{ "config": { "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224", "backend": { "name": "pytorch", "version": "2.4.1+rocm6.1", "_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": "5", "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": 1082015.256576, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.15.0-101-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": "0.4.0", "optimum_benchmark_commit": null, "transformers_version": "4.44.2", "transformers_commit": null, "accelerate_version": "0.34.0", "accelerate_commit": null, "diffusers_version": "0.30.2", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.9", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 1387.143168, "max_global_vram": 68702.69952, "max_process_vram": 0.0, "max_reserved": 400.556032, "max_allocated": 346.271744 }, "latency": { "unit": "s", "count": 1, "total": 8.01846533203125, "mean": 8.01846533203125, "stdev": 0.0, "p50": 8.01846533203125, "p90": 8.01846533203125, "p95": 8.01846533203125, "p99": 8.01846533203125, "values": [ 8.01846533203125 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1557.946368, "max_global_vram": 68702.69952, "max_process_vram": 0.0, "max_reserved": 406.847488, "max_allocated": 354.740224 }, "latency": { "unit": "s", "count": 169, "total": 0.9964119668006894, "mean": 0.005895928797637217, "stdev": 0.00042766308690197135, "p50": 0.0056490998268127444, "p90": 0.006456904888153076, "p95": 0.006496264839172363, "p99": 0.006636674346923827, "values": [ 0.006315496921539307, 0.006197257995605469, 0.006137258052825928, 0.0064670171737670895, 0.006257256984710693, 0.006479977130889892, 0.006405097007751465, 0.006111338138580323, 0.0059234991073608394, 0.005802858829498291, 0.005876139163970947, 0.006224617958068847, 0.006503176212310791, 0.006484296798706055, 0.00649213695526123, 0.006499016761779785, 0.0064225378036499026, 0.006428937911987304, 0.006440776824951172, 0.006434697151184082, 0.006429417133331299, 0.006421417236328125, 0.006428136825561524, 0.006419016838073731, 0.0065593371391296385, 0.006403337955474853, 0.006429577827453613, 0.006371818065643311, 0.006387497901916504, 0.006400136947631836, 0.006393257141113281, 0.006411497116088867, 0.006438537120819092, 0.006528135776519776, 0.00657021713256836, 0.006509255886077881, 0.0065097370147705075, 0.006467657089233398, 0.006426537036895752, 0.006437897205352783, 0.006438056945800782, 0.006427017211914063, 0.006456616878509521, 0.006444457054138183, 0.006432137012481689, 0.006456296920776367, 0.006423656940460205, 0.006455657005310059, 0.006432777881622315, 0.006468297004699707, 0.006456616878509521, 0.0064863767623901366, 0.006458056926727295, 0.007224453926086426, 0.006777895927429199, 0.006187657833099366, 0.006205257892608643, 0.006213578224182129, 0.006255177021026612, 0.006261898040771484, 0.00624541711807251, 0.006218537807464599, 0.006243338108062744, 0.006252137184143067, 0.005897738933563232, 0.005678860187530518, 0.005703178882598877, 0.005734059810638428, 0.0056490998268127444, 0.00548974084854126, 0.005494219779968262, 0.00548750114440918, 0.005485260963439941, 0.005503499984741211, 0.00549261999130249, 0.005495820999145508, 0.005723498821258545, 0.0057225399017333985, 0.005644779205322265, 0.005758699893951416, 0.005749578952789307, 0.005673419952392578, 0.005723498821258545, 0.0055260610580444335, 0.005521581172943115, 0.0055255799293518065, 0.005503180027008056, 0.005516940116882324, 0.005529581069946289, 0.005514220237731933, 0.005547659873962402, 0.005493899822235107, 0.005535500049591064, 0.005533101081848145, 0.005508621215820312, 0.005513740062713623, 0.005518700122833252, 0.005520619869232178, 0.005505260944366455, 0.005502699851989746, 0.005502220153808594, 0.005507980823516846, 0.005520461082458496, 0.005513579845428467, 0.005508619785308838, 0.005505900859832763, 0.005535820960998535, 0.005516300201416016, 0.005521100044250488, 0.005518700122833252, 0.005494700908660889, 0.005512300014495849, 0.005513579845428467, 0.005548299789428711, 0.005519659996032715, 0.005537900924682617, 0.005550061225891113, 0.005524620056152344, 0.005536940097808838, 0.005516139984130859, 0.00550558090209961, 0.005538540840148926, 0.005507979869842529, 0.005508780002593994, 0.0055043001174926755, 0.005511500835418701, 0.00551117992401123, 0.005511340141296387, 0.005517580032348633, 0.005519501209259033, 0.005510379791259765, 0.005531980037689209, 0.005543179988861084, 0.005590380191802979, 0.005563819885253906, 0.005554699897766113, 0.005539340019226074, 0.005576620101928711, 0.005510860919952392, 0.00552046012878418, 0.005535820007324219, 0.005528779983520507, 0.005533899784088135, 0.005526220798492432, 0.00552046012878418, 0.005543340206146241, 0.0055182199478149415, 0.005519820213317871, 0.005523180961608887, 0.005534379959106445, 0.005520619869232178, 0.005519020080566406, 0.00551501989364624, 0.005517900943756104, 0.005525259971618652, 0.005490379810333252, 0.005507180213928223, 0.005508141040802002, 0.005508140087127685, 0.005963499069213867, 0.006288938045501709, 0.006310057163238525, 0.006291498184204101, 0.006308617115020752, 0.006336778163909912, 0.005965898990631104, 0.005700940132141113, 0.005922697067260742, 0.0057526202201843265 ] }, "throughput": { "unit": "samples/s", "value": 169.60856114828732 }, "energy": null, "efficiency": null } } }