IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
684782b
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+cu124", | |
| "_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": {}, | |
| "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": 66697.261056, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.224-212.876.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": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "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": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 798.875648, | |
| "max_global_vram": 1192.7552, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.97052001953125, | |
| "mean": 7.97052001953125, | |
| "stdev": 0.0, | |
| "p50": 7.97052001953125, | |
| "p90": 7.97052001953125, | |
| "p95": 7.97052001953125, | |
| "p99": 7.97052001953125, | |
| "values": [ | |
| 7.97052001953125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 2.313926902778718e-06, | |
| "ram": 1.2493756452016848e-06, | |
| "gpu": 3.553891731999763e-06, | |
| "total": 7.117194279980165e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1094.959104, | |
| "max_global_vram": 1203.24096, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 129, | |
| "total": 0.9990449585914614, | |
| "mean": 0.007744534562724505, | |
| "stdev": 0.00036949793718827, | |
| "p50": 0.007699456214904785, | |
| "p90": 0.008034662246704101, | |
| "p95": 0.008179097747802733, | |
| "p99": 0.009059336509704589, | |
| "values": [ | |
| 0.00799129581451416, | |
| 0.00775270414352417, | |
| 0.007708672046661377, | |
| 0.007697408199310303, | |
| 0.007687136173248291, | |
| 0.007628799915313721, | |
| 0.007656447887420655, | |
| 0.007565311908721924, | |
| 0.007521279811859131, | |
| 0.007620607852935791, | |
| 0.007521312236785888, | |
| 0.0075008001327514645, | |
| 0.0075049281120300295, | |
| 0.007400447845458984, | |
| 0.007394303798675537, | |
| 0.007486464023590088, | |
| 0.0074332160949707035, | |
| 0.007510015964508057, | |
| 0.0075673599243164065, | |
| 0.0075335679054260255, | |
| 0.007522304058074952, | |
| 0.00748038387298584, | |
| 0.007494656085968018, | |
| 0.007481344223022461, | |
| 0.0074926080703735356, | |
| 0.007480319976806641, | |
| 0.007523295879364014, | |
| 0.007699456214904785, | |
| 0.008219648361206054, | |
| 0.007916543960571289, | |
| 0.007979008197784423, | |
| 0.007987103939056396, | |
| 0.008333312034606934, | |
| 0.007974912166595459, | |
| 0.007904255867004394, | |
| 0.007990272045135497, | |
| 0.008052736282348634, | |
| 0.008033280372619628, | |
| 0.007929855823516846, | |
| 0.007929855823516846, | |
| 0.007897088050842285, | |
| 0.007929855823516846, | |
| 0.008010751724243164, | |
| 0.008036352157592774, | |
| 0.008027135848999023, | |
| 0.008003583908081055, | |
| 0.007939072132110595, | |
| 0.007944128036499024, | |
| 0.00795750379562378, | |
| 0.008011775970458984, | |
| 0.007993311882019042, | |
| 0.007941152095794678, | |
| 0.008048640251159669, | |
| 0.007984127998352051, | |
| 0.007941120147705078, | |
| 0.00793497610092163, | |
| 0.007994400024414063, | |
| 0.007989247798919678, | |
| 0.007988224029541016, | |
| 0.007882751941680909, | |
| 0.007890944004058837, | |
| 0.007955455780029297, | |
| 0.007929855823516846, | |
| 0.007896063804626464, | |
| 0.007890944004058837, | |
| 0.007970816135406494, | |
| 0.008037376403808593, | |
| 0.00801587200164795, | |
| 0.008034239768981934, | |
| 0.008104960441589355, | |
| 0.00801478385925293, | |
| 0.008751104354858399, | |
| 0.007995391845703125, | |
| 0.007920639991760254, | |
| 0.008006655693054199, | |
| 0.007928832054138184, | |
| 0.007896063804626464, | |
| 0.007862271785736084, | |
| 0.007762944221496582, | |
| 0.007890944004058837, | |
| 0.007823359966278077, | |
| 0.007624703884124756, | |
| 0.00757862377166748, | |
| 0.008118271827697754, | |
| 0.008940544128417969, | |
| 0.009004063606262207, | |
| 0.00908083152770996, | |
| 0.009176063537597656, | |
| 0.00774451208114624, | |
| 0.007456768035888672, | |
| 0.007479328155517578, | |
| 0.007425024032592774, | |
| 0.007954432010650634, | |
| 0.007450623989105225, | |
| 0.007582719802856445, | |
| 0.007318528175354004, | |
| 0.007307263851165771, | |
| 0.007303167819976806, | |
| 0.0073359360694885255, | |
| 0.007308256149291992, | |
| 0.007480319976806641, | |
| 0.00728166389465332, | |
| 0.007233535766601563, | |
| 0.007323647975921631, | |
| 0.007261184215545655, | |
| 0.007383039951324463, | |
| 0.00738918399810791, | |
| 0.0074035201072692874, | |
| 0.007384064197540283, | |
| 0.007383039951324463, | |
| 0.007395328044891358, | |
| 0.0073994240760803225, | |
| 0.00739737606048584, | |
| 0.007368703842163086, | |
| 0.007415808200836181, | |
| 0.0074065918922424315, | |
| 0.007418879985809326, | |
| 0.007393280029296875, | |
| 0.007390207767486572, | |
| 0.007407616138458252, | |
| 0.007409664154052734, | |
| 0.007398399829864502, | |
| 0.0073768959045410155, | |
| 0.007414783954620361, | |
| 0.007398399829864502, | |
| 0.007392255783081054, | |
| 0.007364607810974121, | |
| 0.0074291200637817386, | |
| 0.008012800216674805 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 129.12331811560833 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.791163118827175e-08, | |
| "ram": 4.8041229783415946e-08, | |
| "gpu": 1.6997132939259216e-07, | |
| "total": 3.0592419036427984e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3268783.6774504427 | |
| } | |
| } | |
| } | |
| } |