IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
28f1d75
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "model": "FacebookAI/roberta-base", | |
| "library": "transformers", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "hub_kwargs": { | |
| "revision": "main", | |
| "force_download": false, | |
| "local_files_only": false, | |
| "trust_remote_code": false | |
| }, | |
| "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, | |
| "latency": true, | |
| "memory": 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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.29792, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.215-203.850.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": "0.2.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "0.9.16", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 909.856768, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.039104 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 135, | |
| "total": 0.9976586227416991, | |
| "mean": 0.007390063872160734, | |
| "stdev": 0.00028552764032967626, | |
| "p50": 0.00743833589553833, | |
| "p90": 0.007710924816131592, | |
| "p95": 0.00791900143623352, | |
| "p99": 0.008152882900238037, | |
| "values": [ | |
| 0.008269824028015137, | |
| 0.00790015983581543, | |
| 0.008026111602783203, | |
| 0.008056832313537597, | |
| 0.007953407764434815, | |
| 0.007958528041839599, | |
| 0.007904255867004394, | |
| 0.007642111778259277, | |
| 0.007547904014587403, | |
| 0.0074997758865356446, | |
| 0.00809881591796875, | |
| 0.007789567947387695, | |
| 0.00773632001876831, | |
| 0.007724031925201416, | |
| 0.007658495903015137, | |
| 0.007558144092559814, | |
| 0.007605247974395752, | |
| 0.007531519889831543, | |
| 0.00759603214263916, | |
| 0.007523327827453613, | |
| 0.007469056129455566, | |
| 0.007479296207427978, | |
| 0.007554048061370849, | |
| 0.007618559837341309, | |
| 0.007504896163940429, | |
| 0.007588863849639893, | |
| 0.007464960098266602, | |
| 0.007494688034057617, | |
| 0.007507967948913574, | |
| 0.007553023815155029, | |
| 0.007480319976806641, | |
| 0.007455743789672851, | |
| 0.007392255783081054, | |
| 0.0074332160949707035, | |
| 0.007426047801971435, | |
| 0.007432191848754883, | |
| 0.00743833589553833, | |
| 0.00748748779296875, | |
| 0.007514111995697022, | |
| 0.007560192108154297, | |
| 0.00759603214263916, | |
| 0.007544832229614258, | |
| 0.007488512039184571, | |
| 0.0074332160949707035, | |
| 0.00743833589553833, | |
| 0.007532544136047363, | |
| 0.007506944179534912, | |
| 0.007463935852050781, | |
| 0.007473152160644531, | |
| 0.007407616138458252, | |
| 0.007434175968170166, | |
| 0.00743833589553833, | |
| 0.007422976016998291, | |
| 0.007515135765075683, | |
| 0.007770112037658691, | |
| 0.0076912641525268555, | |
| 0.007427072048187256, | |
| 0.007493631839752197, | |
| 0.007427072048187256, | |
| 0.007449600219726562, | |
| 0.007414783954620361, | |
| 0.007457791805267334, | |
| 0.0074967041015625, | |
| 0.007569407939910889, | |
| 0.007571455955505371, | |
| 0.007534560203552246, | |
| 0.00818073558807373, | |
| 0.007548927783966064, | |
| 0.007478271961212158, | |
| 0.007458816051483155, | |
| 0.007489535808563232, | |
| 0.007443456172943115, | |
| 0.007385087966918945, | |
| 0.007231488227844239, | |
| 0.007344128131866455, | |
| 0.00742195177078247, | |
| 0.007201791763305664, | |
| 0.00710969591140747, | |
| 0.0071157760620117185, | |
| 0.007131103992462158, | |
| 0.007641088008880615, | |
| 0.007667712211608887, | |
| 0.007514111995697022, | |
| 0.007649280071258545, | |
| 0.007773183822631836, | |
| 0.007464960098266602, | |
| 0.007326720237731933, | |
| 0.007352320194244385, | |
| 0.007351295948028564, | |
| 0.007361536026000977, | |
| 0.007345151901245117, | |
| 0.007321599960327148, | |
| 0.0074700798988342285, | |
| 0.0073400321006774905, | |
| 0.007363584041595459, | |
| 0.007079936027526855, | |
| 0.007047167778015137, | |
| 0.0070594558715820314, | |
| 0.007073791980743408, | |
| 0.007050240039825439, | |
| 0.007080959796905518, | |
| 0.007032832145690918, | |
| 0.007058432102203369, | |
| 0.007051263809204102, | |
| 0.0070522880554199216, | |
| 0.007020544052124023, | |
| 0.007064576148986816, | |
| 0.007064576148986816, | |
| 0.00714035177230835, | |
| 0.007058432102203369, | |
| 0.007041024208068848, | |
| 0.007094272136688232, | |
| 0.0070256638526916505, | |
| 0.007045119762420654, | |
| 0.007011392116546631, | |
| 0.007015423774719238, | |
| 0.007001088142395019, | |
| 0.007023615837097168, | |
| 0.006994944095611572, | |
| 0.0070266880989074704, | |
| 0.007003136157989502, | |
| 0.007003136157989502, | |
| 0.007045119762420654, | |
| 0.007064576148986816, | |
| 0.007085055828094483, | |
| 0.007123968124389648, | |
| 0.007088128089904785, | |
| 0.0070522880554199216, | |
| 0.007071743965148926, | |
| 0.007008255958557129, | |
| 0.0069816322326660156, | |
| 0.006978559970855713, | |
| 0.007031807899475098, | |
| 0.006978559970855713, | |
| 0.007010272026062012 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 135.31682774314322 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.490021148371318e-08, | |
| "ram": 4.6411840899704005e-08, | |
| "gpu": 1.5879576195714423e-07, | |
| "total": 2.901078143405614e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3446994.3606072147 | |
| } | |
| } | |
| } | |
| } |