{ "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": 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": 1153.49504, "max_global_vram": 68702.69952, "max_process_vram": 52423.8848, "max_reserved": 123.731968, "max_allocated": 102.475264 }, "latency": { "unit": "s", "count": 1, "total": 9.1967861328125, "mean": 9.1967861328125, "stdev": 0.0, "p50": 9.1967861328125, "p90": 9.1967861328125, "p95": 9.1967861328125, "p99": 9.1967861328125, "values": [ 9.1967861328125 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1237.880832, "max_global_vram": 68702.69952, "max_process_vram": 116080.877568, "max_reserved": 148.897792, "max_allocated": 113.516032 }, "latency": { "unit": "s", "count": 127, "total": 0.9992774224281311, "mean": 0.007868326160851426, "stdev": 0.00047545984554773346, "p50": 0.007918742179870606, "p90": 0.008415159034729005, "p95": 0.008494839382171632, "p99": 0.008834510116577148, "values": [ 0.008431702613830567, 0.008023382186889649, 0.008315543174743652, 0.008405303001403809, 0.008497623443603516, 0.008266581535339355, 0.008243701934814452, 0.008400982856750488, 0.008480342864990234, 0.008676822662353516, 0.008556503295898438, 0.008488343238830567, 0.008538103103637696, 0.00847186279296875, 0.008431862831115723, 0.007973941802978515, 0.007716501235961914, 0.00762913990020752, 0.007925780773162841, 0.007912662029266358, 0.007876821041107178, 0.00796386194229126, 0.0076803407669067385, 0.008168981552124024, 0.007721140861511231, 0.007651541233062744, 0.007763381004333496, 0.007726261138916016, 0.00784834098815918, 0.007814741134643555, 0.008032341957092286, 0.008013301849365235, 0.008256022453308105, 0.008244182586669922, 0.007781460762023926, 0.007676500797271729, 0.0075588998794555665, 0.007760021209716797, 0.007984981060028077, 0.007586581230163574, 0.007615380764007569, 0.008114102363586426, 0.007664660930633545, 0.0074000201225280764, 0.007273620128631592, 0.0073883399963378905, 0.007372499942779541, 0.0073645000457763675, 0.007274740219116211, 0.007265139102935791, 0.007292980194091797, 0.007268660068511963, 0.0072940998077392575, 0.0072635397911071774, 0.007258419036865234, 0.007251699924468994, 0.007246099948883057, 0.007237298965454102, 0.007229139804840088, 0.007254580020904541, 0.007266418933868408, 0.0072344188690185544, 0.007239540100097656, 0.00744193983078003, 0.0073027400970458985, 0.007292180061340332, 0.007269458770751953, 0.007313778877258301, 0.0073148999214172365, 0.007292660236358642, 0.007273139953613281, 0.007292019844055176, 0.007296820163726806, 0.00748386001586914, 0.007502419948577881, 0.007261300086975097, 0.007261459827423096, 0.007232819080352783, 0.007263218879699707, 0.007467700004577637, 0.007295699119567871, 0.007250259876251221, 0.007274099826812744, 0.007222898960113525, 0.007269299030303955, 0.007764501094818115, 0.008193142890930176, 0.008174901962280273, 0.00823282241821289, 0.007918742179870606, 0.008251861572265625, 0.00822722339630127, 0.00814498233795166, 0.00888114356994629, 0.009390584945678711, 0.008701784133911133, 0.008429943084716797, 0.008254422187805175, 0.008257782936096192, 0.008260662078857423, 0.008255863189697265, 0.008220341682434082, 0.008247221946716309, 0.00819138240814209, 0.00815714168548584, 0.008256662368774413, 0.00824898338317871, 0.008251062393188477, 0.008254742622375489, 0.00822866153717041, 0.008232501983642579, 0.008211861610412598, 0.008255702018737793, 0.00823938274383545, 0.00821378231048584, 0.008193621635437012, 0.008223222732543946, 0.008221141815185547, 0.008257142066955566, 0.008290581703186035, 0.0083217830657959, 0.008281782150268554, 0.00789570188522339, 0.007878581047058105, 0.008285622596740722, 0.008204821586608887, 0.008232661247253418 ] }, "throughput": { "unit": "samples/s", "value": 127.09183370860553 }, "energy": null, "efficiency": null } } }