IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
4c0e5c2
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu124", | |
| "_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": 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": 66697.25696, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.220-209.869.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": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "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": 773.20192, | |
| "max_global_vram": 1403.518976, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.3953681640625, | |
| "mean": 7.3953681640625, | |
| "stdev": 0.0, | |
| "p50": 7.3953681640625, | |
| "p90": 7.3953681640625, | |
| "p95": 7.3953681640625, | |
| "p99": 7.3953681640625, | |
| "values": [ | |
| 7.3953681640625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0802437145835756e-06, | |
| "ram": 5.761305496994766e-07, | |
| "gpu": 1.6600013279998924e-06, | |
| "total": 3.3163755922829443e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1160.892416, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 1.0049702110290526, | |
| "mean": 0.014154510014493702, | |
| "stdev": 0.00031088324655999835, | |
| "p50": 0.01406873607635498, | |
| "p90": 0.014420991897583007, | |
| "p95": 0.01495142412185669, | |
| "p99": 0.015454720211029052, | |
| "values": [ | |
| 0.015453184127807617, | |
| 0.015047679901123047, | |
| 0.01507737636566162, | |
| 0.014246912002563476, | |
| 0.014119935989379882, | |
| 0.014078975677490235, | |
| 0.014107647895812989, | |
| 0.014041152000427246, | |
| 0.014114815711975098, | |
| 0.013868032455444336, | |
| 0.01385267162322998, | |
| 0.013881376266479492, | |
| 0.014090239524841308, | |
| 0.014106687545776367, | |
| 0.014046208381652832, | |
| 0.01425100803375244, | |
| 0.014118911743164063, | |
| 0.014493696212768555, | |
| 0.014420991897583007, | |
| 0.014129152297973633, | |
| 0.014062623977661132, | |
| 0.014033920288085937, | |
| 0.014041088104248046, | |
| 0.013900799751281738, | |
| 0.013919232368469238, | |
| 0.014855168342590331, | |
| 0.014317567825317384, | |
| 0.01409331226348877, | |
| 0.01406873607635498, | |
| 0.01409331226348877, | |
| 0.014058496475219727, | |
| 0.014050304412841797, | |
| 0.014063615798950196, | |
| 0.014089216232299804, | |
| 0.013849599838256836, | |
| 0.014181407928466797, | |
| 0.014191616058349609, | |
| 0.014047231674194336, | |
| 0.014063615798950196, | |
| 0.013899776458740234, | |
| 0.014118911743164063, | |
| 0.014037023544311524, | |
| 0.014034943580627441, | |
| 0.014029824256896972, | |
| 0.014014464378356933, | |
| 0.014056447982788087, | |
| 0.013993951797485351, | |
| 0.014081024169921874, | |
| 0.014058464050292969, | |
| 0.014144512176513671, | |
| 0.01408512020111084, | |
| 0.014040032386779784, | |
| 0.014073856353759765, | |
| 0.014103551864624024, | |
| 0.013996031761169434, | |
| 0.014024703979492188, | |
| 0.014038016319274902, | |
| 0.014033920288085937, | |
| 0.014044159889221192, | |
| 0.014007360458374023, | |
| 0.014005248069763183, | |
| 0.014030847549438476, | |
| 0.014009344100952148, | |
| 0.014144512176513671, | |
| 0.014115839958190919, | |
| 0.014050304412841797, | |
| 0.014096384048461913, | |
| 0.014078975677490235, | |
| 0.0140697603225708, | |
| 0.015458304405212403, | |
| 0.014467071533203125 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 70.64886025556777 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6574040191936016e-07, | |
| "ram": 9.054970920237195e-08, | |
| "gpu": 3.47342098861109e-07, | |
| "total": 6.036322099828411e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1656637.905436534 | |
| } | |
| } | |
| } | |
| } |