IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
587b080
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_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": 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": 66697.285632, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.219-208.866.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": "0.2.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.42.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.31.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 976.195584, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.607168 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 1.001166723251343, | |
| "mean": 0.01410093976410342, | |
| "stdev": 0.00042881216000027777, | |
| "p50": 0.014079999923706055, | |
| "p90": 0.014682111740112304, | |
| "p95": 0.014846464157104493, | |
| "p99": 0.015186943817138672, | |
| "values": [ | |
| 0.015134719848632813, | |
| 0.015308799743652344, | |
| 0.014873600006103516, | |
| 0.015029248237609863, | |
| 0.014682111740112304, | |
| 0.01458892822265625, | |
| 0.014532608032226562, | |
| 0.014683135986328125, | |
| 0.01420083236694336, | |
| 0.014112768173217773, | |
| 0.014207967758178711, | |
| 0.014211008071899414, | |
| 0.014196736335754395, | |
| 0.014147583961486816, | |
| 0.014401535987854003, | |
| 0.01439027214050293, | |
| 0.014175200462341308, | |
| 0.014375935554504395, | |
| 0.01406156826019287, | |
| 0.014269439697265626, | |
| 0.01407795238494873, | |
| 0.014187520027160644, | |
| 0.014346240043640136, | |
| 0.01417728042602539, | |
| 0.014036992073059081, | |
| 0.014002176284790039, | |
| 0.014403583526611329, | |
| 0.014429183959960937, | |
| 0.014114815711975098, | |
| 0.014076864242553711, | |
| 0.013934592247009277, | |
| 0.014079999923706055, | |
| 0.01397760009765625, | |
| 0.013896703720092773, | |
| 0.013814784049987794, | |
| 0.014498815536499024, | |
| 0.014468095779418945, | |
| 0.014289919853210448, | |
| 0.014235648155212402, | |
| 0.01425100803375244, | |
| 0.01441590404510498, | |
| 0.013855744361877441, | |
| 0.013503487586975099, | |
| 0.01355673599243164, | |
| 0.013544447898864746, | |
| 0.013552672386169433, | |
| 0.013595647811889648, | |
| 0.0134901762008667, | |
| 0.014034943580627441, | |
| 0.014533632278442383, | |
| 0.014240768432617188, | |
| 0.014819328308105468, | |
| 0.013946880340576171, | |
| 0.013633536338806153, | |
| 0.013541376113891602, | |
| 0.013522944450378417, | |
| 0.01375641632080078, | |
| 0.013640704154968262, | |
| 0.013719552040100098, | |
| 0.01354751968383789, | |
| 0.01345638370513916, | |
| 0.014017536163330077, | |
| 0.014736384391784667, | |
| 0.013836288452148437, | |
| 0.013508607864379883, | |
| 0.013651968002319336, | |
| 0.013501440048217773, | |
| 0.013642751693725585, | |
| 0.013544447898864746, | |
| 0.013963264465332031, | |
| 0.013971455574035644 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 70.91725918478761 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.618934890350422e-07, | |
| "ram": 8.84347716010331e-08, | |
| "gpu": 3.504056857296918e-07, | |
| "total": 6.007339463657672e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1664630.417591106 | |
| } | |
| } | |
| } | |
| } |