{ "config": { "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", "backend": { "name": "pytorch", "version": "2.2.2+rocm5.7", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "token-classification", "library": "transformers", "model_type": "deberta-v2", "model": "microsoft/deberta-v3-base", "processor": "microsoft/deberta-v3-base", "device": "cuda", "device_ids": "0", "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": 1082015.236096, "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": "0.3.1", "optimum_benchmark_commit": "5ae03a669d2c4893dc609854294ec3bac19528a3", "transformers_version": "4.42.4", "transformers_commit": null, "accelerate_version": "0.32.1", "accelerate_commit": null, "diffusers_version": "0.29.2", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.7", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 891.879424, "max_global_vram": 1059.876864, "max_process_vram": 48011.0592, "max_reserved": 773.849088, "max_allocated": 736.603648 }, "latency": { "unit": "s", "count": 1, "total": 7.3758359375, "mean": 7.3758359375, "stdev": 0.0, "p50": 7.3758359375, "p90": 7.3758359375, "p95": 7.3758359375, "p99": 7.3758359375, "values": [ 7.3758359375 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1036.791808, "max_global_vram": 1122.807808, "max_process_vram": 285873.713152, "max_reserved": 773.849088, "max_allocated": 745.086976 }, "latency": { "unit": "s", "count": 72, "total": 1.0081897783279423, "mean": 0.014002635810110305, "stdev": 0.0006463469320464488, "p50": 0.013957907199859619, "p90": 0.014911084842681884, "p95": 0.014955573034286499, "p99": 0.015041002502441406, "values": [ 0.015034460067749023, 0.015010939598083497, 0.01473734188079834, 0.014908061027526856, 0.01490614128112793, 0.014891901016235352, 0.014823420524597168, 0.014888381004333496, 0.014854941368103027, 0.014950461387634277, 0.014920539855957031, 0.014911420822143555, 0.014961820602416992, 0.014683423042297363, 0.014434623718261718, 0.013813188552856445, 0.01420038604736328, 0.013927267074584962, 0.014664382934570312, 0.014152066230773926, 0.014261824607849121, 0.01399670696258545, 0.014700701713562012, 0.014928541183471679, 0.01505702018737793, 0.013890467643737792, 0.014241825103759766, 0.013861348152160644, 0.014087105751037598, 0.014458463668823243, 0.013855267524719238, 0.014331745147705079, 0.014065187454223632, 0.014631422996520996, 0.014089345932006836, 0.014505824089050294, 0.014375424385070801, 0.013633349418640136, 0.014111745834350585, 0.013700228691101074, 0.013977506637573241, 0.013358151435852051, 0.013519909858703614, 0.013459110260009765, 0.013938307762145996, 0.013458630561828614, 0.013336710929870606, 0.013337830543518066, 0.013196072578430175, 0.013214632987976075, 0.013559749603271484, 0.013265352249145507, 0.013320871353149414, 0.013719268798828125, 0.013023113250732422, 0.01382710838317871, 0.014219265937805176, 0.013524709701538086, 0.013879907608032227, 0.014217185020446778, 0.013565509796142579, 0.013451590538024902, 0.013254311561584473, 0.013403111457824708, 0.01312039279937744, 0.012993514060974121, 0.013005993843078613, 0.013032394409179688, 0.013218152046203612, 0.013130632400512696, 0.013025193214416505, 0.013176872253417968 ] }, "throughput": { "unit": "samples/s", "value": 71.41512594921389 }, "energy": null, "efficiency": null } } }