3_12-B_9_12,B_3_13-B_9_13,B_3_14-B_9_14,B_3_15-B_9_15],[B_4_8-B_10_8,B_4_9-B_10_9,B_4_10-B_10_10,B_4_11-B_10_11,B_4_12-B_10_12,B_4_13-B_10_13,B_4_14-B_10_14,B_4_15-B_10_15],[B_5_8-B_11_8,B_5_9-B_11_9,B_5_10-B_11_10,B_5_11-B_11_11,B_5_12-B_11_12,B_5_13-B_11_13,B_5_14-B_11_14,B_5_15-B_11_15],[B_6_8-B_12_8,B_6_9-B_12_9,B_6_10-B_12_10,B_6_11-B_12_11,B_6_12-B_12_12,B_6_13-B_12_13,B_6_14-B_12_14,B_6_15-B_12_15]]),Matrix(8, 2, [[C_8_1+C_8_3,C_8_2+C_8_4],[C_9_1+C_9_3,C_9_2+C_9_4],[C_10_1+C_10_3,C_10_2+C_10_4],[C_11_1+C_11_3,C_11_2+C_11_4],[C_12_1+C_12_3,C_12_2+C_12_4],[C_13_1+C_13_3,C_13_2+C_13_4],[C_14_1+C_14_3,C_14_2+C_14_4],[C_15_1+C_15_3,C_15_2+C_15_4]])))+Trace(Mul(Matrix(2, 6, [[A_3_13,A_3_14,A_3_15,A_3_16,A_3_17,A_3_18],[A_4_13,A_4_14,A_4_15,A_4_16,A_4_17,A_4_18]]),Matrix(6, 8, [[-B_1_24+B_7_24+B_13_24,-B_1_25+B_7_25+B_13_25,-B_1_26+B_7_26+B_13_26,-B_1_27+B_7_27+B_13_27,-B_1_28+B_7_28+B_13_28,-B_1_29+B_7_29+B_13_29,-B_1_30+B_7_30+B_13_30,-B_1_31+B_7_31+B_13_31],[-B_2_24+B_8_24+B_14_24,-B_2_25+B_8_25+B_14_25,-B_2_26+B_8_26+B_14_26,-B_2_27+B_8_27+B_14_27,-B_2_28+B_8_28+B_14_28,-B_2_29+B_8_29+B_14_29,-B_2_30+B_8_30+B_14_30,-B_2_31+B_8_31+B_14_31],[-B_3_24+B_9_24+B_15_24,-B_3_25+B_9_25+B_15_25,-B_3_26+B_9_26+B_15_26,-B_3_27+B_9_27+B_15_27,-B_3_28+B_9_28+B_15_28,-B_3_29+B_9_29+B_15_29,-B_3_30+B_9_30+B_15_30,-B_3_31+B_9_31+B_15_31],[-B_4_24+B_10_24+B_16_24,-B_4_25+B_10_25+B_16_25,-B_4_26+B_10_26+B_16_26,-B_4_27+B_10_27+B_16_27,-B_4_28+B_10_28+B_16_28,-B_4_29+B_10_29+B_16_29,-B_4_30+B_10_30+B_16_30,-B_4_31+B_10_31+B_16_31],[-B_5_24+B_11_24+B_17_24,-B_5_25+B_11_25+B_17_25,-B_5_26+B_11_26+B_17_26,-B_5_27+B_11_27+B_17_27,-B_5_28+B_11_28+B_17_28,-B_5_29+B_11_29+B_17_29,-B_5_30+B_11_30+B_17_30,-B_5_31+B_11_31+B_17_31],[-B_6_24+B_12_24+B_18_24,-B_6_25+B_12_25+B_18_25,-B_6_26+B_12_26+B_18_26,-B_6_27+B_12_27+B_18_27,-B_6_28+B_12_28+B_18_28,-B_6_29+B_12_29+B_18_29,-B_6_30+B_12_30+B_18_30,-B_6_31+B_12_31+B_18_31]]),Matrix(8, 2, [[C_16_3+C_24_3,C_16_4+C_24_4],[C_17_3+C_25_3,C_17_4+C_25_4],[C_18_3+C_26_3,C_18_4+C_26_4],[C_19_3+C_27_3,C_19_4+C_27_4],[C_20_3+C_28_3,C_20_4+C_28_4],[C_21_3+C_29_3,C_21_4+C_29_4],[C_22_3+C_30_3,C_22_4+C_30_4],[C_23_3+C_31_3,C_23_4+C_31_4]])))+Trace(Mul(Matrix(2, 6, [[-A_1_7+A_3_7+A_1_13,-A_1_8+A_3_8+A_1_14,-A_1_9+A_3_9+A_1_15,-A_1_10+A_3_10+A_1_16,-A_1_11+A_3_11+A_1_17,-A_1_12+A_3_12+A_1_18],[-A_2_7+A_4_7+A_2_13,-A_2_8+A_4_8+A_2_14,-A_2_9+A_4_9+A_2_15,-A_2_10+A_4_10+A_2_16,-A_2_11+A_4_11+A_2_17,-A_2_12+A_4_12+A_2_18]]),Matrix(6, 8, [[-B_1_8+B_7_8+B_13_8,-B_13_1-B_1_9+B_7_9+B_13_9,-B_13_2-B_1_10+B_7_10+B_13_10,-B_13_3-B_1_11+B_7_11+B_13_11,-B_13_4-B_1_12+B_7_12+B_13_12,-B_13_5-B_1_13+B_7_13+B_13_13,-B_13_6-B_1_14+B_7_14+B_13_14,-B_13_7-B_1_15+B_7_15+B_13_15],[-B_2_8+B_8_8+B_14_8,-B_14_1-B_2_9+B_8_9+B_14_9,-B_14_2-B_2_10+B_8_10+B_14_10,-B_14_3-B_2_11+B_8_11+B_14_11,-B_14_4-B_2_12+B_8_12+B_14_12,-B_14_5-B_2_13+B_8_13+B_14_13,-B_14_6-B_2_14+B_8_14+B_14_14,-B_14_7-B_2_15+B_8_15+B_14_15],[-B_3_8+B_9_8+B_15_8,-B_15_1-B_3_9+B_9_9+B_15_9,-B_15_2-B_3_10+B_9_10+B_15_10,-B_15_3-B_3_11+B_9_11+B_15_11,-B_15_4-B_3_12+B_9_12+B_15_12,-B_15_5-B_3_13+B_9_13+B_15_13,-B_15_6-B_3_14+B_9_14+B_15_14,-B_15_7-B_3_15+B_9_15+B_15_15],[-B_4_8+B_10_8+B_16_8,-B_16_1-B_4_9+B_10_9+B_16_9,-B_16_2-B_4_10+B_10_10+B_16_10,-B_16_3-B_4_11+B_10_11+B_16_11,-B_16_4-B_4_12+B_10_12+B_16_12,-B_16_5-B_4_13+B_10_13+B_16_13,-B_16_6-B_4_14+B_10_14+B_16_14,-B_16_7-B_4_15+B_10_15+B_16_15],[-B_5_8+B_11_8+B_17_8,-B_17_1-B_5_9+B_11_9+B_17_9,-B_17_2-B_5_10+B_11_10+B_17_10,-B_17_3-B_5_11+B_11_11+B_17_11,-B_17_4-B_5_12+B_11_12+B_17_12,-B_17_5-B_5_13+B_11_13+B_17_13,-B_17_6-B_5_14+B_11_14+B_17_14,-B_17_7-B_5_15+B_11_15+B_17_15],[-B_6_8+B_12_8+B_18_8,-B_18_1-B_6_9+B_12_9+B_18_9,-B_18_2-B_6_10+B_12_10+B_18_10,-B_18_3-B_6_11+B_12_11+B_18_11,-B_18_4-B_6_12+B_12_12+B_18_12,-B_18_5-B_6_13+B_12_13+B_18_13,-B_18_6-B_6_14+B_12_14+B_18_14,-B_18_7-B_6_15+B_12_15+B_18_15]]),Matrix(8, 2, [[C_8_3,C_8_4],[-C_1_1+C_9_3,-C_1_2+C_9_4],[-C_2_1+C_10_3,-C_2_2+C_10_4],[-C_3_1+C_11_3,-C_3_2+C_11_4],[-C_4_1+C_12_3,-C_4_2+C_12_4],[-C_5_1+C_13_3,-C_5_2+C_13_4],[-C_6_1+C_14_3,-C_6_2+C_14_4],[-C_7_1+C_15_3,-C_7_2+C_15_4]])))+Trace(Mul(Matrix(2, 6, [[A_1_1-A_3_1-A_3_13,A_1_2-A_3_2-A_3_14,A_1_3-A_3_3-A_3_15,A_1_4-A_3_4-A_3_16,A_1_5-A_3_5-A_3_17,A_1_6-A_3_6-A_3_18],[A_2_1-A_4_1-A_4_13,A_2_2-A_4_2-A_4_14,A_2_3-A_4_3-A_4_15,A_2_4-A_4_4-A_4_16,-A_4_5+A_2_5-A_4_17,-A_4_6+A_2_6-A_4_18]]),Matrix(6, 8, [[B_13_16+B_1_24-B_7_24-B_13_24,B_13_17+B_1_25-B_7_25-B_13_25,B_13_18+B_1_26-B_7_26-B_13_26,B_13_19+B_1_27-B_7_27-B_13_27,B_13_20+B_1_28-B_7_28-B_13_28,B_13_21+B_1_29-B_7_29-B_13_29,B_13_22+B_1_30-B_7_30-B_13_30,B_13_23+B_1_31-B_7_31-B_13_31],[B_14_16+B_2_24-B_8_24-B_14_24,B_14_17+B_2_25-B_8_25-B_14_25,B_14_18+B_2_26-B_8_26-B_14_26,B_14_19+B_2_27-B_8_27-B_14_27,B_14_20+B_2_28-B_8_28-B_14_28,B_14_21+B_2_29-B_8_29-B_14_29,B_14_22+B_2_30-B_8_30-B_14_30,B_14_23+B_2_31-B_8_31-B_14_31],[B_15_16+B_3_24-B_9_24-B_15_24,B_15_17+B_3_25-B_9_25-B_15_25,B_15_18+B_3_26-B_9_26-B_15_26,B_15_19+B_3_27-B_9_27-B_15_27,B_15_20+B_3_28-B_9_28-B_15_28,B_15_21+B_3_29-B_9_29-B_15_29,B_15_22+B_3_30-B_9_30-B_15_30,B_15_23+B_3_31-B_9_31-B_15_31],[B_16_16+B_4_24-B_10_24-B_16_24,B_16_17+B_4_25-B_10_25-B_16_25,B_16_18+B_4_26-B_10_26-B_16_26,B_16_19+B_4_27-B_10_27-B_16_27,B_16_20+B_4_28-B_10_28-B_16_28,B_16_21+B_4_29-B_10_29-B_16_29,B_16_22+B_4_30-B_10_30-B_16_30,B_16_23+B_4_31-B_10_31-B_16_31],[B_17_16+B_5_24-B_11_24-B_17_24,B_17_17+B_5_25-B_11_25-B_17_25,B_17_18+B_5_26-B_11_26-B_17_26,B_17_19+B_5_27-B_11_27-B_17_27,B_17_20+B_5_28-B_11_28-B_17_28,B_17_21+B_5_29-B_11_29-B_17_29,B_17_22+B_5_30-B_11_30-B_17_30,B_17_23+B_5_31-B_11_31-B_17_31],[B_18_16+B_6_24-B_12_24-B_18_24,B_18_17+B_6_25-B_12_25-B_18_25,B_18_18+B_6_26-B_12_26-B_18_26,B_18_19+B_6_27-B_12_27-B_18_27,B_18_20+B_6_28-B_12_28-B_18_28,B_18_21+B_6_29-B_12_29-B_18_29,B_18_22+B_6_30-B_12_30-B_18_30,B_18_23+B_6_31-B_12_31-B_18_31]]),Matrix(8, 2, [[C_24_1-C_16_3,C_24_2-C_16_4],[C_25_1-C_17_3,C_25_2-C_17_4],[C_26_1-C_18_3,C_26_2-C_18_4],[C_27_1-C_19_3,C_27_2-C_19_4],[C_28_1-C_20_3,C_28_2-C_20_4],[C_29_1-C_21_3,C_29_2-C_21_4],[C_30_1-C_22_3,C_30_2-C_22_4],[C_31_1-C_23_3,C_31_2-C_23_4]])))+Trace(Mul(Matrix(2, 6, [[A_3_1+A_3_13,A_3_2+A_3_14,A_3_3+A_3_15,A_3_4+A_3_16,A_3_5+A_3_17,A_3_6+A_3_18],[A_4_1+A_4_13,A_4_2+A_4_14,A_4_3+A_4_15,A_4_4+A_4_16,A_4_5+A_4_17,A_4_6+A_4_18]]),Matrix(6, 8, [[B_1_24-B_7_24,B_1_25-B_7_25,B_1_26-B_7_26,B_1_27-B_7_27,B_1_28-B_7_28,B_1_29-B_7_29,B_1_30-B_7_30,B_1_31-B_7_31],[B_2_24-B_8_24,B_2_25-B_8_25,B_2_26-B_8_26,B_2_27-B_8_27,B_2_28-B_8_28,B_2_29-B_8_29,B_2_30-B_8_30,B_2_31-B_8_31],[B_3_24-B_9_24,B_3_25-B_9_25,B_3_26-B_9_26,B_3_27-B_9_27,B_3_28-B_9_28,B_3_29-B_9_29,B_3_30-B_9_30,B_3_31-B_9_31],[B_4_24-B_10_24,B_4_25-B_10_25,B_4_26-B_10_26,B_4_27-B_10_27,B_4_28-B_10_28,B_4_29-B_10_29,B_4_30-B_10_30,B_4_31-B_10_31],[B_5_24-B_11_24,B_5_25-B_11_25,B_5_26-B_11_26,B_5_27-B_11_27,B_5_28-B_11_28,B_5_29-B_11_29,B_5_30-B_11_30,B_5_31-B_11_31],[B_6_24-B_12_24,B_6_25-B_12_25,B_6_26-B_12_26,B_6_27-B_12_27,B_6_28-B_12_28,B_6_29-B_12_29,B_6_30-B_12_30,B_6_31-B_12_31]]),Matrix(8, 2, [[C_24_1+C_24_3,C_24_2+C_24_4],[C_25_1+C_25_3,C_25_2+C_25_4],[C_26_1+C_26_3,C_26_2+C_26_4],[C_27_1+C_27_3,C_27_2+C_27_4],[C_28_1+C_28_3,C_28_2+C_28_4],[C_29_1+C_29_3,C_29_2+C_29_4],[C_30_1+C_30_3,C_30_2+C_30_4],[C_31_1+C_31_3,C_31_2+C_31_4]])))+Trace(Mul(Matrix(2, 6, [[A_1_1-A_3_1,A_1_2-A_3_2,A_1_3-A_3_3,A_1_4-A_3_4,A_1_5-A_3_5,A_1_6-A_3_6],[A_2_1-A_4_1,A_2_2-A_4_2,A_2_3-A_4_3,A_2_4-A_4_4,-A_4_5+A_2_5,-A_4_6+A_2_6]]),Matrix(6, 8, [[-B_1_16+B_13_16+B_1_24-B_7_24-B_13_24,B_1_1-B_1_17+B_13_17+B_1_25-B_7_25-B_13_25,B_1_2-B_1_18+B_13_18+B_1_26-B_7_26-B_13_26,B_1_3-B_1_19+B_13_19+B_1_27-B_7_27-B_13_27,B_1_4-B_1_20+B_13_20+B_1_28-B_7_28-B_13_28,B_1_5-B_1_21+B_13_21+B_1_29-B_7_29-B_13_29,B_1_6-B_1_22+B_13_22+B_1_30-B_7_30-B_13_30,B_1_7-B_1_23+B_13_23+B_1_31-B_7_31-B_13_31],[-B_2_16+B_14_16+B_2_24-B_8_24-B_14_24,B_2_1-B_2_17+B_14_17+B_2_25-B_8_25-B_14_25,B_2_2-B_2_18+B_14_18+B_2_26-B_8_26-B_14_26,B_2_3-B_2_19+B_14_19+B_2_27-B_8_27-B_14_27,B_2_4-B_2_20+B_14_20+B_2_28-B_8_28-B_14_28,B_2_5-B_2_21+B_14_21+B_2_29-B_8_29-B_14_29,B_2_6-B_2_22+B_14_22+B_2_30-B_8_30-B_14_30,B_2_7-B_2_23+B_14_23+B_2_31-B_8_31-B_14_31],[-B_3_16+B_15_16+B_3_24-B_9_24-B_15_24,B_3_1-B_3_17+B_15_17+B_3_25-B_9_25-B_15_25,B_3_2-B_3_18+B_15_18+B_3_26-B_9_26-B_15_26,B_3_3-B_3_19+B_15_19+B_3_27-B_9_27-B_15_27,B_3_4-B_3_20+B_15_20+B_3_28-B_9_28-B_15_28,B_3_5-B_3_21+B_15_21+B_3_29-B_9_29-B_15_29,B_3_6-B_3_22+B_15_22+B_3_30-B_9_30-B_15_30,B_3_7-B_3_23+B_15_23+B_3_31-B_9_31-B_15_31],[-B_4_16+B_16_16+B_4_24-B_10_24-B_16_24,B_4_1-B_4_17+B_16_17+B_4_25-B_10_25-B_16_25,B_4_2-B_4_18+B_16_18+B_4_26-B_10_26-B_16_26,B_4_3-B_4_19+B_16_19+B_4_27-B_10_27-B_16_27,B_4_4-B_4_20+B_16_20+B_4_28-B_10_28-B_16_28,B_4_5-B_4_21+B_16_21+B_4_29-B_10_29-B_16_29,B_4_6-B_4_22+B_16_22+B_4_30-B_10_30-B_16_30,B_4_7-B_4_23+B_16_23+B_4_31-B_10_31-B_16_31],[-B_5_16+B_17_16+B_5_24-B_11_24-B_17_24,B_5_1-B_5_17+B_17_17+B_5_25-B_11_25-B_17_25,B_5_2-B_5_18+B_17_18+B_5_26-B_11_26-B_17_26,B_5_3-B_5_19+B_17_19+B_5_27-B_11_27-B_17_27,B_5_4-B_5_20+B_17_20+B_5_28-B_11_28-B_17_28,B_5_5-B_5_21+B_17_21+B_5_29-B_11_29-B_17_29,B_5_6-B_5_22+B_17_22+B_5_30-B_11_30-B_17_30,B_5_7-B_5_23+B_17_23+B_5_31-B_11_31-B_17_31],[-B_6_16+B_18_16+B_6_24-B_12_24-B_18_24,B_6_1-B_6_17+B_18_17+B_6_25-B_12_25-B_18_25,B_6_2-B_6_18+B_18_18+B_6_26-B_12_26-B_18_26,B_6_3-B_6_19+B_18_19+B_6_27-B_12_27-B_18_27,B_6_4-B_6_20+B_18_20+B_6_28-B_12_28-B_18_28,B_6_5-B_6_21+B_18_21+B_6_29-B_12_29-B_18_29,B_6_6-B_6_22+B_18_22+B_6_30-B_12_30-B_18_30,B_6_7-B_6_23+B_18_23+B_6_31-B_12_31-B_18_31]]),Matrix(8, 2, [[C_16_3,C_16_4],[C_17_3,C_17_4],[C_18_3,C_18_4],[C_19_3,C_19_4],[C_20_3,C_20_4],[C_21_3,C_21_4],[C_22_3,C_22_4],[C_23_3,C_23_4]])))+Trace(Mul(Matrix(2, 6, [[A_3_13,A_3_14,A_3_15,A_3_16,A_3_17,A_3_18],[A_4_13,A_4_14,A_4_15,A_4_16,A_4_17,A_4_18]]),Matrix(6, 7, [[B_13_1,B_13_2,B_13_3,B_13_4,B_13_5,B_13_6,B_13_7],[B_14_1,B_14_2,B_14_3,B_14_4,B_14_5,B_14_6,B_14_7],[B_15_1,B_15_2,B_15_3,B_15_4,B_15_5,B_15_6,B_15_7],[B_16_1,B_16_2,B_16_3,B_16_4,B_16_5,B_16_6,B_16_7],[B_17_1,B_17_2,B_17_3,B_17_4,B_17_5,B_17_6,B_17_7],[B_18_1,B_18_2,B_18_3,B_18_4,B_18_5,B_18_6,B_18_7]]),Matrix(7, 2, [[C_1_3+C_9_3,C_1_4+C_9_4],[C_2_3+C_10_3,C_2_4+C_10_4],[C_3_3+C_11_3,C_3_4+C_11_4],[C_4_3+C_12_3,C_4_4+C_12_4],[C_5_3+C_13_3,C_5_4+C_13_4],[C_6_3+C_14_3,C_6_4+C_14_4],[C_15_3+C_7_3,C_15_4+C_7_4]])))+Trace(Mul(Matrix(2, 6, [[-A_3_1-A_3_7,-A_3_2-A_3_8,-A_3_3-A_3_9,-A_3_4-A_3_10,-A_3_5-A_3_11,-A_3_6-A_3_12],[-A_4_1-A_4_7,-A_4_2-A_4_8,-A_4_3-A_4_9,-A_4_4-A_4_10,-A_4_5-A_4_11,-A_4_6-A_4_12]]),Matrix(6, 8, [[B_7_24,B_7_25,B_7_26,B_7_27,B_7_28,B_7_29,B_7_30,B_7_31],[B_8_24,B_8_25,B_8_26,B_8_27,B_8_28,B_8_29,B_8_30,B_8_31],[B_9_24,B_9_25,B_9_26,B_9_27,B_9_28,B_9_29,B_9_30,B_9_31],[B_10_24,B_10_25,B_10_26,B_10_27,B_10_28,B_10_29,B_10_30,B_10_31],[B_11_24,B_11_25,B_11_26,B_11_27,B_11_28,B_11_29,B_11_30,B_11_31],[B_12_24,B_12_25,B_12_26,B_12_27,B_12_28,B_12_29,B_12_30,B_12_31]]),Matrix(8, 2, [[-C_8_3-C_24_3,-C_8_4-C_24_4],[-C_9_3-C_25_3,-C_9_4-C_25_4],[-C_10_3-C_26_3,-C_10_4-C_26_4],[-C_11_3-C_27_3,-C_11_4-C_27_4],[-C_12_3-C_28_3,-C_12_4-C_28_4],[-C_13_3-C_29_3,-C_13_4-C_29_4],[-C_14_3-C_30_3,-C_14_4-C_30_4],[-C_15_3-C_31_3,-C_15_4-C_31_4]])))+Trace(Mul(Matrix(2, 6, [[A_1_1+A_1_7,A_1_2+A_1_8,A_1_3+A_1_9,A_1_4+A_1_10,A_1_5+A_1_11,A_1_6+A_1_12],[A_2_1+A_2_7,A_2_2+A_2_8,A_2_3+A_2_9,A_2_4+A_2_10,A_2_5+A_2_11,A_2_6+A_2_12]]),Matrix(6, 8, [[B_7_16,B_7_17,B_7_18,B_7_19,B_7_20,B_7_21,B_7_22,B_7_23],[B_8_16,B_8_17,B_8_18,B_8_19,B_8_20,B_8_21,B_8_22,B_8_23],[B_9_16,B_9_17,B_9_18,B_9_19,B_9_20,B_9_21,B_9_22,B_9_23],[B_10_16,B_10_17,B_10_18,B_10_19,B_10_20,B_10_21,B_10_22,B_10_23],[B_11_16,B_11_17,B_11_18,B_11_19,B_11_20,B_11_21,B_11_22,B_11_23],[B_12_16,B_12_17,B_12_18,B_12_19,B_12_20,B_12_21,B_12_22,B_12_23]]),Matrix(8, 2, [[C_16_1,C_16_2],[C_1_1+C_17_1,C_1_2+C_17_2],[C_2_1+C_18_1,C_2_2+C_18_2],[C_3_1+C_19_1,C_3_2+C_19_2],[C_4_1+C_20_1,C_4_2+C_20_2],[C_5_1+C_21_1,C_5_2+C_21_2],[C_6_1+C_22_1,C_6_2+C_22_2],[C_7_1+C_23_1,C_7_2+C_23_2]])))+Trace(Mul(Matrix(2, 6, [[-A_1_7+A_3_7+A_1_13-A_3_13,-A_1_8+A_3_8+A_1_14-A_3_14,-A_1_9+A_3_9+A_1_15-A_3_15,-A_1_10+A_3_10+A_1_16-A_3_16,-A_1_11+A_3_11+A_1_17-A_3_17,-A_1_12+A_3_12+A_1_18-A_3_18],[-A_2_7+A_4_7+A_2_13-A_4_13,-A_2_8+A_4_8+A_2_14-A_4_14,-A_2_9+A_4_9+A_2_15-A_4_15,-A_2_10+A_4_10+A_2_16-A_4_16,-A_2_11+A_4_11+A_2_17-A_4_17,-A_2_12+A_4_12+A_2_18-A_4_18]]),Matrix(6, 8, [[-B_1_8+B_13_8+B_7_24,-B_13_1-B_1_9+B_13_9+B_7_25,-B_13_2-B_1_10+B_13_10+B_7_26,-B_13_3-B_1_11+B_13_11+B_7_27,-B_13_4-B_1_12+B_13_12+B_7_28,-B_13_5-B_1_13+B_13_13+B_7_29,-B_13_6-B_1_14+B_13_14+B_7_30,-B_13_7-B_1_15+B_13_15+B_7_31],[-B_2_8+B_14_8+B_8_24,-B_14_1-B_2_9+B_14_9+B_8_25,-B_14_2-B_2_10+B_14_10+B_8_26,-B_14_3-B_2_11+B_14_11+B_8_27,-B_14_4-B_2_12+B_14_12+B_8_28,-B_14_5-B_2_13+B_14_13+B_8_29,-B_14_6-B_2_14+B_14_14+B_8_30,-B_14_7-B_2_15+B_14_15+B_8_31],[-B_3_8+B_15_8+B_9_24,-B_15_1-B_3_9+B_15_9+B_9_25,-B_15_2-B_3_10+B_15_10+B_9_26,-B_15_3-B_3_11+B_15_11+B_9_27,-B_15_4-B_3_12+B_15_12+B_9_28,-B_15_5-B_3_13+B_15_13+B_9_29,-B_15_6-B_3_14+B_15_14+B_9_30,-B_15_7-B_3_15+B_15_15+B_9_31],[-B_4_8+B_16_8+B_10_24,-B_16_1-B_4_9+B_16_9+B_10_25,-B_16_2-B_4_10+B_16_10+B_10_26,-B_16_3-B_4_11+B_16_11+B_10_27,-B_16_4-B_4_12+B_16_12+B_10_28,-B_16_5-B_4_13+B_16_13+B_10_29,-B_16_6-B_4_14+B_16_14+B_10_30,-B_16_7-B_4_15+B_16_15+B_10_31],[-B_5_8+B_17_8+B_11_24,-B_17_1-B_5_9+B_17_9+B_11_25,-B_17_2-B_5_10+B_17_10+B_11_26,-B_17_3-B_5_11+B_17_11+B_11_27,-B_17_4-B_5_12+B_17_12+B_11_28,-B_17_5-B_5_13+B_17_13+B_11_29,-B_17_6-B_5_14+B_17_14+B_11_30,-B_17_7-B_5_15+B_17_15+B_11_31],[-B_6_8+B_18_8+B_12_24,-B_18_1-B_6_9+B_18_9+B_12_25,-B_18_2-B_6_10+B_18_10+B_12_26,-B_18_3-B_6_11+B_18_11+B_12_27,-B_18_4-B_6_12+B_18_12+B_12_28,-B_18_5-B_6_13+B_18_13+B_12_29,-B_18_6-B_6_14+B_18_14+B_12_30,-B_18_7-B_6_15+B_18_15+B_12_31]]),Matrix(8, 2, [[-C_8_3,-C_8_4],[-C_9_3,-C_9_4],[-C_10_3,-C_10_4],[-C_11_3,-C_11_4],[-C_12_3,-C_12_4],[-C_13_3,-C_13_4],[-C_14_3,-C_14_4],[-C_15_3,-C_15_4]])))+Trace(Mul(Matrix(2, 6, [[A_1_13,A_1_14,A_1_15,A_1_16,A_1_17,A_1_18],[A_2_13,A_2_14,A_2_15,A_2_16,A_2_17,A_2_18]]),Matrix(6, 8, [[-B_1_8+B_7_8+B_13_8,-B_1_9+B_7_9+B_13_9,-B_1_10+B_7_10+B_13_10,-B_1_11+B_7_11+B_13_11,-B_1_12+B_7_12+B_13_12,-B_1_13+B_7_13+B_13_13,-B_1_14+B_7_14+B_13_14,-B_1_15+B_7_15+B_13_15],[-B_2_8+B_8_8+B_14_8,-B_2_9+B_8_9+B_14_9,-B_2_10+B_8_10+B_14_10,-B_2_11+B_8_11+B_14_11,-B_2_12+B_8_12+B_14_12,-B_2_13+B_8_13+B_14_13,-B_2_14+B_8_14+B_14_14,-B_2_15+B_8_15+B_14_15],[-B_3_8+B_9_8+B_15_8,-B_3_9+B_9_9+B_15_9,-B_3_10+B_9_10+B_15_10,-B_3_11+B_9_11+B_15_11,-B_3_12+B_9_12+B_15_12,-B_3_13+B_9_13+B_15_13,-B_3_14+B_9_14+B_15_14,-B_3_15+B_9_15+B_15_15],[-B_4_8+B_10_8+B_16_8,-B_4_9+B_10_9+B_16_9,-B_4_10+B_10_10+B_16_10,-B_4_11+B_10_11+B_16_11,-B_4_12+B_10_12+B_16_12,-B_4_13+B_10_13+B_16_13,-B_4_14+B_10_14+B_16_14,-B_4_15+B_10_15+B_16_15],[-B_5_8+B_11_8+B_17_8,-B_5_9+B_11_9+B_17_9,-B_5_10+B_11_10+B_17_10,-B_5_11+B_11_11+B_17_11,-B_5_12+B_11_12+B_17_12,-B_5_13+B_11_13+B_17_13,-B_5_14+B_11_14+B_17_14,-B_5_15+B_11_15+B_17_15],[-B_6_8+B_12_8+B_18_8,-B_6_9+B_12_9+B_18_9,-B_6_10+B_12_10+B_18_10,-B_6_11+B_12_11+B_18_11,-B_6_12+B_12_12+B_18_12,-B_6_13+B_12_13+B_18_13,-B_6_14+B_12_14+B_18_14,-B_6_15+B_12_15+B_18_15]]),Matrix(8, 2, [[C_8_1,C_8_2],[C_1_1+C_9_1,C_1_2+C_9_2],[C_2_1+C_10_1,C_2_2+C_10_2],[C_3_1+C_11_1,C_3_2+C_11_2],[C_4_1+C_12_1,C_4_2+C_12_2],[C_5_1+C_13_1,C_5_2+C_13_2],[C_6_1+C_14_1,C_6_2+C_14_2],[C_15_1+C_7_1,C_15_2+C_7_2]])))

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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