File size: 1,723 Bytes
9d42ac7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "a05ce550bf1cda8ae3bffcc62607597770460a42",
        "config": "backend.cache_implementation=null,backend.torch_compile=False",
        "metrics": {
            "prefill.latency.mean": 0.020703951835632325,
            "prefill.throughput.value": 338.09970461546,
            "decode.latency.mean": 2.5267764892578124,
            "decode.throughput.value": 50.26166759898244,
            "per_token.latency.mean": 0.019894590512974056,
            "per_token.throughput.value": 50.26491997147969
        }
    },
    {
        "model": "google/gemma-2b",
        "commit": "a05ce550bf1cda8ae3bffcc62607597770460a42",
        "config": "backend.cache_implementation=static,backend.torch_compile=False",
        "metrics": {
            "prefill.latency.mean": 0.02243292808532715,
            "prefill.throughput.value": 312.0412981031458,
            "decode.latency.mean": 2.6453446044921876,
            "decode.throughput.value": 48.0088680258652,
            "per_token.latency.mean": 0.02082844218306654,
            "per_token.throughput.value": 48.01127185656721
        }
    },
    {
        "model": "google/gemma-2b",
        "commit": "a05ce550bf1cda8ae3bffcc62607597770460a42",
        "config": "backend.cache_implementation=static,backend.torch_compile=True",
        "metrics": {
            "prefill.latency.mean": 0.01417632007598877,
            "prefill.throughput.value": 493.7811761076341,
            "decode.latency.mean": 1.5648624877929689,
            "decode.throughput.value": 81.1572908103361,
            "per_token.latency.mean": 0.012320643023243101,
            "per_token.throughput.value": 81.16459490900623
        }
    }
]