IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
05dd7ca
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.6.0.dev20240917+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-5.10.224-212.876.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": "0.34.2", | |
| "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": 877.715456, | |
| "max_global_vram": 716.701696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.778857421875, | |
| "mean": 8.778857421875, | |
| "stdev": 0.0, | |
| "p50": 8.778857421875, | |
| "p90": 8.778857421875, | |
| "p95": 8.778857421875, | |
| "p99": 8.778857421875, | |
| "values": [ | |
| 8.778857421875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.311860497218985e-06, | |
| "ram": 2.3343790388193155e-06, | |
| "gpu": 6.462782947996848e-06, | |
| "total": 1.3109022484035148e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1115.541504, | |
| "max_global_vram": 798.490624, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 114.685952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 131, | |
| "total": 0.9992230386734011, | |
| "mean": 0.007627656783766419, | |
| "stdev": 0.0003879872891155899, | |
| "p50": 0.007731200218200684, | |
| "p90": 0.00787660789489746, | |
| "p95": 0.007953919887542724, | |
| "p99": 0.008765849590301513, | |
| "values": [ | |
| 0.007858176231384278, | |
| 0.007924736022949219, | |
| 0.00790835189819336, | |
| 0.007855103969573975, | |
| 0.007952383995056152, | |
| 0.00790118408203125, | |
| 0.007874559879302979, | |
| 0.008145919799804687, | |
| 0.007919616222381591, | |
| 0.007780352115631104, | |
| 0.007817215919494629, | |
| 0.007819263935089112, | |
| 0.007797760009765625, | |
| 0.007705599784851074, | |
| 0.007655424118041992, | |
| 0.007658495903015137, | |
| 0.007755775928497314, | |
| 0.007771135807037354, | |
| 0.0077916159629821775, | |
| 0.00780185604095459, | |
| 0.007786496162414551, | |
| 0.007774208068847656, | |
| 0.007955455780029297, | |
| 0.007681024074554443, | |
| 0.007776256084442139, | |
| 0.007863296031951903, | |
| 0.007775231838226319, | |
| 0.007773183822631836, | |
| 0.007778304100036621, | |
| 0.007799839973449707, | |
| 0.007832575798034667, | |
| 0.007745535850524903, | |
| 0.0077209601402282715, | |
| 0.00775164794921875, | |
| 0.007762944221496582, | |
| 0.007812096118927002, | |
| 0.007658495903015137, | |
| 0.007677951812744141, | |
| 0.007721983909606934, | |
| 0.007667712211608887, | |
| 0.007704576015472412, | |
| 0.007717887878417969, | |
| 0.007759871959686279, | |
| 0.007669760227203369, | |
| 0.007732223987579345, | |
| 0.007883776187896728, | |
| 0.007848959922790527, | |
| 0.00787660789489746, | |
| 0.00779366397857666, | |
| 0.007767039775848389, | |
| 0.007737343788146973, | |
| 0.007685120105743408, | |
| 0.007709695816040039, | |
| 0.007820288181304931, | |
| 0.007803872108459473, | |
| 0.0076871681213378906, | |
| 0.007770112037658691, | |
| 0.00773529577255249, | |
| 0.007678976058959961, | |
| 0.007717887878417969, | |
| 0.007740416049957275, | |
| 0.007731200218200684, | |
| 0.007729152202606201, | |
| 0.007819263935089112, | |
| 0.007725056171417236, | |
| 0.007627711772918701, | |
| 0.007664576053619385, | |
| 0.007714848041534424, | |
| 0.007692351818084717, | |
| 0.00774451208114624, | |
| 0.007678976058959961, | |
| 0.007675903797149658, | |
| 0.007769087791442871, | |
| 0.007825407981872558, | |
| 0.007817215919494629, | |
| 0.007788544178009033, | |
| 0.007809023857116699, | |
| 0.007817215919494629, | |
| 0.007745535850524903, | |
| 0.007767039775848389, | |
| 0.007760831832885742, | |
| 0.00773632001876831, | |
| 0.007774208068847656, | |
| 0.007697408199310303, | |
| 0.007671807765960693, | |
| 0.007625728130340576, | |
| 0.0074629120826721195, | |
| 0.007589888095855713, | |
| 0.007681024074554443, | |
| 0.007417856216430664, | |
| 0.007367680072784424, | |
| 0.007386112213134765, | |
| 0.0074332160949707035, | |
| 0.007650303840637207, | |
| 0.007847936153411865, | |
| 0.00774348783493042, | |
| 0.007734272003173828, | |
| 0.009025535583496093, | |
| 0.008757247924804687, | |
| 0.008769536018371582, | |
| 0.008631296157836914, | |
| 0.00855241584777832, | |
| 0.007553023815155029, | |
| 0.007113728046417236, | |
| 0.007154687881469727, | |
| 0.0070266880989074704, | |
| 0.007024640083312988, | |
| 0.007056352138519287, | |
| 0.0070430078506469726, | |
| 0.00694374418258667, | |
| 0.007015423774719238, | |
| 0.007087071895599365, | |
| 0.007009280204772949, | |
| 0.006972415924072266, | |
| 0.0069816322326660156, | |
| 0.007009280204772949, | |
| 0.007010303974151612, | |
| 0.006993919849395752, | |
| 0.00698367977142334, | |
| 0.0070041918754577635, | |
| 0.0070256638526916505, | |
| 0.006982656002044678, | |
| 0.0069928960800170895, | |
| 0.007002111911773682, | |
| 0.007006207942962647, | |
| 0.006980607986450196, | |
| 0.006976511955261231, | |
| 0.007005184173583984, | |
| 0.007011328220367432, | |
| 0.006970367908477783, | |
| 0.006976511955261231 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 131.10186107590116 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.349832801252736e-08, | |
| "ram": 4.56294662612662e-08, | |
| "gpu": 1.6843714570423914e-07, | |
| "total": 2.9756493997803273e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3360610.9646984064 | |
| } | |
| } | |
| } | |
| } |