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81.44872151185304, 81.44502627635602 ] }, "decode_2048_steps": { "time": [ 25.128822366998065, 25.138557661994128, 25.154336148989387, 25.15498657702119, 25.153105950012105 ], "throughput": [ 81.50003888322514, 81.46847673350331, 81.41737423995907, 81.41526904533616, 81.42135623608799 ] }, "decode_4096_steps": { "time": [ 57.0349632469879, 57.01466804201482, 56.999525546008954, 56.99911864800379, 56.99067245100741 ], "throughput": [ 71.8155981316656, 71.8411619441791, 71.86024726984412, 71.8607602565702, 71.87141024737278 ] }, "decode_8192_steps": { "time": [ 142.06904048699653, 141.9537516600103, 141.97863257699646, 142.03865522000706, 141.95894455900998 ], "throughput": [ 57.66210549405243, 57.70893621480638, 57.69882306450159, 57.674440716938754, 57.70682520533055 ] }, "decode_16384_steps": { "time": [ 397.5943189779937, 397.60165897299885, 397.61193965299753, 397.5947272539779, 397.5996657330252 ], "throughput": [ 41.20783225000464, 41.20707152560608, 41.2060060729026, 41.20778993513697, 41.20727810420571 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=1, attn_backend=math)": { "compile_256_steps": { "time": [ 117.05774623798789, 135.2686959040002, 2.9233975920069497, 2.3649351339845452, 2.3620730389957316, 2.361974367988296, 2.3626876669877674 ], "throughput": [ 87.56934079030034, 108.24821210579256, 108.37937513940804, 108.38390266615652, 108.35118140112822 ] }, "decode_256_steps": { "time": [ 2.361581117991591, 2.362092252005823, 2.362152215995593, 2.3627372800256126, 2.362102914979914 ], "throughput": [ 108.40195073109132, 108.37849359296274, 108.37574237022734, 108.34890623016068, 108.37800435218415 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=1, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 143.37585168000078, 131.42266112400102, 2.900051673001144, 2.3628506009990815, 2.363143130991375, 2.3622132599994075, 2.3622419369930867 ], "throughput": [ 88.27428917329468, 108.34370987812594, 108.3302981705573, 108.37294173857283, 108.3716261196616 ] }, "decode_256_steps": { "time": [ 2.3621646160027012, 2.3620402649976313, 2.3618233499873895, 2.3626496659999248, 2.3619285199965816 ], "throughput": [ 108.37517345984462, 108.38087893487146, 108.39083287129279, 108.35292412751987, 108.38600653349599 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=2, attn_backend=math)": { "compile_256_steps": { "time": [ 162.12258750700857, 3.351832790998742, 2.3645713000150863, 2.3670251530129462, 2.3647986430150922, 2.3647002990182955, 2.3645599499868695 ], "throughput": [ 108.26486813840914, 108.15263186964529, 108.25445995418994, 108.25896207916001, 108.26538781620724 ] }, "decode_256_steps": { "time": [ 2.36447970799054, 2.36476334699546, 2.3650044859969057, 2.3648687649983913, 2.364525771001354 ], "throughput": [ 108.26906195678978, 108.2560757402045, 108.24503780680564, 108.25125004354064, 108.26695278165079 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=2, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 167.91492944399943, 3.3551136830064934, 2.3600818010163493, 2.3596343489771243, 2.359987962990999, 2.3596424080024008, 2.35970385800465 ], "throughput": [ 108.47081651566305, 108.49138558733611, 108.47512954072485, 108.49101505033619, 108.48818979194783 ] }, "decode_256_steps": { "time": [ 2.359655405016383, 2.360095455980627, 2.360698463016888, 2.360091353999451, 2.360066385997925 ], "throughput": [ 108.49041748035349, 108.47018892870636, 108.44248175298135, 108.47037745643958, 108.47152500405346 ] } } }