{ "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": "0.2.1", "optimum_benchmark_commit": "9c5b122c5b131ce085c14c11b158b31af90e674e", "transformers_version": "4.41.0", "transformers_commit": null, "accelerate_version": "0.30.1", "accelerate_commit": null, "diffusers_version": "0.27.2", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.3", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "forward": { "memory": { "unit": "MB", "max_ram": 1004.199936, "max_global_vram": 3097.419776, "max_process_vram": 202966.122496, "max_reserved": 555.74528, "max_allocated": 499.507712 }, "latency": { "unit": "s", "count": 120, "total": 0.9997242088317869, "mean": 0.008331035073598227, "stdev": 7.815843140861492e-05, "p50": 0.008301018238067627, "p90": 0.008418954181671143, "p95": 0.008535232591629029, "p99": 0.008603477411270141, "values": [ 0.008383337020874024, 0.008521257400512695, 0.008597256660461426, 0.008578857421875, 0.008615177154541015, 0.008558377265930176, 0.008534696578979492, 0.008462218284606934, 0.008410218238830567, 0.008342218399047852, 0.008300618171691894, 0.008344778060913086, 0.008418537139892579, 0.008414057731628418, 0.00840333652496338, 0.0083844575881958, 0.008345256805419922, 0.008358697891235351, 0.008545416831970215, 0.00848941707611084, 0.008421257019042968, 0.008353898048400879, 0.008404617309570312, 0.008334857940673828, 0.00844477653503418, 0.008418698310852051, 0.008378216743469238, 0.008604936599731446, 0.008347497940063477, 0.008336936950683594, 0.008350217819213867, 0.008329257965087891, 0.00834125804901123, 0.008296618461608887, 0.00831277847290039, 0.008297738075256347, 0.008276938438415527, 0.008277097702026366, 0.008265257835388184, 0.00828349781036377, 0.008294536590576171, 0.008292938232421875, 0.008304457664489746, 0.008287657737731933, 0.008314216613769531, 0.008288457870483398, 0.00829917812347412, 0.00827085781097412, 0.008290058135986328, 0.008298857688903809, 0.008307818412780762, 0.008313576698303222, 0.008285737991333008, 0.008261258125305176, 0.008311978340148926, 0.008264138221740722, 0.008287817955017089, 0.008315817832946777, 0.008300617218017578, 0.008314698219299317, 0.008349738121032714, 0.008283496856689453, 0.008296937942504882, 0.008295178413391113, 0.008253738403320313, 0.008317256927490234, 0.0083679780960083, 0.008304938316345215, 0.008318537712097169, 0.008274217605590821, 0.00829981803894043, 0.008279177665710449, 0.0082850980758667, 0.008275177955627442, 0.0082982177734375, 0.008266218185424805, 0.008251017570495605, 0.00825181770324707, 0.008327817916870118, 0.008292617797851563, 0.008271657943725585, 0.00827085781097412, 0.008307337760925293, 0.008325576782226562, 0.008286538124084473, 0.008280298233032227, 0.008318218231201172, 0.008283018112182617, 0.008318697929382324, 0.008306537628173828, 0.00832941722869873, 0.008300138473510741, 0.008314698219299317, 0.00827757740020752, 0.008347658157348633, 0.008291817665100098, 0.008285097122192383, 0.00829917812347412, 0.008265737533569337, 0.008279817581176758, 0.008287337303161621, 0.008271178245544434, 0.008291658401489257, 0.008289418220520019, 0.008289737701416016, 0.008295818328857422, 0.008285577774047852, 0.008283178329467773, 0.008287178039550782, 0.008269577980041505, 0.008301418304443359, 0.00827245807647705, 0.008312296867370606, 0.008286538124084473, 0.008346536636352538, 0.008304938316345215, 0.008308137893676758, 0.008327337265014648, 0.008293578147888184, 0.008282217979431152 ] }, "throughput": { "unit": "samples/s", "value": 120.03310406999567 }, "energy": null, "efficiency": null } } }