IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
fa5cbc4
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu124", | |
| "_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": true, | |
| "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 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.25696, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.220-209.869.amzn2.x86_64-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "NVIDIA A10G" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 24146608128, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "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": 853.01248, | |
| "max_global_vram": 688.390144, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.67663330078125, | |
| "mean": 7.67663330078125, | |
| "stdev": 0.0, | |
| "p50": 7.67663330078125, | |
| "p90": 7.67663330078125, | |
| "p95": 7.67663330078125, | |
| "p99": 7.67663330078125, | |
| "values": [ | |
| 7.67663330078125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.279106715278363e-06, | |
| "ram": 2.3288715028863412e-06, | |
| "gpu": 6.400838453999962e-06, | |
| "total": 1.3008816672164666e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1092.23936, | |
| "max_global_vram": 791.150592, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 114.685952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 144, | |
| "total": 1.0026978230476378, | |
| "mean": 0.0069631793267197085, | |
| "stdev": 0.00036572438837914785, | |
| "p50": 0.006735327959060669, | |
| "p90": 0.007456255865097046, | |
| "p95": 0.007768217420578003, | |
| "p99": 0.008010707607269288, | |
| "values": [ | |
| 0.007849984169006348, | |
| 0.007771135807037354, | |
| 0.00780185604095459, | |
| 0.007703551769256592, | |
| 0.007786496162414551, | |
| 0.007751679897308349, | |
| 0.007688191890716553, | |
| 0.0068055038452148435, | |
| 0.0067010560035705566, | |
| 0.0067010560035705566, | |
| 0.00673689603805542, | |
| 0.006729728221893311, | |
| 0.006689792156219483, | |
| 0.0067348480224609375, | |
| 0.006748159885406494, | |
| 0.006627327919006347, | |
| 0.006632448196411133, | |
| 0.006660096168518067, | |
| 0.0066344962120056155, | |
| 0.0066938881874084475, | |
| 0.006692863941192627, | |
| 0.006672383785247803, | |
| 0.00672870397567749, | |
| 0.006702079772949219, | |
| 0.006717440128326416, | |
| 0.006681536197662354, | |
| 0.006694911956787109, | |
| 0.006695903778076172, | |
| 0.006690815925598144, | |
| 0.006713344097137451, | |
| 0.006672383785247803, | |
| 0.006646783828735352, | |
| 0.006669312000274658, | |
| 0.006686719894409179, | |
| 0.0067010560035705566, | |
| 0.0067010560035705566, | |
| 0.00667852783203125, | |
| 0.00667955207824707, | |
| 0.006714367866516113, | |
| 0.006718463897705078, | |
| 0.006675456047058105, | |
| 0.00669593620300293, | |
| 0.006710271835327148, | |
| 0.006763519763946534, | |
| 0.006947904109954834, | |
| 0.006972415924072266, | |
| 0.006708223819732666, | |
| 0.0067573761940002445, | |
| 0.006748159885406494, | |
| 0.006731776237487793, | |
| 0.006683648109436035, | |
| 0.00673689603805542, | |
| 0.006730751991271973, | |
| 0.006683648109436035, | |
| 0.006743040084838867, | |
| 0.006732800006866455, | |
| 0.0066826238632202144, | |
| 0.0067051520347595215, | |
| 0.0067123198509216305, | |
| 0.006683648109436035, | |
| 0.006686719894409179, | |
| 0.0067348480224609375, | |
| 0.006706240177154541, | |
| 0.006691840171813965, | |
| 0.006715392112731934, | |
| 0.006667263984680176, | |
| 0.006686719894409179, | |
| 0.006779903888702392, | |
| 0.00672051191329956, | |
| 0.006665215969085693, | |
| 0.006708223819732666, | |
| 0.006702079772949219, | |
| 0.006688767910003662, | |
| 0.0067051520347595215, | |
| 0.006767615795135498, | |
| 0.006658048152923584, | |
| 0.006763519763946534, | |
| 0.006684671878814697, | |
| 0.006657023906707763, | |
| 0.006729728221893311, | |
| 0.006747136116027832, | |
| 0.006646783828735352, | |
| 0.006665215969085693, | |
| 0.006685696125030518, | |
| 0.006652927875518798, | |
| 0.0066344962120056155, | |
| 0.006673408031463623, | |
| 0.006680575847625733, | |
| 0.00667852783203125, | |
| 0.006730751991271973, | |
| 0.006693920135498047, | |
| 0.006735807895660401, | |
| 0.006707200050354004, | |
| 0.0067051520347595215, | |
| 0.0069959678649902345, | |
| 0.007058432102203369, | |
| 0.007074816226959229, | |
| 0.007079936027526855, | |
| 0.007344128131866455, | |
| 0.007198719978332519, | |
| 0.007392255783081054, | |
| 0.007998432159423828, | |
| 0.008019968032836914, | |
| 0.007475264072418213, | |
| 0.007428095817565918, | |
| 0.00743833589553833, | |
| 0.007463935852050781, | |
| 0.00790118408203125, | |
| 0.007368703842163086, | |
| 0.00727347183227539, | |
| 0.007504960060119629, | |
| 0.008185855865478516, | |
| 0.00723967981338501, | |
| 0.007156735897064209, | |
| 0.0071823358535766605, | |
| 0.0070563840866088865, | |
| 0.007308288097381592, | |
| 0.00774451208114624, | |
| 0.007227392196655274, | |
| 0.007170048236846924, | |
| 0.007162943840026855, | |
| 0.007172095775604248, | |
| 0.007194623947143554, | |
| 0.007158751964569092, | |
| 0.007151616096496582, | |
| 0.007312384128570557, | |
| 0.007122943878173828, | |
| 0.007197696208953858, | |
| 0.0071833600997924804, | |
| 0.007332863807678222, | |
| 0.0071526398658752445, | |
| 0.007104512214660645, | |
| 0.007186431884765625, | |
| 0.0071792640686035155, | |
| 0.007169023990631103, | |
| 0.007238656044006348, | |
| 0.007166975975036621, | |
| 0.007125984191894532, | |
| 0.007175168037414551, | |
| 0.007168000221252442, | |
| 0.007198719978332519, | |
| 0.007275519847869873, | |
| 0.007259136199951172, | |
| 0.007151616096496582 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 143.61255872913028 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.173224909003822e-08, | |
| "ram": 4.4661871456777395e-08, | |
| "gpu": 1.753679563862071e-07, | |
| "total": 3.017620769330227e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3313869.026100168 | |
| } | |
| } | |
| } | |
| } |