IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
67d2cb5
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+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": "error", | |
"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-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": "d0c0a5c5918412583a4f2490ab7e3d1b48375998", | |
"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": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 964.448256, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.350675230000036, | |
"mean": 4.350675230000036, | |
"stdev": 0.0, | |
"p50": 4.350675230000036, | |
"p90": 4.350675230000036, | |
"p95": 4.350675230000036, | |
"p99": 4.350675230000036, | |
"values": [ | |
4.350675230000036 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 5.137246714697944e-05, | |
"ram": 2.147105440046365e-06, | |
"gpu": 0, | |
"total": 5.351957258702581e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 878.936064, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 23, | |
"total": 1.0227223569999069, | |
"mean": 0.04446618943477856, | |
"stdev": 0.0014504634818758525, | |
"p50": 0.04494425100000399, | |
"p90": 0.045387894999998936, | |
"p95": 0.04546482929999911, | |
"p99": 0.04553933821998271, | |
"values": [ | |
0.044597890999966694, | |
0.0453895379999949, | |
0.04403804800000444, | |
0.04531374599997662, | |
0.04451869199999692, | |
0.04429655499995988, | |
0.04547319499999958, | |
0.04263217700002997, | |
0.045217695000019376, | |
0.04538132300001507, | |
0.04455493000000388, | |
0.045003653999970084, | |
0.04390723300002719, | |
0.044481320999977925, | |
0.04396226599999409, | |
0.04555799399997795, | |
0.04516738099999884, | |
0.04494425100000399, | |
0.044531475999974646, | |
0.045244736000029206, | |
0.0449918410000123, | |
0.045110577999992074, | |
0.038405835999981264 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 22.488996982005055 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.597146775987413e-06, | |
"ram": 6.67457341812451e-08, | |
"gpu": 0.0, | |
"total": 1.6638925101686582e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 601000.3614347879 | |
} | |
} | |
} | |
} |