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{ |
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"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
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|
96.79025679710321, |
|
2.7306869910098612, |
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3.9055738048627973, |
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3.9051084599923342, |
|
3.905890380963683, |
|
3.9057352780364454, |
|
3.9058009521104395 |
|
], |
|
"throughput": [ |
|
524.3787730883622, |
|
524.4412596939804, |
|
524.3362716940115, |
|
524.3570939169241, |
|
524.3482771167319 |
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"decode_256_steps": { |
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|
3.904837826034054, |
|
3.9049906202126294, |
|
3.9048626099247485, |
|
3.905899834120646, |
|
3.9057530788704753 |
|
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"throughput": [ |
|
524.477607327434, |
|
524.457085607157, |
|
524.4742785046328, |
|
524.3350026821863, |
|
524.3547041105505 |
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}, |
|
"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
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|
78.59509626100771, |
|
3.1858562701381743, |
|
4.562520033912733, |
|
4.562590185087174, |
|
4.561941236956045, |
|
4.562066272133961, |
|
4.562546665081754 |
|
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"throughput": [ |
|
448.8747413222146, |
|
448.86783974021773, |
|
448.93169237018225, |
|
448.91938824072, |
|
448.87212128126316 |
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] |
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"decode_256_steps": { |
|
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|
4.561464128084481, |
|
4.562372754095122, |
|
4.56287759100087, |
|
4.561695888871327, |
|
4.566258101025596 |
|
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|
"throughput": [ |
|
448.9786486296511, |
|
448.88923163100685, |
|
448.83956651372057, |
|
448.9558378927194, |
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448.50727985350034 |
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} |
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}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_256_steps": { |
|
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|
143.4046021751128, |
|
2.2715712478384376, |
|
2.6000779650639743, |
|
2.5993910550605506, |
|
2.599828042089939, |
|
2.5997374861035496, |
|
2.6003224500454962 |
|
], |
|
"throughput": [ |
|
787.6686882155126, |
|
787.8768360046902, |
|
787.7444072622827, |
|
787.7718465603671, |
|
787.5946307982564 |
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] |
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}, |
|
"decode_256_steps": { |
|
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|
2.598840625025332, |
|
2.5994473590981215, |
|
2.5992874179501086, |
|
2.6018181031104177, |
|
2.599406457040459 |
|
], |
|
"throughput": [ |
|
788.0437069818536, |
|
787.8597705900664, |
|
787.908249721428, |
|
787.1418826518502, |
|
787.8721676839027 |
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] |
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} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
108.8028431830462, |
|
2.2368014969397336, |
|
2.6524498271755874, |
|
2.6484703950118273, |
|
2.6479950968641788, |
|
2.648893762147054, |
|
2.6489222338423133 |
|
], |
|
"throughput": [ |
|
772.1163955741155, |
|
773.2765311846555, |
|
773.4153293657123, |
|
773.1529400182508, |
|
773.1446298554927 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6475992421619594, |
|
2.6484773939009756, |
|
2.650977912126109, |
|
2.6476340680383146, |
|
2.6483203028328717 |
|
], |
|
"throughput": [ |
|
773.5309662377972, |
|
773.2744877174409, |
|
772.545101425415, |
|
773.5207915334782, |
|
773.3203562308089 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
98.0019998929929, |
|
2.259423140902072, |
|
2.616828733123839, |
|
2.6160192019306123, |
|
2.616776251932606, |
|
2.616232676897198, |
|
2.626238158904016 |
|
], |
|
"throughput": [ |
|
782.6266862926105, |
|
782.868871332666, |
|
782.642382392251, |
|
782.8049921113626, |
|
779.8226497686231 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6160265379585326, |
|
2.616485408972949, |
|
2.6158285869751126, |
|
2.615940705873072, |
|
2.6165480529889464 |
|
], |
|
"throughput": [ |
|
782.8666759620095, |
|
782.7293792568494, |
|
782.9259188455703, |
|
782.8923627366693, |
|
782.7106395621207 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
78.57349261199124, |
|
2.2227844579610974, |
|
2.6581538640893996, |
|
2.6575814818497747, |
|
2.6577383631374687, |
|
2.6572560609783977, |
|
2.657383057055995 |
|
], |
|
"throughput": [ |
|
770.4595387301182, |
|
770.6254780848776, |
|
770.5799895149685, |
|
770.7198527363333, |
|
770.6830201096017 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.656432778108865, |
|
2.6574523879680783, |
|
2.657418450107798, |
|
2.6576172038912773, |
|
2.6572073940187693 |
|
], |
|
"throughput": [ |
|
770.9587145879095, |
|
770.662913575632, |
|
770.6727557027848, |
|
770.6151198153455, |
|
770.7339685302463 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
97.20389535906725, |
|
2.3880729770753533, |
|
2.7059013929683715, |
|
2.704943586140871, |
|
2.7049970540683717, |
|
2.7045879180077463, |
|
2.7045863000676036 |
|
], |
|
"throughput": [ |
|
756.8642395181096, |
|
757.1322413129773, |
|
757.1172755695853, |
|
757.2318083520087, |
|
757.2322613439284 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.708581724902615, |
|
2.7170100579969585, |
|
2.7045781849883497, |
|
2.704522161046043, |
|
2.7050034010317177 |
|
], |
|
"throughput": [ |
|
756.115269172332, |
|
753.7697528841068, |
|
757.2345334172035, |
|
757.2502194649733, |
|
757.1154990854616 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
76.78570476802997, |
|
2.3345560810994357, |
|
2.740232344949618, |
|
2.7392486489843577, |
|
2.7390814390964806, |
|
2.7393308989703655, |
|
2.7395442698616534 |
|
], |
|
"throughput": [ |
|
747.3818794141905, |
|
747.6502729167523, |
|
747.6959139541166, |
|
747.6278242872314, |
|
747.5695948886505 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.7387014280539006, |
|
2.739976998884231, |
|
2.7388684491161257, |
|
2.7384993380401284, |
|
2.73982391692698 |
|
], |
|
"throughput": [ |
|
747.7996611902644, |
|
747.4515300069976, |
|
747.7540590388417, |
|
747.8548457366799, |
|
747.4932923050989 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
62.83966068713926, |
|
2.728696499951184, |
|
3.906291076913476, |
|
3.904756370931864, |
|
3.9044110970571637, |
|
3.904814412118867, |
|
3.9042581680696458 |
|
], |
|
"throughput": [ |
|
524.282486807975, |
|
524.4885481834167, |
|
524.5349296193785, |
|
524.4807521822004, |
|
524.5554755444305 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.9045810070820153, |
|
3.9043800281360745, |
|
3.904249426908791, |
|
3.9044663191307336, |
|
3.9043026668950915 |
|
], |
|
"throughput": [ |
|
524.5121041887458, |
|
524.5391035814979, |
|
524.5566499631951, |
|
524.5275109597959, |
|
524.5494969857647 |
|
] |
|
} |
|
} |
|
} |