{ "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": "fb780fc73efc41258966d25b08045708166d6309", "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": 1004.388352, "max_global_vram": 3097.419776, "max_process_vram": 201446.895616, "max_reserved": 555.74528, "max_allocated": 499.507712 }, "latency": { "unit": "s", "count": 130, "total": 1.0004409737586977, "mean": 0.0076956997981438265, "stdev": 0.0003389648996310251, "p50": 0.00761270546913147, "p90": 0.008026176834106445, "p95": 0.008292575979232789, "p99": 0.008642783308029174, "values": [ 0.008239985466003418, 0.008472943305969238, 0.008625743865966796, 0.00864974308013916, 0.008401583671569825, 0.00795230484008789, 0.008022544860839843, 0.007623664855957031, 0.007332466125488281, 0.007350225925445556, 0.0073422260284423824, 0.007343346118927002, 0.007344625949859619, 0.007262546062469483, 0.007370386123657226, 0.007446226119995117, 0.007367344856262207, 0.007295506954193115, 0.007510066032409668, 0.0072748661041259766, 0.007445265769958496, 0.007722064971923828, 0.0077991847991943355, 0.007867344856262207, 0.0074963059425354, 0.007655185222625732, 0.007638384819030761, 0.00759342622756958, 0.007644305229187012, 0.00996958065032959, 0.007757585048675537, 0.007776784896850586, 0.0076547060012817384, 0.007477906227111817, 0.007825905799865723, 0.007816946029663086, 0.00807774543762207, 0.007968625068664551, 0.008153424263000489, 0.007787024974822998, 0.0077508649826049806, 0.008310704231262208, 0.007967185020446778, 0.00766462516784668, 0.007791025161743164, 0.007990065097808838, 0.007815024852752685, 0.007712464809417724, 0.007653106212615967, 0.007746864795684814, 0.007947344779968262, 0.007862064838409424, 0.007958864212036133, 0.007769266128540039, 0.007868305206298828, 0.008017745018005371, 0.00805886459350586, 0.007900145053863526, 0.007694865226745605, 0.007566705226898194, 0.007520626068115235, 0.007488626003265381, 0.007411184787750244, 0.007499505996704101, 0.007444625854492188, 0.007504785060882568, 0.00765022611618042, 0.007529584884643554, 0.00753886604309082, 0.007506065845489502, 0.007487024784088135, 0.007449746131896973, 0.007480306148529053, 0.007566705226898194, 0.007522706031799316, 0.007480305194854736, 0.0075151858329772945, 0.007482066154479981, 0.007605424880981445, 0.00764206600189209, 0.007558545112609863, 0.007465425968170166, 0.007479986190795898, 0.007479666233062744, 0.0074198260307312015, 0.0074963059425354, 0.007499985218048096, 0.007404305934906006, 0.007474545955657959, 0.00781534481048584, 0.008277263641357422, 0.008305104255676269, 0.008268303871154785, 0.007922224998474121, 0.007766385078430176, 0.007785425186157226, 0.007781424999237061, 0.007783505916595459, 0.007738706111907959, 0.0077491049766540525, 0.007780304908752441, 0.007613584995269775, 0.007571986198425293, 0.0075545449256896975, 0.007478546142578125, 0.007533585071563721, 0.007470545768737793, 0.0074529461860656735, 0.007450545787811279, 0.007391664981842041, 0.007641106128692627, 0.007507345199584961, 0.007491506099700927, 0.007566865921020508, 0.007522705078125, 0.007553586006164551, 0.007500784873962402, 0.0074963059425354, 0.007746864795684814, 0.007707025051116943, 0.007582705974578857, 0.007635663986206054, 0.007706066131591797, 0.007903024196624756, 0.007523345947265625, 0.0076118259429931645, 0.007846704959869385, 0.007553266048431396, 0.007441905975341797, 0.007404945850372315 ] }, "throughput": { "unit": "samples/s", "value": 129.9426986797479 }, "energy": null, "efficiency": null } } }