{ "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_type": "roberta", "model": "FacebookAI/roberta-base", "processor": "FacebookAI/roberta-base", "device": "cuda", "device_ids": "4", "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": "0.30.1", "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": 908.148736, "max_global_vram": 841.785344, "max_process_vram": 43301.691392, "max_reserved": 555.74528, "max_allocated": 499.37152 }, "latency": { "unit": "s", "count": 1, "total": 7.059900390625, "mean": 7.059900390625, "stdev": 0.0, "p50": 7.059900390625, "p90": 7.059900390625, "p95": 7.059900390625, "p99": 7.059900390625, "values": [ 7.059900390625 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1018.974208, "max_global_vram": 897.675264, "max_process_vram": 189909.962752, "max_reserved": 555.74528, "max_allocated": 499.5072 }, "latency": { "unit": "s", "count": 129, "total": 0.9944920015335086, "mean": 0.007709240321965179, "stdev": 0.000649953190338238, "p50": 0.007419177055358887, "p90": 0.00829287109375, "p95": 0.008321958732604981, "p99": 0.010097626762390136, "values": [ 0.008163334846496582, 0.007902855873107911, 0.00802637481689453, 0.008052295684814453, 0.008014856338500976, 0.007974695205688477, 0.007913896083831787, 0.008926852226257324, 0.007586057186126709, 0.007514377117156982, 0.007499657154083252, 0.007460136890411377, 0.007410057067871094, 0.007388778209686279, 0.007385578155517578, 0.007360456943511963, 0.0073902177810668945, 0.007387978076934814, 0.007403976917266845, 0.007397896766662597, 0.0074012579917907715, 0.0074031782150268555, 0.007383656978607178, 0.007380617141723633, 0.00749373722076416, 0.0076002969741821285, 0.0075238170623779296, 0.007518056869506836, 0.007515817165374756, 0.007602056980133057, 0.0077207770347595215, 0.010552927970886231, 0.008331974029541016, 0.007956136226654052, 0.007957896232604981, 0.00794493579864502, 0.007952775955200195, 0.007939815044403076, 0.007927175998687743, 0.013152440071105958, 0.00808541488647461, 0.008321574211120605, 0.008292775154113769, 0.008298053741455078, 0.00828349494934082, 0.008340133666992187, 0.00832221508026123, 0.008351334571838379, 0.008312933921813965, 0.008314535140991211, 0.00828637409210205, 0.007880775928497315, 0.007761415958404541, 0.007760136127471924, 0.007840456008911133, 0.00756253719329834, 0.007543817043304444, 0.007821576118469238, 0.007606855869293213, 0.00741005802154541, 0.007402857780456543, 0.0073862171173095705, 0.007352616786956787, 0.007380137920379639, 0.007324137210845947, 0.00734077787399292, 0.0074449372291564946, 0.007410216808319092, 0.007418537139892578, 0.007430377006530761, 0.007413257122039795, 0.0073945379257202145, 0.007431817054748535, 0.007378376960754394, 0.007371178150177002, 0.0073750181198120116, 0.007331336975097656, 0.007362058162689209, 0.007403817176818848, 0.0073678169250488285, 0.007366858005523682, 0.007401257038116455, 0.007376296997070313, 0.00738957691192627, 0.007378218173980713, 0.007371177196502685, 0.007379016876220703, 0.0073590178489685056, 0.007388936996459961, 0.007388136863708496, 0.007364297866821289, 0.007338057041168213, 0.007350858211517334, 0.007348618030548096, 0.007448136806488037, 0.0073892569541931154, 0.007399017810821533, 0.007377737998962402, 0.00793453598022461, 0.008287494659423827, 0.008274535179138183, 0.00770557689666748, 0.008227495193481446, 0.008312454223632812, 0.008276933670043946, 0.008293254852294922, 0.008278054237365723, 0.00772141695022583, 0.007675977230072022, 0.007699975967407227, 0.007517577171325684, 0.007419177055358887, 0.007404778003692627, 0.0073994979858398435, 0.007392137050628662, 0.0073916568756103515, 0.007358057975769043, 0.007328297138214111, 0.007358057975769043, 0.0073614177703857425, 0.007373095989227295, 0.00738605785369873, 0.007410377979278565, 0.007408777236938477, 0.007412137031555176, 0.0073940582275390625, 0.007409738063812256, 0.007392457008361816, 0.007336297035217285 ] }, "throughput": { "unit": "samples/s", "value": 129.71446708579035 }, "energy": null, "efficiency": null } } }