IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
9728f7c
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu124", | |
| "_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": 66697.261056, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.223-212.873.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": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 786.747392, | |
| "max_global_vram": 1185.415168, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.37830908203125, | |
| "mean": 7.37830908203125, | |
| "stdev": 0.0, | |
| "p50": 7.37830908203125, | |
| "p90": 7.37830908203125, | |
| "p95": 7.37830908203125, | |
| "p99": 7.37830908203125, | |
| "values": [ | |
| 7.37830908203125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.708967777774747e-07, | |
| "ram": 4.6200821131824395e-07, | |
| "gpu": 1.747223619999981e-06, | |
| "total": 3.0801286090956998e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1083.334656, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 130, | |
| "total": 1.0036749448776245, | |
| "mean": 0.007720576499058648, | |
| "stdev": 0.00013660900347177193, | |
| "p50": 0.007665664196014404, | |
| "p90": 0.007866764831542968, | |
| "p95": 0.00804515814781189, | |
| "p99": 0.00822071855545044, | |
| "values": [ | |
| 0.008050687789916992, | |
| 0.008244159698486329, | |
| 0.007998496055603028, | |
| 0.008029215812683106, | |
| 0.00789798402786255, | |
| 0.008295424461364746, | |
| 0.007620543956756592, | |
| 0.007772160053253174, | |
| 0.007752511978149414, | |
| 0.007733248233795166, | |
| 0.007787519931793213, | |
| 0.007718912124633789, | |
| 0.007854207992553711, | |
| 0.008163328170776368, | |
| 0.007671840190887451, | |
| 0.007616511821746826, | |
| 0.0076839041709899905, | |
| 0.007659520149230957, | |
| 0.007667712211608887, | |
| 0.007863296031951903, | |
| 0.007633920192718506, | |
| 0.007648255825042725, | |
| 0.007638016223907471, | |
| 0.007647232055664062, | |
| 0.007678976058959961, | |
| 0.007658495903015137, | |
| 0.007808000087738037, | |
| 0.007646048069000244, | |
| 0.007679999828338623, | |
| 0.007632736206054687, | |
| 0.007681024074554443, | |
| 0.007635968208312988, | |
| 0.0076902399063110355, | |
| 0.007625728130340576, | |
| 0.007645088195800781, | |
| 0.007638976097106933, | |
| 0.007656447887420655, | |
| 0.00765337610244751, | |
| 0.007713791847229004, | |
| 0.007783423900604248, | |
| 0.0077608962059021, | |
| 0.007661568164825439, | |
| 0.00759500789642334, | |
| 0.007683072090148926, | |
| 0.007647232055664062, | |
| 0.007636991977691651, | |
| 0.007659520149230957, | |
| 0.007651328086853027, | |
| 0.00760422420501709, | |
| 0.007623744010925293, | |
| 0.0076574721336364745, | |
| 0.007629951953887939, | |
| 0.0076605439186096195, | |
| 0.008116224288940429, | |
| 0.007982079982757568, | |
| 0.00795750379562378, | |
| 0.007665664196014404, | |
| 0.007601247787475586, | |
| 0.007709695816040039, | |
| 0.007624703884124756, | |
| 0.007611392021179199, | |
| 0.007616511821746826, | |
| 0.007675903797149658, | |
| 0.007666687965393066, | |
| 0.007620607852935791, | |
| 0.007683072090148926, | |
| 0.007663616180419922, | |
| 0.007639039993286132, | |
| 0.007798783779144287, | |
| 0.007648255825042725, | |
| 0.008062975883483887, | |
| 0.0076912641525268555, | |
| 0.00769536018371582, | |
| 0.00764415979385376, | |
| 0.0076319041252136234, | |
| 0.007664639949798584, | |
| 0.007633920192718506, | |
| 0.007704576015472412, | |
| 0.007642144203186035, | |
| 0.0076555519104003905, | |
| 0.007654431819915771, | |
| 0.007665664196014404, | |
| 0.007809023857116699, | |
| 0.007678976058959961, | |
| 0.00764192008972168, | |
| 0.007568511962890625, | |
| 0.007621600151062012, | |
| 0.007609344005584716, | |
| 0.007758719921112061, | |
| 0.007618624210357666, | |
| 0.008144895553588867, | |
| 0.007749631881713868, | |
| 0.00780185604095459, | |
| 0.00780188798904419, | |
| 0.00781004810333252, | |
| 0.007770112037658691, | |
| 0.007789567947387695, | |
| 0.007805952072143555, | |
| 0.00767087984085083, | |
| 0.007717887878417969, | |
| 0.007724031925201416, | |
| 0.008038399696350097, | |
| 0.0076770238876342775, | |
| 0.007699456214904785, | |
| 0.007678976058959961, | |
| 0.00774348783493042, | |
| 0.007647071838378906, | |
| 0.0076605439186096195, | |
| 0.007629824161529541, | |
| 0.0076308479309082035, | |
| 0.007646207809448242, | |
| 0.007625696182250977, | |
| 0.007662591934204102, | |
| 0.007656447887420655, | |
| 0.007837696075439453, | |
| 0.007686143875122071, | |
| 0.007749567985534668, | |
| 0.007719744205474854, | |
| 0.007828544139862061, | |
| 0.007650335788726806, | |
| 0.007662591934204102, | |
| 0.007633920192718506, | |
| 0.007640063762664795, | |
| 0.007643136024475097, | |
| 0.007649280071258545, | |
| 0.007676928043365478, | |
| 0.007664639949798584, | |
| 0.007620607852935791, | |
| 0.007704576015472412, | |
| 0.007641056060791016 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 129.5240064160918 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.041491436598589e-08, | |
| "ram": 4.941294550288141e-08, | |
| "gpu": 1.6560869906870248e-07, | |
| "total": 3.054365589375698e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3274002.3115713424 | |
| } | |
| } | |
| } | |
| } |