{ "config": { "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.2.2+rocm5.7", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "multiple-choice", "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": 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": "error", "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7763 64-Core Processor", "cpu_count": 128, "cpu_ram_mb": 1082015.236096, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.12", "gpu": [ "Advanced Micro Devices, Inc. [AMD/ATI]" ], "gpu_count": 1, "gpu_vram_mb": 68702699520, "optimum_benchmark_version": "0.3.0", "optimum_benchmark_commit": "748abd0c7ac21cfb1798768cad39007b466ce8e8", "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": 1004.675072, "max_global_vram": 899.100672, "max_process_vram": 200687.804416, "max_reserved": 555.74528, "max_allocated": 499.507712 }, "latency": { "unit": "s", "count": 118, "total": 1.001658578872681, "mean": 0.008488632024344751, "stdev": 9.822969229939478e-05, "p50": 0.00847003984451294, "p90": 0.008629062938690186, "p95": 0.008666486120224, "p99": 0.008750708103179931, "values": [ 0.008424919128417968, 0.00844204044342041, 0.008435958862304688, 0.008415960311889648, 0.008517559051513673, 0.008484599113464355, 0.008630518913269042, 0.00853947925567627, 0.008489079475402832, 0.008473078727722167, 0.00846172046661377, 0.0085225191116333, 0.008460279464721679, 0.008481719970703124, 0.008456439971923828, 0.0085225191116333, 0.008460279464721679, 0.008465239524841309, 0.008429400444030762, 0.008460760116577148, 0.008421719551086426, 0.00845259952545166, 0.008453880310058594, 0.008558198928833008, 0.008704758644104004, 0.008624117851257324, 0.008655959129333497, 0.008624917984008789, 0.008603158950805665, 0.008542678833007812, 0.008535320281982423, 0.00847115993499756, 0.008484119415283204, 0.008500759124755859, 0.008482359886169433, 0.008447159767150879, 0.008480439186096192, 0.008434679985046387, 0.00847067928314209, 0.008665718078613282, 0.008618199348449707, 0.008580759048461914, 0.008534038543701172, 0.008516279220581055, 0.008587799072265624, 0.008547639846801758, 0.008528920173645019, 0.008558999061584473, 0.008512920379638671, 0.008469400405883789, 0.008454198837280274, 0.008461239814758301, 0.008440759658813477, 0.008403800010681152, 0.008494839668273926, 0.00868699836730957, 0.008632119178771974, 0.008529239654541016, 0.008599159240722656, 0.008670838356018066, 0.008696599006652832, 0.008760119438171387, 0.008646839141845703, 0.008602039337158203, 0.008587638854980468, 0.00858267879486084, 0.008473719596862793, 0.008411640167236329, 0.008435640335083008, 0.008384599685668945, 0.008411160469055176, 0.008354200363159179, 0.008430039405822754, 0.00843723964691162, 0.008421238899230956, 0.00838107967376709, 0.008364279747009278, 0.008353879928588867, 0.008582999229431152, 0.008797238349914551, 0.008628438949584961, 0.008536918640136719, 0.008514199256896973, 0.008529878616333008, 0.008414360046386718, 0.00836396026611328, 0.00843276023864746, 0.008534198760986328, 0.008554518699645996, 0.008488119125366211, 0.008444600105285645, 0.00843179988861084, 0.008444600105285645, 0.008435319900512696, 0.008452439308166504, 0.008435319900512696, 0.008458998680114746, 0.008475000381469727, 0.00843723964691162, 0.008364919662475587, 0.008508599281311036, 0.008429880142211915, 0.008388119697570801, 0.008360440254211426, 0.008291319847106933, 0.008365240097045899, 0.00835692024230957, 0.008331159591674804, 0.008319319725036621, 0.008302200317382812, 0.008366680145263672, 0.008385720252990723, 0.008398037910461426, 0.008389880180358886, 0.00866507911682129, 0.008480759620666503, 0.008408759117126465, 0.008401399612426757 ] }, "throughput": { "unit": "samples/s", "value": 117.80461175983079 }, "energy": null, "efficiency": null } } }