IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
752f603
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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-5.10.225-213.878.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": "0.5.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.45.1", | |
| "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": "0.13.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 802.7136, | |
| "max_global_vram": 1192.7552, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.21018214416503905 | |
| ], | |
| "count": 1, | |
| "total": 0.21018214416503905, | |
| "mean": 0.21018214416503905, | |
| "p50": 0.21018214416503905, | |
| "p90": 0.21018214416503905, | |
| "p95": 0.21018214416503905, | |
| "p99": 0.21018214416503905, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1088.917504, | |
| "max_global_vram": 1203.24096, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.03808 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.006237184047698975, | |
| 0.00603545618057251, | |
| 0.006058047771453858, | |
| 0.006139904022216797, | |
| 0.00608460807800293, | |
| 0.006030335903167725, | |
| 0.0060702719688415525, | |
| 0.006031360149383545, | |
| 0.00603545618057251, | |
| 0.006043647766113281, | |
| 0.006020095825195313, | |
| 0.006242303848266601, | |
| 0.006461311817169189, | |
| 0.006338560104370118, | |
| 0.006259744167327881, | |
| 0.006367231845855713, | |
| 0.006287424087524414, | |
| 0.006239168167114258, | |
| 0.0062044157981872555, | |
| 0.006238207817077636, | |
| 0.006268928050994873, | |
| 0.006245376110076905, | |
| 0.006301695823669433, | |
| 0.00626585578918457, | |
| 0.006254464149475098, | |
| 0.006238207817077636, | |
| 0.006292479991912842, | |
| 0.006326272010803223, | |
| 0.0063508481979370115, | |
| 0.006336512088775635, | |
| 0.006432767868041992, | |
| 0.006296576023101807, | |
| 0.006358016014099121, | |
| 0.0062638077735900875, | |
| 0.0062975997924804685, | |
| 0.006203392028808594, | |
| 0.0063211522102355954, | |
| 0.006346752166748047, | |
| 0.006271903991699219, | |
| 0.006391808032989502, | |
| 0.006220799922943115, | |
| 0.006294496059417724, | |
| 0.006358016014099121, | |
| 0.005997568130493164, | |
| 0.005903359889984131, | |
| 0.0059391999244689945, | |
| 0.005989376068115234, | |
| 0.005896031856536865, | |
| 0.006024191856384278, | |
| 0.006039552211761475, | |
| 0.005953536033630371, | |
| 0.005882880210876465, | |
| 0.005957632064819336, | |
| 0.005933055877685547, | |
| 0.006046720027923584, | |
| 0.006031360149383545, | |
| 0.0060067839622497555, | |
| 0.005952511787414551, | |
| 0.005975039958953857, | |
| 0.005937151908874512, | |
| 0.0062863359451293946, | |
| 0.00603545618057251, | |
| 0.006091775894165039, | |
| 0.006018080234527588, | |
| 0.006112256050109863, | |
| 0.006034431934356689, | |
| 0.0060590081214904785, | |
| 0.006025216102600098, | |
| 0.006033408164978027, | |
| 0.006069248199462891, | |
| 0.006047743797302246, | |
| 0.005883776187896729, | |
| 0.005850111961364746, | |
| 0.006039552211761475, | |
| 0.005960703849792481, | |
| 0.005781504154205322, | |
| 0.0058817601203918456, | |
| 0.005945343971252442, | |
| 0.005679103851318359, | |
| 0.005831615924835205, | |
| 0.0059688959121704105, | |
| 0.005760000228881836, | |
| 0.005653503894805908, | |
| 0.005601280212402344, | |
| 0.0060067839622497555, | |
| 0.006089663982391357, | |
| 0.006173696041107178, | |
| 0.006291456222534179, | |
| 0.0062259202003479, | |
| 0.0062228479385375976, | |
| 0.006403039932250976, | |
| 0.006318079948425293, | |
| 0.006347775936126709, | |
| 0.006020095825195313, | |
| 0.005903359889984131, | |
| 0.005873663902282715, | |
| 0.005866496086120605, | |
| 0.005839871883392334, | |
| 0.005858304023742676, | |
| 0.005830656051635743, | |
| 0.005901440143585205, | |
| 0.005907455921173096, | |
| 0.005888000011444092, | |
| 0.005825535774230957, | |
| 0.0060661759376525876, | |
| 0.005814271926879883, | |
| 0.005839680194854736, | |
| 0.005848991870880127, | |
| 0.005833727836608887, | |
| 0.005829631805419922, | |
| 0.005890048027038574, | |
| 0.005788671970367432, | |
| 0.0058551039695739744, | |
| 0.005865471839904785, | |
| 0.005921792030334472, | |
| 0.005825535774230957, | |
| 0.005863423824310303, | |
| 0.005796927928924561, | |
| 0.0058429441452026365, | |
| 0.005825503826141358, | |
| 0.005807968139648437, | |
| 0.005895232200622559, | |
| 0.005830656051635743, | |
| 0.00585203218460083, | |
| 0.006039552211761475, | |
| 0.005823488235473633, | |
| 0.005799935817718506, | |
| 0.006347775936126709, | |
| 0.005868544101715088, | |
| 0.005857279777526855, | |
| 0.005827583789825439, | |
| 0.00582144021987915, | |
| 0.005807104110717773, | |
| 0.005853184223175049, | |
| 0.005795839786529541, | |
| 0.006457344055175781, | |
| 0.006045536041259765, | |
| 0.005881855964660645, | |
| 0.005798912048339844, | |
| 0.0059012799263000485, | |
| 0.005780576229095459, | |
| 0.005983232021331787, | |
| 0.005817344188690185, | |
| 0.005904384136199951, | |
| 0.005899263858795166, | |
| 0.00581334400177002, | |
| 0.005882880210876465, | |
| 0.005940224170684814, | |
| 0.005902400016784668, | |
| 0.005794816017150879, | |
| 0.005827583789825439, | |
| 0.005864448070526123, | |
| 0.005908480167388916, | |
| 0.005815296173095703, | |
| 0.005824512004852295, | |
| 0.005775360107421875, | |
| 0.0058429441452026365, | |
| 0.005810239791870117, | |
| 0.005879807949066162, | |
| 0.005785600185394287, | |
| 0.005830656051635743, | |
| 0.005798912048339844, | |
| 0.0058091521263122555, | |
| 0.0059269118309021, | |
| 0.006012928009033203, | |
| 0.005846015930175781 | |
| ], | |
| "count": 166, | |
| "total": 0.9975704331398009, | |
| "mean": 0.00600946044060121, | |
| "p50": 0.005955584049224853, | |
| "p90": 0.006309887886047363, | |
| "p95": 0.006350080132484436, | |
| "p99": 0.006441369533538818, | |
| "stdev": 0.0001963434944086403, | |
| "stdev_": 3.2672399851757294 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 166.40429034922744 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.707284222378898e-08, | |
| "ram": 3.6632466047945654e-08, | |
| "gpu": 1.3312000605649968e-07, | |
| "total": 2.3682531432823433e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 4222521.578136801 | |
| } | |
| } | |
| } | |
| } |