
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
5fdc0c2
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cu121", | |
"_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": "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": true, | |
"device_isolation_action": "error", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.293824, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"NVIDIA A10G" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 24146608128, | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": null, | |
"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": 716.865536, | |
"max_global_vram": 1185.415168, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.372544 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.19010595703125, | |
"mean": 7.19010595703125, | |
"stdev": 0.0, | |
"p50": 7.19010595703125, | |
"p90": 7.19010595703125, | |
"p95": 7.19010595703125, | |
"p99": 7.19010595703125, | |
"values": [ | |
7.19010595703125 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.007458885510763e-07, | |
"ram": 4.778481651867613e-07, | |
"gpu": 1.8325014659995899e-06, | |
"total": 3.2110955197374277e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 916.918272, | |
"max_global_vram": 1195.900928, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 509.038592 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 137, | |
"total": 0.9995757150650024, | |
"mean": 0.007296173102664252, | |
"stdev": 0.00023776907766749308, | |
"p50": 0.007198719978332519, | |
"p90": 0.0076224513053894044, | |
"p95": 0.007657625770568847, | |
"p99": 0.007776665687561035, | |
"values": [ | |
0.007780352115631104, | |
0.0073994240760803225, | |
0.007464960098266602, | |
0.007417856216430664, | |
0.007364607810974121, | |
0.00729702377319336, | |
0.007311391830444336, | |
0.00719974422454834, | |
0.007202816009521484, | |
0.007243775844573975, | |
0.007466015815734864, | |
0.007506944179534912, | |
0.007478271961212158, | |
0.00754585599899292, | |
0.007549952030181885, | |
0.007592959880828858, | |
0.0077506561279296875, | |
0.007610367774963379, | |
0.0075980801582336424, | |
0.007628799915313721, | |
0.0076267518997192385, | |
0.007621632099151611, | |
0.007924736022949219, | |
0.007619584083557129, | |
0.007639039993286132, | |
0.007571455955505371, | |
0.007568384170532226, | |
0.007558144092559814, | |
0.007770112037658691, | |
0.007570432186126709, | |
0.007554048061370849, | |
0.007713791847229004, | |
0.0076063041687011715, | |
0.007553023815155029, | |
0.00753766393661499, | |
0.0075632638931274416, | |
0.007679999828338623, | |
0.007634912014007568, | |
0.007655360221862793, | |
0.007591936111450195, | |
0.007666687965393066, | |
0.007561215877532959, | |
0.007535615921020508, | |
0.007625728130340576, | |
0.007623680114746094, | |
0.007588863849639893, | |
0.007571455955505371, | |
0.007528448104858398, | |
0.0074670081138610836, | |
0.007169023990631103, | |
0.0071823358535766605, | |
0.00725708818435669, | |
0.007102464199066162, | |
0.0071495680809020995, | |
0.007198719978332519, | |
0.007177216053009033, | |
0.0071833600997924804, | |
0.0071526398658752445, | |
0.007223296165466309, | |
0.00729804801940918, | |
0.007365632057189942, | |
0.007249887943267822, | |
0.007277567863464355, | |
0.007331840038299561, | |
0.0072540159225463864, | |
0.007192575931549072, | |
0.00714035177230835, | |
0.007168000221252442, | |
0.007147520065307617, | |
0.007121920108795166, | |
0.007029759883880615, | |
0.006965280055999756, | |
0.00710041618347168, | |
0.007014400005340577, | |
0.006809599876403808, | |
0.006808576107025147, | |
0.006813727855682373, | |
0.006830080032348633, | |
0.006907904148101806, | |
0.007435264110565186, | |
0.007432191848754883, | |
0.007511040210723877, | |
0.007611423969268799, | |
0.007501823902130127, | |
0.007436287879943848, | |
0.007314432144165039, | |
0.007325695991516113, | |
0.007292928218841553, | |
0.007184383869171143, | |
0.007231488227844239, | |
0.00713318395614624, | |
0.007129087924957276, | |
0.007022624015808106, | |
0.006993919849395752, | |
0.007072768211364746, | |
0.007013376235961914, | |
0.007013376235961914, | |
0.007049215793609619, | |
0.007124991893768311, | |
0.007102464199066162, | |
0.007105535984039306, | |
0.007143424034118652, | |
0.007108607769012451, | |
0.007126016139984131, | |
0.007136256217956543, | |
0.00714137601852417, | |
0.007103487968444824, | |
0.007116799831390381, | |
0.007123936176300049, | |
0.007111680030822754, | |
0.007135231971740722, | |
0.00709939193725586, | |
0.007322624206542969, | |
0.007106560230255127, | |
0.007132160186767578, | |
0.0071198720932006835, | |
0.0070891518592834475, | |
0.0071270718574523925, | |
0.007114751815795899, | |
0.007131135940551757, | |
0.007123968124389648, | |
0.007096320152282715, | |
0.007095295906066895, | |
0.007121920108795166, | |
0.007161856174468994, | |
0.007094272136688232, | |
0.007123968124389648, | |
0.007137279987335205, | |
0.007138304233551026, | |
0.007137279987335205, | |
0.007128064155578613, | |
0.007128064155578613, | |
0.007193600177764893, | |
0.007187456130981445, | |
0.007127103805541993, | |
0.007135231971740722, | |
0.007156735897064209 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 137.05815170898873 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.498434982602559e-08, | |
"ram": 4.630131570140842e-08, | |
"gpu": 1.7330966245714193e-07, | |
"total": 3.045953279845759e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3283044.4465997783 | |
} | |
} | |
} | |
} |