IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
c034877
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": 7.1439052734375, | |
| "mean": 7.1439052734375, | |
| "stdev": 0.0, | |
| "p50": 7.1439052734375, | |
| "p90": 7.1439052734375, | |
| "p95": 7.1439052734375, | |
| "p99": 7.1439052734375, | |
| "values": [ | |
| 7.1439052734375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.60273838043213e-07, | |
| "ram": 4.5555636956076265e-07, | |
| "gpu": 0.0, | |
| "total": 1.3158302076039757e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 920.133632, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 139, | |
| "total": 1.0014885129928586, | |
| "mean": 0.007204953330883878, | |
| "stdev": 0.0002754709703965983, | |
| "p50": 0.007264256000518799, | |
| "p90": 0.007573068809509277, | |
| "p95": 0.007644364595413208, | |
| "p99": 0.007843746061325074, | |
| "values": [ | |
| 0.007849984169006348, | |
| 0.007816192150115966, | |
| 0.007833568096160889, | |
| 0.007805952072143555, | |
| 0.007716864109039307, | |
| 0.007683072090148926, | |
| 0.007614463806152344, | |
| 0.00758784008026123, | |
| 0.00727347183227539, | |
| 0.007342080116271973, | |
| 0.007308288097381592, | |
| 0.007278592109680176, | |
| 0.007290880203247071, | |
| 0.007333888053894043, | |
| 0.007286784172058106, | |
| 0.007373824119567871, | |
| 0.007371776103973389, | |
| 0.007358463764190673, | |
| 0.007457791805267334, | |
| 0.007302144050598145, | |
| 0.007354368209838867, | |
| 0.0073144640922546385, | |
| 0.0073431038856506346, | |
| 0.007355391979217529, | |
| 0.00733081579208374, | |
| 0.007292928218841553, | |
| 0.007309311866760254, | |
| 0.00729804801940918, | |
| 0.007375872135162354, | |
| 0.007336959838867187, | |
| 0.007218175888061523, | |
| 0.00723967981338501, | |
| 0.007412799835205078, | |
| 0.007225344181060791, | |
| 0.007290880203247071, | |
| 0.0073175039291381834, | |
| 0.0072724480628967286, | |
| 0.0073431038856506346, | |
| 0.007387135982513428, | |
| 0.007314432144165039, | |
| 0.007296000003814697, | |
| 0.007328767776489258, | |
| 0.007264256000518799, | |
| 0.007327744007110596, | |
| 0.007302144050598145, | |
| 0.007324639797210693, | |
| 0.0072427520751953125, | |
| 0.007312448024749756, | |
| 0.007241727828979493, | |
| 0.007230463981628418, | |
| 0.007267327785491944, | |
| 0.007223296165466309, | |
| 0.007359488010406494, | |
| 0.007247871875762939, | |
| 0.0072540159225463864, | |
| 0.007263232231140137, | |
| 0.007302175998687744, | |
| 0.0072202239036560055, | |
| 0.007268352031707764, | |
| 0.0073062400817871095, | |
| 0.0073697280883789065, | |
| 0.007393280029296875, | |
| 0.007367680072784424, | |
| 0.00831283187866211, | |
| 0.007640063762664795, | |
| 0.0075980801582336424, | |
| 0.007558176040649414, | |
| 0.0072837438583374025, | |
| 0.007288832187652588, | |
| 0.0072765440940856935, | |
| 0.007392255783081054, | |
| 0.007402495861053467, | |
| 0.007379968166351319, | |
| 0.0072120318412780765, | |
| 0.007087103843688965, | |
| 0.006897664070129395, | |
| 0.006890495777130127, | |
| 0.006899712085723877, | |
| 0.006961152076721191, | |
| 0.007293951988220215, | |
| 0.007504896163940429, | |
| 0.007569375991821289, | |
| 0.007613440036773681, | |
| 0.007605216026306152, | |
| 0.0074741759300231934, | |
| 0.007634943962097168, | |
| 0.007302144050598145, | |
| 0.007202816009521484, | |
| 0.007155712127685547, | |
| 0.007111680030822754, | |
| 0.007180287837982178, | |
| 0.007217152118682861, | |
| 0.0071833600997924804, | |
| 0.007169023990631103, | |
| 0.007058432102203369, | |
| 0.006975488185882568, | |
| 0.006821887969970703, | |
| 0.006848512172698974, | |
| 0.006866943836212158, | |
| 0.006923264026641846, | |
| 0.006903808116912841, | |
| 0.006896639823913574, | |
| 0.006873087882995605, | |
| 0.006936575889587402, | |
| 0.006889472007751465, | |
| 0.006862847805023193, | |
| 0.006876160144805908, | |
| 0.006863872051239014, | |
| 0.006866943836212158, | |
| 0.0068392958641052244, | |
| 0.006872064113616944, | |
| 0.006915071964263916, | |
| 0.0068986878395080565, | |
| 0.006847487926483154, | |
| 0.006918144226074219, | |
| 0.007044095993041993, | |
| 0.006905856132507324, | |
| 0.006867968082427979, | |
| 0.006914048194885254, | |
| 0.00695091199874878, | |
| 0.006866943836212158, | |
| 0.0068986878395080565, | |
| 0.006864895820617676, | |
| 0.006880256175994873, | |
| 0.006852608203887939, | |
| 0.006894591808319092, | |
| 0.006872064113616944, | |
| 0.006914048194885254, | |
| 0.006841343879699707, | |
| 0.00687718391418457, | |
| 0.00688640022277832, | |
| 0.006867968082427979, | |
| 0.0068884482383728025, | |
| 0.006905856132507324, | |
| 0.006900735855102539, | |
| 0.006879231929779053, | |
| 0.00693452787399292, | |
| 0.006908927917480469, | |
| 0.006884352207183838 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 138.79340421450357 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.339172867542143e-08, | |
| "ram": 4.5586705759200804e-08, | |
| "gpu": 1.687462226338065e-07, | |
| "total": 2.9772465706842867e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3358808.134491062 | |
| } | |
| } | |
| } | |
| } |