IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
a512868
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu121", | |
| "_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": 831.56992, | |
| "max_global_vram": 688.390144, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.70235693359375, | |
| "mean": 7.70235693359375, | |
| "stdev": 0.0, | |
| "p50": 7.70235693359375, | |
| "p90": 7.70235693359375, | |
| "p95": 7.70235693359375, | |
| "p99": 7.70235693359375, | |
| "values": [ | |
| 7.70235693359375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.387340733333921e-06, | |
| "ram": 2.388798590478222e-06, | |
| "gpu": 6.460282945999762e-06, | |
| "total": 1.3236422269811906e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1021.566976, | |
| "max_global_vram": 791.150592, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 114.685952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 144, | |
| "total": 1.001936766147613, | |
| "mean": 0.006957894209358427, | |
| "stdev": 0.00032936288264784287, | |
| "p50": 0.006957055807113647, | |
| "p90": 0.007249510526657105, | |
| "p95": 0.0074569216728210454, | |
| "p99": 0.008197416815757749, | |
| "values": [ | |
| 0.007413760185241699, | |
| 0.007422976016998291, | |
| 0.007131135940551757, | |
| 0.007085055828094483, | |
| 0.007144447803497315, | |
| 0.00709222412109375, | |
| 0.0071188478469848635, | |
| 0.007080959796905518, | |
| 0.006988800048828125, | |
| 0.006960127830505371, | |
| 0.0070594558715820314, | |
| 0.006996992111206054, | |
| 0.007011328220367432, | |
| 0.006882304191589355, | |
| 0.0069027838706970214, | |
| 0.006919167995452881, | |
| 0.006944767951965332, | |
| 0.007053311824798584, | |
| 0.0070553598403930665, | |
| 0.007017471790313721, | |
| 0.00695091199874878, | |
| 0.006946815967559815, | |
| 0.006938591957092285, | |
| 0.007000063896179199, | |
| 0.00698367977142334, | |
| 0.007012351989746094, | |
| 0.007017471790313721, | |
| 0.007047167778015137, | |
| 0.007144447803497315, | |
| 0.007217152118682861, | |
| 0.007000063896179199, | |
| 0.006985727787017822, | |
| 0.007001088142395019, | |
| 0.00694377613067627, | |
| 0.006856704235076904, | |
| 0.00687820816040039, | |
| 0.00689251184463501, | |
| 0.006897664070129395, | |
| 0.006923264026641846, | |
| 0.006990848064422607, | |
| 0.006972415924072266, | |
| 0.0071987838745117185, | |
| 0.0070358400344848636, | |
| 0.007277567863464355, | |
| 0.0074629120826721195, | |
| 0.007303232192993164, | |
| 0.007164927959442138, | |
| 0.0071740798950195315, | |
| 0.006976511955261231, | |
| 0.007068640232086182, | |
| 0.006969344139099121, | |
| 0.006986752033233643, | |
| 0.0069847040176391605, | |
| 0.007044095993041993, | |
| 0.0068915200233459475, | |
| 0.006892543792724609, | |
| 0.006965248107910156, | |
| 0.007143424034118652, | |
| 0.007322624206542969, | |
| 0.007186399936676025, | |
| 0.007193600177764893, | |
| 0.006971392154693603, | |
| 0.006994944095611572, | |
| 0.00694271993637085, | |
| 0.006895616054534912, | |
| 0.00692633581161499, | |
| 0.006999040126800537, | |
| 0.007013376235961914, | |
| 0.007012351989746094, | |
| 0.007206912040710449, | |
| 0.007307263851165771, | |
| 0.0074711041450500485, | |
| 0.007222271919250488, | |
| 0.007194623947143554, | |
| 0.006953983783721924, | |
| 0.006927360057830811, | |
| 0.007582719802856445, | |
| 0.007162879943847656, | |
| 0.007149631977081299, | |
| 0.00704307222366333, | |
| 0.007059487819671631, | |
| 0.007208896160125732, | |
| 0.0070215358734130855, | |
| 0.006862847805023193, | |
| 0.006876160144805908, | |
| 0.006864895820617676, | |
| 0.006887423992156983, | |
| 0.0070256638526916505, | |
| 0.007935999870300293, | |
| 0.008372223854064942, | |
| 0.008551424026489257, | |
| 0.00796569585800171, | |
| 0.007261184215545655, | |
| 0.0071833600997924804, | |
| 0.0077209601402282715, | |
| 0.0069723520278930666, | |
| 0.006586368083953857, | |
| 0.0066119680404663084, | |
| 0.006624256134033203, | |
| 0.006574079990386963, | |
| 0.006599679946899414, | |
| 0.006595583915710449, | |
| 0.006560768127441406, | |
| 0.0066447358131408694, | |
| 0.006583295822143555, | |
| 0.00653926420211792, | |
| 0.006546432018280029, | |
| 0.006519775867462158, | |
| 0.0065136637687683106, | |
| 0.006551551818847656, | |
| 0.006529024124145508, | |
| 0.006550528049468994, | |
| 0.006554624080657959, | |
| 0.006536191940307618, | |
| 0.006524928092956543, | |
| 0.006533120155334473, | |
| 0.006524928092956543, | |
| 0.006549503803253174, | |
| 0.006586368083953857, | |
| 0.006510591983795166, | |
| 0.006550528049468994, | |
| 0.006510591983795166, | |
| 0.006523871898651123, | |
| 0.006602752208709717, | |
| 0.006519839763641357, | |
| 0.006521920204162598, | |
| 0.0065474557876586915, | |
| 0.006525951862335205, | |
| 0.00672870397567749, | |
| 0.006852608203887939, | |
| 0.006845439910888672, | |
| 0.006846399784088135, | |
| 0.0068577280044555666, | |
| 0.00682806396484375, | |
| 0.00683622407913208, | |
| 0.006817791938781738, | |
| 0.006862847805023193, | |
| 0.006823967933654785, | |
| 0.006823935985565186, | |
| 0.006849535942077637, | |
| 0.006838272094726563, | |
| 0.006811647891998291, | |
| 0.0068321280479431154, | |
| 0.006854656219482422 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 143.7216447837036 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.827085958516282e-08, | |
| "ram": 4.2795391689194726e-08, | |
| "gpu": 1.6653704843420991e-07, | |
| "total": 2.876032997085675e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3477011.5677160667 | |
| } | |
| } | |
| } | |
| } |