IlyasMoutawwakil's picture
Upload cuda_training_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
a430f5f verified
raw
history blame
7.37 kB
{
"config": {
"name": "cuda_training_transformers_multiple-choice_FacebookAI/roberta-base",
"backend": {
"name": "pytorch",
"version": "2.2.2+rocm5.7",
"_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": {},
"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 7763 64-Core Processor",
"cpu_count": 128,
"cpu_ram_mb": 1082015.236096,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.12",
"gpu": [
"Advanced Micro Devices, Inc. [AMD/ATI]"
],
"gpu_count": 1,
"gpu_vram_mb": 68702699520,
"optimum_benchmark_version": "0.3.1",
"optimum_benchmark_commit": "2a33a472f309c43b5bd16946ef9cec843d02f70a",
"transformers_version": "4.42.4",
"transformers_commit": null,
"accelerate_version": "0.32.1",
"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
}
},
"report": {
"overall": {
"memory": {
"unit": "MB",
"max_ram": 1131.782144,
"max_global_vram": 3148.996608,
"max_process_vram": 301828.108288,
"max_reserved": 2707.423232,
"max_allocated": 2497.88416
},
"latency": {
"unit": "s",
"count": 5,
"total": 0.7011423072814943,
"mean": 0.14022846145629886,
"stdev": 0.19469530881876232,
"p50": 0.04283927536010742,
"p90": 0.3350403335571289,
"p95": 0.43232964553833,
"p99": 0.510161095123291,
"values": [
0.5296189575195313,
0.04317239761352539,
0.0427423210144043,
0.04276935577392578,
0.04283927536010742
]
},
"throughput": {
"unit": "samples/s",
"value": 71.31219936486592
},
"energy": null,
"efficiency": null
},
"warmup": {
"memory": {
"unit": "MB",
"max_ram": 1131.782144,
"max_global_vram": 3148.996608,
"max_process_vram": 301828.108288,
"max_reserved": 2707.423232,
"max_allocated": 2497.88416
},
"latency": {
"unit": "s",
"count": 2,
"total": 0.5727913551330567,
"mean": 0.28639567756652834,
"stdev": 0.2432232799530029,
"p50": 0.2863956775665283,
"p90": 0.48097430152893067,
"p95": 0.5052966295242309,
"p99": 0.5247544919204712,
"values": [
0.5296189575195313,
0.04317239761352539
]
},
"throughput": {
"unit": "samples/s",
"value": 13.966691236360644
},
"energy": null,
"efficiency": null
},
"train": {
"memory": {
"unit": "MB",
"max_ram": 1131.782144,
"max_global_vram": 3148.996608,
"max_process_vram": 301828.108288,
"max_reserved": 2707.423232,
"max_allocated": 2497.88416
},
"latency": {
"unit": "s",
"count": 3,
"total": 0.1283509521484375,
"mean": 0.04278365071614584,
"stdev": 4.085172634039763e-05,
"p50": 0.04276935577392578,
"p90": 0.04282529144287109,
"p95": 0.04283228340148926,
"p99": 0.04283787696838379,
"values": [
0.0427423210144043,
0.04276935577392578,
0.04283927536010742
]
},
"throughput": {
"unit": "samples/s",
"value": 140.24048671787844
},
"energy": null,
"efficiency": null
}
}
}