IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
364a8d7
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": "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": {}, | |
| "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": 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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.236096, | |
| "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": "0.2.0", | |
| "optimum_benchmark_commit": "519f5ad32b6cd1fea2bd501503e24d19a1e23c22", | |
| "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": 1026.02752, | |
| "max_global_vram": 2748.563456, | |
| "max_process_vram": 291436.978176, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 745.087488 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 76, | |
| "total": 1.007524724006653, | |
| "mean": 0.01325690426324543, | |
| "stdev": 0.0006684026301356472, | |
| "p50": 0.012951571941375733, | |
| "p90": 0.014346209526062012, | |
| "p95": 0.014461408853530883, | |
| "p99": 0.01484936785697937, | |
| "values": [ | |
| 0.015529887199401855, | |
| 0.014364768981933593, | |
| 0.014325408935546876, | |
| 0.014318689346313477, | |
| 0.014326370239257813, | |
| 0.01433388900756836, | |
| 0.014277249336242677, | |
| 0.014437249183654785, | |
| 0.014348770141601562, | |
| 0.014451008796691894, | |
| 0.014317568778991699, | |
| 0.014492609024047852, | |
| 0.014343648910522462, | |
| 0.01308701229095459, | |
| 0.012704453468322753, | |
| 0.012703012466430665, | |
| 0.012919013023376464, | |
| 0.012730691909790039, | |
| 0.012754053115844726, | |
| 0.012974692344665526, | |
| 0.012708292961120606, | |
| 0.012783013343811035, | |
| 0.012948612213134765, | |
| 0.012770691871643066, | |
| 0.012777732849121095, | |
| 0.012994372367858886, | |
| 0.012730692863464356, | |
| 0.012721412658691407, | |
| 0.012996453285217285, | |
| 0.012794692039489746, | |
| 0.012742853164672852, | |
| 0.012756612777709961, | |
| 0.012696453094482422, | |
| 0.01301501178741455, | |
| 0.012778372764587402, | |
| 0.01276941204071045, | |
| 0.01300285243988037, | |
| 0.01273757266998291, | |
| 0.012778853416442871, | |
| 0.012975491523742676, | |
| 0.012681093215942383, | |
| 0.01273869228363037, | |
| 0.013248612403869629, | |
| 0.012954531669616699, | |
| 0.012799972534179688, | |
| 0.013232770919799805, | |
| 0.012769573211669922, | |
| 0.012782692909240723, | |
| 0.013044452667236328, | |
| 0.012795493125915528, | |
| 0.012836612701416016, | |
| 0.013113571166992187, | |
| 0.012787013053894044, | |
| 0.012770052909851073, | |
| 0.014622528076171875, | |
| 0.01336925220489502, | |
| 0.013881409645080566, | |
| 0.01456044864654541, | |
| 0.01358428955078125, | |
| 0.013572291374206543, | |
| 0.013431971549987792, | |
| 0.013588770866394043, | |
| 0.013832450866699219, | |
| 0.013484451293945312, | |
| 0.012767011642456055, | |
| 0.012796612739562988, | |
| 0.013047492027282715, | |
| 0.012832932472229004, | |
| 0.013159972190856933, | |
| 0.012858053207397462, | |
| 0.012831011772155761, | |
| 0.012857253074645997, | |
| 0.013220610618591309, | |
| 0.01284013271331787, | |
| 0.01280989170074463, | |
| 0.012801252365112304 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 75.43239206852274 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |