File size: 1,727 Bytes
8993785
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "d806fa3e92289876e01ab19c9e19e9264ea1c1a1",
        "config": "backend.cache_implementation=null,backend.torch_compile=False",
        "metrics": {
            "prefill.latency.mean": 0.020006303787231446,
            "prefill.throughput.value": 349.8897184830106,
            "decode.latency.mean": 2.476673583984375,
            "decode.throughput.value": 51.27845704870296,
            "per_token.latency.mean": 0.019500064234095296,
            "per_token.throughput.value": 51.28188235665034
        }
    },
    {
        "model": "google/gemma-2b",
        "commit": "d806fa3e92289876e01ab19c9e19e9264ea1c1a1",
        "config": "backend.cache_implementation=static,backend.torch_compile=False",
        "metrics": {
            "prefill.latency.mean": 0.021566495895385743,
            "prefill.throughput.value": 324.5775314615521,
            "decode.latency.mean": 2.60439697265625,
            "decode.throughput.value": 48.763687461390134,
            "per_token.latency.mean": 0.020506019329461528,
            "per_token.throughput.value": 48.76616879821595
        }
    },
    {
        "model": "google/gemma-2b",
        "commit": "d806fa3e92289876e01ab19c9e19e9264ea1c1a1",
        "config": "backend.cache_implementation=static,backend.torch_compile=True",
        "metrics": {
            "prefill.latency.mean": 0.014093887805938721,
            "prefill.throughput.value": 496.669201315085,
            "decode.latency.mean": 1.5648489379882813,
            "decode.throughput.value": 81.15799353978989,
            "per_token.latency.mean": 0.012320554320267805,
            "per_token.throughput.value": 81.16517926104672
        }
    }
]