
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
14056ee
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+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-5.10.223-211.872.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": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.1", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 787.185664, | |
"max_global_vram": 1185.415168, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.37152 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.4436689453125, | |
"mean": 7.4436689453125, | |
"stdev": 0.0, | |
"p50": 7.4436689453125, | |
"p90": 7.4436689453125, | |
"p95": 7.4436689453125, | |
"p99": 7.4436689453125, | |
"values": [ | |
7.4436689453125 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.032642229167701e-07, | |
"ram": 4.6370151807380537e-07, | |
"gpu": 1.651945765999887e-06, | |
"total": 3.0189115069904628e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1082.69568, | |
"max_global_vram": 1195.900928, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 509.038592 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 133, | |
"total": 0.9967472305297851, | |
"mean": 0.0074943400791713174, | |
"stdev": 0.000194283660779008, | |
"p50": 0.007478271961212158, | |
"p90": 0.007673452854156494, | |
"p95": 0.007852441596984864, | |
"p99": 0.008228413772583008, | |
"values": [ | |
0.007993343830108643, | |
0.007913472175598145, | |
0.007844863891601562, | |
0.007845888137817383, | |
0.007808000087738037, | |
0.007769087791442871, | |
0.008283136367797851, | |
0.007448575973510742, | |
0.007235583782196045, | |
0.007262176036834717, | |
0.007218175888061523, | |
0.007219200134277344, | |
0.007218207836151123, | |
0.007216127872467041, | |
0.007202816009521484, | |
0.007188479900360107, | |
0.007197696208953858, | |
0.007319551944732666, | |
0.007198719978332519, | |
0.007178239822387696, | |
0.007163904190063477, | |
0.0071823358535766605, | |
0.007196671962738037, | |
0.007201791763305664, | |
0.007200767993927002, | |
0.007161856174468994, | |
0.007209983825683594, | |
0.007187456130981445, | |
0.007194623947143554, | |
0.0076277761459350585, | |
0.007514111995697022, | |
0.00748854398727417, | |
0.007455743789672851, | |
0.007507967948913574, | |
0.007510015964508057, | |
0.0074997758865356446, | |
0.007469024181365967, | |
0.007464960098266602, | |
0.0075345921516418455, | |
0.0075038719177246095, | |
0.007631872177124023, | |
0.007887872219085693, | |
0.007674880027770996, | |
0.0074793601036071775, | |
0.007461887836456299, | |
0.007678976058959961, | |
0.007498752117156982, | |
0.007517151832580567, | |
0.007451648235321045, | |
0.007465983867645264, | |
0.007451648235321045, | |
0.0074700798988342285, | |
0.007473152160644531, | |
0.007463935852050781, | |
0.0074700798988342285, | |
0.007463903903961182, | |
0.008112128257751466, | |
0.00774348783493042, | |
0.007635007858276368, | |
0.007532544136047363, | |
0.007862271785736084, | |
0.008347647666931152, | |
0.007656447887420655, | |
0.007463935852050781, | |
0.007486464023590088, | |
0.007507967948913574, | |
0.0074997758865356446, | |
0.007478271961212158, | |
0.007469056129455566, | |
0.007465983867645264, | |
0.007540736198425293, | |
0.00744755220413208, | |
0.0074926080703735356, | |
0.007457791805267334, | |
0.007463935852050781, | |
0.007479296207427978, | |
0.007482367992401123, | |
0.007510015964508057, | |
0.007561215877532959, | |
0.00744652795791626, | |
0.007472127914428711, | |
0.007507999897003174, | |
0.007526400089263916, | |
0.007528448104858398, | |
0.007502848148345947, | |
0.007469056129455566, | |
0.007455743789672851, | |
0.007444479942321777, | |
0.00744652795791626, | |
0.0075304961204528805, | |
0.0074741759300231934, | |
0.007667744159698486, | |
0.007510015964508057, | |
0.007505919933319092, | |
0.007471072196960449, | |
0.007525375843048096, | |
0.007431168079376221, | |
0.0074741759300231934, | |
0.007455743789672851, | |
0.007577600002288819, | |
0.007483391761779785, | |
0.007472127914428711, | |
0.007531519889831543, | |
0.007501823902130127, | |
0.007513088226318359, | |
0.007472127914428711, | |
0.007547904014587403, | |
0.007609344005584716, | |
0.007449567794799805, | |
0.007543807983398438, | |
0.007415775775909424, | |
0.007498752117156982, | |
0.007448575973510742, | |
0.007480319976806641, | |
0.007491583824157715, | |
0.007513088226318359, | |
0.0074403839111328125, | |
0.0075304961204528805, | |
0.007457791805267334, | |
0.0075027837753295894, | |
0.007565311908721924, | |
0.00742195177078247, | |
0.007448575973510742, | |
0.007560192108154297, | |
0.007490560054779053, | |
0.007532544136047363, | |
0.007649280071258545, | |
0.007464960098266602, | |
0.007445504188537597, | |
0.007442431926727295, | |
0.007414783954620361, | |
0.0074711041450500485, | |
0.007437312126159668 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 133.43403013952556 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.631175223430134e-08, | |
"ram": 4.6980524138420916e-08, | |
"gpu": 1.5977871075362064e-07, | |
"total": 2.930709871263429e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3412142.600007349 | |
} | |
} | |
} | |
} |