File size: 6,100 Bytes
ca6662f
 
 
 
 
60bd520
ca6662f
 
18daebf
8264ddb
1e13fe3
 
ca6662f
 
 
 
 
1e13fe3
 
ca6662f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6c88b97
ca6662f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
98b597a
 
ca6662f
 
 
 
 
d616665
ca6662f
 
2185a01
ca6662f
 
96fb234
90aa5ca
39c46ae
ca6662f
60bd520
ca6662f
12e9869
ca6662f
 
 
a88e805
ca6662f
 
b09e33f
ca6662f
 
 
6c88b97
 
 
90aa5ca
6c88b97
 
 
 
 
 
 
 
90aa5ca
 
6c88b97
90aa5ca
 
 
 
6c88b97
90aa5ca
6c88b97
 
 
 
 
90aa5ca
 
6c88b97
90aa5ca
6c88b97
 
 
ca6662f
 
 
90aa5ca
ca6662f
 
 
 
 
 
 
90aa5ca
 
 
 
 
 
 
 
ca6662f
90aa5ca
 
 
 
 
 
ca6662f
 
 
 
90aa5ca
ca6662f
 
 
90aa5ca
 
ca6662f
90aa5ca
ca6662f
 
 
90aa5ca
ca6662f
 
 
 
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
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
{
    "config": {
        "name": "cpu_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "token-classification",
            "library": "transformers",
            "model_type": "deberta-v2",
            "model": "microsoft/deberta-v3-base",
            "processor": "microsoft/deberta-v3-base",
            "device": "cpu",
            "device_ids": null,
            "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": false,
            "device_isolation_action": "error",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 4,
            "cpu_ram_mb": 16757.342208,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.14",
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": "778fa3dbf39228b4d5e8f6de2e971dc51a6becb0",
            "transformers_version": "4.44.1",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1165.848576,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 4.778567921999979,
                "mean": 4.778567921999979,
                "stdev": 0.0,
                "p50": 4.778567921999979,
                "p90": 4.778567921999979,
                "p95": 4.778567921999979,
                "p99": 4.778567921999979,
                "values": [
                    4.778567921999979
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 6.95754166722234e-05,
                "ram": 2.9080917312999004e-06,
                "gpu": 0,
                "total": 7.24835084035233e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1194.000384,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "count": 6,
                "total": 1.0342803549999644,
                "mean": 0.17238005916666074,
                "stdev": 0.03855915082060812,
                "p50": 0.15679007999997907,
                "p90": 0.22395817800000373,
                "p95": 0.22424410699998987,
                "p99": 0.22447285019997879,
                "values": [
                    0.22338632000003145,
                    0.224530035999976,
                    0.17296386099997108,
                    0.1362912559999927,
                    0.1364925830000061,
                    0.14061629899998707
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 5.801135031710243
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.352462135416521e-06,
                "ram": 2.236946337287354e-07,
                "gpu": 0.0,
                "total": 5.576156769145256e-06
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 179334.9866943008
            }
        }
    }
}