IlyasMoutawwakil's picture
Upload cpu_training_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
161fc08 verified
raw
history blame
7.55 kB
{
"config": {
"name": "cpu_training_transformers_text-generation_openai-community/gpt2",
"backend": {
"name": "pytorch",
"version": "2.5.1+cpu",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "text-generation",
"library": "transformers",
"model_type": "gpt2",
"model": "openai-community/gpt2",
"processor": "openai-community/gpt2",
"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": "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": false,
"device_isolation_action": null,
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7763 64-Core Processor",
"cpu_count": 4,
"cpu_ram_mb": 16757.338112,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.15",
"optimum_benchmark_version": "0.5.0.dev0",
"optimum_benchmark_commit": "17045002796df75ed197bda920a26aaf713b8c33",
"transformers_version": "4.46.3",
"transformers_commit": null,
"accelerate_version": "1.1.1",
"accelerate_commit": null,
"diffusers_version": "0.31.0",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.12",
"timm_commit": null,
"peft_version": null,
"peft_commit": null
},
"print_report": true,
"log_report": true
},
"report": {
"overall": {
"memory": {
"unit": "MB",
"max_ram": 2874.621952,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
0.7247754610000072,
0.6211412769999924,
0.6196508209999934,
0.6051686469999993,
0.6066840610000099
],
"count": 5,
"total": 3.1774202670000022,
"mean": 0.6354840534000005,
"p50": 0.6196508209999934,
"p90": 0.6833217874000013,
"p95": 0.7040486242000042,
"p99": 0.7206300936400066,
"stdev": 0.045117237020279845,
"stdev_": 7.099664701087496
},
"throughput": {
"unit": "samples/s",
"value": 15.73603609169651
},
"energy": {
"unit": "kWh",
"cpu": 0.00013037446768888875,
"ram": 5.449603543814715e-06,
"gpu": 0,
"total": 0.00013582407123270346
},
"efficiency": {
"unit": "samples/kWh",
"value": 73624.65216395471
}
},
"warmup": {
"memory": {
"unit": "MB",
"max_ram": 2874.621952,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
0.7247754610000072,
0.6211412769999924
],
"count": 2,
"total": 1.3459167379999997,
"mean": 0.6729583689999998,
"p50": 0.6729583689999998,
"p90": 0.7144120426000058,
"p95": 0.7195937518000065,
"p99": 0.7237391191600071,
"stdev": 0.05181709200000739,
"stdev_": 7.6998956231135605
},
"throughput": {
"unit": "samples/s",
"value": 5.943904087178387
},
"energy": null,
"efficiency": null
},
"train": {
"memory": {
"unit": "MB",
"max_ram": 2874.621952,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
0.6196508209999934,
0.6051686469999993,
0.6066840610000099
],
"count": 3,
"total": 1.8315035290000026,
"mean": 0.6105011763333342,
"p50": 0.6066840610000099,
"p90": 0.6170574689999967,
"p95": 0.618354144999995,
"p99": 0.6193914857999937,
"stdev": 0.006499288065752559,
"stdev_": 1.064582398479105
},
"throughput": {
"unit": "samples/s",
"value": 9.827990891083877
},
"energy": null,
"efficiency": null
}
}
}