IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
57acf09
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+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": 16757.342208, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.5.0-1024-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": "91971089040d6dac4da0f6b0a30eec8415a34544", | |
"transformers_version": "4.43.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.8", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 971.747328, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.380259406999983, | |
"mean": 4.380259406999983, | |
"stdev": 0.0, | |
"p50": 4.380259406999983, | |
"p90": 4.380259406999983, | |
"p95": 4.380259406999983, | |
"p99": 4.380259406999983, | |
"values": [ | |
4.380259406999983 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 5.0570685333675815e-05, | |
"ram": 2.1136409358848592e-06, | |
"gpu": 0, | |
"total": 5.268432626956067e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 885.567488, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 24, | |
"total": 1.0303952969999273, | |
"mean": 0.04293313737499697, | |
"stdev": 0.002134154516409348, | |
"p50": 0.044004248500016274, | |
"p90": 0.04447630209996874, | |
"p95": 0.04451445799995497, | |
"p99": 0.04462760242998968, | |
"values": [ | |
0.044285398999988956, | |
0.04372843800001647, | |
0.044175763999987794, | |
0.043766148000031535, | |
0.04428731199999447, | |
0.04398946500003831, | |
0.044011377000003904, | |
0.044127403000004506, | |
0.04441864799997575, | |
0.04451683099995307, | |
0.043997120000028644, | |
0.0440456700000027, | |
0.04421063900002764, | |
0.04450101099996573, | |
0.04436865499997111, | |
0.043925505999993675, | |
0.044660690000000614, | |
0.042594397999948796, | |
0.039703975000008995, | |
0.03889371200000369, | |
0.03815981899998633, | |
0.04208423400001493, | |
0.03921181599997681, | |
0.038731267000002845 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 23.292031776423855 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5079956278841723e-06, | |
"ram": 6.302140740235001e-08, | |
"gpu": 0.0, | |
"total": 1.5710170352865222e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 636530.3351517254 | |
} | |
} | |
} | |
} |