IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
e5bbb04
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+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-5.10.223-212.873.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": "0.33.0", | |
| "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": 772.845568, | |
| "max_global_vram": 1403.518976, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.44342626953125, | |
| "mean": 7.44342626953125, | |
| "stdev": 0.0, | |
| "p50": 7.44342626953125, | |
| "p90": 7.44342626953125, | |
| "p95": 7.44342626953125, | |
| "p99": 7.44342626953125, | |
| "values": [ | |
| 7.44342626953125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1397244833337162e-06, | |
| "ram": 5.808003088914982e-07, | |
| "gpu": 1.8930570699999746e-06, | |
| "total": 3.613581862225189e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1160.310784, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 72, | |
| "total": 1.0027159366607663, | |
| "mean": 0.013926610231399536, | |
| "stdev": 0.0006379052584002916, | |
| "p50": 0.013716991901397704, | |
| "p90": 0.01443502082824707, | |
| "p95": 0.015286784076690674, | |
| "p99": 0.016445511627197266, | |
| "values": [ | |
| 0.01642086410522461, | |
| 0.015326208114624023, | |
| 0.015254528045654296, | |
| 0.014014464378356933, | |
| 0.013522944450378417, | |
| 0.013694975852966309, | |
| 0.013685759544372558, | |
| 0.013501407623291016, | |
| 0.013421567916870117, | |
| 0.01346560001373291, | |
| 0.014054400444030762, | |
| 0.013711359977722168, | |
| 0.01344921588897705, | |
| 0.013957088470458984, | |
| 0.013577216148376465, | |
| 0.013378560066223144, | |
| 0.013338624000549316, | |
| 0.0134717435836792, | |
| 0.013438912391662597, | |
| 0.013463552474975587, | |
| 0.013705216407775878, | |
| 0.013980671882629395, | |
| 0.014437376022338867, | |
| 0.014100480079650878, | |
| 0.013931520462036133, | |
| 0.013472767829895019, | |
| 0.01347379207611084, | |
| 0.014185471534729004, | |
| 0.013611007690429687, | |
| 0.013722623825073242, | |
| 0.0134717435836792, | |
| 0.013431872367858887, | |
| 0.013455360412597657, | |
| 0.013413375854492187, | |
| 0.013484031677246093, | |
| 0.013424575805664063, | |
| 0.01344921588897705, | |
| 0.013786111831665039, | |
| 0.013447168350219727, | |
| 0.013444095611572266, | |
| 0.013442048072814941, | |
| 0.013445119857788086, | |
| 0.013811712265014648, | |
| 0.013488127708435058, | |
| 0.01356492805480957, | |
| 0.013531135559082032, | |
| 0.013410304069519043, | |
| 0.013430720329284667, | |
| 0.013486080169677735, | |
| 0.013415424346923829, | |
| 0.014319616317749024, | |
| 0.016505855560302735, | |
| 0.01570918369293213, | |
| 0.014590975761413574, | |
| 0.014413824081420898, | |
| 0.014227456092834472, | |
| 0.014127103805541993, | |
| 0.014125056266784668, | |
| 0.014139391899108887, | |
| 0.014447615623474122, | |
| 0.014060544013977052, | |
| 0.014136320114135742, | |
| 0.01406873607635498, | |
| 0.014073856353759765, | |
| 0.014060544013977052, | |
| 0.014193663597106934, | |
| 0.014256128311157227, | |
| 0.014092288017272948, | |
| 0.014071807861328126, | |
| 0.014345184326171875, | |
| 0.014102527618408203, | |
| 0.014045184135437011 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 71.80498221637286 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6195299368431905e-07, | |
| "ram": 8.846106637230063e-08, | |
| "gpu": 3.714605073783783e-07, | |
| "total": 6.21874567434998e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1608041.319529482 | |
| } | |
| } | |
| } | |
| } |