File size: 1,729 Bytes
e45cbb2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
[
    {
        "model": "google/gemma-2b",
        "commit": "22b41b3f8a5cdb37e686d18d8d9a24eb98a331ec",
        "config": "backend.cache_implementation=null,backend.torch_compile=False",
        "metrics": {
            "prefill.latency.mean": 0.02068830394744873,
            "prefill.throughput.value": 338.35543105809967,
            "decode.latency.mean": 2.4355318603515625,
            "decode.throughput.value": 52.1446678926499,
            "per_token.latency.mean": 0.019248261545957785,
            "per_token.throughput.value": 51.952743764020816
        }
    },
    {
        "model": "google/gemma-2b",
        "commit": "22b41b3f8a5cdb37e686d18d8d9a24eb98a331ec",
        "config": "backend.cache_implementation=static,backend.torch_compile=False",
        "metrics": {
            "prefill.latency.mean": 0.025930047988891602,
            "prefill.throughput.value": 269.95707848280074,
            "decode.latency.mean": 2.602952880859375,
            "decode.throughput.value": 48.79074105946569,
            "per_token.latency.mean": 0.020575859446770588,
            "per_token.throughput.value": 48.60064302961359
        }
    },
    {
        "model": "google/gemma-2b",
        "commit": "22b41b3f8a5cdb37e686d18d8d9a24eb98a331ec",
        "config": "backend.cache_implementation=static,backend.torch_compile=True",
        "metrics": {
            "prefill.latency.mean": 0.014229311943054199,
            "prefill.throughput.value": 491.9422687487664,
            "decode.latency.mean": 1.5740656127929689,
            "decode.throughput.value": 80.68278664359835,
            "per_token.latency.mean": 0.01244737162231928,
            "per_token.throughput.value": 80.33824572304952
        }
    }
]