IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
8072f48
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": 797.45024, | |
| "max_global_vram": 1410.859008, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.96623779296875, | |
| "mean": 7.96623779296875, | |
| "stdev": 0.0, | |
| "p50": 7.96623779296875, | |
| "p90": 7.96623779296875, | |
| "p95": 7.96623779296875, | |
| "p99": 7.96623779296875, | |
| "values": [ | |
| 7.96623779296875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 2.460771391669899e-06, | |
| "ram": 1.3064916920989835e-06, | |
| "gpu": 3.539169498001024e-06, | |
| "total": 7.306432581769907e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1186.684928, | |
| "max_global_vram": 1442.316288, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 70, | |
| "total": 0.998546591758728, | |
| "mean": 0.014264951310838972, | |
| "stdev": 0.0005396606193544513, | |
| "p50": 0.01413324785232544, | |
| "p90": 0.014430895805358886, | |
| "p95": 0.015369676351547241, | |
| "p99": 0.016610774803161626, | |
| "values": [ | |
| 0.015640576362609862, | |
| 0.01528012752532959, | |
| 0.014725119590759277, | |
| 0.014111743927001954, | |
| 0.014033920288085937, | |
| 0.014082079887390136, | |
| 0.014026752471923828, | |
| 0.0139683837890625, | |
| 0.014081024169921874, | |
| 0.014134271621704102, | |
| 0.014107647895812989, | |
| 0.014015487670898438, | |
| 0.014240768432617188, | |
| 0.014181376457214356, | |
| 0.01416806411743164, | |
| 0.014000127792358399, | |
| 0.014146559715270996, | |
| 0.01403395175933838, | |
| 0.013914112091064454, | |
| 0.014106623649597168, | |
| 0.013948927879333496, | |
| 0.01408409595489502, | |
| 0.014140416145324707, | |
| 0.014277631759643555, | |
| 0.014224384307861328, | |
| 0.014087167739868164, | |
| 0.014235648155212402, | |
| 0.014144512176513671, | |
| 0.014109696388244629, | |
| 0.013939711570739746, | |
| 0.013959168434143066, | |
| 0.014261247634887696, | |
| 0.013972479820251465, | |
| 0.014087167739868164, | |
| 0.014034943580627441, | |
| 0.014029824256896972, | |
| 0.014437376022338867, | |
| 0.014317567825317384, | |
| 0.01428889560699463, | |
| 0.014319616317749024, | |
| 0.014010368347167968, | |
| 0.014132224082946777, | |
| 0.013919232368469238, | |
| 0.013938688278198242, | |
| 0.013961215972900391, | |
| 0.014213184356689453, | |
| 0.015442943572998047, | |
| 0.01738447952270508, | |
| 0.01626316833496094, | |
| 0.01443017578125, | |
| 0.014169088363647461, | |
| 0.014254079818725587, | |
| 0.014196736335754395, | |
| 0.014242815971374511, | |
| 0.014152704238891601, | |
| 0.014179327964782714, | |
| 0.014149632453918457, | |
| 0.01419059181213379, | |
| 0.014158847808837891, | |
| 0.014173184394836426, | |
| 0.014105600357055664, | |
| 0.014087200164794922, | |
| 0.014092288017272948, | |
| 0.014062591552734375, | |
| 0.014110719680786133, | |
| 0.014050304412841797, | |
| 0.014148608207702636, | |
| 0.014114815711975098, | |
| 0.014185471534729004, | |
| 0.014127103805541993 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 70.10188665980006 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6992785741389889e-07, | |
| "ram": 9.238013413149645e-08, | |
| "gpu": 3.534275127887237e-07, | |
| "total": 6.157355043341191e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1624073.9618895939 | |
| } | |
| } | |
| } | |
| } |