{ "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": "0.4.0", "optimum_benchmark_commit": "65fa416fd503cfe9a2be7637ee30c70a4a1f96f1", "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": 982.9376, "max_global_vram": 409.145344, "max_process_vram": 43415.359488, "max_reserved": 123.731968, "max_allocated": 102.475264 }, "latency": { "unit": "s", "count": 1, "total": 7.00061865234375, "mean": 7.00061865234375, "stdev": 0.0, "p50": 7.00061865234375, "p90": 7.00061865234375, "p95": 7.00061865234375, "p99": 7.00061865234375, "values": [ 7.00061865234375 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1849.63072, "max_global_vram": 520.511488, "max_process_vram": 262668.681216, "max_reserved": 148.897792, "max_allocated": 113.516032 }, "latency": { "unit": "s", "count": 142, "total": 0.9990342812538142, "mean": 0.007035452684886019, "stdev": 0.00017370316139398565, "p50": 0.0069746928215026855, "p90": 0.00725981216430664, "p95": 0.00731364402770996, "p99": 0.0074156912612915035, "values": [ 0.007278371810913086, 0.007315011978149414, 0.007336291790008545, 0.007370212078094482, 0.007375492095947266, 0.00740861177444458, 0.007375651836395263, 0.007420610904693603, 0.007274853229522705, 0.007287652969360352, 0.007223172187805176, 0.007277252197265625, 0.007196932792663574, 0.007186051845550537, 0.0071546931266784665, 0.007156452178955078, 0.007165412902832031, 0.007165253162384033, 0.008491647720336915, 0.0070782132148742676, 0.006933413982391358, 0.007052773952484131, 0.007007813930511474, 0.006945572853088379, 0.006951653957366943, 0.006948133945465088, 0.006936133861541748, 0.0069494137763977054, 0.0069553332328796385, 0.0069305338859558105, 0.0069460530281066895, 0.007019173145294189, 0.006967333793640137, 0.006954213142395019, 0.00695453405380249, 0.006969412803649902, 0.006970373153686524, 0.006945893764495849, 0.006966692924499512, 0.0069660539627075194, 0.006910374164581299, 0.0069441328048706055, 0.006950054168701172, 0.006938374042510987, 0.006967813014984131, 0.006940773963928223, 0.006946533203125, 0.00695453405380249, 0.006964132785797119, 0.006949734210968017, 0.006949893951416016, 0.006964773178100586, 0.0069630141258239745, 0.006959972858428955, 0.006975653171539306, 0.006948133945465088, 0.006956293106079102, 0.006971814155578613, 0.006962053775787354, 0.006989092826843262, 0.0069911742210388185, 0.00697853422164917, 0.007039813041687012, 0.007041412830352783, 0.006919174194335937, 0.006960453987121582, 0.006968293190002441, 0.006973733901977539, 0.006970054149627686, 0.006958373069763183, 0.006961574077606201, 0.006967652797698975, 0.0069746928215026855, 0.006963334083557129, 0.0069746928215026855, 0.006949573993682861, 0.006926373958587646, 0.006906373977661133, 0.007025893211364746, 0.006926053047180176, 0.006990694046020508, 0.006874693870544434, 0.006980294227600097, 0.0069697341918945315, 0.00696845293045044, 0.006936773777008056, 0.006955012798309326, 0.006970054149627686, 0.00696925401687622, 0.006962372779846192, 0.006966373920440674, 0.0069441328048706055, 0.006888934135437012, 0.006888453960418701, 0.007003814220428467, 0.00691005277633667, 0.0072554931640625, 0.007243173122406006, 0.007267171859741211, 0.007052612781524658, 0.007080293178558349, 0.00707485294342041, 0.007140772819519043, 0.007158051967620849, 0.007028132915496826, 0.006999652862548828, 0.006986053943634033, 0.007119492053985595, 0.006907973766326904, 0.006889733791351318, 0.006980613231658935, 0.006987652778625488, 0.006989093780517578, 0.00698461389541626, 0.0069833331108093265, 0.0069678139686584475, 0.006982694149017334, 0.006982852935791015, 0.006964293956756592, 0.00698941421508789, 0.006978212833404541, 0.006986692905426025, 0.006978374004364013, 0.006961893081665039, 0.006982693195343018, 0.006992934226989746, 0.006980292797088623, 0.006989412784576416, 0.006925414085388184, 0.006899972915649414, 0.006973733901977539, 0.006892453193664551, 0.006991973876953125, 0.00700861406326294, 0.007131813049316406, 0.007260292053222656, 0.007264291763305664, 0.007118052959442138, 0.007022052764892578, 0.007002693176269531, 0.007136612892150879, 0.007068132877349854 ] }, "throughput": { "unit": "samples/s", "value": 142.13726462097597 }, "energy": null, "efficiency": null } } }