IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
d545cf3
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "model": "FacebookAI/roberta-base", | |
| "library": "transformers", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "hub_kwargs": { | |
| "revision": "main", | |
| "force_download": false, | |
| "local_files_only": false, | |
| "trust_remote_code": false | |
| }, | |
| "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, | |
| "latency": true, | |
| "memory": 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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.29792, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.215-203.850.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": "0.2.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "0.9.16", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 910.09024, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.039104 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 128, | |
| "total": 0.9979362235069273, | |
| "mean": 0.007796376746147871, | |
| "stdev": 0.0004745789523818496, | |
| "p50": 0.007857151985168457, | |
| "p90": 0.00802539529800415, | |
| "p95": 0.008100505304336546, | |
| "p99": 0.010268907728195194, | |
| "values": [ | |
| 0.010975232124328613, | |
| 0.010559488296508789, | |
| 0.009483263969421387, | |
| 0.008166399955749512, | |
| 0.008241151809692383, | |
| 0.008150015830993652, | |
| 0.008129535675048828, | |
| 0.0080250883102417, | |
| 0.007952383995056152, | |
| 0.008002559661865234, | |
| 0.00797388792037964, | |
| 0.00793497610092163, | |
| 0.00790937614440918, | |
| 0.007928832054138184, | |
| 0.007970816135406494, | |
| 0.008037376403808593, | |
| 0.008032256126403809, | |
| 0.008006655693054199, | |
| 0.007956480026245117, | |
| 0.00795136022567749, | |
| 0.007990272045135497, | |
| 0.007985151767730713, | |
| 0.008026111602783203, | |
| 0.007998464107513427, | |
| 0.007985151767730713, | |
| 0.007972864151000977, | |
| 0.007976960182189942, | |
| 0.00801689624786377, | |
| 0.007984127998352051, | |
| 0.007902207851409913, | |
| 0.007883776187896728, | |
| 0.00791756820678711, | |
| 0.007902207851409913, | |
| 0.007890912055969238, | |
| 0.007921664237976075, | |
| 0.007958528041839599, | |
| 0.00800051212310791, | |
| 0.008034303665161132, | |
| 0.008019968032836914, | |
| 0.008039423942565918, | |
| 0.007948287963867188, | |
| 0.007920639991760254, | |
| 0.008002592086791991, | |
| 0.00800153636932373, | |
| 0.007949312210083008, | |
| 0.007922688007354736, | |
| 0.007866335868835448, | |
| 0.007924736022949219, | |
| 0.007902207851409913, | |
| 0.00790015983581543, | |
| 0.008018943786621094, | |
| 0.00785920000076294, | |
| 0.007855103969573975, | |
| 0.007904255867004394, | |
| 0.007886847972869874, | |
| 0.007885824203491211, | |
| 0.00790118408203125, | |
| 0.00790015983581543, | |
| 0.007993343830108643, | |
| 0.0080250883102417, | |
| 0.007605247974395752, | |
| 0.007628799915313721, | |
| 0.0075632638931274416, | |
| 0.007558144092559814, | |
| 0.00765235185623169, | |
| 0.007485439777374267, | |
| 0.007618559837341309, | |
| 0.007448575973510742, | |
| 0.007395328044891358, | |
| 0.007280640125274658, | |
| 0.007371776103973389, | |
| 0.007461887836456299, | |
| 0.007279615879058838, | |
| 0.007134208202362061, | |
| 0.007132160186767578, | |
| 0.007209983825683594, | |
| 0.007516160011291504, | |
| 0.007868415832519531, | |
| 0.007869440078735352, | |
| 0.007912447929382324, | |
| 0.008046591758728027, | |
| 0.007885824203491211, | |
| 0.007767039775848389, | |
| 0.007659520149230957, | |
| 0.007632895946502686, | |
| 0.007666687965393066, | |
| 0.007618559837341309, | |
| 0.007518208026885987, | |
| 0.007568384170532226, | |
| 0.007601151943206787, | |
| 0.007572480201721191, | |
| 0.007565311908721924, | |
| 0.007554048061370849, | |
| 0.007524352073669433, | |
| 0.007528448104858398, | |
| 0.007522304058074952, | |
| 0.007506976127624512, | |
| 0.007498752117156982, | |
| 0.007490560054779053, | |
| 0.0075335679054260255, | |
| 0.007558144092559814, | |
| 0.007546879768371582, | |
| 0.007541759967803955, | |
| 0.007558144092559814, | |
| 0.007544832229614258, | |
| 0.007561215877532959, | |
| 0.007526432037353516, | |
| 0.007554048061370849, | |
| 0.007532544136047363, | |
| 0.007517183780670166, | |
| 0.007515135765075683, | |
| 0.007517183780670166, | |
| 0.007519231796264648, | |
| 0.007542784214019775, | |
| 0.007562272071838379, | |
| 0.007510015964508057, | |
| 0.007516160011291504, | |
| 0.007527423858642578, | |
| 0.007522304058074952, | |
| 0.007539711952209473, | |
| 0.007515135765075683, | |
| 0.007528448104858398, | |
| 0.007526400089263916, | |
| 0.00753868818283081, | |
| 0.007352352142333984, | |
| 0.007394303798675537, | |
| 0.007360511779785156, | |
| 0.007390207767486572 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 128.26470969275468 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.840556464978118e-08, | |
| "ram": 4.8328358003454375e-08, | |
| "gpu": 1.615299799701494e-07, | |
| "total": 2.9826390262338495e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3352735.584844441 | |
| } | |
| } | |
| } | |
| } |