IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
ab6ee4d
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.1+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "fill-mask", | |
"library": "transformers", | |
"model_type": "bert", | |
"model": "google-bert/bert-base-uncased", | |
"processor": "google-bert/bert-base-uncased", | |
"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": "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": true, | |
"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": 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": 16766.7712, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.15", | |
"optimum_benchmark_version": "0.5.0.dev0", | |
"optimum_benchmark_commit": "0a6df5b9a995b4bb9aebaf68a47898df52335978", | |
"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": null, | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 970.027008, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
1.3193369899999823 | |
], | |
"count": 1, | |
"total": 1.3193369899999823, | |
"mean": 1.3193369899999823, | |
"p50": 1.3193369899999823, | |
"p90": 1.3193369899999823, | |
"p95": 1.3193369899999823, | |
"p99": 1.3193369899999823, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 883.781632, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.0425240389999999, | |
0.04287009500001204, | |
0.04160499799999684, | |
0.043244099999981245, | |
0.042770208000007415, | |
0.042353851999990866, | |
0.04240064900000107, | |
0.04268198299999426, | |
0.04127230800000348, | |
0.0435850549999941, | |
0.04226337299999727, | |
0.04210482900001011, | |
0.043177315999997745, | |
0.041871393000008084, | |
0.04162143799999285, | |
0.04244886899999756, | |
0.04323569400000338, | |
0.04231462900000338, | |
0.042399987999999666, | |
0.04263653799998224, | |
0.04359301999997456, | |
0.04391141299998935, | |
0.0428471510000179, | |
0.03745290400001977 | |
], | |
"count": 24, | |
"total": 1.017185841999975, | |
"mean": 0.042382743416665626, | |
"p50": 0.04248645399999873, | |
"p90": 0.04348276849999024, | |
"p95": 0.04359182524997749, | |
"p99": 0.04383818260998595, | |
"stdev": 0.0012112232302557934, | |
"stdev_": 2.8578216807445256 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 23.594508504769955 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.4467136199588648e-06, | |
"ram": 6.04941720468142e-08, | |
"gpu": 0.0, | |
"total": 1.5072077920056792e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 663478.5232030117 | |
} | |
} | |
} | |
} |