IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
12b9705
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", | |
| "library": "transformers", | |
| "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": {}, | |
| "hub_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, | |
| "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": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 907.89888, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.039104 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 132, | |
| "total": 0.9994188141822815, | |
| "mean": 0.007571354652896072, | |
| "stdev": 0.00015613025795302478, | |
| "p50": 0.00757862377166748, | |
| "p90": 0.007691062545776367, | |
| "p95": 0.007775726270675659, | |
| "p99": 0.008036198596954345, | |
| "values": [ | |
| 0.008120320320129394, | |
| 0.007701504230499268, | |
| 0.007848959922790527, | |
| 0.007741439819335938, | |
| 0.007743519783020019, | |
| 0.007689248085021973, | |
| 0.00840601634979248, | |
| 0.007442431926727295, | |
| 0.007353343963623047, | |
| 0.007608223915100098, | |
| 0.007610367774963379, | |
| 0.007553023815155029, | |
| 0.00760422420501709, | |
| 0.0075929279327392575, | |
| 0.007588863849639893, | |
| 0.007601151943206787, | |
| 0.00759603214263916, | |
| 0.007781375885009765, | |
| 0.007601151943206787, | |
| 0.007771103858947754, | |
| 0.007617536067962646, | |
| 0.007628799915313721, | |
| 0.007517183780670166, | |
| 0.00759500789642334, | |
| 0.007583744049072265, | |
| 0.007570432186126709, | |
| 0.007632895946502686, | |
| 0.007601151943206787, | |
| 0.007608320236206055, | |
| 0.007607295989990235, | |
| 0.007643072128295898, | |
| 0.007635968208312988, | |
| 0.007632895946502686, | |
| 0.007575551986694336, | |
| 0.007547904014587403, | |
| 0.007611392021179199, | |
| 0.007571455955505371, | |
| 0.007574528217315674, | |
| 0.007591936111450195, | |
| 0.007580671787261963, | |
| 0.007561215877532959, | |
| 0.00757862377166748, | |
| 0.007546879768371582, | |
| 0.007535615921020508, | |
| 0.007577600002288819, | |
| 0.007544832229614258, | |
| 0.007673855781555176, | |
| 0.0075642881393432615, | |
| 0.007552000045776367, | |
| 0.00780083179473877, | |
| 0.007570432186126709, | |
| 0.007559167861938477, | |
| 0.007554048061370849, | |
| 0.007519231796264648, | |
| 0.007525375843048096, | |
| 0.007546879768371582, | |
| 0.007517183780670166, | |
| 0.007557119846343994, | |
| 0.007571455955505371, | |
| 0.0076912641525268555, | |
| 0.007625728130340576, | |
| 0.007602176189422607, | |
| 0.007620607852935791, | |
| 0.00758070421218872, | |
| 0.007579648017883301, | |
| 0.007515135765075683, | |
| 0.00781824016571045, | |
| 0.007145472049713135, | |
| 0.0071823358535766605, | |
| 0.007198719978332519, | |
| 0.007196735858917236, | |
| 0.007200767993927002, | |
| 0.007153664112091064, | |
| 0.007209983825683594, | |
| 0.0072007360458374026, | |
| 0.007206943988800049, | |
| 0.007204864025115967, | |
| 0.007268352031707764, | |
| 0.007605247974395752, | |
| 0.007792640209197998, | |
| 0.007600128173828125, | |
| 0.0075673599243164065, | |
| 0.007569407939910889, | |
| 0.007614463806152344, | |
| 0.007568384170532226, | |
| 0.007589888095855713, | |
| 0.007617536067962646, | |
| 0.007615488052368164, | |
| 0.007727104187011719, | |
| 0.007692287921905518, | |
| 0.007618559837341309, | |
| 0.007612415790557861, | |
| 0.007544832229614258, | |
| 0.0074997758865356446, | |
| 0.0075345921516418455, | |
| 0.007524352073669433, | |
| 0.007517151832580567, | |
| 0.00752019214630127, | |
| 0.007571455955505371, | |
| 0.007599135875701904, | |
| 0.007581696033477783, | |
| 0.007550975799560547, | |
| 0.007576576232910156, | |
| 0.007561215877532959, | |
| 0.007571455955505371, | |
| 0.007560192108154297, | |
| 0.00757862377166748, | |
| 0.007649280071258545, | |
| 0.007539711952209473, | |
| 0.007546879768371582, | |
| 0.007540736198425293, | |
| 0.00749567985534668, | |
| 0.007556096076965332, | |
| 0.007612415790557861, | |
| 0.007555071830749512, | |
| 0.007562240123748779, | |
| 0.0075980801582336424, | |
| 0.007642111778259277, | |
| 0.007615488052368164, | |
| 0.007649280071258545, | |
| 0.007571455955505371, | |
| 0.007566336154937744, | |
| 0.007568384170532226, | |
| 0.007590911865234375, | |
| 0.007590911865234375, | |
| 0.007582719802856445, | |
| 0.00758681583404541, | |
| 0.00758784008026123, | |
| 0.007521279811859131, | |
| 0.007549952030181885, | |
| 0.007520319938659668, | |
| 0.0075939841270446775 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 132.07676114042502 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.83795045040272e-08, | |
| "ram": 4.8252384395810725e-08, | |
| "gpu": 1.652696795407388e-07, | |
| "total": 3.019015684405767e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3312337.876100932 | |
| } | |
| } | |
| } | |
| } |