IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
6e82f1c
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": "5", | |
| "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": 1377.009664, | |
| "max_global_vram": 11.599872, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.190462890625, | |
| "mean": 8.190462890625, | |
| "stdev": 0.0, | |
| "p50": 8.190462890625, | |
| "p90": 8.190462890625, | |
| "p95": 8.190462890625, | |
| "p99": 8.190462890625, | |
| "values": [ | |
| 8.190462890625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1540.829184, | |
| "max_global_vram": 12.058624, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 745.086976 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 63, | |
| "total": 1.0006453371047972, | |
| "mean": 0.01588325931912377, | |
| "stdev": 0.0009837273592098717, | |
| "p50": 0.015775140762329103, | |
| "p90": 0.01609520263671875, | |
| "p95": 0.016193010520935056, | |
| "p99": 0.018949126205444353, | |
| "values": [ | |
| 0.01614185905456543, | |
| 0.016014339447021485, | |
| 0.016331939697265624, | |
| 0.016006980895996094, | |
| 0.015432901382446289, | |
| 0.015956899642944337, | |
| 0.015893699645996094, | |
| 0.015879940032958985, | |
| 0.015903618812561034, | |
| 0.016152259826660156, | |
| 0.0161021785736084, | |
| 0.016028579711914064, | |
| 0.0159512996673584, | |
| 0.016067298889160156, | |
| 0.02321927261352539, | |
| 0.016217378616333007, | |
| 0.01569849967956543, | |
| 0.01587273979187012, | |
| 0.015801700592041015, | |
| 0.01574666118621826, | |
| 0.01574697971343994, | |
| 0.01571738052368164, | |
| 0.015769700050354003, | |
| 0.01574026107788086, | |
| 0.01585706043243408, | |
| 0.01584202003479004, | |
| 0.015812740325927735, | |
| 0.015872260093688965, | |
| 0.015771619796752928, | |
| 0.015911620140075685, | |
| 0.015861379623413087, | |
| 0.015814339637756348, | |
| 0.015850020408630372, | |
| 0.015679780960083007, | |
| 0.01571130084991455, | |
| 0.01572122097015381, | |
| 0.015709060668945313, | |
| 0.01575834083557129, | |
| 0.015686500549316407, | |
| 0.015741540908813478, | |
| 0.015740740776062013, | |
| 0.0158583402633667, | |
| 0.01619753837585449, | |
| 0.01575193977355957, | |
| 0.01576393985748291, | |
| 0.01572778129577637, | |
| 0.015752579689025877, | |
| 0.015782659530639648, | |
| 0.015775140762329103, | |
| 0.015734339714050295, | |
| 0.015242182731628418, | |
| 0.01505722427368164, | |
| 0.014731624603271484, | |
| 0.01424954605102539, | |
| 0.015184421539306641, | |
| 0.015679620742797853, | |
| 0.015643780708312988, | |
| 0.015804100036621093, | |
| 0.015719619750976563, | |
| 0.015759461402893065, | |
| 0.015775139808654786, | |
| 0.015917380332946776, | |
| 0.01580105972290039 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 62.95936998245565 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |