IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
7e60f1b
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "no_weights": true, | |
| "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": 66697.293824, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.219-208.866.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": "0.3.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 719.81056, | |
| "max_global_vram": 1185.415168, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.15736083984375, | |
| "mean": 7.15736083984375, | |
| "stdev": 0.0, | |
| "p50": 7.15736083984375, | |
| "p90": 7.15736083984375, | |
| "p95": 7.15736083984375, | |
| "p99": 7.15736083984375, | |
| "values": [ | |
| 7.15736083984375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.608930640750462e-07, | |
| "ram": 4.5648506582144437e-07, | |
| "gpu": 1.758890296000258e-06, | |
| "total": 3.0762684258967485e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 919.63392, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 134, | |
| "total": 0.9973950414657591, | |
| "mean": 0.007443246578102682, | |
| "stdev": 0.0002885161609050155, | |
| "p50": 0.007565311908721924, | |
| "p90": 0.007759667396545411, | |
| "p95": 0.007815167903900147, | |
| "p99": 0.007972813029289243, | |
| "values": [ | |
| 0.00800153636932373, | |
| 0.007889952182769775, | |
| 0.007914495944976807, | |
| 0.007841792106628418, | |
| 0.007756800174713135, | |
| 0.00780083179473877, | |
| 0.0077127361297607425, | |
| 0.007732223987579345, | |
| 0.007701344013214111, | |
| 0.007703551769256592, | |
| 0.007673855781555176, | |
| 0.007776256084442139, | |
| 0.007780352115631104, | |
| 0.007678976058959961, | |
| 0.007679935932159424, | |
| 0.007652383804321289, | |
| 0.007669760227203369, | |
| 0.00760319995880127, | |
| 0.007575551986694336, | |
| 0.008252415657043457, | |
| 0.007882751941680909, | |
| 0.0076912641525268555, | |
| 0.007665664196014404, | |
| 0.007651264190673828, | |
| 0.007786496162414551, | |
| 0.007614528179168701, | |
| 0.0076912641525268555, | |
| 0.007671807765960693, | |
| 0.007676928043365478, | |
| 0.007549856185913086, | |
| 0.00758681583404541, | |
| 0.007510015964508057, | |
| 0.007554048061370849, | |
| 0.007579648017883301, | |
| 0.007709695816040039, | |
| 0.007582592010498047, | |
| 0.007751679897308349, | |
| 0.007887872219085693, | |
| 0.007742464065551758, | |
| 0.007698304176330566, | |
| 0.007679999828338623, | |
| 0.007600128173828125, | |
| 0.007621632099151611, | |
| 0.007705599784851074, | |
| 0.007599103927612305, | |
| 0.007642111778259277, | |
| 0.0076871681213378906, | |
| 0.007740416049957275, | |
| 0.007565311908721924, | |
| 0.007572576045989991, | |
| 0.007766016006469726, | |
| 0.007647232055664062, | |
| 0.007584767818450928, | |
| 0.0076605439186096195, | |
| 0.007600128173828125, | |
| 0.007639039993286132, | |
| 0.007656447887420655, | |
| 0.007638016223907471, | |
| 0.0076871681213378906, | |
| 0.0077608962059021, | |
| 0.007787519931793213, | |
| 0.007741439819335938, | |
| 0.007628799915313721, | |
| 0.007667712211608887, | |
| 0.007624703884124756, | |
| 0.007679999828338623, | |
| 0.0077528319358825684, | |
| 0.007565311908721924, | |
| 0.007592959880828858, | |
| 0.007362559795379638, | |
| 0.007535583972930908, | |
| 0.007521279811859131, | |
| 0.007292928218841553, | |
| 0.0072202239036560055, | |
| 0.0072427520751953125, | |
| 0.007262207984924316, | |
| 0.007572480201721191, | |
| 0.00733081579208374, | |
| 0.0072540159225463864, | |
| 0.007511040210723877, | |
| 0.007614463806152344, | |
| 0.007321599960327148, | |
| 0.007261184215545655, | |
| 0.007171072006225586, | |
| 0.007301184177398681, | |
| 0.00725705623626709, | |
| 0.0071495680809020995, | |
| 0.007184383869171143, | |
| 0.007129151821136475, | |
| 0.007134208202362061, | |
| 0.00718236780166626, | |
| 0.007078911781311035, | |
| 0.007194623947143554, | |
| 0.007066624164581299, | |
| 0.007135231971740722, | |
| 0.007136256217956543, | |
| 0.007103487968444824, | |
| 0.0070563840866088865, | |
| 0.007024640083312988, | |
| 0.007066624164581299, | |
| 0.007132160186767578, | |
| 0.0071823358535766605, | |
| 0.007128064155578613, | |
| 0.00704307222366333, | |
| 0.007075679779052734, | |
| 0.007121920108795166, | |
| 0.007127999782562256, | |
| 0.0070594558715820314, | |
| 0.007120895862579346, | |
| 0.007106560230255127, | |
| 0.00713318395614624, | |
| 0.007066688060760498, | |
| 0.007070720195770264, | |
| 0.0070984640121459965, | |
| 0.0072120318412780765, | |
| 0.007116799831390381, | |
| 0.0070594558715820314, | |
| 0.007044095993041993, | |
| 0.007073791980743408, | |
| 0.006999040126800537, | |
| 0.007028736114501953, | |
| 0.007114751815795899, | |
| 0.007174015998840332, | |
| 0.007209983825683594, | |
| 0.007111680030822754, | |
| 0.00704307222366333, | |
| 0.00708403205871582, | |
| 0.007162879943847656, | |
| 0.007106560230255127, | |
| 0.007163904190063477, | |
| 0.007202816009521484, | |
| 0.007181312084197998, | |
| 0.007107583999633789, | |
| 0.007077888011932373 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 134.34997611686063 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.281191583743093e-08, | |
| "ram": 4.5269125863679544e-08, | |
| "gpu": 1.629430207972028e-07, | |
| "total": 2.9102406249831323e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3436141.985701942 | |
| } | |
| } | |
| } | |
| } |