{ "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": "5", "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": 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": "0.34.2", "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": "0.12.0", "peft_commit": null } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 1153.466368, "max_global_vram": 68702.69952, "max_process_vram": 51841.675264, "max_reserved": 123.731968, "max_allocated": 102.475264 }, "latency": { "unit": "s", "count": 1, "total": 9.2885888671875, "mean": 9.2885888671875, "stdev": 0.0, "p50": 9.2885888671875, "p90": 9.2885888671875, "p95": 9.2885888671875, "p99": 9.2885888671875, "values": [ 9.2885888671875 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1237.983232, "max_global_vram": 68702.69952, "max_process_vram": 123802.259456, "max_reserved": 148.897792, "max_allocated": 113.516032 }, "latency": { "unit": "s", "count": 133, "total": 1.0017737293243407, "mean": 0.007532133303190532, "stdev": 0.0004877636108401558, "p50": 0.007443488121032715, "p90": 0.007982974910736084, "p95": 0.008125437927246093, "p99": 0.008304739837646484, "values": [ 0.008073407173156738, 0.007920607089996338, 0.00818492603302002, 0.008331005096435546, 0.008124925613403321, 0.008126206398010254, 0.007898366928100586, 0.008173886299133301, 0.008212125778198243, 0.008063325881958008, 0.007902206897735596, 0.007942367076873779, 0.007983646869659423, 0.00793420696258545, 0.008042045593261719, 0.007862206935882568, 0.007518689155578614, 0.007564767837524414, 0.0075287680625915525, 0.007687488079071045, 0.007443488121032715, 0.007289569854736328, 0.007289888858795166, 0.007251329898834228, 0.007298049926757813, 0.007227808952331543, 0.007278369903564453, 0.010715154647827149, 0.007481248855590821, 0.0073063688278198246, 0.007336130142211914, 0.007285729885101318, 0.00748092794418335, 0.007005570888519287, 0.0070292501449584965, 0.007487329006195068, 0.007301088809967041, 0.007164609909057617, 0.007073729991912842, 0.007149409770965576, 0.0073873291015625, 0.006990690231323243, 0.007003011226654053, 0.007200129985809326, 0.007679488182067871, 0.007338688850402832, 0.007162209987640381, 0.007329089164733887, 0.007254049777984619, 0.007541408061981201, 0.007238210201263428, 0.007328289031982422, 0.007462528228759766, 0.00732652997970581, 0.007291648864746094, 0.007213890075683594, 0.0075150089263916016, 0.007344129085540771, 0.00739500904083252, 0.007214369773864746, 0.006973569869995117, 0.006937571048736572, 0.007041730880737305, 0.0076332478523254395, 0.007510529041290283, 0.007000609874725342, 0.0070785307884216305, 0.007043810844421386, 0.007011651039123535, 0.007042691230773925, 0.007043330192565918, 0.00706541109085083, 0.006996291160583496, 0.007061089992523193, 0.0072617301940917965, 0.007043489933013916, 0.007328928947448731, 0.007055810928344727, 0.0070487699508666995, 0.007056930065155029, 0.007064451217651367, 0.007035329818725586, 0.007580287933349609, 0.007020131111145019, 0.007047490119934082, 0.00707004976272583, 0.007307650089263916, 0.007049410820007324, 0.007042689800262451, 0.007059650897979736, 0.007459168910980225, 0.007071010112762451, 0.0070730910301208495, 0.0072185292243957516, 0.00707149076461792, 0.007036611080169678, 0.007065889835357666, 0.007047811031341553, 0.007053730964660644, 0.007458048820495606, 0.007920446872711182, 0.007904606819152832, 0.007874526977539063, 0.007968445777893067, 0.007966526985168457, 0.00806204605102539, 0.007926207065582275, 0.007945887088775635, 0.007963167190551759, 0.007945887088775635, 0.007944127082824708, 0.007930205821990968, 0.007958366870880126, 0.007987165927886963, 0.008248926162719727, 0.007969566822052002, 0.007955007076263428, 0.007910847187042236, 0.007942367076873779, 0.007916286945343017, 0.00796748685836792, 0.007946366786956788, 0.007933406829833985, 0.007958847045898438, 0.007874367237091064, 0.007931807041168214, 0.007950047016143798, 0.007941086769104004, 0.007980287075042725, 0.007964925765991211, 0.007976446151733398, 0.007935166835784912, 0.007918686866760253 ] }, "throughput": { "unit": "samples/s", "value": 132.76451169237944 }, "energy": null, "efficiency": null } } }