laya-coreml / reports /benchmark-coreml.json
alexwengg's picture
benchmark-coreml: post tokenizer fix
ed61931 verified
Raw
History Blame Contribute Delete
5.02 kB
{
"chip" : "Apple M5 Pro",
"elapsed_s" : 23.682847023010254,
"latency_ms" : {
"p50" : 5.3144580000000001,
"p95" : 18.081707999999999
},
"lengths" : [
128,
256,
512,
1024
],
"load_s" : 2.8048709630966187,
"questions" : 3899,
"suites" : {
"app.email_spam" : {
"accuracy" : 0.99250000000000005,
"buckets" : {
"L128" : 98,
"L256" : 117,
"L512" : 93,
"L1024" : 92
},
"dropped" : 0,
"latency_ms" : {
"p50" : 6.297625,
"p95" : 18.979500000000002
},
"max_probability_delta_vs_reference" : 0.0070431232452392578,
"n" : 400,
"reference_argmax_agreement" : 1,
"reference_compared" : 400,
"state_truncated" : 9
},
"app.guardrails_jailbreak" : {
"accuracy" : 0.8075,
"buckets" : {
"L128" : 285,
"L256" : 59,
"L512" : 53,
"L1024" : 3
},
"dropped" : 0,
"latency_ms" : {
"p50" : 4.1935419999999999,
"p95" : 9.8876670000000004
},
"max_probability_delta_vs_reference" : 0.01729881763458252,
"n" : 400,
"reference_argmax_agreement" : 0.99750000000000005,
"reference_compared" : 400,
"state_truncated" : 0
},
"app.model_routing_domain" : {
"accuracy" : 0.44110275689223055,
"buckets" : {
"L128" : 137,
"L256" : 261,
"L512" : 1
},
"dropped" : 0,
"latency_ms" : {
"p50" : 5.391,
"p95" : 6.2202919999999997
},
"max_probability_delta_vs_reference" : 0.014412820339202881,
"n" : 399,
"reference_argmax_agreement" : 1,
"reference_compared" : 399,
"state_truncated" : 0
},
"app.moderation_toxicity" : {
"accuracy" : 0.53500000000000003,
"buckets" : {
"L128" : 306,
"L256" : 54,
"L512" : 37,
"L1024" : 3
},
"dropped" : 0,
"latency_ms" : {
"p50" : 3.8999999999999999,
"p95" : 9.4122920000000008
},
"max_probability_delta_vs_reference" : 0.0036969184875488281,
"n" : 400,
"reference_argmax_agreement" : 1,
"reference_compared" : 400,
"state_truncated" : 0
},
"app.phishing" : {
"accuracy" : 0.99250000000000005,
"buckets" : {
"L128" : 76,
"L256" : 111,
"L512" : 104,
"L1024" : 109
},
"dropped" : 0,
"latency_ms" : {
"p50" : 8.9892920000000007,
"p95" : 18.856666000000001
},
"max_probability_delta_vs_reference" : 0.003923460841178894,
"n" : 400,
"reference_argmax_agreement" : 1,
"reference_compared" : 400,
"state_truncated" : 7
},
"app.rag_relevance" : {
"accuracy" : 0.67249999999999999,
"buckets" : {
"L128" : 135,
"L256" : 262,
"L512" : 3
},
"dropped" : 0,
"latency_ms" : {
"p50" : 5.4204169999999996,
"p95" : 6.3289999999999997
},
"max_probability_delta_vs_reference" : 0.0088013410568237305,
"n" : 400,
"reference_argmax_agreement" : 1,
"reference_compared" : 400,
"state_truncated" : 0
},
"app.support_triage" : {
"accuracy" : 0.54249999999999998,
"buckets" : {
"L256" : 377,
"L512" : 23
},
"dropped" : 0,
"latency_ms" : {
"p50" : 5.5369999999999999,
"p95" : 9.0276250000000005
},
"max_probability_delta_vs_reference" : 0.0048961937427520752,
"n" : 400,
"reference_argmax_agreement" : 0.99750000000000005,
"reference_compared" : 400,
"state_truncated" : 0
},
"jev.ag_news" : {
"accuracy" : 0.93500000000000005,
"buckets" : {
"L128" : 368,
"L256" : 32
},
"dropped" : 0,
"latency_ms" : {
"p50" : 4.6144170000000004,
"p95" : 7.2706249999999999
},
"max_probability_delta_vs_reference" : 0.010490596294403076,
"n" : 400,
"reference_argmax_agreement" : 1,
"reference_compared" : 400,
"state_truncated" : 0
},
"jev.emotion" : {
"accuracy" : 0.53749999999999998,
"buckets" : {
"L128" : 400
},
"dropped" : 0,
"latency_ms" : {
"p50" : 4.0142920000000002,
"p95" : 4.3915829999999998
},
"max_probability_delta_vs_reference" : 0.020582765340805054,
"n" : 400,
"reference_argmax_agreement" : 1,
"reference_compared" : 400,
"state_truncated" : 0
},
"massive_intent.en" : {
"accuracy" : 0.65666666666666662,
"buckets" : {
"L256" : 300
},
"dropped" : 0,
"latency_ms" : {
"p50" : 5.3079169999999998,
"p95" : 6.1710409999999998
},
"max_probability_delta_vs_reference" : 0.019814342260360718,
"n" : 300,
"reference_argmax_agreement" : 1,
"reference_compared" : 300,
"state_truncated" : 0
}
}
}