File size: 3,199 Bytes
a48bebf
 
 
 
b6a1610
a48bebf
 
44700da
b5e14af
e17172c
 
a48bebf
 
 
 
 
e17172c
 
a48bebf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
04f01b7
a48bebf
 
 
 
 
 
 
 
 
 
 
 
 
 
4aef424
a0a537f
 
a48bebf
 
 
 
 
259c5da
a48bebf
 
3e44722
a48bebf
d0d5e0e
a48bebf
 
 
 
 
1f96782
a48bebf
b2a5120
a48bebf
503149e
a48bebf
503149e
a48bebf
b2a5120
a48bebf
f605649
a48bebf
aa12760
b409947
a48bebf
 
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
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
{
    "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
    "backend": {
        "name": "pytorch",
        "version": "2.4.1+cu124",
        "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
        "task": "multiple-choice",
        "library": "transformers",
        "model_type": "roberta",
        "model": "FacebookAI/roberta-base",
        "processor": "FacebookAI/roberta-base",
        "device": "cuda",
        "device_ids": "0",
        "seed": 42,
        "inter_op_num_threads": null,
        "intra_op_num_threads": null,
        "model_kwargs": {},
        "processor_kwargs": {},
        "no_weights": true,
        "device_map": null,
        "torch_dtype": null,
        "eval_mode": true,
        "to_bettertransformer": false,
        "low_cpu_mem_usage": null,
        "attn_implementation": null,
        "cache_implementation": null,
        "autocast_enabled": false,
        "autocast_dtype": null,
        "torch_compile": false,
        "torch_compile_target": "forward",
        "torch_compile_config": {},
        "quantization_scheme": null,
        "quantization_config": {},
        "deepspeed_inference": false,
        "deepspeed_inference_config": {},
        "peft_type": null,
        "peft_config": {}
    },
    "scenario": {
        "name": "inference",
        "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
        "iterations": 1,
        "duration": 1,
        "warmup_runs": 1,
        "input_shapes": {
            "batch_size": 1,
            "num_choices": 2,
            "sequence_length": 2
        },
        "new_tokens": null,
        "memory": true,
        "latency": true,
        "energy": true,
        "forward_kwargs": {},
        "generate_kwargs": {
            "max_new_tokens": 2,
            "min_new_tokens": 2
        },
        "call_kwargs": {
            "num_inference_steps": 2
        }
    },
    "launcher": {
        "name": "process",
        "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
        "device_isolation": true,
        "device_isolation_action": "error",
        "numactl": false,
        "numactl_kwargs": {},
        "start_method": "spawn"
    },
    "environment": {
        "cpu": " AMD EPYC 7R32",
        "cpu_count": 16,
        "cpu_ram_mb": 66697.261056,
        "system": "Linux",
        "machine": "x86_64",
        "platform": "Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35",
        "processor": "x86_64",
        "python_version": "3.10.12",
        "gpu": [
            "NVIDIA A10G"
        ],
        "gpu_count": 1,
        "gpu_vram_mb": 24146608128,
        "optimum_benchmark_version": "0.5.0",
        "optimum_benchmark_commit": null,
        "transformers_version": "4.45.1",
        "transformers_commit": null,
        "accelerate_version": "0.34.2",
        "accelerate_commit": null,
        "diffusers_version": "0.30.3",
        "diffusers_commit": null,
        "optimum_version": null,
        "optimum_commit": null,
        "timm_version": "1.0.9",
        "timm_commit": null,
        "peft_version": "0.13.0",
        "peft_commit": null
    }
}