|
{ |
|
"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
28.789103159098886, |
|
2.047049680026248, |
|
2.9245105870068073, |
|
2.923570840037428, |
|
2.9239669220987707, |
|
2.9242882559774444, |
|
2.924470051075332 |
|
], |
|
"throughput": [ |
|
87.53601410689785, |
|
87.5641515143593, |
|
87.55229002941245, |
|
87.54266939201995, |
|
87.53722743916234 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.9234371290076524, |
|
2.9266492690658197, |
|
2.9250142470700666, |
|
2.924588855006732, |
|
2.923514202935621 |
|
], |
|
"throughput": [ |
|
87.5681564894464, |
|
87.4720461744002, |
|
87.52094122496344, |
|
87.53367146350926, |
|
87.56584789050788 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
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|
26.917906417977065, |
|
2.2885711489943787, |
|
3.2730734719661996, |
|
3.2748494440456852, |
|
3.275369248003699, |
|
3.272694136016071, |
|
3.2762450840091333 |
|
], |
|
"throughput": [ |
|
78.21394850822452, |
|
78.17153257700377, |
|
78.15912668656493, |
|
78.22301423854871, |
|
78.13823246908422 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.2856900519691408, |
|
3.272908988990821, |
|
3.2744883589912206, |
|
3.272708744974807, |
|
3.2740413090214133 |
|
], |
|
"throughput": [ |
|
77.91361812918937, |
|
78.21787922032499, |
|
78.18015272433783, |
|
78.22266506088695, |
|
78.19082773775891 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
63.97109697700944, |
|
1.9409691650653258, |
|
2.4809098839759827, |
|
2.480244401958771, |
|
2.479986476013437, |
|
2.480030074948445, |
|
2.4800741859944537 |
|
], |
|
"throughput": [ |
|
103.18794795953109, |
|
103.21563463577388, |
|
103.22636936775496, |
|
103.22455464791965, |
|
103.22271867740513 |
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] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.4794313110178337, |
|
2.4800544269382954, |
|
2.4800765729742125, |
|
2.4797024220461026, |
|
2.480105674942024 |
|
], |
|
"throughput": [ |
|
103.24948259805157, |
|
103.22354107205622, |
|
103.22261932944836, |
|
103.23819411716511, |
|
103.2214080982595 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
56.04550247802399, |
|
1.9466036460362375, |
|
2.4915512930601835, |
|
2.49041563202627, |
|
2.490629924926907, |
|
2.4902199999196455, |
|
2.4908807741012424 |
|
], |
|
"throughput": [ |
|
102.74723250251638, |
|
102.79408654037054, |
|
102.78524217423144, |
|
102.802162061288, |
|
102.77489097902316 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.489647113950923, |
|
2.49034678703174, |
|
2.4905253530014306, |
|
2.490340947988443, |
|
2.4902783449506387 |
|
], |
|
"throughput": [ |
|
102.82581758896067, |
|
102.7969282563767, |
|
102.78955791053653, |
|
102.79716928189386, |
|
102.79975349706312 |
|
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|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
60.946335528977215, |
|
1.9502990029286593, |
|
2.485493521904573, |
|
2.485637560952455, |
|
2.4843104410683736, |
|
2.485368267982267, |
|
2.4850076149450615 |
|
], |
|
"throughput": [ |
|
102.99765328047746, |
|
102.99168471766458, |
|
103.04670292731517, |
|
103.00284400421361, |
|
103.01779296787372 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.484781437087804, |
|
2.4852530020289123, |
|
2.4865607590181753, |
|
2.484200448030606, |
|
2.484484927961603 |
|
], |
|
"throughput": [ |
|
103.0271701884715, |
|
103.00762127276643, |
|
102.95344647081225, |
|
103.05126553010187, |
|
103.0394658944602 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
53.248583941021934, |
|
1.9462694290559739, |
|
2.4972865419695154, |
|
2.494766468065791, |
|
2.4951686210697517, |
|
2.4952248269692063, |
|
2.4982265169965103 |
|
], |
|
"throughput": [ |
|
102.51126400501181, |
|
102.61481516483525, |
|
102.59827646046836, |
|
102.59596539480862, |
|
102.47269343204943 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.4947925430024043, |
|
2.5015466191107407, |
|
2.495164123014547, |
|
2.502849659998901, |
|
2.4947717370232567 |
|
], |
|
"throughput": [ |
|
102.61374266090762, |
|
102.33668964802418, |
|
102.5984614153205, |
|
102.28341082225145, |
|
102.61459844236384 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
60.16750030894764, |
|
1.9858453050255775, |
|
2.5112326169619337, |
|
2.5116763080004603, |
|
2.5124314470449463, |
|
2.5102548979921266, |
|
2.512359284097329 |
|
], |
|
"throughput": [ |
|
101.94196995963937, |
|
101.92396177188971, |
|
101.89332739848494, |
|
101.98167532897408, |
|
101.89625409885545 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5108423959463835, |
|
2.5097097639227286, |
|
2.5114940779749304, |
|
2.5104814069345593, |
|
2.510063655907288 |
|
], |
|
"throughput": [ |
|
101.95781320774967, |
|
102.00382676914269, |
|
101.93135721284204, |
|
101.9724740015464, |
|
101.98944532642388 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
52.33260781294666, |
|
1.9911222490482032, |
|
2.533857260015793, |
|
2.5327481559943408, |
|
2.5356018550228328, |
|
2.532667875988409, |
|
2.532760174944997 |
|
], |
|
"throughput": [ |
|
101.03173688576459, |
|
101.07597922601035, |
|
100.96222302917299, |
|
101.07918311242939, |
|
101.07549958043677 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.532802596921101, |
|
2.533022691961378, |
|
2.535625607939437, |
|
2.5328776370733976, |
|
2.53295944200363 |
|
], |
|
"throughput": [ |
|
101.07380666428406, |
|
101.06502433334828, |
|
100.96127724788087, |
|
101.07081220701765, |
|
101.06754800522903 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
29.971403606934473, |
|
2.0464305540081114, |
|
2.9260749840177596, |
|
2.9241758169373497, |
|
2.926708488026634, |
|
2.9245277770096436, |
|
2.9242988360347226 |
|
], |
|
"throughput": [ |
|
87.48921384389452, |
|
87.5460355417763, |
|
87.47027626677328, |
|
87.53549958132466, |
|
87.54235266431584 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.924286686000414, |
|
2.924424811033532, |
|
2.9245334749575704, |
|
2.924125727964565, |
|
2.923951381002553 |
|
], |
|
"throughput": [ |
|
87.542716391509, |
|
87.53858161582416, |
|
87.53532903353555, |
|
87.54753516641615, |
|
87.55275537865603 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
28.302456549019553, |
|
2.2910916180117056, |
|
3.2728313299594447, |
|
3.274883219972253, |
|
3.2717924210010096, |
|
3.2729982460150495, |
|
3.2761135608889163 |
|
], |
|
"throughput": [ |
|
78.21973520498297, |
|
78.17072634491346, |
|
78.24457271701743, |
|
78.21574616231031, |
|
78.14136941289021 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.272695508087054, |
|
3.2752957550110295, |
|
3.2739036680432037, |
|
3.2737226659664884, |
|
3.2729824100388214 |
|
], |
|
"throughput": [ |
|
78.22298144370795, |
|
78.16088046654521, |
|
78.19411502507951, |
|
78.19843832874649, |
|
78.21612460085404 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
31.855026899953373, |
|
4.938856384018436, |
|
5.8154783099889755, |
|
5.824640828999691, |
|
5.815422115963884, |
|
5.815528152976185, |
|
5.815574415028095 |
|
], |
|
"throughput": [ |
|
88.04090957068166, |
|
87.90241579375284, |
|
88.0417603039531, |
|
88.0401550008792, |
|
88.03945465420144 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.9231886010384187, |
|
2.924093376030214, |
|
2.923877550056204, |
|
2.92447143397294, |
|
2.9248518670210615 |
|
], |
|
"throughput": [ |
|
87.57560148840888, |
|
87.54850378531647, |
|
87.55496617670568, |
|
87.53718604534974, |
|
87.52580015641406 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
30.34661424695514, |
|
5.531375351012684, |
|
6.515470834914595, |
|
6.516983641078696, |
|
6.514617005945183, |
|
6.515086923027411, |
|
6.514770212001167 |
|
], |
|
"throughput": [ |
|
78.58219505125163, |
|
78.56395354020766, |
|
78.59249431436311, |
|
78.58682563241771, |
|
78.59064607632983 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.2739488939987496, |
|
3.2732729440322146, |
|
3.272814519936219, |
|
3.27392877091188, |
|
3.2736259140074253 |
|
], |
|
"throughput": [ |
|
78.19303486051844, |
|
78.20918217857012, |
|
78.22013696180649, |
|
78.19351547122905, |
|
78.20074948228167 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
70.01346030598506, |
|
4.454071355983615, |
|
5.013783399015665, |
|
5.013725546072237, |
|
5.015650394954719, |
|
5.012539315037429, |
|
5.015916426898912 |
|
], |
|
"throughput": [ |
|
102.11849201553437, |
|
102.11967035194056, |
|
102.08048003405993, |
|
102.14383724912028, |
|
102.07506593496889 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.4780771950026974, |
|
2.479193639010191, |
|
2.480705121997744, |
|
2.4795016989810392, |
|
2.4795340230921283 |
|
], |
|
"throughput": [ |
|
103.30590205835833, |
|
103.25938078084415, |
|
103.19646528316106, |
|
103.24655155719562, |
|
103.2452055974423 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
62.313696844968945, |
|
4.498574192984961, |
|
5.069531494984403, |
|
5.066510375938378, |
|
5.070067697088234, |
|
5.067224394995719, |
|
5.066324001993053 |
|
], |
|
"throughput": [ |
|
100.99552601784856, |
|
101.05574883090445, |
|
100.98484489547235, |
|
101.04150913577857, |
|
101.0594663504709 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.490517087979242, |
|
2.4910584460012615, |
|
2.491338843945414, |
|
2.4911526640644297, |
|
2.490745114046149 |
|
], |
|
"throughput": [ |
|
102.78989902764067, |
|
102.7675606772457, |
|
102.75599428080409, |
|
102.76367389797953, |
|
102.7804886804073 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
64.26618524396326, |
|
4.45389854896348, |
|
5.0222433739108965, |
|
5.021577017032541, |
|
5.021345520974137, |
|
5.020815141964704, |
|
5.021178366965614 |
|
], |
|
"throughput": [ |
|
101.94647329511989, |
|
101.96000146236173, |
|
101.9647020626998, |
|
101.97547320964468, |
|
101.96809644693235 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.4843495739623904, |
|
2.4848653780063614, |
|
2.486331418971531, |
|
2.484283143072389, |
|
2.4841743409633636 |
|
], |
|
"throughput": [ |
|
103.04507975972768, |
|
103.02368984085247, |
|
102.96294293135473, |
|
103.04783523322425, |
|
103.05234853231883 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
56.93282345600892, |
|
4.491051730932668, |
|
5.076769651961513, |
|
5.073939930996858, |
|
5.073689609998837, |
|
5.073185421992093, |
|
5.073760660015978 |
|
], |
|
"throughput": [ |
|
100.85153258867643, |
|
100.90777718359968, |
|
100.91275567803552, |
|
100.92278468287334, |
|
100.91134255402336 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.4978834639769047, |
|
2.495966319111176, |
|
2.4958434998989105, |
|
2.4959750780835748, |
|
2.4959584899479523 |
|
], |
|
"throughput": [ |
|
102.48676677350667, |
|
102.5654865772238, |
|
102.57053377359951, |
|
102.56512665044653, |
|
102.56580829809326 |
|
] |
|
} |
|
} |
|
} |