{ "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", "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": "dc29eecfd7850e87154a5a92442eb64d237d0070", "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": 1008.459776, "max_global_vram": 1919.275008, "max_process_vram": 216966.004736, "max_reserved": 589.299712, "max_allocated": 439.700992 }, "latency": { "unit": "s", "count": 127, "total": 1.000699912071228, "mean": 0.007879526866702584, "stdev": 0.0002442674703662291, "p50": 0.007823203086853027, "p90": 0.008162467384338378, "p95": 0.008292931079864502, "p99": 0.008882730636596677, "values": [ 0.00787488317489624, 0.007991043090820313, 0.008065603256225585, 0.00799984312057495, 0.008066722869873047, 0.008010402679443359, 0.008081764221191405, 0.00797328281402588, 0.007993762969970702, 0.007904482841491698, 0.007914402961730956, 0.00773248291015625, 0.007811203002929688, 0.007737283229827881, 0.0078011231422424315, 0.007767202854156494, 0.007821602821350098, 0.007717442989349365, 0.007811683177947998, 0.0077513628005981446, 0.007846882820129394, 0.007853283882141113, 0.008076963424682617, 0.007918242931365966, 0.007860163211822509, 0.007754403114318848, 0.007896323204040528, 0.007801443099975586, 0.00787760305404663, 0.007866882801055908, 0.007826403141021728, 0.007797283172607422, 0.007833443164825439, 0.00789872407913208, 0.00826688289642334, 0.008380803108215332, 0.008269923210144043, 0.008124323844909668, 0.008340323448181152, 0.008222883224487304, 0.008219682693481445, 0.008085283279418945, 0.008058563232421875, 0.008296483039855957, 0.008284643173217773, 0.008234243392944336, 0.008066563606262208, 0.00802176284790039, 0.009063363075256348, 0.00852208423614502, 0.007766562938690186, 0.007823203086853027, 0.007802083015441895, 0.007773763179779053, 0.007781282901763916, 0.007715043067932129, 0.007793922901153564, 0.007764482975006103, 0.007753922939300537, 0.007814083099365234, 0.007830402851104735, 0.007762403011322022, 0.00782368278503418, 0.007735202789306641, 0.007845122814178467, 0.007809123039245605, 0.007782242774963379, 0.00771824312210083, 0.00783232307434082, 0.007837443828582764, 0.007800162792205811, 0.007909442901611328, 0.00791920280456543, 0.007891522884368897, 0.007817283153533935, 0.007750563144683838, 0.007751683235168457, 0.007768642902374267, 0.00784496307373047, 0.007695522785186768, 0.007757923126220703, 0.0077276830673217774, 0.007851202964782715, 0.007831363201141358, 0.007797283172607422, 0.0078011231422424315, 0.007879043102264404, 0.00784144401550293, 0.00731184196472168, 0.007113122940063476, 0.00722160291671753, 0.00900944423675537, 0.008413283348083497, 0.007543043136596679, 0.007942402839660644, 0.007741922855377197, 0.007843362808227538, 0.007851522922515869, 0.007933443069458007, 0.007865922927856445, 0.007819683074951171, 0.007848642826080322, 0.007889123916625976, 0.007744322776794434, 0.0078084831237792965, 0.007726243019104004, 0.007757923126220703, 0.00779520320892334, 0.007787683010101318, 0.007815523147583008, 0.007877122879028321, 0.007812323093414307, 0.007910562992095947, 0.007872642993927002, 0.00781440305709839, 0.007722242832183838, 0.007723682880401611, 0.007783203125, 0.007748483180999756, 0.007766723155975342, 0.0077393631935119625, 0.007706562042236328, 0.007756483078002929, 0.007728483200073242, 0.007721443176269532, 0.007692482948303223, 0.007745923042297364 ] }, "throughput": { "unit": "samples/s", "value": 126.91117333780713 }, "energy": null, "efficiency": null } } }