
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
8849723
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": 66697.25696, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.220-209.869.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": "4.44.0", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.0", | |
"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": 720.723968, | |
"max_global_vram": 1185.415168, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.37152 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.1161611328125, | |
"mean": 7.1161611328125, | |
"stdev": 0.0, | |
"p50": 7.1161611328125, | |
"p90": 7.1161611328125, | |
"p95": 7.1161611328125, | |
"p99": 7.1161611328125, | |
"values": [ | |
7.1161611328125 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.87272145833467e-07, | |
"ram": 4.708371798606236e-07, | |
"gpu": 1.6122235120003686e-06, | |
"total": 2.970332837694459e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 919.47008, | |
"max_global_vram": 1195.900928, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 509.038592 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 137, | |
"total": 1.0021679992675783, | |
"mean": 0.007315094885164803, | |
"stdev": 0.00033161645797979245, | |
"p50": 0.0074741759300231934, | |
"p90": 0.007649484729766846, | |
"p95": 0.007756569766998291, | |
"p99": 0.007877743282318115, | |
"values": [ | |
0.007839744091033935, | |
0.00775267219543457, | |
0.007816192150115966, | |
0.007772160053253174, | |
0.007741439819335938, | |
0.007696383953094482, | |
0.0076574721336364745, | |
0.007548927783966064, | |
0.007514111995697022, | |
0.00758681583404541, | |
0.007262207984924316, | |
0.007214079856872559, | |
0.007872479915618897, | |
0.007557119846343994, | |
0.007659520149230957, | |
0.007615488052368164, | |
0.0075970559120178225, | |
0.0075632638931274416, | |
0.007532544136047363, | |
0.007560192108154297, | |
0.007622655868530274, | |
0.007599103927612305, | |
0.0075939841270446775, | |
0.007614463806152344, | |
0.007625728130340576, | |
0.007532544136047363, | |
0.007546879768371582, | |
0.007539711952209473, | |
0.007585792064666748, | |
0.007475135803222656, | |
0.007469056129455566, | |
0.007498752117156982, | |
0.007508992195129394, | |
0.007527423858642578, | |
0.007543807983398438, | |
0.00749567985534668, | |
0.007558144092559814, | |
0.007575551986694336, | |
0.007620607852935791, | |
0.007579648017883301, | |
0.0075304961204528805, | |
0.00744755220413208, | |
0.007505919933319092, | |
0.007666687965393066, | |
0.007841792106628418, | |
0.007570432186126709, | |
0.007532544136047363, | |
0.007449600219726562, | |
0.007512063980102539, | |
0.007535615921020508, | |
0.007566336154937744, | |
0.007483391761779785, | |
0.0074741759300231934, | |
0.007550975799560547, | |
0.0075038719177246095, | |
0.007488512039184571, | |
0.007880703926086426, | |
0.007544832229614258, | |
0.00764415979385376, | |
0.007618559837341309, | |
0.007568384170532226, | |
0.007588863849639893, | |
0.007523263931274414, | |
0.007549952030181885, | |
0.007561215877532959, | |
0.007488512039184571, | |
0.007575551986694336, | |
0.007450623989105225, | |
0.0074403839111328125, | |
0.0073134078979492185, | |
0.0074700798988342285, | |
0.00749567985534668, | |
0.007275519847869873, | |
0.007238656044006348, | |
0.007308288097381592, | |
0.007318528175354004, | |
0.007375840187072754, | |
0.007555071830749512, | |
0.007575551986694336, | |
0.007542784214019775, | |
0.0076574721336364745, | |
0.007476223945617676, | |
0.007311359882354736, | |
0.007967743873596191, | |
0.007274432182312012, | |
0.007117824077606201, | |
0.007155712127685547, | |
0.007111680030822754, | |
0.007068672180175781, | |
0.007051263809204102, | |
0.007076863765716553, | |
0.00709119987487793, | |
0.007049183845520019, | |
0.00705836820602417, | |
0.0071495680809020995, | |
0.0070860800743103025, | |
0.007077888011932373, | |
0.007048192024230957, | |
0.007077888011932373, | |
0.00708403205871582, | |
0.007069695949554444, | |
0.007061503887176514, | |
0.007065599918365479, | |
0.007070720195770264, | |
0.0070553598403930665, | |
0.007081984043121338, | |
0.007069695949554444, | |
0.007060480117797851, | |
0.007010303974151612, | |
0.006938623905181885, | |
0.006980607986450196, | |
0.006739967823028564, | |
0.006749184131622315, | |
0.0067348480224609375, | |
0.00693452787399292, | |
0.006773759841918945, | |
0.006758399963378906, | |
0.006773759841918945, | |
0.0068351998329162595, | |
0.006815743923187256, | |
0.006785088062286377, | |
0.0067983040809631344, | |
0.006793216228485107, | |
0.006776832103729248, | |
0.006776832103729248, | |
0.006816768169403077, | |
0.0068249602317810056, | |
0.006779903888702392, | |
0.006849535942077637, | |
0.006803455829620361, | |
0.006781951904296875, | |
0.006800415992736816, | |
0.0067983360290527345, | |
0.006780928134918213, | |
0.006773759841918945, | |
0.006833151817321777, | |
0.006785024166107178 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 136.70362663757447 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.341545999608546e-08, | |
"ram": 4.560696485179188e-08, | |
"gpu": 1.5275638198591554e-07, | |
"total": 2.817788068337929e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3548882.938488165 | |
} | |
} | |
} | |
} |