IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
3f07d22
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": {}, | |
| "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": "4.43.3", | |
| "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": 718.798848, | |
| "max_global_vram": 1185.415168, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.250294921875, | |
| "mean": 7.250294921875, | |
| "stdev": 0.0, | |
| "p50": 7.250294921875, | |
| "p90": 7.250294921875, | |
| "p95": 7.250294921875, | |
| "p99": 7.250294921875, | |
| "values": [ | |
| 7.250294921875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.929943044980367e-07, | |
| "ram": 4.615018768509079e-07, | |
| "gpu": 1.6302790820004257e-06, | |
| "total": 2.98477526334937e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 918.499328, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 135, | |
| "total": 0.9992987227439883, | |
| "mean": 0.007402212761066578, | |
| "stdev": 0.00032458107441174033, | |
| "p50": 0.007456704139709473, | |
| "p90": 0.00771850233078003, | |
| "p95": 0.007783833503723144, | |
| "p99": 0.008602972450256346, | |
| "values": [ | |
| 0.007789567947387695, | |
| 0.007762944221496582, | |
| 0.00773529577255249, | |
| 0.007781375885009765, | |
| 0.007759871959686279, | |
| 0.007602176189422607, | |
| 0.007560192108154297, | |
| 0.007600128173828125, | |
| 0.007540736198425293, | |
| 0.007559167861938477, | |
| 0.007286784172058106, | |
| 0.007411712169647216, | |
| 0.0071792640686035155, | |
| 0.007179296016693116, | |
| 0.007238656044006348, | |
| 0.007865344047546387, | |
| 0.007667712211608887, | |
| 0.00759603214263916, | |
| 0.0075980801582336424, | |
| 0.007518208026885987, | |
| 0.0075838079452514645, | |
| 0.00765235185623169, | |
| 0.007581696033477783, | |
| 0.007544832229614258, | |
| 0.007542784214019775, | |
| 0.007625728130340576, | |
| 0.007525375843048096, | |
| 0.007515135765075683, | |
| 0.0075642881393432615, | |
| 0.007566336154937744, | |
| 0.0074535999298095705, | |
| 0.00744755220413208, | |
| 0.007463935852050781, | |
| 0.007498752117156982, | |
| 0.00744652795791626, | |
| 0.007535552024841309, | |
| 0.007482367992401123, | |
| 0.007602176189422607, | |
| 0.007693312168121338, | |
| 0.007615488052368164, | |
| 0.007628799915313721, | |
| 0.007549952030181885, | |
| 0.007456704139709473, | |
| 0.007494656085968018, | |
| 0.007585792064666748, | |
| 0.00752950382232666, | |
| 0.0074967041015625, | |
| 0.007548927783966064, | |
| 0.007437312126159668, | |
| 0.007455743789672851, | |
| 0.00748748779296875, | |
| 0.007460864067077637, | |
| 0.007610367774963379, | |
| 0.007798783779144287, | |
| 0.007452672004699707, | |
| 0.007469056129455566, | |
| 0.00742195177078247, | |
| 0.007516160011291504, | |
| 0.007482367992401123, | |
| 0.0075643200874328615, | |
| 0.007758848190307617, | |
| 0.007611392021179199, | |
| 0.007966720104217529, | |
| 0.008231936454772949, | |
| 0.008794112205505371, | |
| 0.00921497631072998, | |
| 0.007638016223907471, | |
| 0.0076277761459350585, | |
| 0.007580639839172364, | |
| 0.007491583824157715, | |
| 0.007371776103973389, | |
| 0.007313375949859619, | |
| 0.007526400089263916, | |
| 0.007473152160644531, | |
| 0.007236608028411865, | |
| 0.007177216053009033, | |
| 0.007154687881469727, | |
| 0.007352320194244385, | |
| 0.007461887836456299, | |
| 0.007507967948913574, | |
| 0.007513023853302002, | |
| 0.007600128173828125, | |
| 0.007650303840637207, | |
| 0.007778304100036621, | |
| 0.007747519969940186, | |
| 0.007187456130981445, | |
| 0.007070720195770264, | |
| 0.007181312084197998, | |
| 0.007087103843688965, | |
| 0.007122943878173828, | |
| 0.007061503887176514, | |
| 0.00713318395614624, | |
| 0.0070860800743103025, | |
| 0.007123968124389648, | |
| 0.007106560230255127, | |
| 0.007081984043121338, | |
| 0.007090176105499267, | |
| 0.007101439952850342, | |
| 0.007142399787902832, | |
| 0.007053311824798584, | |
| 0.007138304233551026, | |
| 0.007074816226959229, | |
| 0.007053311824798584, | |
| 0.007069695949554444, | |
| 0.007065599918365479, | |
| 0.0070860800743103025, | |
| 0.007039999961853028, | |
| 0.007143360137939453, | |
| 0.007061503887176514, | |
| 0.007087103843688965, | |
| 0.007079936027526855, | |
| 0.007088128089904785, | |
| 0.007079936027526855, | |
| 0.007039999961853028, | |
| 0.007045119762420654, | |
| 0.007071743965148926, | |
| 0.007093247890472412, | |
| 0.007047167778015137, | |
| 0.007070720195770264, | |
| 0.007069695949554444, | |
| 0.0074926080703735356, | |
| 0.0071526398658752445, | |
| 0.007066624164581299, | |
| 0.0070891518592834475, | |
| 0.007104512214660645, | |
| 0.007104479789733887, | |
| 0.007094272136688232, | |
| 0.00707583999633789, | |
| 0.007123968124389648, | |
| 0.007074816226959229, | |
| 0.0070860800743103025, | |
| 0.00709119987487793, | |
| 0.007047167778015137, | |
| 0.00707583999633789, | |
| 0.007080959796905518 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 135.09473886777485 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.077939531610306e-08, | |
| "ram": 4.4167580579299836e-08, | |
| "gpu": 1.510054118095222e-07, | |
| "total": 2.7595238770492513e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3623813.5437671817 | |
| } | |
| } | |
| } | |
| } |