{ "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 7763 64-Core Processor", "cpu_count": 128, "cpu_ram_mb": 1082015.236096, "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": "d0c0a5c5918412583a4f2490ab7e3d1b48375998", "transformers_version": "4.42.4", "transformers_commit": null, "accelerate_version": "0.32.1", "accelerate_commit": null, "diffusers_version": "0.29.2", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.7", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 982.573056, "max_global_vram": 2114.617344, "max_process_vram": 47831.16288, "max_reserved": 123.731968, "max_allocated": 102.475264 }, "latency": { "unit": "s", "count": 1, "total": 7.55905078125, "mean": 7.55905078125, "stdev": 0.0, "p50": 7.55905078125, "p90": 7.55905078125, "p95": 7.55905078125, "p99": 7.55905078125, "values": [ 7.55905078125 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1833.869312, "max_global_vram": 2225.979392, "max_process_vram": 271871.991808, "max_reserved": 148.897792, "max_allocated": 113.516032 }, "latency": { "unit": "s", "count": 128, "total": 1.001590726852417, "mean": 0.007824927553534509, "stdev": 0.0003173343213497664, "p50": 0.00797628903388977, "p90": 0.008065297985076905, "p95": 0.00822842411994934, "p99": 0.008583726892471314, "values": [ 0.008354047775268554, 0.008449407577514648, 0.008259808540344239, 0.008697086334228516, 0.00863340663909912, 0.00833180809020996, 0.008236767768859864, 0.007763969898223877, 0.007975328922271728, 0.007894370079040527, 0.00784956979751587, 0.007774849891662597, 0.0076698899269104, 0.007795330047607422, 0.0077201309204101565, 0.00749373197555542, 0.0075372509956359865, 0.007575490951538086, 0.007436131000518799, 0.007233252048492431, 0.007248611927032471, 0.007290212154388428, 0.0075801310539245605, 0.008071808815002442, 0.008058528900146484, 0.008212928771972655, 0.00807116985321045, 0.008064290046691895, 0.008058369636535645, 0.008080768585205077, 0.008045089721679688, 0.007943649768829346, 0.007991329193115234, 0.007982049942016602, 0.00797740888595581, 0.00798508882522583, 0.007968770027160645, 0.00795693016052246, 0.007979488849639893, 0.0080006103515625, 0.007947329998016357, 0.007984769821166993, 0.008006049156188964, 0.00798668909072876, 0.007973249912261962, 0.008037249565124511, 0.008013729095458985, 0.008001408576965331, 0.00799980878829956, 0.008004610061645507, 0.008014849662780762, 0.008013249397277832, 0.007994688987731934, 0.00801900863647461, 0.008013409614562988, 0.008067649841308594, 0.008029410362243652, 0.008018689155578613, 0.007989249229431152, 0.00802924919128418, 0.008018528938293457, 0.007971970081329346, 0.008017568588256837, 0.008028128623962402, 0.00799004888534546, 0.008018850326538086, 0.008023810386657716, 0.00804828929901123, 0.008026529312133789, 0.007953089237213135, 0.007529090881347656, 0.0076938910484313965, 0.007168131828308106, 0.007488931179046631, 0.007145732879638672, 0.007153731822967529, 0.007100613117218018, 0.007193572998046875, 0.007860610008239746, 0.007520930767059326, 0.007699010848999023, 0.007621729850769043, 0.0076370911598205565, 0.007632290840148926, 0.007207012176513672, 0.007335812091827393, 0.00740493106842041, 0.007445732116699219, 0.008100448608398437, 0.007989250183105468, 0.007991329193115234, 0.007984609127044677, 0.007974850177764893, 0.007977249145507813, 0.008022849082946776, 0.007990210056304932, 0.00801980972290039, 0.00800252914428711, 0.00799100923538208, 0.008029728889465333, 0.008015008926391601, 0.00803884983062744, 0.008005729675292969, 0.008023168563842773, 0.007949729919433594, 0.007995809078216553, 0.007987329006195068, 0.00777117109298706, 0.007722850799560547, 0.007651490211486816, 0.007561251163482666, 0.007652610778808594, 0.007687009811401367, 0.007317892074584961, 0.00773405122756958, 0.007390692234039307, 0.007392931938171387, 0.007234692096710205, 0.007105893135070801, 0.007612930774688721, 0.007730210781097412, 0.007678050994873047, 0.0077031698226928715, 0.007520932197570801, 0.007643970966339111, 0.007474211215972901, 0.00713981294631958, 0.007446529865264892 ] }, "throughput": { "unit": "samples/s", "value": 127.79671034120966 }, "energy": null, "efficiency": null } } }