IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
3f2c793
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "token-classification", | |
| "model": "microsoft/deberta-v3-base", | |
| "library": "transformers", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "hub_kwargs": { | |
| "revision": "main", | |
| "force_download": false, | |
| "local_files_only": false, | |
| "trust_remote_code": false | |
| }, | |
| "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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.289728, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "gpu": [ | |
| "NVIDIA A10G" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 24146608128, | |
| "optimum_benchmark_version": "0.2.0", | |
| "optimum_benchmark_commit": null, | |
| "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": "0.9.16", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 959.524864, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.607168 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 1.0067025604248048, | |
| "mean": 0.014178909301757813, | |
| "stdev": 0.00047087219810710613, | |
| "p50": 0.014135295867919923, | |
| "p90": 0.014680064201354981, | |
| "p95": 0.014971392154693603, | |
| "p99": 0.015605513763427732, | |
| "values": [ | |
| 0.015223808288574218, | |
| 0.015846336364746094, | |
| 0.015502304077148437, | |
| 0.015351807594299317, | |
| 0.014718976020812988, | |
| 0.014408703804016113, | |
| 0.013524031639099121, | |
| 0.013549568176269532, | |
| 0.01358950424194336, | |
| 0.013675519943237305, | |
| 0.01364684772491455, | |
| 0.013617152214050294, | |
| 0.013763584136962891, | |
| 0.013934592247009277, | |
| 0.013911040306091308, | |
| 0.014451711654663087, | |
| 0.01435142421722412, | |
| 0.014237759590148925, | |
| 0.014254079818725587, | |
| 0.014326784133911133, | |
| 0.014495776176452637, | |
| 0.014680064201354981, | |
| 0.014665727615356445, | |
| 0.014452735900878906, | |
| 0.01447116756439209, | |
| 0.014387200355529785, | |
| 0.014425087928771972, | |
| 0.014427136421203614, | |
| 0.014561280250549317, | |
| 0.014337023735046387, | |
| 0.014312447547912598, | |
| 0.014306303977966308, | |
| 0.014476287841796874, | |
| 0.01395199966430664, | |
| 0.013934528350830078, | |
| 0.014520319938659668, | |
| 0.014698495864868164, | |
| 0.014575615882873535, | |
| 0.014436351776123046, | |
| 0.014706687927246094, | |
| 0.014144512176513671, | |
| 0.01420083236694336, | |
| 0.014492671966552734, | |
| 0.014668800354003907, | |
| 0.014135295867919923, | |
| 0.01395404815673828, | |
| 0.013859840393066406, | |
| 0.013838303565979005, | |
| 0.013875200271606445, | |
| 0.013817855834960938, | |
| 0.014183423995971679, | |
| 0.014565376281738282, | |
| 0.013883392333984374, | |
| 0.013847552299499511, | |
| 0.01380352020263672, | |
| 0.013775872230529786, | |
| 0.013813759803771973, | |
| 0.013784064292907714, | |
| 0.013814784049987794, | |
| 0.013830143928527832, | |
| 0.013821951866149903, | |
| 0.013749183654785157, | |
| 0.013729791641235351, | |
| 0.013884415626525879, | |
| 0.013947936058044433, | |
| 0.013748224258422852, | |
| 0.013802495956420899, | |
| 0.013750240325927735, | |
| 0.013749247550964355, | |
| 0.013791232109069825, | |
| 0.013730815887451172 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 70.5272865999662 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5878576702541774e-07, | |
| "ram": 8.65385656737241e-08, | |
| "gpu": 3.236780367200006e-07, | |
| "total": 5.690023694191424e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1757461.925898191 | |
| } | |
| } | |
| } | |
| } |