File size: 1,731 Bytes
cef6559
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "3345ae733b6f4aeb7204a0f3e646a3cdbaad0023",
        "config": "backend.cache_implementation=null,backend.torch_compile=False",
        "metrics": {
            "prefill.latency.mean": 0.02310329532623291,
            "prefill.throughput.value": 302.9870804643079,
            "decode.latency.mean": 2.4337664794921876,
            "decode.throughput.value": 52.18249206328905,
            "per_token.latency.mean": 0.019237726136158578,
            "per_token.throughput.value": 51.98119533058712
        }
    },
    {
        "model": "google/gemma-2b",
        "commit": "3345ae733b6f4aeb7204a0f3e646a3cdbaad0023",
        "config": "backend.cache_implementation=static,backend.torch_compile=False",
        "metrics": {
            "prefill.latency.mean": 0.022356799125671387,
            "prefill.throughput.value": 313.10385537087865,
            "decode.latency.mean": 2.5555784912109374,
            "decode.throughput.value": 49.69520616829977,
            "per_token.latency.mean": 0.020204191924083844,
            "per_token.throughput.value": 49.494679309989024
        }
    },
    {
        "model": "google/gemma-2b",
        "commit": "3345ae733b6f4aeb7204a0f3e646a3cdbaad0023",
        "config": "backend.cache_implementation=static,backend.torch_compile=True",
        "metrics": {
            "prefill.latency.mean": 0.014050096035003661,
            "prefill.throughput.value": 498.21723513921705,
            "decode.latency.mean": 1.5572908325195312,
            "decode.throughput.value": 81.55188314730364,
            "per_token.latency.mean": 0.012314810176140707,
            "per_token.throughput.value": 81.2030381058936
        }
    }
]