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NO", "lm_q1_score": 0.6113819732941511, "lm_q2_score": 0.3174262655876759, "lm_q1q2_score": 0.1940686966303866}} {"text": "\n# Copyright (c) 2018-2021, Carnegie Mellon University\n# See LICENSE for details\n\nSIMD_ISA_DB.hashAdd(TL(32, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(32, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(32, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 16,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 16,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 8, 8, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(32, 8, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_IxLxI_down( TL(32, 8, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 32,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(16, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_kmn_n( TL(16, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n origtree := IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 2, 4, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(32, 2, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(16, 2, 8, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(16, 4, 8, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_kmn_n( TL(32, 2, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(16, 2, 8, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(16, 4, 8, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 48,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 4, 2, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(32, 4, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_IxLxI_down( TL(32, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(32, 4, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_IxLxI_down( TL(32, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 24,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 2, 1, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(16, 2, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(16, 4, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(16, 2, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(16, 4, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 6,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 2, 8, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(16, 2, 8, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(16, 4, 8, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(16, 2, 8, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(16, 4, 8, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 48,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 32,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(128, 16, 1, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(128, 16, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(64, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n IxLxI_kmn_n( TL(16, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_n( TL(8, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_kmn_km( TL(128, 16, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(64, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n IxLxI_kmn_n( TL(16, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_n( TL(8, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 48,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(128, 16, 2, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(128, 16, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_n( TL(128, 16, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 48,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 4, 1, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(32, 4, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 8, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(32, 4, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 8, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 6,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(64, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(64, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 16, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(64, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 16, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 24,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(128, 64, 1, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(128, 64, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(16, 8, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_kmn_km( TL(128, 64, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(16, 8, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 16,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(128, 64, 2, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(128, 64, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_kmn_km( TL(128, 64, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 16,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 4, 8, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(32, 4, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 8, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(32, 4, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 8, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 48,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 2, 1, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(32, 2, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 4, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 8, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(32, 2, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 4, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 8, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 8,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(8, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(8, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_n( TL(8, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 2, 8, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(32, 2, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 4, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 8, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(32, 2, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 4, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(32, 8, 8, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 64,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(64, 8, 4, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(64, 8, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_n( TL(64, 16, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(64, 8, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_n( TL(64, 16, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 48,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n origtree := SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n measured := 2,\n globalUnrolling := 8 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 32,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n origtree := SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n measured := 2,\n globalUnrolling := 8 ) ]);\nSIMD_ISA_DB.hashAdd(TL(8, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(8, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_n( TL(8, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n origtree := SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n measured := 16,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 8, 1, 16).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(16, 8, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_kmn_km( TL(16, 8, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 16,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ),\n origtree := IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(256, 128, 1, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(256, 128, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(16, 8, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_kmn_km( TL(256, 128, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(16, 8, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 16,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(16, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_n( TL(8, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_n( TL(16, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_n( TL(8, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(128, 32, 1, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(128, 32, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(16, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_kmn_km( TL(128, 32, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(16, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 32,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(128, 32, 2, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(128, 32, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_kmn_n( TL(128, 32, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 32,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(256, 64, 1, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(256, 64, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(128, 64, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(16, 8, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n IxLxI_kmn_km( TL(128, 64, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_kmn_n( TL(256, 64, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(128, 64, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(16, 8, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n IxLxI_kmn_km( TL(128, 64, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 32,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n origtree := SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n measured := 8,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 4, 8, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(16, 4, 8, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_IxLxI_down( TL(16, 4, 8, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 32,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(256, 32, 1, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(256, 32, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(128, 32, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(16, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_kmn_n( TL(256, 32, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(128, 32, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(16, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 48,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(64, 16, 4, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(64, 16, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_n( TL(64, 16, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 32,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(256, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(256, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(128, 16, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(64, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n IxLxI_kmn_n( TL(16, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_n( TL(8, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_n( TL(256, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(128, 16, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(64, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n IxLxI_kmn_n( TL(16, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_n( TL(8, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 64,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(64, 4, 2, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(64, 4, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_IxLxI_down( TL(32, 4, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ) ),\n origtree := IxLxI_kmn_n( TL(64, 4, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_IxLxI_down( TL(32, 4, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ) ),\n measured := 48,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(8, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(8, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_km( TL(8, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n origtree := SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n measured := 16,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 16,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n origtree := IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n origtree := IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 4, 4, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(16, 4, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_IxLxI_down( TL(16, 4, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 16,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(64, 16, 1, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(64, 16, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_kmn_km( TL(64, 16, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 16,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(64, 4, 4, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(64, 4, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_IxLxI_down( TL(64, 8, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_n( TL(64, 16, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(64, 4, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_IxLxI_down( TL(64, 8, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_n( TL(64, 16, 4, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 64,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(64, 32, 1, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(64, 32, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_kmn_km( TL(64, 32, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 8,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(64, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(64, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(64, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 48,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n origtree := IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n measured := 0,\n globalUnrolling := 64 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 2, 4, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(16, 2, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(16, 4, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(16, 2, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_IxLxI_down( TL(16, 4, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 24,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_kmn_km( TL(32, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 8,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 4, 4, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(32, 4, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(32, 4, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ),\n measured := 48,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(16, 4, 1, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(16, 4, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_IxLxI_down( TL(16, 4, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(16, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 4,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(32, 8, 1, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(32, 8, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n origtree := IxLxI_IxLxI_down( TL(32, 8, 1, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n SIMD_ISA_Bases1( TL(32, 16, 1, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n measured := 4,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(128, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_kmn_n( TL(128, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(16, 8, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_IxLxI_down( TL(64, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ) ),\n origtree := IxLxI_kmn_n( TL(128, 8, 1, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(16, 8, 1, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 1, 32).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 1, 64).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_IxLxI_down( TL(64, 8, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 32, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ) ) ),\n measured := 48,\n globalUnrolling := 10000 ) ]);\nSIMD_ISA_DB.hashAdd(TL(128, 8, 2, 1).withTags([ AVecReg(LRB_16x32f) ]), [ rec(\n ruletree := IxLxI_IxLxI_down( TL(128, 8, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(128, 64, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(128, 16, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n origtree := IxLxI_IxLxI_down( TL(128, 8, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(128, 64, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_kmn_km( TL(8, 4, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(128, 16, 2, 1).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(64, 16, 2, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_IxLxI_down( TL(32, 8, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ),\n IxLxI_kmn_km( TL(32, 16, 4, 2).withTags([ AVecReg(LRB_16x32f) ]),\n SIMD_ISA_Bases1( TL(16, 8, 8, 2).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n IxLxI_kmn_n( TL(8, 2, 2, 16).withTags([ AVecReg(LRB_16x32f) ]),\n IxLxI_vtensor( TL(4, 2, 2, 32).withTags([ AVecReg(LRB_16x32f) ]) ),\n IxLxI_vtensor( TL(4, 2, 4, 16).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n SIMD_ISA_Bases1( TL(32, 16, 8, 1).withTags([ AVecReg(LRB_16x32f) ]) ) ) ),\n measured := 64,\n globalUnrolling := 10000 ) ]);\n", "meta": {"hexsha": "55d8de791cc2d0917d39fcbc2cfeeba9d6eaeec8", "size": 80360, "ext": "gi", "lang": "GAP", "max_stars_repo_path": "namespaces/spiral/platforms/_beta_generated1.gi", "max_stars_repo_name": 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"max_forks_count": 21, "max_forks_repo_forks_event_min_datetime": "2019-08-20T19:27:52.000Z", "max_forks_repo_forks_event_max_datetime": "2022-02-01T22:11:18.000Z", "avg_line_length": 75.6685499058, "max_line_length": 91, "alphanum_fraction": 0.5732702837, "num_tokens": 37464, "lm_name": "Qwen/Qwen-72B", "lm_label": "1. YES\n2. NO", "lm_q1_score": 0.5467381372136563, "lm_q2_score": 0.3380771241500058, "lm_q1q2_score": 0.18483965709232417}} {"text": "\n# Copyright (c) 2018-2021, Carnegie Mellon University\n# See LICENSE for details\n\n\nImportAll(paradigms.common);\nImportAll(paradigms.vector);\nImport(formgen);\n\nbuildBench := function(sizes, isa, optrec, filter, name)\n local opts, goodsizes, dpbench, exp;\n\n opts := SIMDGlobals.getOpts(isa, optrec);\n goodsizes := Filtered(sizes, i->let(rt := RandomRuleTreeDP(TRC(DFT(i)).withTags(opts.tags), opts), IsRuleTree(rt) and rt.children[1].children[1].rule in filter));\n dpbench := doSimdDft(goodsizes, isa, optrec);\n exp := Filtered(RecFields(dpbench.exp), i-> not i in SystemRecFields)[1];\n\n dpbench.exp.(exp).name := Concat(exp, \"_\", name);\n\n dpbench.fileTransform := (exp, t, opts) -> Concat(isa.name, \"_\", name, \"_\", \"dft_ic_\", StringInt(Rows(t)/2), \".c\");\n dpbench.funcTransform := (exp, t, opts) -> Concat(\"dft\", StringInt(Rows(t)/2));\n dpbench.txtFileName := (exp, runMethod) -> Concat(isa.name, \"_\", name, \"_dft_ic_\", SubString(runMethod, 5), \".txt\");\n dpbench.exp.(exp).hashFile := Concat(isa.name, \"_\", name, \"_dft_ic_\", \"DP\", \".hash\");\n dpbench.exp.(exp).outputVecStatistics := true;\n\n return dpbench;\nend;\n\n\nbuildExperiments := function(isas, sizes, setups)\n local benches, isa, vect, vmode, exp, b;\n\n benches := [];\n for isa in isas do\n for vect in SIMDGlobals.experiments.vects do\n for vmode in SIMDGlobals.experiments.vmodes do\n for exp in setups do\n b := buildBench(sizes, isa, ApplyFunc(CopyFields, [vmode, vect]::exp[1]), exp[2], Concat(vect.name, \"_\", vmode.name, \"_\", exp[3]));\n Add(benches, b);\n PrintLine(isa, \", \", vect.name, \", \", vmode.name, \", \", exp[3], \"\", \": \", List(b.exp.(Filtered(RecFields(b.exp), i-> not i in SystemRecFields)[1]).benchTransforms, i->Rows(i)/2));\n od;\n od;\n od;\n od;\n\n return benches;\nend;\n\n# preset for unrolled DFT code\nClass(unrollDFT, rec(\n # scalar algorithms\n PD := true,\n PFA := true,\n PFA_maxSize := 10000,\n RealRader := true,\n Rader := true,\n Rader_maxSize := 10000,\n PRDFT:=true,\n URDFT:= true,\n URDFT_maxRadix := 10000,\n CT := true,\n minCost := true,\n Mincost_maxSize := 10000,\n splitRadix := false,\n SplitRadix_maxSize := 10000,\n # basic vector configuration\n stdTTensor := false,\n pushTag := true,\n flipIxA := true,\n useConj := false,\n interleavedComplex := true,\n # standard codegen\n verify := true,\n globalUnrolling := 10000,\n includeMath := true,\n));\n\n# preset for looped DFT code\nClass(loopDFT, rec(\n # scalar algorithms\n PD := true,\n PFA := true,\n RealRader := true,\n Rader := true,\n PRDFT:=false,\n URDFT:= true,\n CT := true,\n minCost := true,\n splitRadix := false,\n # basic vector configuration\n stdTTensor := false,\n pushTag := true,\n flipIxA := true,\n useConj := false,\n interleavedComplex := true,\n # standard codegen\n verify := true,\n includeMath := true,\n));\n\nClass(baseUnroll, rec(\n PFA_maxSize := 16,\n Rader_maxSize := 16,\n Mincost_maxSize := 16,\n URDFT_maxRadix := 16,\n globalUnrolling := 32,\n));\n\n\n# vectorization methods: real/complex\nClass(cxVect, rec(realVect := false, cplxVect := true));\nClass(realVect, rec(realVect := true, cplxVect := false));\n\n# vectorization: split L vs. SVCT\nClass(vecmem, rec(svct := true, splitL := false));\nClass(stride, rec(svct := false, splitL := true));\n\n# zero padding\nClass(noPadd, rec(oddSizes := false));\nClass(padd, rec(oddSizes := true));\n\n# top-level algorithms\nClass(F2, rec(tsplVBase := true, tsplCxVBase := true));\nClass(CT, rec(tsplCT := true, tsplPFA := false, tsplRader := false, tsplBluestein := false, tsplVBase := false, tsplCxVBase := false));\nClass(PFA, rec(tsplCT := false, tsplPFA := true, tsplRader := false, tsplBluestein := false, tsplVBase := false, tsplCxVBase := false));\nClass(Rader_CT, rec(tsplCT := true, tsplPFA := false, tsplRader := true, raderAvoidSizes := [ ], tsplBluestein := false, tsplVBase := false, tsplCxVBase := false));\nClass(Rader_PFA, rec(tsplCT := false, tsplPFA := true, tsplRader := true, raderAvoidSizes := [ ], tsplBluestein := false, tsplVBase := false, tsplCxVBase := false));\nClass(Bluestein_CT, rec(tsplCT := true, tsplPFA := false, tsplRader := false, tsplBluestein := true,\n bluesteinMinPrime := 997, bluesteinExtraSizes := [ 2..100 ], tsplVBase := false, tsplCxVBase := false));\n\n# all algorithms turned on -- unrolled code only\nClass(Small_DFT_RuleSet, rec( tsplCT := true, tsplPFA := true, tsplRader := true, raderAvoidSizes := [ 47, 59, 107 ], tsplBluestein := true, bluesteinMinPrime := 997,\n bluesteinExtraSizes := [ 23, 46, 47, 49, 59, 67, 79, 83, 94, 103, 106, 107, 115 ], tsplVBase := true, tsplCxVBase := true));\n\nSIMDGlobals.experiments := rec(\n vects := [realVect, cxVect],\n vmodes := [vecmem],\n experiments := [\n [[unrollDFT, noPadd, CT], [DFT_tSPL_CT], \"SVCT\"], # original SVCT\n [[unrollDFT, padd, CT], [DFT_tSPL_CT], \"paddSVCT\"], # zeropadded SVCT [ICASSP:07]\n [[unrollDFT, padd, PFA], [DFT_tSPL_GoodThomas], \"PFA\"], # PFA\n [[unrollDFT, padd, F2], [DFT_tSPL_VBase, DFT_tSPL_CxVBase], \"baseF2\"], # Base case\n [[unrollDFT, noPadd, Rader_CT], [DFT_tSPL_Rader],\"Rader+SVCT\"], # Rader + SVCT == best Rader sizes\n [[unrollDFT, padd, Rader_CT], [DFT_tSPL_Rader], \"Rader+paddSVCT\"], # Rader with CT\n [[unrollDFT, padd, Rader_PFA], [DFT_tSPL_Rader], \"Rader+PFA\"], # Rader with PFA\n [[unrollDFT, noPadd, Bluestein_CT], [DFT_tSPL_Bluestein], \"Bluestein\"], # Bluestein for all sizes\n ],\n benches := rec(\n unrolled := [[[unrollDFT, padd, Small_DFT_RuleSet], [DFT_tSPL_CT, DFT_tSPL_GoodThomas,\n DFT_tSPL_VBase, DFT_tSPL_CxVBase, DFT_tSPL_Rader, DFT_tSPL_Bluestein], \"smallDFT\"]],\n looped := [[[loopDFT, baseUnroll, noPadd, CT], [DFT_tSPL_CT], \"loopSVCT\"]]\n )\n);\n", "meta": {"hexsha": "4f4f1d3d9c6a3416562fc61de8e92da290465d24", "size": 5954, "ext": "gi", "lang": "GAP", "max_stars_repo_path": "namespaces/spiral/paradigms/vector/experiments.gi", "max_stars_repo_name": "sr7cb/spiral-software", "max_stars_repo_head_hexsha": "349d9e0abe75bf4b9a4690f2dbee631700f8361a", "max_stars_repo_licenses": ["BSD-2-Clause-FreeBSD"], "max_stars_count": 42, "max_stars_repo_stars_event_min_datetime": "2019-09-01T19:29:39.000Z", "max_stars_repo_stars_event_max_datetime": "2022-01-17T12:26:12.000Z", "max_issues_repo_path": "namespaces/spiral/paradigms/vector/experiments.gi", "max_issues_repo_name": "sr7cb/spiral-software", "max_issues_repo_head_hexsha": "349d9e0abe75bf4b9a4690f2dbee631700f8361a", "max_issues_repo_licenses": ["BSD-2-Clause-FreeBSD"], "max_issues_count": 12, "max_issues_repo_issues_event_min_datetime": "2020-11-20T16:15:52.000Z", "max_issues_repo_issues_event_max_datetime": "2022-01-07T21:17:28.000Z", "max_forks_repo_path": "namespaces/spiral/paradigms/vector/experiments.gi", "max_forks_repo_name": "sr7cb/spiral-software", "max_forks_repo_head_hexsha": "349d9e0abe75bf4b9a4690f2dbee631700f8361a", "max_forks_repo_licenses": ["BSD-2-Clause-FreeBSD"], "max_forks_count": 21, "max_forks_repo_forks_event_min_datetime": "2019-08-20T19:27:52.000Z", "max_forks_repo_forks_event_max_datetime": "2022-02-01T22:11:18.000Z", "avg_line_length": 38.6623376623, "max_line_length": 199, "alphanum_fraction": 0.6340275445, "num_tokens": 1939, "lm_name": "Qwen/Qwen-72B", "lm_label": "1. YES\n2. NO\n\n", "lm_q1_score": 0.5039061705290805, "lm_q2_score": 0.359364152021239, "lm_q1q2_score": 0.18108581367045287}} {"text": "\n# Copyright 2018-2019, Carnegie Mellon University\n# See LICENSE for details\n\nClass(implies, AutoFoldExp, rec( computeType := self >> TBool ));\n\nClass(RulesTest, RuleSet, rec(inType := \"iCode\", outType := \"iCode\"));\nRewriteRules(RulesTest, rec(\n float_reduction := ARule(DirectSum, [@(1), @(2, OLCompose, e->ObjId(e.child(1))=Reduction)],\n e->[DirectSum(@(2).val, @(1).val)]),\n ));\n\nClass(RulesEagarEval, RuleSet, rec(inType := \"iCode\", outType := \"iCode\"));\nRewriteRules(RulesEagarEval, rec(\n\t\teagar_eval_eq := Rule([@(1, eq), @(2), @(3).cond( e->e=@(2).val)],\n e->let(V(true))),\n\t\t\t\t\t\n\t\teagar_eval_ands_1 := Rule([@(1, logic_and), \n\t\t\t\t\t\t\t\t\t\t@(2, Value).cond(e->IsBool(e.v)), \t\t\n\t\t\t\t\t\t\t\t\t\t@(3,Value).cond(e->IsBool(e.v))],\n e->logic_and(@(2).val, @(3).val)),\n\t\t\n\t\teagar_eval_ands_2 := Rule([@(1, logic_and), \n\t\t\t\t\t\t\t\t\t\t@(2, Value).cond(e->IsBool(e.v)), \t\t\n\t\t\t\t\t\t\t\t\t\t@(3)],\n e->Cond(@(2).val.v, @(3).val, V(false))),\n\t\t\n\t\teagar_eval_ands_3 := Rule([@(1, logic_and), \n\t\t\t\t\t\t\t\t\t\t@(2), \t\t\n\t\t\t\t\t\t\t\t\t\t@(3, Value).cond(e->IsBool(e.v))],\n e->Cond(@(3).val.v, @(2).val, V(false))),\n\t\t\n));\n\n\nupdate_params := function(cx, d)\n cx.opts.params := cx.opts.params::[d];\nend;\n\t\nClass(RulesTranslate, RuleSet, rec(inType := \"iCode\", outType := \"SigmaSPL\"));\nRewriteRules(RulesTranslate, rec(\n abs_inclusion := ARule(logic_and, [@(1,implies), @(2,implies, e->let(\n e.args[1].args[1]=@(1).val.args[1].args[1] and #anthesdent must be the same \n e.args[1].args[2]=@(1).val.args[1].args[2] and #anthesdent must be the same \n ((ObjId(e.args[1])=leq and ObjId(@(1).val.args[1])=geq) or \n (ObjId(e.args[1])=geq and ObjId(@(1).val.args[1])=leq)) and \n e.args[2].args[2]=@(1).val.args[2].args[2]))],\n e->[let(x := var.fresh_t(\"x\", T_Real(32)), \n i := Ind(1), \n PointWise(1, Lambda([x, i], ObjId(@(1).val.args[2])(abs(@(2).val.args[1].args[1]), @(1).val.args[2].args[2]))))]),\n\n ands_translate := ARule(logic_and, [@(1), @(2)], \n e-> [let(i := Ind(1), x := var.fresh_t(\"x\", T_Real(32)), \n lhs := ObjId(@(1).val), rhs:= ObjId(@(2).val),\n OLCompose(\n Reduction(2, (a, b)->logic_and(a, b), V(true), False),\n DirectSum(\n Cond(lhs<>PointWise, PointWise(1, Lambda([x, i], @(1).val)), @(1).val), \n Cond(rhs<>PointWise, PointWise(1, Lambda([x, i], @(2).val)), @(2).val) )) )]),\n ors_translate := ARule(logic_or, [@(1), @(2)], \n e-> [let(i := Ind(1), x := var.fresh_t(\"x\", T_Real(32)), \n lhs := ObjId(@(1).val), rhs:= ObjId(@(2).val),\n OLCompose(\n Reduction(2, (a, b)->logic_or(a, b), V(false), False),\n DirectSum(\n Cond(lhs<>PointWise, PointWise(1, Lambda([x, i], @(1).val)), @(1).val), \n Cond(rhs<>PointWise, PointWise(1, Lambda([x, i], @(2).val)), @(2).val) )) )]),\n\t\n\t\t\n undo_nesting := Rule(@(1,PointWise, e->IsLambda(e.op) and IsSPL(e.op.expr)), \n e->Cond(\n\t\t\t\t\t\tObjId(e.op.expr).name=\"OLCompose\", OLCompose(e.op.expr.children()),\n\t\t\t\t\t\tObjId(e.op.expr).name=\"PointWise\", PointWise(e.op.expr.N, Lambda( e.op.expr.op.vars, e.op.expr.op.expr)), \nError(\"Not Implemented\")\t\t\t\t\t\t)),\n\t\t\t\t\t\t\t\n\t\tswap_ds_child := Rule([@(1, DirectSum), @(2).cond(e->ObjId(e)<>OLCompose), [@(3, OLCompose), @(4, Reduction), @(5)]],\n\t\t\te->DirectSum(@(3).val, @(2).val)),\n\t\t\t\n\t\tswap_ds_child_1 := ARule(DirectSum, [@(1, PointWise), @(2, OLCompose)], \n\t\t\te->[DirectSum(@(2).val, @(1).val)]),\n\t\t\t\n\t\tmax_intro := Rule([@(1, OLCompose), @(2, Reduction).cond(e->e.idval=false and e.N=2), \n\t\t\t\t\t\t[@(3, DirectSum), @(4, PointWise), \n\t\t\t\t\t\t\t@(5, PointWise).cond(e->ObjId(e.op.expr)=ObjId(@(4).val.op.expr) and\n\t\t\t\t\t\t\t\tObjId(e.op.expr) = gt and\n\t\t\t\t\t\t\t\te.op.expr.args[2] = @(4).val.op.expr.args[2])]],\n\t\t\te-> PointWise(1, Lambda(@(4).val.op.vars, gt(max(@(4).val.op.expr.args[1], @(5).val.op.expr.args[1]), @(4).val.op.expr.args[2]))) ),\n\n\t\t\n\t\treduce_reduction := Rule([@(1, OLCompose), @(2, Reduction), [@(3, DirectSum), [@(4, OLCompose), @(5, Reduction).cond(e->e.idval=@(2).val.idval), @(6)], @(7)]],\n\t\t\te-> OLCompose(\n\t\t\t\t\tReduction(@(2).val.N + @(5).val.N-1, @(2).val.op, @(2).val.idval, @(2).val.isSaturated), \n\t\t\t\t\tDirectSum(@(6).val, @(7).val) )),\n\n\t\t\n\t\tintro_polynomial := Rule([@(1, PointWise), @(2), @(3, Lambda).cond(e->ObjId(e.expr)=gt and \n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t ObjId(e.expr.args[1]) = max and #check max of all abs values\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t Length(Filtered(List(e.expr.args[1].args, i->ObjId(i)=abs), x->x=false))=0 and \n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t Length(Collect(e.expr.args[2], pow))<>0 #has degree higher than 1\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t #Length(Filtered(List(Collect(e.expr.args[2], pow), i->IsInt(i.args[2])), x->x=false))=0 # and exponents are numeric\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t \n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t \t\t\t\t #still need to check for sub within the abs operator to be sure that it is TDistance\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t )],\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t(e, cx)->let(d := var.fresh_t(\"d\", TPtr(T_Real(64))), \n\t\t\t\t update_params(cx,d),\n\t\t\t\t degree := ApplyFunc(max, List(Collect(@(3).val.expr.args[2], pow), i->i.args[2])),\t\t\t\t \n\t\t\t\t TLess(TEvalPolynomial(degree.v, d), TDistance(TInfinityNorm(2)))))\n ));\n\t\n\n\t\nTInt_Base.check := v->Cond(IsExp(v), Int(v.ev()),\n\t\t\t\t\t\t IsInt(v), v, \n\t\t\t\t\t\t IsBool(v), When(v, true, false),\n\t\t\t\t\t\t IsDouble(v) and IsInt(IntDouble(v)), IntDouble(v),\n\t\t\t\t\t\t\tIsValue(v) and IsInt(v.v), v.v,\n\t\t\t\t\t\t\tError(\" must be an integer or an expression\"));\n\nTReal.check := (self, v) >> Cond(\n\t\t\t\t\t\t\tIsExp(v), \t\tReComplex(Complex(code.EvalScalar(v))),\n\t\t\t\t\t\t\tIsInt(v), \t\tDouble(v),\n\t\t\t\t\t\t\tIsRat(v), \t\tv, \n\t\t\t\t\t\t\tIsDouble(v), When(AbsFloat(v) < self.cutoff, 0.0, v),\n\t\t\t\t\t\t\tIsCyc(v), ReComplex(Complex(v)),\n\t\t\t\t\t\t\tIsComplex(v),\tReComplex(v), \t\t\t\t\t\t\t\n\t\t\t\t\t\t\tIsBool(v), \t\tWhen(v, true, false),\n\t\t\t\t\t\t\tError(\" must be a double or an expression\"));\n\n", "meta": {"hexsha": "6b34810e7d698912c767c7931a52fb9af2349592", "size": 6456, "ext": "gi", "lang": "GAP", "max_stars_repo_path": "translate.gi", "max_stars_repo_name": "spiral-software/spiral-package-hcol", "max_stars_repo_head_hexsha": "b4a0118382e3bba91ecd82a6c667f2cdb6389ceb", "max_stars_repo_licenses": ["BSD-2-Clause-FreeBSD"], "max_stars_count": null, "max_stars_repo_stars_event_min_datetime": null, "max_stars_repo_stars_event_max_datetime": null, "max_issues_repo_path": "translate.gi", "max_issues_repo_name": "spiral-software/spiral-package-hcol", "max_issues_repo_head_hexsha": "b4a0118382e3bba91ecd82a6c667f2cdb6389ceb", "max_issues_repo_licenses": ["BSD-2-Clause-FreeBSD"], "max_issues_count": null, "max_issues_repo_issues_event_min_datetime": null, "max_issues_repo_issues_event_max_datetime": null, "max_forks_repo_path": "translate.gi", "max_forks_repo_name": "spiral-software/spiral-package-hcol", "max_forks_repo_head_hexsha": "b4a0118382e3bba91ecd82a6c667f2cdb6389ceb", "max_forks_repo_licenses": ["BSD-2-Clause-FreeBSD"], "max_forks_count": 1, "max_forks_repo_forks_event_min_datetime": "2019-11-26T05:21:02.000Z", "max_forks_repo_forks_event_max_datetime": "2019-11-26T05:21:02.000Z", "avg_line_length": 50.0465116279, "max_line_length": 161, "alphanum_fraction": 0.4860594796, "num_tokens": 1974, "lm_name": "Qwen/Qwen-72B", "lm_label": "1. YES\n2. NO\n\n", "lm_q1_score": 0.5078118642792044, "lm_q2_score": 0.32423539898095244, "lm_q1q2_score": 0.16465058242182912}}