{ "config": { "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.3.1+rocm5.7", "_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": "6", "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": false, "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": "warn", "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7763 64-Core Processor", "cpu_count": 128, "cpu_ram_mb": 1082015.256576, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.12", "gpu": [ "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]" ], "gpu_count": 8, "gpu_vram_mb": 549621596160, "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": 1078.140928, "max_global_vram": 68702.69952, "max_process_vram": 44912.541696, "max_reserved": 555.74528, "max_allocated": 499.37152 }, "latency": { "unit": "s", "count": 1, "total": 8.478630859375, "mean": 8.478630859375, "stdev": 0.0, "p50": 8.478630859375, "p90": 8.478630859375, "p95": 8.478630859375, "p99": 8.478630859375, "values": [ 8.478630859375 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1195.352064, "max_global_vram": 68702.69952, "max_process_vram": 242334.732288, "max_reserved": 555.74528, "max_allocated": 499.5072 }, "latency": { "unit": "s", "count": 122, "total": 0.9993410384654995, "mean": 0.008191319987422131, "stdev": 0.0015409613075808022, "p50": 0.008339849948883057, "p90": 0.008422250652313234, "p95": 0.008469801712036132, "p99": 0.014773857488632148, "values": [ 0.00840896987915039, 0.008372810363769531, 0.008357290267944337, 0.008398249626159668, 0.008366089820861816, 0.008345609664916992, 0.009521931648254394, 0.008421930313110351, 0.008455209732055664, 0.008469929695129394, 0.008464969635009766, 0.00857041072845459, 0.008451689720153808, 0.008477609634399414, 0.008486410140991212, 0.008405289649963378, 0.00838113021850586, 0.008353930473327636, 0.00837185001373291, 0.008403690338134765, 0.008364970207214356, 0.008377610206604004, 0.008375049591064453, 0.008370889663696288, 0.008350250244140624, 0.008340490341186524, 0.008360170364379882, 0.00833905029296875, 0.008351691246032715, 0.008349289894104004, 0.008345450401306152, 0.008349610328674316, 0.008377289772033692, 0.008370409965515137, 0.008349929809570313, 0.008371049880981446, 0.008379850387573242, 0.00838992977142334, 0.008396969795227052, 0.008422250747680665, 0.008390250205993653, 0.019758583068847656, 0.002486562967300415, 0.0044211258888244625, 0.008381609916687011, 0.008387370109558106, 0.008359210014343262, 0.008353449821472169, 0.008343850135803223, 0.008323209762573242, 0.008344809532165527, 0.008354089736938476, 0.008337289810180663, 0.00833920955657959, 0.008378890991210938, 0.008356010437011719, 0.008341930389404296, 0.008369770050048828, 0.008336970329284668, 0.008372810363769531, 0.008347049713134765, 0.008147689819335937, 0.007938088893890381, 0.008065130233764648, 0.007780008792877198, 0.007977610111236572, 0.007609768867492676, 0.0076377692222595215, 0.007566410064697266, 0.007596808910369873, 0.00752656888961792, 0.007583689212799072, 0.007573449134826661, 0.007547049045562744, 0.007591848850250244, 0.007705770015716553, 0.007544488906860352, 0.0077264089584350585, 0.007518568992614746, 0.007875050067901611, 0.007610408782958984, 0.00753040885925293, 0.007726889133453369, 0.016169939041137695, 0.002527843952178955, 0.007972168922424316, 0.007916969776153564, 0.008082408905029297, 0.00813105010986328, 0.007806409835815429, 0.008036648750305176, 0.007900969982147217, 0.007816809177398682, 0.007909130096435547, 0.007843849182128906, 0.007877769947052003, 0.007910569190979004, 0.007725769996643066, 0.007838249206542969, 0.007604488849639893, 0.007560489177703858, 0.007615368843078613, 0.0083331298828125, 0.00845249080657959, 0.008393610000610351, 0.008422249794006348, 0.008412010192871093, 0.00846737003326416, 0.008321450233459473, 0.008259209632873535, 0.008420010566711426, 0.008100488662719726, 0.008280329704284668, 0.008181449890136718, 0.00813296890258789, 0.008045129776000977, 0.008064648628234864, 0.008027050018310547, 0.00823104953765869, 0.007858088970184326, 0.007604650020599365, 0.007805609226226807 ] }, "throughput": { "unit": "samples/s", "value": 122.08044631823832 }, "energy": null, "efficiency": null } } }