{ "config": { "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224", "backend": { "name": "pytorch", "version": "2.3.1+rocm5.7", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "image-classification", "library": "transformers", "model_type": "vit", "model": "google/vit-base-patch16-224", "processor": "google/vit-base-patch16-224", "device": "cuda", "device_ids": "6", "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": "warn", "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7763 64-Core Processor", "cpu_count": 128, "cpu_ram_mb": 1082014.482432, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.12", "gpu": [ "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]" ], "gpu_count": 8, "gpu_vram_mb": 549621596160, "optimum_benchmark_version": "0.5.0", "optimum_benchmark_commit": null, "transformers_version": "4.45.2", "transformers_commit": null, "accelerate_version": "1.0.0", "accelerate_commit": null, "diffusers_version": "0.30.3", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.9", "timm_commit": null, "peft_version": "0.13.0", "peft_commit": null }, "print_report": true, "log_report": true }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 1096.318976, "max_global_vram": 68702.69952, "max_process_vram": 5398.515712, "max_reserved": 400.556032, "max_allocated": 346.271744 }, "latency": { "unit": "s", "values": [ 0.11011871337890625 ], "count": 1, "total": 0.11011871337890625, "mean": 0.11011871337890625, "p50": 0.11011871337890625, "p90": 0.11011871337890625, "p95": 0.11011871337890625, "p99": 0.11011871337890625, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1268.543488, "max_global_vram": 68702.69952, "max_process_vram": 178272.493568, "max_reserved": 406.847488, "max_allocated": 355.303424 }, "latency": { "unit": "s", "values": [ 0.006589768886566162, 0.006691528797149658, 0.006388487815856933, 0.006665928840637207, 0.006471208095550537, 0.0063796892166137695, 0.006693929195404053, 0.006316809177398681, 0.006887528896331787, 0.006809928894042969, 0.006929130077362061, 0.006975529193878174, 0.006942568778991699, 0.0069411301612854, 0.006904169082641602, 0.006893129825592041, 0.006941449165344238, 0.006898088932037354, 0.006940489768981934, 0.0069513688087463376, 0.006945769786834716, 0.006941129207611084, 0.006945610046386719, 0.006962889194488525, 0.0069484891891479494, 0.006952650070190429, 0.0069864091873168945, 0.006936970233917236, 0.006958728790283203, 0.006905449867248535, 0.006932168960571289, 0.006974888801574707, 0.0069371299743652345, 0.006883049011230468, 0.006609128952026367, 0.006684648990631104, 0.006468489170074463, 0.006575368881225586, 0.006573928833007813, 0.006585128784179687, 0.006572488784790039, 0.006499049186706543, 0.006359047889709472, 0.0064740891456604, 0.0063844890594482425, 0.006440807819366455, 0.0064078478813171386, 0.00635024881362915, 0.0063033680915832516, 0.006383209228515625, 0.006323049068450928, 0.006475687980651856, 0.006342089176177979, 0.0062843279838562015, 0.0063932881355285645, 0.0063368091583251955, 0.0065222492218017574, 0.006339208126068115, 0.006296809196472168, 0.0065838489532470705, 0.006662249088287353, 0.006582569122314453, 0.00688240909576416, 0.006874088764190674, 0.006878890037536621, 0.00694304895401001, 0.006930570125579834, 0.006854249000549316, 0.006859368801116943, 0.006830089092254639, 0.006518888950347901, 0.006836490154266357, 0.0067708888053894046, 0.006554728984832764, 0.0069324889183044434, 0.006990728855133056, 0.006963209152221679, 0.006980648994445801, 0.006945449829101563, 0.006968809127807617, 0.007055210113525391, 0.006932808876037598, 0.006900169849395752, 0.006848329067230224, 0.006898088932037354, 0.006907529830932617, 0.0069441690444946285, 0.006899689197540283, 0.0068633689880371095, 0.006972808837890625, 0.0069260897636413575, 0.006860969066619873, 0.00695776891708374, 0.006849130153656006, 0.0069324889183044434, 0.006928170204162597, 0.006941129207611084, 0.006889928817749023, 0.006899050235748291, 0.006934089183807373, 0.006907049179077148, 0.00692112922668457, 0.0069227290153503415, 0.006956009864807129, 0.006857129096984863, 0.006958409786224366, 0.006966088771820068, 0.00693536901473999, 0.006964649200439453, 0.006902729034423828, 0.006957449913024902, 0.006860969066619873, 0.006814408779144287, 0.006916490077972412, 0.00699264907836914, 0.006893449783325195, 0.00688240909576416, 0.006891048908233642, 0.006861609935760498, 0.006887369155883789, 0.006878889083862304, 0.006890729904174804, 0.00654752779006958, 0.006532808780670166, 0.006416489124298095, 0.006514888763427734, 0.006554089069366455, 0.006842409133911133, 0.006239528179168701, 0.006324488162994385, 0.00643104887008667, 0.0064000082015991215, 0.006309607982635498, 0.006603689193725586, 0.006603209018707276, 0.0066620888710021975, 0.006587529182434082, 0.006617289066314697, 0.006614728927612305, 0.006625448226928711, 0.0066076889038085935, 0.006305287837982178, 0.006243528842926026, 0.0065630488395690915, 0.006261928081512451, 0.006085769176483154, 0.006076168060302734, 0.00609440803527832 ], "count": 148, "total": 0.9947762207984926, "mean": 0.006721460951341164, "p50": 0.006860168933868408, "p90": 0.006957961177825928, "p95": 0.006971408939361572, "p99": 0.0069917465734481805, "stdev": 0.00024959791336330714, "stdev_": 3.713447346793017 }, "throughput": { "unit": "samples/s", "value": 148.77717913401926 }, "energy": null, "efficiency": null } } }