
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
409512c
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cu121", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-classification", | |
"library": "transformers", | |
"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, | |
"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", | |
"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": "0.2.1", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.42.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.31.0", | |
"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": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 902.418432, | |
"max_global_vram": 1195.900928, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 508.993536 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 157, | |
"total": 1.0011073265075685, | |
"mean": 0.006376479786672411, | |
"stdev": 0.0001767695489235051, | |
"p50": 0.006434815883636475, | |
"p90": 0.006492159843444824, | |
"p95": 0.0065445887565612785, | |
"p99": 0.006815375518798828, | |
"values": [ | |
0.007571455955505371, | |
0.006818816184997558, | |
0.006623231887817383, | |
0.006500351905822754, | |
0.006482944011688232, | |
0.0064849920272827145, | |
0.006456319808959961, | |
0.006470655918121338, | |
0.006482944011688232, | |
0.006455296039581298, | |
0.006487040042877197, | |
0.006435840129852295, | |
0.006445055961608887, | |
0.006481919765472412, | |
0.0064471039772033695, | |
0.006462463855743408, | |
0.0064778242111206055, | |
0.006432767868041992, | |
0.006463488101959228, | |
0.0064553279876708985, | |
0.0064767999649047855, | |
0.006451200008392334, | |
0.006462463855743408, | |
0.00648089599609375, | |
0.006456319808959961, | |
0.00643891191482544, | |
0.0064767999649047855, | |
0.006458367824554443, | |
0.006478847980499268, | |
0.0064737281799316405, | |
0.006446080207824707, | |
0.006474783897399902, | |
0.006460415840148926, | |
0.00648089599609375, | |
0.00648089599609375, | |
0.006462463855743408, | |
0.0064778242111206055, | |
0.0065136318206787105, | |
0.006503424167633057, | |
0.006471680164337158, | |
0.006462463855743408, | |
0.006451200008392334, | |
0.006466559886932373, | |
0.006458367824554443, | |
0.006479872226715088, | |
0.006472703933715821, | |
0.006452223777770996, | |
0.006479872226715088, | |
0.006463488101959228, | |
0.0064204797744750975, | |
0.006450175762176514, | |
0.006446080207824707, | |
0.006437888145446777, | |
0.00643891191482544, | |
0.00641539192199707, | |
0.006487040042877197, | |
0.00643071985244751, | |
0.006421504020690918, | |
0.006561791896820069, | |
0.006469632148742676, | |
0.006492159843444824, | |
0.006456319808959961, | |
0.006495232105255127, | |
0.006461440086364746, | |
0.006812672138214112, | |
0.006434815883636475, | |
0.006574079990386963, | |
0.006442944049835205, | |
0.006492159843444824, | |
0.006418432235717773, | |
0.006415359973907471, | |
0.006440959930419922, | |
0.006354944229125976, | |
0.006409215927124024, | |
0.006540287971496582, | |
0.006449151992797852, | |
0.006618112087249756, | |
0.006471680164337158, | |
0.006432767868041992, | |
0.006426623821258545, | |
0.006433792114257812, | |
0.006451136112213135, | |
0.006474783897399902, | |
0.006428671836853027, | |
0.006500351905822754, | |
0.006725632190704346, | |
0.006371327877044678, | |
0.006450175762176514, | |
0.006418432235717773, | |
0.0064767999649047855, | |
0.006459392070770263, | |
0.0064133119583129885, | |
0.0064215359687805175, | |
0.006384640216827392, | |
0.0062975997924804685, | |
0.00643891191482544, | |
0.006346752166748047, | |
0.0064471039772033695, | |
0.006415359973907471, | |
0.006401055812835693, | |
0.006418432235717773, | |
0.006203392028808594, | |
0.006206399917602539, | |
0.006198272228240966, | |
0.006187007904052734, | |
0.006510560035705566, | |
0.006307839870452881, | |
0.006218751907348633, | |
0.00619212818145752, | |
0.006325247764587402, | |
0.0061931519508361815, | |
0.006278143882751465, | |
0.006296576023101807, | |
0.006207488059997559, | |
0.006218751907348633, | |
0.006191103935241699, | |
0.00620851182937622, | |
0.006209536075592041, | |
0.006176767826080322, | |
0.006214655876159668, | |
0.0062044157981872555, | |
0.006210559844970703, | |
0.0061521921157836916, | |
0.006198272228240966, | |
0.0061224961280822755, | |
0.00613478422164917, | |
0.00612556791305542, | |
0.0061521921157836916, | |
0.006139904022216797, | |
0.006115327835083008, | |
0.006138879776000977, | |
0.006130688190460205, | |
0.00613478422164917, | |
0.006116352081298828, | |
0.006137792110443115, | |
0.006196224212646485, | |
0.006220799922943115, | |
0.006198272228240966, | |
0.0062259202003479, | |
0.00622489595413208, | |
0.006182911872863769, | |
0.006202367782592774, | |
0.006194176197052002, | |
0.006213632106781006, | |
0.006228991985321045, | |
0.006189055919647217, | |
0.00618393611907959, | |
0.006210559844970703, | |
0.006202367782592774, | |
0.006184959888458252, | |
0.0061296639442443845, | |
0.006137856006622314, | |
0.006137856006622314, | |
0.006124544143676758, | |
0.006145023822784424, | |
0.00612556791305542, | |
0.006146048069000244 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 156.8263420343803 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 7.327386422085338e-08, | |
"ram": 4.0061591616665294e-08, | |
"gpu": 1.3564311262962752e-07, | |
"total": 2.489785684671462e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 4016409.9510916513 | |
} | |
} | |
} | |
} |