{ "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": "0", "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 7643 48-Core Processor", "cpu_count": 96, "cpu_ram_mb": 1082028.982272, "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": "aa06eb5e1bf688ecb03b7568e9e816d4af962b61", "transformers_version": "4.43.3", "transformers_commit": null, "accelerate_version": "0.33.0", "accelerate_commit": null, "diffusers_version": "0.29.2", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.8", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 983.12192, "max_global_vram": 409.124864, "max_process_vram": 43262.046208, "max_reserved": 123.731968, "max_allocated": 102.475264 }, "latency": { "unit": "s", "count": 1, "total": 7.02940478515625, "mean": 7.02940478515625, "stdev": 0.0, "p50": 7.02940478515625, "p90": 7.02940478515625, "p95": 7.02940478515625, "p99": 7.02940478515625, "values": [ 7.02940478515625 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1834.070016, "max_global_vram": 520.523776, "max_process_vram": 271633.698816, "max_reserved": 148.897792, "max_allocated": 113.516032 }, "latency": { "unit": "s", "count": 144, "total": 1.0010286364555356, "mean": 0.0069515877531634435, "stdev": 0.00012484764648753414, "p50": 0.006946569919586181, "p90": 0.007150729846954346, "p95": 0.007166402840614319, "p99": 0.007207650957107544, "values": [ 0.007198729991912842, 0.0072128109931945805, 0.0070704097747802735, 0.0069708900451660154, 0.007030250072479248, 0.0069297699928283696, 0.006919529914855957, 0.006999050140380859, 0.006956329822540283, 0.006990409851074218, 0.0069635300636291505, 0.0069187297821044925, 0.006933450222015381, 0.0070611310005187986, 0.007073609828948974, 0.00699137020111084, 0.007001130104064941, 0.007089290142059326, 0.007156651020050048, 0.007062089920043945, 0.007455211162567138, 0.0071462497711181645, 0.007198890209197998, 0.007044970035552978, 0.00720081090927124, 0.0071843299865722654, 0.007170091152191162, 0.007160009860992432, 0.007124489784240723, 0.007156489849090576, 0.007123209953308105, 0.007111849784851074, 0.007159049987792969, 0.007155051231384277, 0.0069604902267456055, 0.006883049964904785, 0.006989130020141602, 0.006945769786834716, 0.006934410095214844, 0.007014729976654053, 0.006908329963684082, 0.006913129806518555, 0.006890890121459961, 0.006890250205993652, 0.006928170204162597, 0.006952330112457276, 0.006961130142211914, 0.007007209777832031, 0.006958250045776367, 0.007037449836730957, 0.006967851161956787, 0.006885448932647705, 0.0068755288124084475, 0.006809609889984131, 0.0068545699119567875, 0.006796649932861328, 0.006805130004882812, 0.006792329788208008, 0.00683600902557373, 0.006868009090423584, 0.006802249908447266, 0.006859529972076416, 0.0068001699447631835, 0.006821290016174316, 0.006765289783477783, 0.006787848949432373, 0.006817770004272461, 0.006801449775695801, 0.006795690059661865, 0.006831210136413574, 0.006786250114440918, 0.006783848762512207, 0.006812970161437989, 0.006800809860229492, 0.006811530113220215, 0.006807690143585205, 0.006793289184570312, 0.006792008876800537, 0.006866409778594971, 0.006775529861450196, 0.0068142499923706055, 0.006759689807891846, 0.0068083291053771975, 0.006763370037078858, 0.006805769920349121, 0.006797770023345947, 0.006791850090026855, 0.006807689189910889, 0.006796168804168701, 0.006797450065612793, 0.006806089878082276, 0.006808969974517822, 0.007110410213470459, 0.007128650188446045, 0.0071675310134887696, 0.006984489917755127, 0.006923530101776123, 0.006954090118408203, 0.006931849956512451, 0.00691057014465332, 0.007156489849090576, 0.007152649879455566, 0.007107210159301758, 0.006961770057678222, 0.006850409984588623, 0.006971370220184326, 0.006990409851074218, 0.006950570106506348, 0.006886889934539795, 0.006930890083312988, 0.007049610137939453, 0.007045289993286133, 0.006948329925537109, 0.00697392988204956, 0.007001930236816406, 0.006988490104675293, 0.006957449913024902, 0.006972169876098633, 0.006992969989776611, 0.007005449771881104, 0.007018889904022217, 0.006961289882659912, 0.006995850086212159, 0.007080811023712158, 0.006947370052337647, 0.0069702501296997075, 0.006980329990386963, 0.006980649948120117, 0.006980169773101807, 0.0068571300506591795, 0.006926730155944825, 0.006999050140380859, 0.006922249794006348, 0.006895209789276123, 0.006921929836273193, 0.006908810138702393, 0.0069542498588562015, 0.006921929836273193, 0.006919209957122803, 0.006920010089874268, 0.006939369201660156, 0.006938089847564697, 0.006922249794006348, 0.006905449867248535 ] }, "throughput": { "unit": "samples/s", "value": 143.8520285592212 }, "energy": null, "efficiency": null } } }