{ "config": { "name": "test_api_push_to_hub_mixin", "backend": { "name": "pytorch", "version": "2.5.1", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "model": "google-bert/bert-base-uncased", "processor": "google-bert/bert-base-uncased", "task": "fill-mask", "library": "transformers", "model_type": "bert", "device": "cpu", "device_ids": null, "seed": 42, "inter_op_num_threads": null, "intra_op_num_threads": null, "model_kwargs": {}, "processor_kwargs": {}, "no_weights": false, "tp_plan": null, "device_map": null, "torch_dtype": null, "eval_mode": true, "to_bettertransformer": false, "low_cpu_mem_usage": null, "attn_implementation": null, "cache_implementation": null, "allow_tf32": false, "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": 2, "sequence_length": 16, "num_choices": 2 }, "new_tokens": null, "memory": true, "latency": true, "energy": false, "forward_kwargs": {}, "generate_kwargs": {}, "call_kwargs": {} }, "launcher": { "name": "process", "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", "device_isolation": false, "device_isolation_action": null, "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7742 64-Core Processor", "cpu_count": 128, "cpu_ram_mb": 540671.643648, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.4.0-166-generic-x86_64-with-glibc2.31", "processor": "x86_64", "python_version": "3.10.18", "gpu": [ "NVIDIA A100-SXM4-80GB", "NVIDIA A100-SXM4-80GB", "NVIDIA A100-SXM4-80GB", "NVIDIA DGX Display", "NVIDIA A100-SXM4-80GB" ], "gpu_count": 5, "gpu_vram_mb": 347892350976, "optimum_benchmark_version": "0.6.0.dev0", "optimum_benchmark_commit": "255731f77344711e9eceb05f05242ab24807da93", "transformers_version": "4.45.1", "transformers_commit": "255731f77344711e9eceb05f05242ab24807da93", "accelerate_version": "1.10.0", "accelerate_commit": "255731f77344711e9eceb05f05242ab24807da93", "diffusers_version": "0.34.0", "diffusers_commit": "255731f77344711e9eceb05f05242ab24807da93", "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.19", "timm_commit": "255731f77344711e9eceb05f05242ab24807da93", "peft_version": "0.17.0", "peft_commit": "255731f77344711e9eceb05f05242ab24807da93" }, "print_report": true, "log_report": true }, "report": { "load_model": { "memory": { "unit": "MB", "max_ram": 1413.840896, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 4.1639623562805355 ], "count": 1, "total": 4.1639623562805355, "mean": 4.1639623562805355, "p50": 4.1639623562805355, "p90": 4.1639623562805355, "p95": 4.1639623562805355, "p99": 4.1639623562805355, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": null, "efficiency": null }, "first_forward": { "memory": { "unit": "MB", "max_ram": 1245.2864, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.06226044474169612 ], "count": 1, "total": 0.06226044474169612, "mean": 0.06226044474169612, "p50": 0.06226044474169612, "p90": 0.06226044474169612, "p95": 0.06226044474169612, "p99": 0.06226044474169612, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1252.732928, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.03449443681165576, 0.03458075923845172, 0.03466113889589906, 0.03409873601049185, 0.034206898882985115, 0.03449248382821679, 0.033879855647683144, 0.034238608088344336, 0.03446765663102269, 0.033799835946410894, 0.034014709293842316, 0.03481825394555926, 0.034330801106989384, 0.03409287519752979, 0.034085080958902836, 0.03404484502971172, 0.03420586697757244, 0.034769874066114426, 0.03501167707145214, 0.034737973008304834, 0.034395170863717794, 0.034669816959649324, 0.034660177771002054, 0.034490459598600864, 0.03469840995967388, 0.03481603926047683, 0.03456074092537165, 0.03448858577758074, 0.034941224846988916, 0.03515982395038009 ], "count": 30, "total": 1.0339128165505826, "mean": 0.03446376055168609, "p50": 0.03449147171340883, "p90": 0.03483055103570223, "p95": 0.03497997357044369, "p99": 0.03511686135549098, "stdev": 0.0003372068145483418, "stdev_": 0.9784388271924797 }, "throughput": { "unit": "samples/s", "value": 58.03197236704783 }, "energy": null, "efficiency": null } } }