{ "config": { "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", "backend": { "name": "pytorch", "version": "2.4.1+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": "5", "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": "0.34.0", "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": 1387.544576, "max_global_vram": 68702.69952, "max_process_vram": 0.0, "max_reserved": 555.74528, "max_allocated": 499.37152 }, "latency": { "unit": "s", "count": 1, "total": 7.78638330078125, "mean": 7.78638330078125, "stdev": 0.0, "p50": 7.78638330078125, "p90": 7.78638330078125, "p95": 7.78638330078125, "p99": 7.78638330078125, "values": [ 7.78638330078125 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1513.20576, "max_global_vram": 68702.69952, "max_process_vram": 0.0, "max_reserved": 555.74528, "max_allocated": 499.5072 }, "latency": { "unit": "s", "count": 125, "total": 0.9994141039848325, "mean": 0.00799531283187866, "stdev": 0.0009558586269495086, "p50": 0.007908133029937744, "p90": 0.008506627845764161, "p95": 0.008685346984863281, "p99": 0.010613059158325208, "values": [ 0.008563490867614746, 0.008435972213745117, 0.008647972106933594, 0.008803171157836914, 0.008536770820617675, 0.00823581314086914, 0.008235812187194824, 0.008216451644897461, 0.0081223726272583, 0.008165573120117188, 0.008074533462524415, 0.008052613258361816, 0.008011652946472167, 0.007993093013763428, 0.007917094230651855, 0.007902214050292969, 0.007908133029937744, 0.007913253784179687, 0.007928772926330567, 0.007932774066925049, 0.007919332981109618, 0.007910694122314453, 0.007889733791351319, 0.007884933948516845, 0.007955813884735107, 0.007966053009033204, 0.00802685260772705, 0.007927814006805419, 0.011184602737426759, 0.008099013328552247, 0.007946372985839844, 0.008359811782836913, 0.007930213928222657, 0.007967973232269287, 0.007978212833404542, 0.00796109390258789, 0.00796653413772583, 0.007991652965545654, 0.007933732986450195, 0.007929093837738037, 0.007931013107299805, 0.008063013076782227, 0.008005573272705077, 0.007965414047241211, 0.007973252773284912, 0.008387171745300293, 0.008413251876831054, 0.00855373191833496, 0.008584450721740723, 0.008516612052917481, 0.00849165153503418, 0.008441411972045898, 0.00844205093383789, 0.008464932441711426, 0.008465091705322265, 0.007954853057861328, 0.007922852993011474, 0.007730854988098145, 0.007715815067291259, 0.007725893974304199, 0.007728293895721435, 0.007740774154663086, 0.007725893974304199, 0.0077330942153930665, 0.007711013793945312, 0.007729413986206054, 0.00770621395111084, 0.007693894863128662, 0.0077223749160766604, 0.007709094047546387, 0.007708933830261231, 0.007719173908233643, 0.00769197416305542, 0.0077311739921569825, 0.007693574905395508, 0.0077710142135620115, 0.007743655204772949, 0.00773869514465332, 0.007745894908905029, 0.0077266950607299805, 0.00771869421005249, 0.007726853847503662, 0.007730534076690674, 0.007749894142150879, 0.007715814113616944, 0.007727014064788818, 0.0077049341201782225, 0.007705574989318848, 0.007747654914855957, 0.007720934867858887, 0.007741893768310547, 0.007708293914794922, 0.00771661376953125, 0.007738214015960693, 0.007722373962402344, 0.007711493968963623, 0.007732614040374756, 0.007760613918304443, 0.00772861385345459, 0.0077580537796020504, 0.007741573810577392, 0.007750053882598877, 0.007756773948669434, 0.007730373859405518, 0.007760454177856446, 0.007708455085754394, 0.007700614929199219, 0.0077122941017150875, 0.0077047739028930666, 0.007724934101104737, 0.015527148246765137, 0.002377592086791992, 0.005921420097351074, 0.007763174057006836, 0.007782373905181885, 0.0077329339981079106, 0.007729414939880371, 0.008709891319274903, 0.008786689758300782, 0.008694690704345703, 0.0082186918258667, 0.008264131546020508, 0.008263333320617676, 0.008466051101684571, 0.008772770881652832 ] }, "throughput": { "unit": "samples/s", "value": 125.07327993631861 }, "energy": null, "efficiency": null } } }