IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
ffdb640
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "token-classification", | |
| "library": "transformers", | |
| "model_type": "deberta-v2", | |
| "model": "microsoft/deberta-v3-base", | |
| "processor": "microsoft/deberta-v3-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": false, | |
| "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 7643 48-Core Processor", | |
| "cpu_count": 96, | |
| "cpu_ram_mb": 1082028.982272, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 68702699520, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "d662120356cf9cce87fb802aea1c49ce74710c29", | |
| "transformers_version": "4.43.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 892.080128, | |
| "max_global_vram": 1059.88096, | |
| "max_process_vram": 44240.490496, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 6.94094140625, | |
| "mean": 6.94094140625, | |
| "stdev": 0.0, | |
| "p50": 6.94094140625, | |
| "p90": 6.94094140625, | |
| "p95": 6.94094140625, | |
| "p99": 6.94094140625, | |
| "values": [ | |
| 6.94094140625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1037.119488, | |
| "max_global_vram": 2123.575296, | |
| "max_process_vram": 303380.758528, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 745.086976 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 78, | |
| "total": 1.0081268396377565, | |
| "mean": 0.012924703072278927, | |
| "stdev": 0.000903992794082932, | |
| "p50": 0.012636211395263672, | |
| "p90": 0.013553031349182128, | |
| "p95": 0.013995889377593993, | |
| "p99": 0.01681533296585084, | |
| "values": [ | |
| 0.013988857269287109, | |
| 0.014035737991333008, | |
| 0.013864376068115235, | |
| 0.013760055541992187, | |
| 0.01367029571533203, | |
| 0.013502775192260742, | |
| 0.01340053367614746, | |
| 0.013406455039978027, | |
| 0.013380695343017578, | |
| 0.01843911552429199, | |
| 0.01519142246246338, | |
| 0.01338117504119873, | |
| 0.013036533355712891, | |
| 0.016330307006835937, | |
| 0.013494134902954102, | |
| 0.013089173316955567, | |
| 0.013266453742980957, | |
| 0.013130613327026367, | |
| 0.013057173728942871, | |
| 0.01302789306640625, | |
| 0.01304293441772461, | |
| 0.013086612701416016, | |
| 0.013043093681335449, | |
| 0.013154612541198731, | |
| 0.013098612785339355, | |
| 0.013179734230041503, | |
| 0.013123574256896973, | |
| 0.01292965316772461, | |
| 0.012733812332153321, | |
| 0.012257010459899902, | |
| 0.01226212978363037, | |
| 0.012292369842529297, | |
| 0.01223701000213623, | |
| 0.012462930679321289, | |
| 0.012417810440063477, | |
| 0.01234949016571045, | |
| 0.012399250984191895, | |
| 0.012384691238403321, | |
| 0.012344209671020508, | |
| 0.012357810974121093, | |
| 0.012616531372070312, | |
| 0.0126082124710083, | |
| 0.012588691711425782, | |
| 0.012607730865478516, | |
| 0.012575892448425293, | |
| 0.012613491058349609, | |
| 0.012637011528015137, | |
| 0.012513650894165038, | |
| 0.01263829231262207, | |
| 0.012616851806640624, | |
| 0.01259653091430664, | |
| 0.012611091613769531, | |
| 0.012630131721496582, | |
| 0.012616050720214845, | |
| 0.01265221118927002, | |
| 0.012666611671447755, | |
| 0.01265733242034912, | |
| 0.012673492431640626, | |
| 0.012687412261962891, | |
| 0.01267109203338623, | |
| 0.012663251876831054, | |
| 0.012635411262512207, | |
| 0.012657811164855957, | |
| 0.012629812240600585, | |
| 0.012591571807861328, | |
| 0.01239204978942871, | |
| 0.012539252281188965, | |
| 0.012456050872802734, | |
| 0.012312049865722657, | |
| 0.01237877082824707, | |
| 0.012412211418151856, | |
| 0.01236532974243164, | |
| 0.012367410659790039, | |
| 0.012397809982299805, | |
| 0.012341970443725587, | |
| 0.012326610565185548, | |
| 0.012332369804382324, | |
| 0.012237649917602539 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 77.37121653067707 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |