File size: 3,553 Bytes
0f683ae
 
 
 
34d3fdd
0f683ae
 
f2e9234
5b0b3c8
742a96d
 
0f683ae
 
 
 
 
742a96d
 
0f683ae
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3c51952
c0899ff
 
0f683ae
 
 
 
 
 
 
 
 
 
 
e4108dc
0f683ae
 
 
 
 
61ce138
95b976c
 
0f683ae
 
 
 
 
b721d08
0f683ae
 
a202ee4
0f683ae
e07f364
0f683ae
 
 
 
 
863f3d8
0f683ae
1e33575
0f683ae
1e33575
0f683ae
ef0401e
0f683ae
24336a7
0f683ae
d71028f
0f683ae
e4108dc
229ea49
72b3aa7
 
 
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
108
109
{
    "name": "cuda_training_transformers_text-generation_openai-community/gpt2",
    "backend": {
        "name": "pytorch",
        "version": "2.4.1+cu124",
        "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
        "task": "text-generation",
        "library": "transformers",
        "model_type": "gpt2",
        "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": {},
        "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": true
    },
    "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.dev0",
        "optimum_benchmark_commit": null,
        "transformers_version": "4.45.2",
        "transformers_commit": null,
        "accelerate_version": "1.0.0",
        "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
    },
    "print_report": true,
    "log_report": true
}