{ "config": { "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.4.0+rocm6.1", "_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": 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": 1082015.256576, "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": "0.33.0", "accelerate_commit": null, "diffusers_version": "0.30.2", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.9", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 1389.109248, "max_global_vram": 11.145216, "max_process_vram": 0.0, "max_reserved": 555.74528, "max_allocated": 499.37152 }, "latency": { "unit": "s", "count": 1, "total": 7.75903271484375, "mean": 7.75903271484375, "stdev": 0.0, "p50": 7.75903271484375, "p90": 7.75903271484375, "p95": 7.75903271484375, "p99": 7.75903271484375, "values": [ 7.75903271484375 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1514.917888, "max_global_vram": 11.149312, "max_process_vram": 0.0, "max_reserved": 555.74528, "max_allocated": 499.5072 }, "latency": { "unit": "s", "count": 123, "total": 0.9949127125740053, "mean": 0.008088721240439066, "stdev": 0.00043408992441727116, "p50": 0.007873094081878662, "p90": 0.008848355102539063, "p95": 0.008872802543640135, "p99": 0.00891848575592041, "values": [ 0.008542692184448242, 0.008315652847290038, 0.008163812637329102, 0.008611010551452638, 0.008234692573547362, 0.008172133445739745, 0.00811469268798828, 0.00808253288269043, 0.008071332931518556, 0.007990533828735352, 0.007913894176483154, 0.007922853946685791, 0.00791853380203247, 0.007877254009246826, 0.007904454231262207, 0.00791469383239746, 0.007924613952636718, 0.0078820538520813, 0.007952293872833253, 0.007915174007415772, 0.007896933078765869, 0.00790925407409668, 0.00798237419128418, 0.00805389404296875, 0.008050373077392578, 0.008026212692260741, 0.007968133926391601, 0.007934693813323974, 0.01092284393310547, 0.008631011962890626, 0.00828989315032959, 0.008307332038879395, 0.008849571228027344, 0.008843490600585938, 0.008862050056457519, 0.008865891456604004, 0.008873570442199706, 0.008922850608825684, 0.008892930984497071, 0.008887649536132813, 0.008855010986328125, 0.008903010368347168, 0.00858205223083496, 0.008314533233642578, 0.00804381275177002, 0.007860774040222169, 0.007877893924713135, 0.007860774040222169, 0.007839014053344726, 0.007850214958190918, 0.007824934005737305, 0.007840933799743653, 0.00785517406463623, 0.007863014221191407, 0.007859653949737548, 0.007902853965759278, 0.007860454082489013, 0.007873894214630127, 0.007851974010467529, 0.007838533878326417, 0.007873094081878662, 0.007865893840789794, 0.007844933986663818, 0.007844453811645507, 0.007861093997955322, 0.007855494022369385, 0.007845253944396972, 0.007834854125976563, 0.008394051551818847, 0.008207972526550294, 0.00832893180847168, 0.007927494049072266, 0.007837093830108643, 0.007835494041442872, 0.00784973382949829, 0.007825095176696778, 0.00786621379852295, 0.007846854209899902, 0.007857093811035156, 0.007832454204559327, 0.007818213939666748, 0.007808773994445801, 0.007834854125976563, 0.007815494060516357, 0.007824453830718994, 0.007817093849182128, 0.007833573818206787, 0.007813253879547118, 0.007829894065856933, 0.007843334197998047, 0.00784653377532959, 0.007830214023590088, 0.007829894065856933, 0.007825414180755615, 0.007810853958129883, 0.007853894233703614, 0.007839815139770508, 0.007838213920593261, 0.007796453952789307, 0.007827653884887695, 0.007825573921203614, 0.007785254955291748, 0.007803335189819336, 0.007830214977264405, 0.007829575061798096, 0.007829093933105468, 0.007807013988494873, 0.007810054779052734, 0.0078025350570678715, 0.00784861421585083, 0.007817254066467286, 0.007829093933105468, 0.00785085391998291, 0.00785629415512085, 0.008366691589355468, 0.008855010986328125, 0.008859490394592285, 0.008322532653808595, 0.008437891960144044, 0.008773091316223145, 0.008886690139770509, 0.00871933078765869, 0.008241413116455078 ] }, "throughput": { "unit": "samples/s", "value": 123.62893593125219 }, "energy": null, "efficiency": null } } }