{ "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": "5", "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": 1153.605632, "max_global_vram": 68702.69952, "max_process_vram": 53760.65536, "max_reserved": 123.731968, "max_allocated": 102.475264 }, "latency": { "unit": "s", "count": 1, "total": 8.8351328125, "mean": 8.8351328125, "stdev": 0.0, "p50": 8.8351328125, "p90": 8.8351328125, "p95": 8.8351328125, "p99": 8.8351328125, "values": [ 8.8351328125 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1237.962752, "max_global_vram": 68702.69952, "max_process_vram": 118815.858688, "max_reserved": 148.897792, "max_allocated": 113.516032 }, "latency": { "unit": "s", "count": 137, "total": 0.9977988643646242, "mean": 0.007283203389522802, "stdev": 0.0006282176047690455, "p50": 0.007074543952941895, "p90": 0.007903565979003905, "p95": 0.007916237926483154, "p99": 0.009718640727996788, "values": [ 0.007902542114257812, 0.007738862037658691, 0.007457902908325195, 0.007389264106750488, 0.007490384101867676, 0.007396944046020508, 0.007456142902374268, 0.007364303112030029, 0.007477103233337402, 0.00736974287033081, 0.007365903854370117, 0.007330704212188721, 0.007318703174591065, 0.00728926420211792, 0.007289262771606445, 0.007252943992614746, 0.007207822799682617, 0.00715502405166626, 0.007199024200439453, 0.007120143890380859, 0.007243023872375488, 0.007164144039154053, 0.00722670316696167, 0.007192783832550049, 0.007216784000396728, 0.007125903129577637, 0.010703656196594238, 0.007268943786621094, 0.007043824195861816, 0.0070331039428710935, 0.007104302883148193, 0.006949904918670654, 0.006982704162597656, 0.007154223918914795, 0.007218702793121338, 0.007201104164123535, 0.007163824081420899, 0.007127983093261719, 0.007026544094085693, 0.0072006239891052246, 0.007170864105224609, 0.0074311838150024415, 0.007157262802124024, 0.007178703784942627, 0.00703326416015625, 0.007040624141693115, 0.0070060639381408696, 0.0070012640953063966, 0.007041264057159424, 0.0070348639488220215, 0.007032944202423096, 0.00701998519897461, 0.007022705078125, 0.007051984786987305, 0.007011185169219971, 0.007021103858947754, 0.0070110239982604985, 0.007165102958679199, 0.0070401449203491215, 0.007351024150848389, 0.007043024063110351, 0.007065423965454102, 0.007074543952941895, 0.007083183765411377, 0.007065104007720947, 0.00708814287185669, 0.007065423965454102, 0.007057424068450928, 0.007042384147644043, 0.007026383876800537, 0.007060304164886475, 0.007048624038696289, 0.007014705181121826, 0.007021745204925537, 0.007038865089416504, 0.007037584781646729, 0.007026703834533692, 0.006996304035186768, 0.0070190238952636715, 0.006993743896484375, 0.007032944202423096, 0.007020624160766602, 0.007017903804779053, 0.006994383811950684, 0.0070281438827514645, 0.007005583763122558, 0.007015024185180664, 0.007020624160766602, 0.011975333213806153, 0.0045044698715209965, 0.007412622928619385, 0.007073103904724121, 0.007032623767852783, 0.007048463821411133, 0.0070539040565490724, 0.007061744213104248, 0.0070545439720153804, 0.007032303810119629, 0.007046224117279053, 0.007054863929748535, 0.0070417442321777345, 0.0070174241065979, 0.007045584201812744, 0.007034704208374023, 0.00704798412322998, 0.007049583911895752, 0.007042064189910889, 0.007011824131011963, 0.0070849437713623046, 0.007071983814239502, 0.007050543785095215, 0.007027184009552002, 0.0070398240089416505, 0.007028463840484619, 0.007925261974334716, 0.00791470193862915, 0.007967502117156982, 0.007830222129821778, 0.0074583830833435056, 0.0076031827926635745, 0.007822062015533447, 0.007907182216644286, 0.00789614200592041, 0.007896461963653564, 0.007901422023773193, 0.007905101776123047, 0.007906382083892822, 0.007909902095794678, 0.007906541824340821, 0.007884461879730225, 0.00791422176361084, 0.00792238187789917, 0.007954542160034179, 0.007923021793365478, 0.007427021980285644, 0.007283664226531982, 0.007047823905944824 ] }, "throughput": { "unit": "samples/s", "value": 137.30222081104347 }, "energy": null, "efficiency": null } } }