IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
9c98ef6
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": "0.4.0", | |
| "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": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 795.50464, | |
| "max_global_vram": 1410.859008, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.95112744140625, | |
| "mean": 7.95112744140625, | |
| "stdev": 0.0, | |
| "p50": 7.95112744140625, | |
| "p90": 7.95112744140625, | |
| "p95": 7.95112744140625, | |
| "p99": 7.95112744140625, | |
| "values": [ | |
| 7.95112744140625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 2.3798059520939004e-06, | |
| "ram": 1.285777990804005e-06, | |
| "gpu": 3.418336067984029e-06, | |
| "total": 7.0839200108819345e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1184.74752, | |
| "max_global_vram": 1442.316288, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 69, | |
| "total": 1.0089793586730957, | |
| "mean": 0.014622889256131822, | |
| "stdev": 0.00045476511138591117, | |
| "p50": 0.014667776107788086, | |
| "p90": 0.015057100677490234, | |
| "p95": 0.015256985664367676, | |
| "p99": 0.01619943367004394, | |
| "values": [ | |
| 0.01656012725830078, | |
| 0.016029695510864257, | |
| 0.014651391983032227, | |
| 0.01406668758392334, | |
| 0.014056447982788087, | |
| 0.014287872314453125, | |
| 0.013990912437438965, | |
| 0.013956095695495606, | |
| 0.014318592071533203, | |
| 0.014733311653137206, | |
| 0.014834624290466308, | |
| 0.014707743644714355, | |
| 0.015078399658203125, | |
| 0.01487667179107666, | |
| 0.01480294418334961, | |
| 0.014783488273620606, | |
| 0.014812159538269042, | |
| 0.014619647979736328, | |
| 0.014800959587097168, | |
| 0.014743552207946778, | |
| 0.014716032028198243, | |
| 0.014854144096374512, | |
| 0.015028223991394044, | |
| 0.01498316764831543, | |
| 0.014698495864868164, | |
| 0.015051775932312012, | |
| 0.014879743576049804, | |
| 0.014768128395080566, | |
| 0.01460223960876465, | |
| 0.014706687927246094, | |
| 0.01527500820159912, | |
| 0.014676992416381835, | |
| 0.0147957763671875, | |
| 0.014639103889465332, | |
| 0.014844927787780762, | |
| 0.015229951858520508, | |
| 0.015203328132629394, | |
| 0.014737407684326171, | |
| 0.014737471580505371, | |
| 0.014949376106262208, | |
| 0.014606335639953612, | |
| 0.014593024253845215, | |
| 0.014616576194763184, | |
| 0.014667776107788086, | |
| 0.014687264442443847, | |
| 0.014797823905944824, | |
| 0.015005696296691894, | |
| 0.015354880332946777, | |
| 0.014434304237365723, | |
| 0.014243840217590332, | |
| 0.014269503593444824, | |
| 0.014202879905700684, | |
| 0.014247936248779297, | |
| 0.014262271881103515, | |
| 0.01416806411743164, | |
| 0.01415167999267578, | |
| 0.014197759628295899, | |
| 0.014140416145324707, | |
| 0.014139391899108887, | |
| 0.014314496040344238, | |
| 0.014216192245483398, | |
| 0.014164992332458496, | |
| 0.01414355182647705, | |
| 0.01448857593536377, | |
| 0.014188544273376465, | |
| 0.014128128051757812, | |
| 0.014004287719726562, | |
| 0.01422640037536621, | |
| 0.014227456092834472 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 68.38593813330492 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.681086723479219e-07, | |
| "ram": 9.176583722408403e-08, | |
| "gpu": 3.877546138033406e-07, | |
| "total": 6.476291233753466e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1544093.62381381 | |
| } | |
| } | |
| } | |
| } |