{ "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": "0aac0108c378c328492774ddb431ea89a3c2b507", "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": 982.847488, "max_global_vram": 409.178112, "max_process_vram": 42971.512832, "max_reserved": 123.731968, "max_allocated": 102.475264 }, "latency": { "unit": "s", "count": 1, "total": 6.992126953125, "mean": 6.992126953125, "stdev": 0.0, "p50": 6.992126953125, "p90": 6.992126953125, "p95": 6.992126953125, "p99": 6.992126953125, "values": [ 6.992126953125 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1841.7664, "max_global_vram": 520.523776, "max_process_vram": 259571.87584, "max_reserved": 148.897792, "max_allocated": 113.516032 }, "latency": { "unit": "s", "count": 143, "total": 0.9993704824447629, "mean": 0.006988604772341002, "stdev": 0.00036446596044039395, "p50": 0.0069135608673095705, "p90": 0.00705784797668457, "p95": 0.00717410306930542, "p99": 0.008795415973663354, "values": [ 0.007177238941192627, 0.006992280006408691, 0.007051000118255615, 0.007006680011749268, 0.0070577201843261715, 0.006981241226196289, 0.00704203987121582, 0.006975640773773193, 0.007037559986114502, 0.006929241180419922, 0.0070434799194335936, 0.006948919773101807, 0.007015160083770752, 0.007011640071868897, 0.007007800102233887, 0.0070409197807312016, 0.007007800102233887, 0.007078999042510986, 0.007026040077209473, 0.007023159980773926, 0.009556586265563966, 0.00774427604675293, 0.006965559959411621, 0.006889400959014892, 0.006879800796508789, 0.006879800796508789, 0.006876921176910401, 0.010230981826782226, 0.0069889211654663086, 0.006932441234588623, 0.00689884090423584, 0.0068903608322143555, 0.006907320976257324, 0.0069108400344848634, 0.006913880825042725, 0.006891641139984131, 0.006869081020355224, 0.006917080879211426, 0.006917880058288574, 0.006899800777435303, 0.006855960845947266, 0.006897881031036377, 0.006905720233917236, 0.006873081207275391, 0.006910040855407715, 0.006875000953674317, 0.006904760837554932, 0.006924439907073974, 0.006881560802459717, 0.006898520946502685, 0.006886199951171875, 0.006910040855407715, 0.006930359840393066, 0.006908121109008789, 0.006898361206054688, 0.006909400939941406, 0.006915801048278809, 0.006920280933380127, 0.006907320976257324, 0.0069225201606750485, 0.00690700101852417, 0.006930840015411377, 0.006893721103668213, 0.006910200119018555, 0.0068074817657470706, 0.006885721206665039, 0.006886681079864502, 0.006899800777435303, 0.006923320770263672, 0.006899800777435303, 0.006879480838775634, 0.0069151611328125, 0.006915480136871338, 0.006930360794067383, 0.0069180397987365725, 0.006915640830993652, 0.006845720767974853, 0.006831480979919434, 0.006917719841003418, 0.006916440963745117, 0.006874200820922852, 0.006952441215515136, 0.006977880001068115, 0.006985879898071289, 0.00691900110244751, 0.006905560970306397, 0.006900600910186768, 0.006876760959625244, 0.006907320976257324, 0.0068922810554504395, 0.006876921176910401, 0.006907481193542481, 0.006821081161499023, 0.006811000823974609, 0.00690700101852417, 0.006829401016235351, 0.006899799823760986, 0.006907801151275635, 0.006871800899505615, 0.006908760070800781, 0.006912761211395264, 0.006912280082702637, 0.00689884090423584, 0.006940279960632324, 0.006795801162719726, 0.0069135608673095705, 0.006884440898895263, 0.0068922810554504395, 0.006863801002502441, 0.00718779993057251, 0.007177879810333252, 0.007287959098815918, 0.007127479076385498, 0.00705787992477417, 0.007056280136108399, 0.007033559799194336, 0.006901081085205078, 0.006894521236419678, 0.006906839847564697, 0.0069228410720825195, 0.006922039985656738, 0.006917720794677735, 0.006922359943389893, 0.00689500093460083, 0.006911159992218018, 0.00692556095123291, 0.006882680892944336, 0.007023160934448242, 0.007145880222320556, 0.0071357998847961426, 0.0072346792221069335, 0.007012280941009521, 0.006890201091766358, 0.007082200050354004, 0.006978838920593262, 0.00695628023147583, 0.006970680236816406, 0.00704476022720337, 0.007110360145568847, 0.006882680892944336, 0.006877241134643555, 0.006882841110229492, 0.006883481025695801 ] }, "throughput": { "unit": "samples/s", "value": 143.09007771590234 }, "energy": null, "efficiency": null } } }