{ "config": { "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", "backend": { "name": "pytorch", "version": "2.3.1+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": "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": 1178.185728, "max_global_vram": 68702.69952, "max_process_vram": 7490.174976, "max_reserved": 123.731968, "max_allocated": 102.475264 }, "latency": { "unit": "s", "values": [ 0.4899577941894531 ], "count": 1, "total": 0.4899577941894531, "mean": 0.4899577941894531, "p50": 0.4899577941894531, "p90": 0.4899577941894531, "p95": 0.4899577941894531, "p99": 0.4899577941894531, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1262.53056, "max_global_vram": 68702.69952, "max_process_vram": 106678.992896, "max_reserved": 148.897792, "max_allocated": 113.516032 }, "latency": { "unit": "s", "values": [ 0.008983389854431152, 0.008438427925109864, 0.008401147842407227, 0.00848002815246582, 0.008459227561950684, 0.008399706840515136, 0.008404187202453613, 0.008440028190612793, 0.008401787757873536, 0.008384668350219726, 0.008389307975769042, 0.008401787757873536, 0.008430908203125, 0.008387548446655273, 0.00841186809539795, 0.007984186172485351, 0.007477303981781006, 0.007475863933563232, 0.007605305194854736, 0.007508025169372558, 0.0075217847824096675, 0.00748450517654419, 0.00743042516708374, 0.00748450517654419, 0.007469464778900146, 0.007633944988250732, 0.007597626209259033, 0.007470903873443603, 0.007813786029815674, 0.00755058479309082, 0.007545145034790039, 0.007448824882507324, 0.007635385036468506, 0.007472825050354004, 0.007627545833587646, 0.00749378490447998, 0.007629944801330567, 0.00759458589553833, 0.007434423923492432, 0.007530745029449463, 0.007489624977111816, 0.007604024887084961, 0.007614265918731689, 0.007574425220489502, 0.007559864997863769, 0.007591225147247314, 0.007469783782958985, 0.007466584205627441, 0.00747682523727417, 0.0074459447860717775, 0.0074502649307250975, 0.00743698501586914, 0.007459225177764893, 0.007596024990081787, 0.008537468910217285, 0.008433467864990234, 0.008451547622680664, 0.007759866237640381, 0.0074784250259399415, 0.007419865131378173, 0.007441304206848145, 0.008225147247314452, 0.008321147918701172, 0.008416507720947266, 0.008345148086547852, 0.008344986915588378, 0.00833298683166504, 0.008336828231811524, 0.00836274814605713, 0.008312188148498535, 0.00831154727935791, 0.00835970687866211, 0.00832626724243164, 0.008336347579956055, 0.00831682777404785, 0.00833538818359375, 0.008328826904296874, 0.008323387145996093, 0.008349308013916016, 0.008341788291931152, 0.008327068328857422, 0.008338268280029298, 0.008336986541748047, 0.008314586639404297, 0.008325947761535644, 0.008276508331298829, 0.008275867462158203, 0.008261628150939941, 0.00827874755859375, 0.008316347122192383, 0.00834418773651123, 0.00832834815979004, 0.0083446683883667, 0.008320668220520019, 0.008329947471618653, 0.008330427169799804, 0.008306427955627442, 0.00836818790435791, 0.007837625980377197, 0.007805945873260498, 0.0075616250038146975, 0.007826745986938477, 0.007830746173858642, 0.007675224781036377, 0.0076685061454772946, 0.007452663898468018, 0.007657304763793945, 0.007444505214691162, 0.0075230650901794436, 0.0074950652122497555, 0.007507544994354248, 0.007500504970550537, 0.007499384880065918, 0.007488985061645508, 0.007773945808410645, 0.007849466800689698, 0.007836026191711426, 0.007816026210784912, 0.00783826494216919, 0.007845466136932372, 0.007779386043548584, 0.00778946590423584, 0.007791386127471924, 0.00779762601852417, 0.007816986083984375, 0.007549785137176514 ], "count": 126, "total": 0.9998036394119256, "mean": 0.007934949519142271, "p50": 0.007821866035461426, "p90": 0.008401787757873536, "p95": 0.008437187910079956, "p99": 0.008523108720779419, "stdev": 0.0004028420979212932, "stdev_": 5.076807318678927 }, "throughput": { "unit": "samples/s", "value": 126.02474629329402 }, "energy": null, "efficiency": null } } }