IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
f86311a
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_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": 66697.293824, | |
| "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": "0.3.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "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": 707.592192, | |
| "max_global_vram": 1403.518976, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.18907470703125, | |
| "mean": 7.18907470703125, | |
| "stdev": 0.0, | |
| "p50": 7.18907470703125, | |
| "p90": 7.18907470703125, | |
| "p95": 7.18907470703125, | |
| "p99": 7.18907470703125, | |
| "values": [ | |
| 7.18907470703125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0946565204196507e-06, | |
| "ram": 5.834850508120818e-07, | |
| "gpu": 1.6983346919985723e-06, | |
| "total": 3.376476263230305e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 989.933568, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 76, | |
| "total": 1.00853577709198, | |
| "mean": 0.013270207593315528, | |
| "stdev": 0.000506099929157819, | |
| "p50": 0.013051392078399657, | |
| "p90": 0.01371446418762207, | |
| "p95": 0.014106640338897705, | |
| "p99": 0.015261208057403565, | |
| "values": [ | |
| 0.015569919586181641, | |
| 0.015158304214477539, | |
| 0.015156224250793457, | |
| 0.013361151695251466, | |
| 0.01306931209564209, | |
| 0.013009920120239257, | |
| 0.013095935821533204, | |
| 0.013049856185913086, | |
| 0.013058048248291015, | |
| 0.013022208213806152, | |
| 0.01305292797088623, | |
| 0.013032447814941407, | |
| 0.013025279998779296, | |
| 0.013007871627807617, | |
| 0.01306931209564209, | |
| 0.012930047988891602, | |
| 0.013203519821166992, | |
| 0.013210623741149903, | |
| 0.0130764799118042, | |
| 0.013034496307373047, | |
| 0.012993535995483398, | |
| 0.013035519599914551, | |
| 0.01298739242553711, | |
| 0.013012991905212403, | |
| 0.012975104331970215, | |
| 0.012980223655700684, | |
| 0.013005824089050292, | |
| 0.013101056098937988, | |
| 0.012915648460388184, | |
| 0.012902400016784669, | |
| 0.013094880104064942, | |
| 0.013044735908508302, | |
| 0.012996607780456543, | |
| 0.01304576015472412, | |
| 0.013028351783752442, | |
| 0.013007871627807617, | |
| 0.013014016151428222, | |
| 0.013005824089050292, | |
| 0.013081600189208984, | |
| 0.013433856010437012, | |
| 0.01427564811706543, | |
| 0.013590527534484862, | |
| 0.013520895957946777, | |
| 0.013039615631103516, | |
| 0.012990495681762696, | |
| 0.013089792251586914, | |
| 0.013034496307373047, | |
| 0.013009920120239257, | |
| 0.013468671798706054, | |
| 0.013950016021728516, | |
| 0.013928447723388672, | |
| 0.014050304412841797, | |
| 0.013715519905090331, | |
| 0.013587455749511718, | |
| 0.013487104415893555, | |
| 0.013517824172973633, | |
| 0.013516799926757812, | |
| 0.013713408470153808, | |
| 0.01356390380859375, | |
| 0.01350656032562256, | |
| 0.013540351867675781, | |
| 0.013466624259948731, | |
| 0.013005824089050292, | |
| 0.012950528144836425, | |
| 0.012959744453430176, | |
| 0.013002752304077148, | |
| 0.012918784141540527, | |
| 0.012967935562133789, | |
| 0.01296076774597168, | |
| 0.013009920120239257, | |
| 0.01307545566558838, | |
| 0.013023232460021973, | |
| 0.013095935821533204, | |
| 0.013006848335266113, | |
| 0.01306931209564209, | |
| 0.01306726360321045 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 75.35677139698404 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5475631921322316e-07, | |
| "ram": 8.457112373260101e-08, | |
| "gpu": 3.39278770701311e-07, | |
| "total": 5.786062136471351e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1728291.1527974936 | |
| } | |
| } | |
| } | |
| } |