IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
e1beb18
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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-5.10.225-213.878.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": "0.5.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.45.1", | |
| "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": "0.13.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 867.934208, | |
| "max_global_vram": 716.701696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.61332421875, | |
| "mean": 8.61332421875, | |
| "stdev": 0.0, | |
| "p50": 8.61332421875, | |
| "p90": 8.61332421875, | |
| "p95": 8.61332421875, | |
| "p99": 8.61332421875, | |
| "values": [ | |
| 8.61332421875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.325689985416325e-06, | |
| "ram": 2.3506845986526482e-06, | |
| "gpu": 4.877503901999907e-06, | |
| "total": 1.155387848606888e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1108.176896, | |
| "max_global_vram": 798.490624, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 114.685952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 138, | |
| "total": 1.0011137266159058, | |
| "mean": 0.007254447294318158, | |
| "stdev": 0.00046899560173531326, | |
| "p50": 0.007231488227844239, | |
| "p90": 0.007418470621109009, | |
| "p95": 0.007472742319107056, | |
| "p99": 0.009841376867294312, | |
| "values": [ | |
| 0.0074403839111328125, | |
| 0.007434239864349365, | |
| 0.007442431926727295, | |
| 0.007417856216430664, | |
| 0.007409632205963135, | |
| 0.007367680072784424, | |
| 0.007351295948028564, | |
| 0.007358463764190673, | |
| 0.00738099193572998, | |
| 0.0073471999168395995, | |
| 0.007459839820861816, | |
| 0.007361504077911377, | |
| 0.007367743968963623, | |
| 0.007268352031707764, | |
| 0.007235648155212403, | |
| 0.007267327785491944, | |
| 0.007472127914428711, | |
| 0.007414783954620361, | |
| 0.007513088226318359, | |
| 0.007311359882354736, | |
| 0.0074065918922424315, | |
| 0.007367680072784424, | |
| 0.007283679962158203, | |
| 0.007259136199951172, | |
| 0.007293951988220215, | |
| 0.007345151901245117, | |
| 0.007321631908416748, | |
| 0.007097343921661377, | |
| 0.007095295906066895, | |
| 0.00709222412109375, | |
| 0.00739737606048584, | |
| 0.007312384128570557, | |
| 0.007419904232025146, | |
| 0.007351295948028564, | |
| 0.007329792022705078, | |
| 0.007267295837402344, | |
| 0.007260191917419434, | |
| 0.007151616096496582, | |
| 0.007215104103088379, | |
| 0.007249887943267822, | |
| 0.0072642240524291996, | |
| 0.007269375801086426, | |
| 0.007321599960327148, | |
| 0.0072325119972229, | |
| 0.007303167819976806, | |
| 0.007411712169647216, | |
| 0.0073994240760803225, | |
| 0.007476223945617676, | |
| 0.007364607810974121, | |
| 0.007294976234436036, | |
| 0.0072468481063842774, | |
| 0.007290880203247071, | |
| 0.007359488010406494, | |
| 0.007374847888946533, | |
| 0.0073134078979492185, | |
| 0.007278592109680176, | |
| 0.007337952136993408, | |
| 0.007310336112976074, | |
| 0.007194623947143554, | |
| 0.007231488227844239, | |
| 0.0072980160713195805, | |
| 0.007215104103088379, | |
| 0.007368703842163086, | |
| 0.007244863986968994, | |
| 0.0072468481063842774, | |
| 0.007305215835571289, | |
| 0.0073400321006774905, | |
| 0.007245823860168457, | |
| 0.007032832145690918, | |
| 0.007078911781311035, | |
| 0.007109632015228271, | |
| 0.007146560192108155, | |
| 0.007146495819091797, | |
| 0.007181312084197998, | |
| 0.007158783912658692, | |
| 0.0071495680809020995, | |
| 0.007196671962738037, | |
| 0.007067647933959961, | |
| 0.007113728046417236, | |
| 0.007101439952850342, | |
| 0.007039999961853028, | |
| 0.007071743965148926, | |
| 0.007806975841522217, | |
| 0.007776256084442139, | |
| 0.007360511779785156, | |
| 0.009933823585510254, | |
| 0.010697695732116699, | |
| 0.009683967590332031, | |
| 0.007043039798736573, | |
| 0.007017471790313721, | |
| 0.007124991893768311, | |
| 0.007071743965148926, | |
| 0.007178239822387696, | |
| 0.007079967975616455, | |
| 0.007164927959442138, | |
| 0.00729702377319336, | |
| 0.00743833589553833, | |
| 0.007093247890472412, | |
| 0.0071198720932006835, | |
| 0.006967296123504638, | |
| 0.0070266880989074704, | |
| 0.007095359802246094, | |
| 0.00708403205871582, | |
| 0.006975488185882568, | |
| 0.007007232189178467, | |
| 0.006947840213775635, | |
| 0.0069918718338012695, | |
| 0.00688640022277832, | |
| 0.007021567821502686, | |
| 0.007019519805908203, | |
| 0.007029759883880615, | |
| 0.006990848064422607, | |
| 0.006936575889587402, | |
| 0.006967296123504638, | |
| 0.006970367908477783, | |
| 0.006831103801727295, | |
| 0.0068884482383728025, | |
| 0.006936575889587402, | |
| 0.006910975933074951, | |
| 0.00687820816040039, | |
| 0.00690176010131836, | |
| 0.006904831886291504, | |
| 0.007223296165466309, | |
| 0.006872096061706543, | |
| 0.006941696166992187, | |
| 0.006919104099273682, | |
| 0.006884352207183838, | |
| 0.006910016059875488, | |
| 0.006908927917480469, | |
| 0.0069324798583984375, | |
| 0.006906879901885986, | |
| 0.00690176010131836, | |
| 0.0069928960800170895, | |
| 0.006938623905181885, | |
| 0.007066624164581299, | |
| 0.007211008071899414, | |
| 0.007231488227844239, | |
| 0.006938623905181885 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 137.84647670997924 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.24188737509642e-08, | |
| "ram": 4.503737217014664e-08, | |
| "gpu": 1.7395461447222187e-07, | |
| "total": 3.0141086039333277e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3317730.4848771137 | |
| } | |
| } | |
| } | |
| } |