{ "config": { "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", "backend": { "name": "pytorch", "version": "2.2.2+rocm5.7", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "fill-mask", "library": "transformers", "model": "google-bert/bert-base-uncased", "processor": "google-bert/bert-base-uncased", "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", "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": "48414f58841d7ba7c7fd42d74fd524d1d23c3081", "transformers_version": "4.40.2", "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": 1002.74176, "max_global_vram": 1910.939648, "max_process_vram": 243229.085696, "max_reserved": 589.299712, "max_allocated": 439.700992 }, "latency": { "unit": "s", "count": 139, "total": 1.0034460887908936, "mean": 0.007219036610006429, "stdev": 0.0003817196593918351, "p50": 0.007159689903259278, "p90": 0.00756250696182251, "p95": 0.007683562850952148, "p99": 0.007852066087722778, "values": [ 0.007811212062835694, 0.007254730224609375, 0.007078410148620606, 0.007023049831390381, 0.007147211074829102, 0.00721953010559082, 0.007221130847930908, 0.007398250102996826, 0.007204811096191407, 0.007138249874114991, 0.007173449993133545, 0.007225770950317383, 0.007161449909210205, 0.007781771183013916, 0.007440491199493408, 0.007399691104888916, 0.007417931079864502, 0.0072001700401306155, 0.0070630497932434085, 0.006896810054779053, 0.006884650230407715, 0.006895689964294433, 0.006888810157775879, 0.006886410236358643, 0.00692864990234375, 0.006904329776763916, 0.006896490097045898, 0.007104330062866211, 0.006910409927368164, 0.007022570133209229, 0.006900169849395752, 0.006893610000610352, 0.006881289958953858, 0.006976490020751953, 0.007123209953308105, 0.007400970935821533, 0.007370410919189453, 0.007093130111694336, 0.01058753490447998, 0.007208651065826416, 0.007586091041564941, 0.007511051177978516, 0.007628810882568359, 0.007486091136932373, 0.007466249942779541, 0.007652491092681885, 0.007557930946350097, 0.00739953088760376, 0.0076726508140563966, 0.007420331001281738, 0.007589770793914795, 0.0075163311958312985, 0.007612010955810547, 0.007466090202331543, 0.007455531120300293, 0.007360490798950195, 0.007418251037597657, 0.007399209976196289, 0.007470090866088867, 0.00747265100479126, 0.0073836898803710934, 0.007202731132507324, 0.00753649091720581, 0.007580811023712158, 0.007088170051574707, 0.007144169807434082, 0.007167211055755615, 0.007175690174102784, 0.007099850177764893, 0.007266410827636719, 0.0071860899925231935, 0.006984169960021973, 0.006998250007629395, 0.007034249782562256, 0.0073100910186767575, 0.006950409889221192, 0.007107530117034912, 0.006963210105895996, 0.006978730201721192, 0.006905290126800537, 0.0069323301315307615, 0.007325291156768799, 0.00747313117980957, 0.007405449867248535, 0.006953609943389893, 0.006986731052398681, 0.007295209884643555, 0.007128170013427734, 0.007181450843811035, 0.007291369915008545, 0.006953609943389893, 0.006964169979095459, 0.006962729930877686, 0.006953289985656738, 0.007008009910583496, 0.006943049907684326, 0.0072270498275756835, 0.0069782500267028804, 0.006961450099945068, 0.006985290050506592, 0.006982890129089356, 0.006996650218963623, 0.00695681095123291, 0.006957930088043213, 0.0069752101898193355, 0.006985770225524902, 0.0072502498626708985, 0.007023369789123535, 0.0072147312164306645, 0.006926249980926513, 0.007159689903259278, 0.007253450870513916, 0.006977930068969727, 0.00695920991897583, 0.0071696100234985355, 0.006978409767150879, 0.0069780898094177245, 0.006971049785614014, 0.006935530185699463, 0.00732689094543457, 0.007810891151428223, 0.0078011307716369625, 0.007468010902404785, 0.007332971096038818, 0.007263689994812012, 0.00734225082397461, 0.00743169116973877, 0.007329929828643799, 0.007142251014709473, 0.00694497013092041, 0.006937930107116699, 0.006906889915466309, 0.007080009937286377, 0.0069752101898193355, 0.0069156899452209476, 0.006981770038604737, 0.006971529006958008, 0.007841451168060303, 0.007858572006225585 ] }, "throughput": { "unit": "samples/s", "value": 138.52263868753388 }, "energy": null, "efficiency": null } } }