IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
0df28c2
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+rocm5.7", | |
| "_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": "5", | |
| "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": false, | |
| "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": "warn", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.256576, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 8, | |
| "gpu_vram_mb": 549621596160, | |
| "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": 1042.898944, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 47311.425536, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.1272890625, | |
| "mean": 8.1272890625, | |
| "stdev": 0.0, | |
| "p50": 8.1272890625, | |
| "p90": 8.1272890625, | |
| "p95": 8.1272890625, | |
| "p99": 8.1272890625, | |
| "values": [ | |
| 8.1272890625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1160.368128, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 242295.283712, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.5072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 125, | |
| "total": 0.9999058513641358, | |
| "mean": 0.007999246810913086, | |
| "stdev": 0.004200741685445301, | |
| "p50": 0.00787277317047119, | |
| "p90": 0.008233635139465333, | |
| "p95": 0.008976192855834961, | |
| "p99": 0.026590379562378037, | |
| "values": [ | |
| 0.008843008995056151, | |
| 0.008920289993286134, | |
| 0.009026688575744629, | |
| 0.009074209213256836, | |
| 0.008979168891906739, | |
| 0.008964288711547851, | |
| 0.009096928596496582, | |
| 0.00873548984527588, | |
| 0.00865565013885498, | |
| 0.031488052368164064, | |
| 0.002487191915512085, | |
| 0.0024691109657287596, | |
| 0.004666384220123291, | |
| 0.008293730735778809, | |
| 0.008143491744995117, | |
| 0.011081082344055176, | |
| 0.007774212837219238, | |
| 0.0075887742042541504, | |
| 0.007591494083404541, | |
| 0.007820292949676514, | |
| 0.007962052822113036, | |
| 0.007718052864074707, | |
| 0.007906373023986817, | |
| 0.008040772438049317, | |
| 0.007658214092254639, | |
| 0.007562694072723389, | |
| 0.00762541389465332, | |
| 0.007758533954620362, | |
| 0.007729093074798584, | |
| 0.007545574188232422, | |
| 0.007648293972015381, | |
| 0.007802052974700928, | |
| 0.0076791739463806154, | |
| 0.0074753351211547855, | |
| 0.007713412761688233, | |
| 0.007678214073181152, | |
| 0.007700772762298584, | |
| 0.0075409340858459475, | |
| 0.007701734066009522, | |
| 0.007686373233795166, | |
| 0.007877892971038818, | |
| 0.007612452983856201, | |
| 0.007846532821655273, | |
| 0.007629893779754639, | |
| 0.007510694026947021, | |
| 0.007463174819946289, | |
| 0.007499334812164307, | |
| 0.007454693794250488, | |
| 0.007495654106140137, | |
| 0.007328774929046631, | |
| 0.007534694194793701, | |
| 0.007204774856567383, | |
| 0.007334054946899414, | |
| 0.007266375064849853, | |
| 0.007225415229797363, | |
| 0.007173894882202148, | |
| 0.007237575054168701, | |
| 0.007211336135864258, | |
| 0.007520934104919433, | |
| 0.007954051971435547, | |
| 0.007951013088226318, | |
| 0.007951653003692627, | |
| 0.008022532463073731, | |
| 0.007963172912597656, | |
| 0.007969573020935058, | |
| 0.007971013069152832, | |
| 0.007970531940460206, | |
| 0.007941573143005372, | |
| 0.007973092079162598, | |
| 0.007957733154296875, | |
| 0.007938212871551513, | |
| 0.007953251838684082, | |
| 0.0079564528465271, | |
| 0.007940292835235596, | |
| 0.00793693208694458, | |
| 0.007937092781066895, | |
| 0.007919172763824462, | |
| 0.007927492141723632, | |
| 0.00797613286972046, | |
| 0.007650053977966308, | |
| 0.007431654930114746, | |
| 0.007606694221496582, | |
| 0.007563814163208008, | |
| 0.007771812915802002, | |
| 0.007639974117279053, | |
| 0.00787277317047119, | |
| 0.007581093788146973, | |
| 0.007507015228271485, | |
| 0.007493093967437744, | |
| 0.007948613166809082, | |
| 0.007963653087615968, | |
| 0.007958532810211182, | |
| 0.007945251941680909, | |
| 0.04497840881347656, | |
| 0.0024702320098876954, | |
| 0.0024502320289611816, | |
| 0.0024513518810272217, | |
| 0.002464310884475708, | |
| 0.002443351984024048, | |
| 0.0024588708877563478, | |
| 0.006883976936340332, | |
| 0.008063812255859375, | |
| 0.007969411849975586, | |
| 0.007606373786926269, | |
| 0.007581093788146973, | |
| 0.007571653842926025, | |
| 0.007699812889099121, | |
| 0.00803437328338623, | |
| 0.008029253005981445, | |
| 0.008060452461242675, | |
| 0.00802029323577881, | |
| 0.008025253295898437, | |
| 0.008061092376708984, | |
| 0.008026851654052734, | |
| 0.007973573207855224, | |
| 0.007946053028106689, | |
| 0.008012131690979004, | |
| 0.008058371543884278, | |
| 0.008007493019104004, | |
| 0.00800861167907715, | |
| 0.008032133102416992, | |
| 0.00807581329345703, | |
| 0.0080940523147583, | |
| 0.008020931243896485, | |
| 0.008020453453063965 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 125.01176968758305 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |