IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
4005935
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_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": 1082015.236096, | |
| "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": "0.3.1", | |
| "optimum_benchmark_commit": "7ced484c6c538274314e9bbd7dcb0b3e27a51bd6", | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "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": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 891.830272, | |
| "max_global_vram": 1893.13024, | |
| "max_process_vram": 45557.5552, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.11949658203125, | |
| "mean": 7.11949658203125, | |
| "stdev": 0.0, | |
| "p50": 7.11949658203125, | |
| "p90": 7.11949658203125, | |
| "p95": 7.11949658203125, | |
| "p99": 7.11949658203125, | |
| "values": [ | |
| 7.11949658203125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1036.787712, | |
| "max_global_vram": 1956.061184, | |
| "max_process_vram": 291236.798464, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 745.086976 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 72, | |
| "total": 0.9979631586074829, | |
| "mean": 0.01386059942510393, | |
| "stdev": 0.0004847034414121546, | |
| "p50": 0.013839375019073487, | |
| "p90": 0.014590447521209717, | |
| "p95": 0.014871519899368286, | |
| "p99": 0.015286562805175782, | |
| "values": [ | |
| 0.01486417579650879, | |
| 0.015245777130126953, | |
| 0.014605615615844727, | |
| 0.01445393466949463, | |
| 0.01418785572052002, | |
| 0.014019055366516113, | |
| 0.013912975311279297, | |
| 0.014095375061035156, | |
| 0.013820975303649903, | |
| 0.014088656425476074, | |
| 0.0139422550201416, | |
| 0.014052655220031738, | |
| 0.014046415328979493, | |
| 0.014343695640563965, | |
| 0.013949134826660155, | |
| 0.015386417388916015, | |
| 0.01397569465637207, | |
| 0.013570734977722168, | |
| 0.013878894805908202, | |
| 0.014114575386047363, | |
| 0.013943055152893066, | |
| 0.01397265625, | |
| 0.013659534454345703, | |
| 0.013968175888061523, | |
| 0.013933455467224121, | |
| 0.014104015350341797, | |
| 0.013675695419311523, | |
| 0.013980495452880859, | |
| 0.013383694648742676, | |
| 0.013502413749694825, | |
| 0.013435694694519043, | |
| 0.013444494247436524, | |
| 0.013449773788452149, | |
| 0.013552495002746582, | |
| 0.013848175048828125, | |
| 0.013446093559265137, | |
| 0.013382893562316894, | |
| 0.013464815139770507, | |
| 0.013365934371948242, | |
| 0.013330095291137696, | |
| 0.013816494941711426, | |
| 0.013392173767089843, | |
| 0.013368655204772949, | |
| 0.013470733642578125, | |
| 0.013420974731445313, | |
| 0.013414894104003906, | |
| 0.014000655174255371, | |
| 0.01343553352355957, | |
| 0.013464975357055663, | |
| 0.01348865509033203, | |
| 0.013389453887939454, | |
| 0.013988015174865722, | |
| 0.01488049602508545, | |
| 0.014170255661010742, | |
| 0.014087215423583984, | |
| 0.015048815727233886, | |
| 0.014753934860229492, | |
| 0.014076814651489258, | |
| 0.014645296096801758, | |
| 0.013902574539184571, | |
| 0.013415534019470215, | |
| 0.013418254852294921, | |
| 0.01328913402557373, | |
| 0.013689294815063476, | |
| 0.013388014793395997, | |
| 0.013524333953857421, | |
| 0.013404974937438965, | |
| 0.01338497543334961, | |
| 0.013422574043273926, | |
| 0.013426895141601563, | |
| 0.014153453826904297, | |
| 0.013830574989318847 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 72.14695189796971 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |