
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
3fd02cb
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": 799.739904, | |
"max_global_vram": 1192.7552, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.37152 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.02007666015625, | |
"mean": 8.02007666015625, | |
"stdev": 0.0, | |
"p50": 8.02007666015625, | |
"p90": 8.02007666015625, | |
"p95": 8.02007666015625, | |
"p99": 8.02007666015625, | |
"values": [ | |
8.02007666015625 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 2.3630796638890673e-06, | |
"ram": 1.2751033778130705e-06, | |
"gpu": 3.302502641999803e-06, | |
"total": 6.940685683701941e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1095.282688, | |
"max_global_vram": 1203.24096, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 509.038592 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 131, | |
"total": 1.0024589099884031, | |
"mean": 0.007652358091514529, | |
"stdev": 0.0001743945975582852, | |
"p50": 0.007622655868530274, | |
"p90": 0.007898111820220948, | |
"p95": 0.007928831815719604, | |
"p99": 0.008318361568450923, | |
"values": [ | |
0.00791756820678711, | |
0.007913472175598145, | |
0.007874495983123779, | |
0.007875584125518798, | |
0.007846911907196046, | |
0.007738368034362793, | |
0.007643104076385498, | |
0.007684095859527588, | |
0.007666687965393066, | |
0.007620607852935791, | |
0.00766048002243042, | |
0.007665664196014404, | |
0.007634912014007568, | |
0.007554048061370849, | |
0.007575551986694336, | |
0.007613440036773681, | |
0.007625728130340576, | |
0.007659520149230957, | |
0.007602208137512207, | |
0.007693312168121338, | |
0.007683008193969726, | |
0.00764518404006958, | |
0.007659520149230957, | |
0.007621632099151611, | |
0.007714816093444824, | |
0.007677951812744141, | |
0.007708703994750977, | |
0.0076984319686889645, | |
0.007679999828338623, | |
0.00764518404006958, | |
0.007675903797149658, | |
0.007638016223907471, | |
0.007654399871826172, | |
0.007654399871826172, | |
0.007584767818450928, | |
0.00757862377166748, | |
0.007576576232910156, | |
0.007606272220611572, | |
0.00760319995880127, | |
0.007726079940795898, | |
0.007616511821746826, | |
0.007585792064666748, | |
0.007620607852935791, | |
0.007651328086853027, | |
0.007685120105743408, | |
0.007688191890716553, | |
0.007635968208312988, | |
0.007651328086853027, | |
0.007581696033477783, | |
0.007571455955505371, | |
0.007662591934204102, | |
0.007661503791809082, | |
0.0075939841270446775, | |
0.00764518404006958, | |
0.007629824161529541, | |
0.007549952030181885, | |
0.00774348783493042, | |
0.00773632001876831, | |
0.007525375843048096, | |
0.00760319995880127, | |
0.007673855781555176, | |
0.007607295989990235, | |
0.007605247974395752, | |
0.00760422420501709, | |
0.0076308479309082035, | |
0.007622655868530274, | |
0.007932928085327149, | |
0.007888895988464355, | |
0.007931903839111328, | |
0.007993343830108643, | |
0.007913472175598145, | |
0.00790835189819336, | |
0.007925759792327881, | |
0.007861248016357422, | |
0.007642111778259277, | |
0.007618559837341309, | |
0.0075038719177246095, | |
0.007558144092559814, | |
0.007563295841217041, | |
0.007509024143218994, | |
0.007773183822631836, | |
0.007683072090148926, | |
0.007748608112335205, | |
0.00795136022567749, | |
0.007648255825042725, | |
0.007491583824157715, | |
0.007481311798095703, | |
0.008073216438293456, | |
0.007864319801330566, | |
0.007898111820220948, | |
0.00785920000076294, | |
0.007907360076904298, | |
0.008523776054382324, | |
0.008423423767089844, | |
0.007488512039184571, | |
0.007267327785491944, | |
0.0072468481063842774, | |
0.007414783954620361, | |
0.007516160011291504, | |
0.007531519889831543, | |
0.007649280071258545, | |
0.007543807983398438, | |
0.007519167900085449, | |
0.007648255825042725, | |
0.007616511821746826, | |
0.00757862377166748, | |
0.007618559837341309, | |
0.007618559837341309, | |
0.007519231796264648, | |
0.007497727870941162, | |
0.007475200176239013, | |
0.007498752117156982, | |
0.007461887836456299, | |
0.007576576232910156, | |
0.007527423858642578, | |
0.007510015964508057, | |
0.007491583824157715, | |
0.007485439777374267, | |
0.007506944179534912, | |
0.007481344223022461, | |
0.007479296207427978, | |
0.0074403839111328125, | |
0.007423999786376953, | |
0.0074967041015625, | |
0.0074700479507446285, | |
0.00748748779296875, | |
0.007497727870941162, | |
0.007581696033477783, | |
0.007589951992034912, | |
0.007566336154937744, | |
0.007575551986694336 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 130.67867290592034 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.870380478337309e-08, | |
"ram": 4.8470988839705894e-08, | |
"gpu": 1.6228661407462742e-07, | |
"total": 2.994614076977064e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3339328.4553362466 | |
} | |
} | |
} | |
} |