IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
a6fc464
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+rocm6.1", | |
| "_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 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.256576, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 8, | |
| "gpu_vram_mb": 549621596160, | |
| "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": 1376.91136, | |
| "max_global_vram": 11.362304, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.0092275390625, | |
| "mean": 8.0092275390625, | |
| "stdev": 0.0, | |
| "p50": 8.0092275390625, | |
| "p90": 8.0092275390625, | |
| "p95": 8.0092275390625, | |
| "p99": 8.0092275390625, | |
| "values": [ | |
| 8.0092275390625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1540.620288, | |
| "max_global_vram": 11.329536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 745.086976 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 67, | |
| "total": 1.004456656455994, | |
| "mean": 0.014991890394865575, | |
| "stdev": 0.0007126921174601763, | |
| "p50": 0.014673391342163085, | |
| "p90": 0.01606426582336426, | |
| "p95": 0.016095449256896974, | |
| "p99": 0.01612428855895996, | |
| "values": [ | |
| 0.01613706588745117, | |
| 0.015904747009277343, | |
| 0.015300588607788086, | |
| 0.015295469284057617, | |
| 0.015006030082702636, | |
| 0.014846670150756835, | |
| 0.014922349929809571, | |
| 0.014624112129211426, | |
| 0.014733551025390625, | |
| 0.014839950561523438, | |
| 0.014603791236877441, | |
| 0.014530991554260254, | |
| 0.014561391830444336, | |
| 0.014387632369995117, | |
| 0.01423579216003418, | |
| 0.014226193428039552, | |
| 0.01427883243560791, | |
| 0.014505071640014649, | |
| 0.01428763198852539, | |
| 0.014276272773742675, | |
| 0.01435691261291504, | |
| 0.01432603168487549, | |
| 0.014294511795043945, | |
| 0.014357711791992188, | |
| 0.014337391853332519, | |
| 0.01451963233947754, | |
| 0.014284111976623536, | |
| 0.01443563175201416, | |
| 0.014460432052612304, | |
| 0.014673391342163085, | |
| 0.01535002899169922, | |
| 0.01532538890838623, | |
| 0.01537002944946289, | |
| 0.01536746883392334, | |
| 0.016025545120239258, | |
| 0.016049867630004884, | |
| 0.016067626953125, | |
| 0.016069547653198242, | |
| 0.016117706298828124, | |
| 0.01604794692993164, | |
| 0.016020906448364257, | |
| 0.01606202507019043, | |
| 0.014723630905151367, | |
| 0.014404911994934082, | |
| 0.014551471710205079, | |
| 0.014498031616210938, | |
| 0.014255311965942383, | |
| 0.014399791717529297, | |
| 0.014361232757568359, | |
| 0.014189393043518066, | |
| 0.014198673248291016, | |
| 0.014151633262634277, | |
| 0.01416523265838623, | |
| 0.014176913261413574, | |
| 0.01452507209777832, | |
| 0.014358193397521972, | |
| 0.01563514804840088, | |
| 0.01589194679260254, | |
| 0.015850988388061524, | |
| 0.015604907989501954, | |
| 0.015505389213562011, | |
| 0.016101545333862304, | |
| 0.01590282726287842, | |
| 0.015342509269714356, | |
| 0.016100105285644532, | |
| 0.016084585189819336, | |
| 0.016053226470947264 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 66.70272885282567 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |