{ "config": { "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", "backend": { "name": "pytorch", "version": "2.2.2+rocm5.7", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "image-classification", "library": "timm", "model_type": "resnet50", "model": "timm/resnet50.a1_in1k", "processor": "timm/resnet50.a1_in1k", "device": "cuda", "device_ids": "6", "seed": 42, "inter_op_num_threads": null, "intra_op_num_threads": null, "model_kwargs": {}, "processor_kwargs": {}, "no_weights": false, "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": "0.33.0", "accelerate_commit": null, "diffusers_version": "0.30.1", "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": 987.426816, "max_global_vram": 409.23136, "max_process_vram": 46848.622592, "max_reserved": 123.731968, "max_allocated": 102.475264 }, "latency": { "unit": "s", "count": 1, "total": 7.96151025390625, "mean": 7.96151025390625, "stdev": 0.0, "p50": 7.96151025390625, "p90": 7.96151025390625, "p95": 7.96151025390625, "p99": 7.96151025390625, "values": [ 7.96151025390625 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1838.587904, "max_global_vram": 520.609792, "max_process_vram": 271957.082112, "max_reserved": 148.897792, "max_allocated": 113.516032 }, "latency": { "unit": "s", "count": 132, "total": 0.9993499622344973, "mean": 0.0075708330472310376, "stdev": 0.0004905442899194224, "p50": 0.007683220863342285, "p90": 0.008179399394989014, "p95": 0.008202639055252075, "p99": 0.008431325778961182, "values": [ 0.00818802261352539, 0.008064341545104981, 0.007732662200927734, 0.007658740997314453, 0.007455060958862305, 0.007420980930328369, 0.007310259819030762, 0.007297299861907959, 0.007290420055389405, 0.00730049991607666, 0.007267539978027344, 0.0072745800018310545, 0.007305140972137451, 0.007667541027069092, 0.008159063339233398, 0.008153462409973144, 0.008180183410644531, 0.008108181953430176, 0.008143061637878419, 0.00811970329284668, 0.008113302230834962, 0.008092823028564454, 0.008126261711120606, 0.008235382080078126, 0.008136022567749023, 0.008106582641601563, 0.00813138198852539, 0.008127702713012695, 0.008148182868957519, 0.008193942070007324, 0.008172343254089356, 0.008186423301696777, 0.008181142807006835, 0.00816578197479248, 0.008211703300476074, 0.008425144195556641, 0.008434103012084962, 0.008195222854614258, 0.008159222602844239, 0.008157781600952149, 0.008180501937866212, 0.00821650218963623, 0.008217782974243163, 0.009392346382141113, 0.007800180912017823, 0.007698582172393799, 0.007690900802612304, 0.007939062118530273, 0.007729301929473877, 0.007728500843048096, 0.00764306116104126, 0.007136020183563232, 0.007008820056915283, 0.0075020999908447265, 0.007726740837097168, 0.007662580966949463, 0.007737142086029053, 0.0077347412109375, 0.007717462062835694, 0.007729300975799561, 0.0077022619247436525, 0.007667060852050781, 0.007686741828918457, 0.007700661182403565, 0.007704501152038574, 0.007757620811462402, 0.007721301078796387, 0.007704501152038574, 0.007696500778198242, 0.007697782039642334, 0.00769218111038208, 0.007668981075286865, 0.007683220863342285, 0.00769218111038208, 0.007677782058715821, 0.007745300769805908, 0.007679862022399902, 0.007700500965118408, 0.007683220863342285, 0.007685781955718994, 0.007433139801025391, 0.007325621128082276, 0.007305779933929443, 0.007240499973297119, 0.007342741012573242, 0.0075035400390625, 0.007121778964996338, 0.0072440199851989745, 0.0073075399398803715, 0.007308340072631836, 0.006972019195556641, 0.007023859024047852, 0.006892979145050049, 0.007004499912261963, 0.006789138793945312, 0.006759697914123535, 0.006732338905334472, 0.006750099182128906, 0.006772179126739502, 0.006743058204650879, 0.007299060821533203, 0.007751541137695312, 0.00772034215927124, 0.007694900989532471, 0.007718260765075684, 0.007746100902557373, 0.007120819091796875, 0.0070115399360656736, 0.007093299865722656, 0.007212500095367432, 0.007127058982849121, 0.006784177780151367, 0.007057940006256104, 0.007161300182342529, 0.007268819808959961, 0.007258580207824707, 0.006788979053497315, 0.006749458789825439, 0.0067806591987609865, 0.006959699153900147, 0.006969779014587402, 0.0067691378593444824, 0.006786579132080078, 0.006774418830871582, 0.006746259212493897, 0.006756498813629151, 0.0070364990234375, 0.007708662033081055, 0.007688341140747071, 0.00767970085144043, 0.0074622611999511715, 0.007157138824462891 ] }, "throughput": { "unit": "samples/s", "value": 132.08586079780756 }, "energy": null, "efficiency": null } } }