File size: 1,730 Bytes
4472f8d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "2b789f27f383435b8db2fee3d10b0a1358c0c234",
        "config": "backend.cache_implementation=null,backend.torch_compile=False",
        "metrics": {
            "prefill.latency.mean": 0.02078020763397217,
            "prefill.throughput.value": 336.8590017626277,
            "decode.latency.mean": 2.473873046875,
            "decode.throughput.value": 51.336506600622286,
            "per_token.latency.mean": 0.019477971662686566,
            "per_token.throughput.value": 51.340047994610934
        }
    },
    {
        "model": "google/gemma-2b",
        "commit": "2b789f27f383435b8db2fee3d10b0a1358c0c234",
        "config": "backend.cache_implementation=static,backend.torch_compile=False",
        "metrics": {
            "prefill.latency.mean": 0.022303232192993162,
            "prefill.throughput.value": 313.85585458771027,
            "decode.latency.mean": 2.6093214111328127,
            "decode.throughput.value": 48.671658254957606,
            "per_token.latency.mean": 0.020544749890725446,
            "per_token.throughput.value": 48.67423576917974
        }
    },
    {
        "model": "google/gemma-2b",
        "commit": "2b789f27f383435b8db2fee3d10b0a1358c0c234",
        "config": "backend.cache_implementation=static,backend.torch_compile=True",
        "metrics": {
            "prefill.latency.mean": 0.014169424057006837,
            "prefill.throughput.value": 494.02149105266363,
            "decode.latency.mean": 1.5656774291992188,
            "decode.throughput.value": 81.11504811368164,
            "per_token.latency.mean": 0.012327069214948519,
            "per_token.throughput.value": 81.12228320964905
        }
    }
]