{ "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": "3f7b9d2c002cca7024cac52f3c7535f2a03b7b03", "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": 982.593536, "max_global_vram": 409.161728, "max_process_vram": 45575.74144, "max_reserved": 123.731968, "max_allocated": 102.475264 }, "latency": { "unit": "s", "count": 1, "total": 7.42376708984375, "mean": 7.42376708984375, "stdev": 0.0, "p50": 7.42376708984375, "p90": 7.42376708984375, "p95": 7.42376708984375, "p99": 7.42376708984375, "values": [ 7.42376708984375 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1830.15424, "max_global_vram": 520.515584, "max_process_vram": 283670.89664, "max_reserved": 148.897792, "max_allocated": 113.516032 }, "latency": { "unit": "s", "count": 127, "total": 0.9973732199668887, "mean": 0.00785333244068416, "stdev": 0.0004506504212825043, "p50": 0.007744143962860108, "p90": 0.008413486099243164, "p95": 0.008438702201843262, "p99": 0.009415953903198236, "values": [ 0.008173102378845215, 0.008462862014770508, 0.008277582168579102, 0.00852606201171875, 0.00843758201599121, 0.008284783363342286, 0.008218221664428711, 0.008298221588134766, 0.007942702770233154, 0.007946063041687011, 0.00778350305557251, 0.007728302955627441, 0.007739344120025635, 0.007658223152160645, 0.007664783954620362, 0.007708463191986084, 0.007935022830963135, 0.0077169427871704105, 0.00765934419631958, 0.007629583835601807, 0.007579023838043213, 0.007814063072204589, 0.007704463958740235, 0.009728618621826172, 0.007758862972259521, 0.007782063007354736, 0.007792463779449463, 0.008242061614990234, 0.0077238230705261235, 0.007855982780456542, 0.007774543762207031, 0.007905103206634522, 0.007719822883605957, 0.00787742280960083, 0.007932143211364746, 0.008453742027282714, 0.010522056579589843, 0.00820062255859375, 0.00835582160949707, 0.008308141708374024, 0.00838302230834961, 0.008400622367858887, 0.008384942054748535, 0.008375182151794433, 0.008397582054138184, 0.008409582138061523, 0.008419342041015625, 0.00843326187133789, 0.008407662391662598, 0.00843918228149414, 0.0084668607711792, 0.00842958164215088, 0.00843118190765381, 0.008345261573791504, 0.008189582824707031, 0.008073101997375489, 0.007957902908325196, 0.00807598304748535, 0.007561264038085938, 0.007509744167327881, 0.007511023998260498, 0.007537903785705566, 0.007545584201812744, 0.007780783176422119, 0.007426544189453125, 0.007790702819824219, 0.007763343811035156, 0.007521903038024903, 0.007510223865509033, 0.0075132641792297365, 0.0074684638977050785, 0.007532144069671631, 0.007500944137573243, 0.007554062843322754, 0.0075683040618896484, 0.007707024097442627, 0.007411183834075928, 0.007387184143066407, 0.007589103221893311, 0.0074078249931335445, 0.007522223949432373, 0.007398384094238281, 0.007576784133911133, 0.007544464111328125, 0.0075371041297912595, 0.007531023025512696, 0.0075590238571166994, 0.007499504089355469, 0.007502863883972168, 0.00750270414352417, 0.0075204639434814455, 0.008424141883850097, 0.007916303157806396, 0.007798704147338867, 0.007993422985076904, 0.008241263389587403, 0.007824303150177002, 0.007744303226470947, 0.007821103096008301, 0.007739984035491944, 0.007834383010864258, 0.007885902881622315, 0.007803183078765869, 0.007859182834625245, 0.0077457427978515625, 0.00796958303451538, 0.007744143962860108, 0.007436144828796387, 0.0073436651229858395, 0.0075983829498291015, 0.007457903861999512, 0.007460624217987061, 0.007448304176330567, 0.007460624217987061, 0.007473743915557861, 0.007460624217987061, 0.007477263927459717, 0.007481264114379883, 0.007473104000091553, 0.00747678279876709, 0.007448783874511719, 0.007489583969116211, 0.007489102840423584, 0.007471183776855469, 0.007480944156646728, 0.007476943969726563, 0.007488143920898437 ] }, "throughput": { "unit": "samples/s", "value": 127.33447966872045 }, "energy": null, "efficiency": null } } }