no_growth
{'phase': 18, 'scope': 'layer ×27', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'stream-64', 'before_cycles': 19194, 'after_cycles': 17162, 'saved_cycles': 2032, 'weighted_saved_cycles': 54864, 'before_max_bytes': 1280, 'after_max_bytes': 1024, 'before_total_bytes': 1080596, 'after_total_bytes': 1017404}
{'phase': 21, 'scope': 'layer ×27', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'stream-64', 'before_cycles': 5906, 'after_cycles': 5581, 'saved_cycles': 325, 'weighted_saved_cycles': 8775, 'before_max_bytes': 1336, 'after_max_bytes': 1228, 'before_total_bytes': 1402960, 'after_total_bytes': 1219192}
{'phase': 14, 'scope': 'layer ×27', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'stream-16384', 'before_cycles': 5871, 'after_cycles': 5863, 'saved_cycles': 8, 'weighted_saved_cycles': 216, 'before_max_bytes': 184, 'after_max_bytes': 144, 'before_total_bytes': 53660, 'after_total_bytes': 47432}
{'phase': 6, 'scope': 'once', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'stream-1024', 'before_cycles': 3082, 'after_cycles': 3032, 'saved_cycles': 50, 'weighted_saved_cycles': 50, 'before_max_bytes': 124, 'after_max_bytes': 108, 'before_total_bytes': 42168, 'after_total_bytes': 41504}
{'phase': 53, 'scope': 'once', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'combined', 'before_cycles': 5892, 'after_cycles': 5866, 'saved_cycles': 26, 'weighted_saved_cycles': 26, 'before_max_bytes': 236, 'after_max_bytes': 228, 'before_total_bytes': 41544, 'after_total_bytes': 35348}
{'phase': 60, 'scope': 'once', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'automatic', 'before_cycles': 688, 'after_cycles': 681, 'saved_cycles': 7, 'weighted_saved_cycles': 7, 'before_max_bytes': 80, 'after_max_bytes': 80, 'before_total_bytes': 26684, 'after_total_bytes': 26684}
{'phase': 55, 'scope': 'once', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'stream-1024', 'before_cycles': 8587, 'after_cycles': 8583, 'saved_cycles': 4, 'weighted_saved_cycles': 4, 'before_max_bytes': 528, 'after_max_bytes': 524, 'before_total_bytes': 186692, 'after_total_bytes': 182108}
{'phase': 74, 'scope': 'once', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'automatic', 'before_cycles': 2258, 'after_cycles': 2257, 'saved_cycles': 1, 'weighted_saved_cycles': 1, 'before_max_bytes': 164, 'after_max_bytes': 164, 'before_total_bytes': 29072, 'after_total_bytes': 29072}
{'phase': 0, 'scope': 'once', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'stream-1024', 'before_cycles': 8086, 'after_cycles': 8086, 'saved_cycles': 0, 'weighted_saved_cycles': 0, 'before_max_bytes': 1092, 'after_max_bytes': 1092, 'before_total_bytes': 1129888, 'after_total_bytes': 1129888}
{'phase': 1, 'scope': 'once', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'balanced-1024', 'before_cycles': 710, 'after_cycles': 710, 'saved_cycles': 0, 'weighted_saved_cycles': 0, 'before_max_bytes': 688, 'after_max_bytes': 680, 'before_total_bytes': 365140, 'after_total_bytes': 364964}
{'phase': 2, 'scope': 'once', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'automatic', 'before_cycles': 644, 'after_cycles': 644, 'saved_cycles': 0, 'weighted_saved_cycles': 0, 'before_max_bytes': 20, 'after_max_bytes': 20, 'before_total_bytes': 27488, 'after_total_bytes': 27488}
{'phase': 3, 'scope': 'once', 'comparison': 'no_growth', 'baseline': 'stream-256', 'candidate': 'stream-1024', 'before_cycles': 6258, 'after_cycles': 6258, 'saved_cycles': 0, 'weighted_saved_cycles': 0, 'before_max_bytes': 284, 'after_max_bytes': 284, 'before_total_bytes': 263324, 'after_total_bytes': 263324}
Weighted scheduled cycles saved: 63943
max_row_plus_256
{'phase': 38, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'stream-256', 'candidate': 'balanced-1024', 'before_cycles': 27456, 'after_cycles': 14529, 'saved_cycles': 12927, 'weighted_saved_cycles': 349029, 'before_max_bytes': 1596, 'after_max_bytes': 1788, 'before_total_bytes': 1414280, 'after_total_bytes': 1592196}
{'phase': 18, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'stream-256', 'candidate': 'balanced-256', 'before_cycles': 19194, 'after_cycles': 12307, 'saved_cycles': 6887, 'weighted_saved_cycles': 185949, 'before_max_bytes': 1280, 'after_max_bytes': 1288, 'before_total_bytes': 1080596, 'after_total_bytes': 1128420}
{'phase': 31, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'stream-256', 'candidate': 'automatic', 'before_cycles': 18402, 'after_cycles': 11968, 'saved_cycles': 6434, 'weighted_saved_cycles': 173718, 'before_max_bytes': 164, 'after_max_bytes': 196, 'before_total_bytes': 149388, 'after_total_bytes': 197136}
{'phase': 23, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'stream-256', 'candidate': 'remaining-combined', 'before_cycles': 7526, 'after_cycles': 4445, 'saved_cycles': 3081, 'weighted_saved_cycles': 83187, 'before_max_bytes': 348, 'after_max_bytes': 428, 'before_total_bytes': 323032, 'after_total_bytes': 432148}
{'phase': 17, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'stream-256', 'candidate': 'balanced-256', 'before_cycles': 9824, 'after_cycles': 7374, 'saved_cycles': 2450, 'weighted_saved_cycles': 66150, 'before_max_bytes': 1140, 'after_max_bytes': 1128, 'before_total_bytes': 708796, 'after_total_bytes': 800444}
{'phase': 12, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'stream-256', 'candidate': 'balanced-1024', 'before_cycles': 4487, 'after_cycles': 2258, 'saved_cycles': 2229, 'weighted_saved_cycles': 60183, 'before_max_bytes': 1056, 'after_max_bytes': 1240, 'before_total_bytes': 1433604, 'after_total_bytes': 1620148}
{'phase': 35, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'stream-256', 'candidate': 'remaining-directional', 'before_cycles': 11954, 'after_cycles': 10058, 'saved_cycles': 1896, 'weighted_saved_cycles': 51192, 'before_max_bytes': 2176, 'after_max_bytes': 2128, 'before_total_bytes': 898640, 'after_total_bytes': 1712832}
{'phase': 19, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'stream-256', 'candidate': 'balanced-1024', 'before_cycles': 5858, 'after_cycles': 4507, 'saved_cycles': 1351, 'weighted_saved_cycles': 36477, 'before_max_bytes': 664, 'after_max_bytes': 700, 'before_total_bytes': 646740, 'after_total_bytes': 577820}
{'phase': 15, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'stream-256', 'candidate': 'balanced-1024', 'before_cycles': 7344, 'after_cycles': 6339, 'saved_cycles': 1005, 'weighted_saved_cycles': 27135, 'before_max_bytes': 4320, 'after_max_bytes': 4472, 'before_total_bytes': 1285620, 'after_total_bytes': 1445468}
{'phase': 21, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'stream-256', 'candidate': 'remaining-directional', 'before_cycles': 5906, 'after_cycles': 4935, 'saved_cycles': 971, 'weighted_saved_cycles': 26217, 'before_max_bytes': 1336, 'after_max_bytes': 1544, 'before_total_bytes': 1402960, 'after_total_bytes': 1430744}
{'phase': 11, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'balanced-1024', 'candidate': 'remaining-combined', 'before_cycles': 9085, 'after_cycles': 8254, 'saved_cycles': 831, 'weighted_saved_cycles': 22437, 'before_max_bytes': 684, 'after_max_bytes': 880, 'before_total_bytes': 721496, 'after_total_bytes': 898856}
{'phase': 13, 'scope': 'layer ×27', 'comparison': 'max_row_plus_256', 'baseline': 'stream-256', 'candidate': 'balanced-1024', 'before_cycles': 5246, 'after_cycles': 4464, 'saved_cycles': 782, 'weighted_saved_cycles': 21114, 'before_max_bytes': 52, 'after_max_bytes': 56, 'before_total_bytes': 33660, 'after_total_bytes': 33984}
Weighted scheduled cycles saved: 1166453