File size: 6,052 Bytes
9a9593c
 
 
 
 
f1f8b81
9a9593c
 
 
 
 
 
 
f1f8b81
9a9593c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8724173
9a9593c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4c24ae1
 
 
9a9593c
 
4c24ae1
9a9593c
 
 
4ca2346
 
 
 
 
 
 
9a9593c
 
4ca2346
 
1c6b53e
4c24ae1
 
9a9593c
ea91e62
9a9593c
1b06d6e
9a9593c
 
 
4c24ae1
9a9593c
 
98ea0c7
9a9593c
 
 
8724173
 
 
f1f8b81
 
 
a7e21fa
f1f8b81
8724173
 
 
 
f1f8b81
 
8724173
f1f8b81
 
 
 
8724173
f1f8b81
8724173
 
 
 
 
 
9a9593c
 
 
f1f8b81
 
 
a7e21fa
f1f8b81
9a9593c
 
 
f1f8b81
 
 
 
 
 
 
 
9a9593c
f1f8b81
 
 
9a9593c
 
 
 
f1f8b81
9a9593c
 
 
 
 
 
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
{
    "config": {
        "name": "cuda_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-to-image",
            "library": "diffusers",
            "model_type": "stable-diffusion",
            "model": "CompVis/stable-diffusion-v1-4",
            "processor": "CompVis/stable-diffusion-v1-4",
            "device": "cuda",
            "device_ids": "4",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "no_weights": false,
            "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": false,
            "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 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.256576,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 8,
            "gpu_vram_mb": 549621596160,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 4505.04704,
                "max_global_vram": 5919.608832,
                "max_process_vram": 490966.740992,
                "max_reserved": 5626.658816,
                "max_allocated": 5502.410752
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 12.462712890625,
                "mean": 12.462712890625,
                "stdev": 0.0,
                "p50": 12.462712890625,
                "p90": 12.462712890625,
                "p95": 12.462712890625,
                "p99": 12.462712890625,
                "values": [
                    12.462712890625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "call": {
            "memory": {
                "unit": "MB",
                "max_ram": 1340.035072,
                "max_global_vram": 12655.669248,
                "max_process_vram": 4346510.118912,
                "max_reserved": 9049.21088,
                "max_allocated": 8657.827328
            },
            "latency": {
                "unit": "s",
                "count": 3,
                "total": 1.4474309997558594,
                "mean": 0.4824769999186198,
                "stdev": 0.009193402954737837,
                "p50": 0.4791413269042969,
                "p90": 0.49185028686523435,
                "p95": 0.4934389068603516,
                "p99": 0.49470980285644534,
                "values": [
                    0.49502752685546875,
                    0.4791413269042969,
                    0.47326214599609373
                ]
            },
            "throughput": {
                "unit": "images/s",
                "value": 2.072637659761339
            },
            "energy": null,
            "efficiency": null
        }
    }
}