File size: 3,492 Bytes
0f683ae
 
 
 
13e4cbe
0f683ae
 
f2e9234
742a96d
 
0f683ae
 
 
 
 
742a96d
 
 
0f683ae
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3c51952
c0899ff
 
0f683ae
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
95b976c
 
0f683ae
 
 
 
 
56f83f4
0f683ae
 
13e4cbe
0f683ae
e07f364
0f683ae
 
 
 
 
49b079e
0f683ae
13e4cbe
0f683ae
13e4cbe
0f683ae
13e4cbe
0f683ae
 
 
13e4cbe
0f683ae
 
 
 
 
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
{
    "name": "cuda_training_transformers_text-generation_openai-community/gpt2",
    "backend": {
        "name": "pytorch",
        "version": "2.3.1+cu121",
        "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
        "task": "text-generation",
        "library": "transformers",
        "model": "openai-community/gpt2",
        "processor": "openai-community/gpt2",
        "device": "cuda",
        "device_ids": "0",
        "seed": 42,
        "inter_op_num_threads": null,
        "intra_op_num_threads": null,
        "model_kwargs": {},
        "processor_kwargs": {},
        "hub_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": "training",
        "_target_": "optimum_benchmark.scenarios.training.scenario.TrainingScenario",
        "max_steps": 5,
        "warmup_steps": 2,
        "dataset_shapes": {
            "dataset_size": 500,
            "sequence_length": 16,
            "num_choices": 1
        },
        "training_arguments": {
            "per_device_train_batch_size": 2,
            "gradient_accumulation_steps": 1,
            "output_dir": "./trainer_output",
            "evaluation_strategy": "no",
            "eval_strategy": "no",
            "save_strategy": "no",
            "do_train": true,
            "use_cpu": false,
            "max_steps": 5,
            "do_eval": false,
            "do_predict": false,
            "report_to": "none",
            "skip_memory_metrics": true,
            "ddp_find_unused_parameters": false
        },
        "latency": true,
        "memory": true,
        "energy": false
    },
    "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": 66697.293824,
        "system": "Linux",
        "machine": "x86_64",
        "platform": "Linux-5.10.219-208.866.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": "0.3.1",
        "optimum_benchmark_commit": null,
        "transformers_version": "4.42.3",
        "transformers_commit": null,
        "accelerate_version": "0.31.0",
        "accelerate_commit": null,
        "diffusers_version": "0.29.2",
        "diffusers_commit": null,
        "optimum_version": null,
        "optimum_commit": null,
        "timm_version": "1.0.7",
        "timm_commit": null,
        "peft_version": null,
        "peft_commit": null
    }
}