IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
6130080
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": 66697.261056, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.223-211.872.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": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.1", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 853.168128, | |
| "max_global_vram": 688.390144, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.71521435546875, | |
| "mean": 7.71521435546875, | |
| "stdev": 0.0, | |
| "p50": 7.71521435546875, | |
| "p90": 7.71521435546875, | |
| "p95": 7.71521435546875, | |
| "p99": 7.71521435546875, | |
| "values": [ | |
| 7.71521435546875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.2862017361118084e-06, | |
| "ram": 2.333386912747869e-06, | |
| "gpu": 7.089172338000261e-06, | |
| "total": 1.3708760986859939e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1091.3792, | |
| "max_global_vram": 791.150592, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 114.685952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 141, | |
| "total": 1.0008666882514954, | |
| "mean": 0.007098345306748194, | |
| "stdev": 0.00017668742351852418, | |
| "p50": 0.007078911781311035, | |
| "p90": 0.0071782078742980955, | |
| "p95": 0.007243711948394776, | |
| "p99": 0.007788320159912109, | |
| "values": [ | |
| 0.007746560096740723, | |
| 0.007727104187011719, | |
| 0.007746560096740723, | |
| 0.007816160202026367, | |
| 0.007715839862823487, | |
| 0.008201215744018555, | |
| 0.00713318395614624, | |
| 0.006783999919891357, | |
| 0.006820864200592041, | |
| 0.006793216228485107, | |
| 0.006758399963378906, | |
| 0.006785024166107178, | |
| 0.006873087882995605, | |
| 0.006853631973266602, | |
| 0.007064576148986816, | |
| 0.00699286413192749, | |
| 0.007007232189178467, | |
| 0.006988800048828125, | |
| 0.006937600135803222, | |
| 0.006939583778381347, | |
| 0.0070256638526916505, | |
| 0.007080959796905518, | |
| 0.007018496036529541, | |
| 0.007069695949554444, | |
| 0.007032832145690918, | |
| 0.007062528133392334, | |
| 0.007036928176879883, | |
| 0.007037951946258545, | |
| 0.007102464199066162, | |
| 0.007101439952850342, | |
| 0.007074816226959229, | |
| 0.007013376235961914, | |
| 0.007104512214660645, | |
| 0.007113728046417236, | |
| 0.007078911781311035, | |
| 0.007018496036529541, | |
| 0.007108607769012451, | |
| 0.007079936027526855, | |
| 0.007071743965148926, | |
| 0.007096320152282715, | |
| 0.007129087924957276, | |
| 0.007132160186767578, | |
| 0.007066624164581299, | |
| 0.007107583999633789, | |
| 0.007081984043121338, | |
| 0.007085055828094483, | |
| 0.007117824077606201, | |
| 0.0070860800743103025, | |
| 0.00722431993484497, | |
| 0.006969344139099121, | |
| 0.006957056045532227, | |
| 0.006967296123504638, | |
| 0.006974463939666748, | |
| 0.006947840213775635, | |
| 0.007107583999633789, | |
| 0.007057407855987549, | |
| 0.007073760032653809, | |
| 0.007035903930664063, | |
| 0.007127039909362793, | |
| 0.007087103843688965, | |
| 0.007088128089904785, | |
| 0.0070830078125, | |
| 0.007175168037414551, | |
| 0.007049215793609619, | |
| 0.007101439952850342, | |
| 0.007051263809204102, | |
| 0.007035903930664063, | |
| 0.007037983894348144, | |
| 0.007094272136688232, | |
| 0.007087103843688965, | |
| 0.007047167778015137, | |
| 0.007031807899475098, | |
| 0.007053311824798584, | |
| 0.007080959796905518, | |
| 0.007113728046417236, | |
| 0.007041024208068848, | |
| 0.007193600177764893, | |
| 0.007121920108795166, | |
| 0.007128064155578613, | |
| 0.007080959796905518, | |
| 0.007036928176879883, | |
| 0.007078911781311035, | |
| 0.007109632015228271, | |
| 0.0071055998802185055, | |
| 0.007061503887176514, | |
| 0.007108607769012451, | |
| 0.007088128089904785, | |
| 0.007069695949554444, | |
| 0.007054336071014404, | |
| 0.007053311824798584, | |
| 0.007066624164581299, | |
| 0.00713318395614624, | |
| 0.007136256217956543, | |
| 0.007063551902770996, | |
| 0.007074816226959229, | |
| 0.007112703800201416, | |
| 0.007076863765716553, | |
| 0.007078911781311035, | |
| 0.00703385591506958, | |
| 0.007093247890472412, | |
| 0.007278592109680176, | |
| 0.0071782078742980955, | |
| 0.007188479900360107, | |
| 0.007153664112091064, | |
| 0.007181312084197998, | |
| 0.007243711948394776, | |
| 0.007223296165466309, | |
| 0.007146495819091797, | |
| 0.007020576000213623, | |
| 0.007117824077606201, | |
| 0.007070720195770264, | |
| 0.007120895862579346, | |
| 0.007090176105499267, | |
| 0.007088064193725586, | |
| 0.007077888011932373, | |
| 0.007186431884765625, | |
| 0.00709222412109375, | |
| 0.007037951946258545, | |
| 0.007053343772888183, | |
| 0.007049215793609619, | |
| 0.007069695949554444, | |
| 0.007063551902770996, | |
| 0.007080959796905518, | |
| 0.00708403205871582, | |
| 0.007096320152282715, | |
| 0.007164927959442138, | |
| 0.007062560081481934, | |
| 0.00708403205871582, | |
| 0.0071157760620117185, | |
| 0.007064576148986816, | |
| 0.007031807899475098, | |
| 0.007062528133392334, | |
| 0.007078911781311035, | |
| 0.007072768211364746, | |
| 0.007076863765716553, | |
| 0.007031807899475098, | |
| 0.007106560230255127, | |
| 0.007058432102203369, | |
| 0.0070860800743103025, | |
| 0.007016448020935059, | |
| 0.00707583999633789 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 140.87790277676805 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.403793990839402e-08, | |
| "ram": 4.594620921777407e-08, | |
| "gpu": 1.8825468173049338e-07, | |
| "total": 3.1823883085666145e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3142294.0981404367 | |
| } | |
| } | |
| } | |
| } |