IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
7248ca4
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+cu124", | |
| "_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": 66697.261056, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.224-212.876.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": "0.5.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": "1.22.0", | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": "0.13.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 885.776384, | |
| "max_global_vram": 1410.859008, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.605184 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 7.97376318359375 | |
| ], | |
| "count": 1, | |
| "total": 7.97376318359375, | |
| "mean": 7.97376318359375, | |
| "p50": 7.97376318359375, | |
| "p90": 7.97376318359375, | |
| "p95": 7.97376318359375, | |
| "p99": 7.97376318359375, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0152256918445348e-06, | |
| "ram": 5.376251762597361e-07, | |
| "gpu": 0.0, | |
| "total": 1.5528508681042709e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1273.544704, | |
| "max_global_vram": 1442.316288, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.013755392074584961, | |
| 0.01406668758392334, | |
| 0.01408409595489502, | |
| 0.01397657585144043, | |
| 0.014014431953430176, | |
| 0.014098431587219238, | |
| 0.013971455574035644, | |
| 0.013993984222412109, | |
| 0.013982720375061035, | |
| 0.013959168434143066, | |
| 0.013926400184631347, | |
| 0.01400115203857422, | |
| 0.013837311744689941, | |
| 0.013825023651123047, | |
| 0.013997056007385255, | |
| 0.013924351692199707, | |
| 0.013935615539550781, | |
| 0.013843456268310546, | |
| 0.013881440162658692, | |
| 0.013855744361877441, | |
| 0.013889535903930664, | |
| 0.013789183616638183, | |
| 0.01397657585144043, | |
| 0.013889599800109863, | |
| 0.014057472229003906, | |
| 0.013889535903930664, | |
| 0.01397760009765625, | |
| 0.013694975852966309, | |
| 0.01359769630432129, | |
| 0.013660223960876464, | |
| 0.01384943962097168, | |
| 0.01397657585144043, | |
| 0.01428172779083252, | |
| 0.014148608207702636, | |
| 0.013854751586914063, | |
| 0.013797375679016113, | |
| 0.013821951866149903, | |
| 0.01397555160522461, | |
| 0.014033920288085937, | |
| 0.014009344100952148, | |
| 0.014221311569213867, | |
| 0.013908960342407227, | |
| 0.013835264205932616, | |
| 0.013949952125549316, | |
| 0.014052351951599122, | |
| 0.013839360237121581, | |
| 0.014027775764465332, | |
| 0.013917183876037598, | |
| 0.013935456275939942, | |
| 0.013956031799316405, | |
| 0.01389568042755127, | |
| 0.013925375938415528, | |
| 0.013874176025390626, | |
| 0.013999103546142578, | |
| 0.013840383529663085, | |
| 0.014030847549438476, | |
| 0.01395404815673828, | |
| 0.014018560409545898, | |
| 0.01399295997619629, | |
| 0.01393558406829834, | |
| 0.013942784309387207, | |
| 0.013909088134765626, | |
| 0.014081024169921874, | |
| 0.013938688278198242, | |
| 0.013927424430847168, | |
| 0.01396224021911621, | |
| 0.014155808448791505, | |
| 0.01355571174621582, | |
| 0.013041664123535156, | |
| 0.013024191856384277, | |
| 0.013133824348449707, | |
| 0.013014016151428222 | |
| ], | |
| "count": 72, | |
| "total": 0.9998989753723141, | |
| "mean": 0.013887485769059925, | |
| "p50": 0.01393559980392456, | |
| "p90": 0.014065766048431396, | |
| "p95": 0.014121011066436767, | |
| "p99": 0.014238832273483278, | |
| "stdev": 0.0002362550358998288, | |
| "stdev_": 1.7012081223959479 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 72.00727450809782 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6521774029772335e-07, | |
| "ram": 9.028096259091457e-08, | |
| "gpu": 3.472302160554028e-07, | |
| "total": 6.027289189440407e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1659120.6570143737 | |
| } | |
| } | |
| } | |
| } |