IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
7d08e79
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": 887.062528, | |
| "max_global_vram": 1410.859008, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.605184 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 8.00036962890625 | |
| ], | |
| "count": 1, | |
| "total": 8.00036962890625, | |
| "mean": 8.00036962890625, | |
| "p50": 8.00036962890625, | |
| "p90": 8.00036962890625, | |
| "p95": 8.00036962890625, | |
| "p99": 8.00036962890625, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.542446967720428e-07, | |
| "ram": 5.035672366824078e-07, | |
| "gpu": 1.8333347999721639e-06, | |
| "total": 3.2911467334266146e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1274.7776, | |
| "max_global_vram": 1442.316288, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.013830143928527832, | |
| 0.013926400184631347, | |
| 0.013728768348693847, | |
| 0.013785087585449218, | |
| 0.01406771183013916, | |
| 0.014516223907470703, | |
| 0.014513152122497559, | |
| 0.014057472229003906, | |
| 0.014647295951843262, | |
| 0.01459609603881836, | |
| 0.014503935813903808, | |
| 0.014706751823425294, | |
| 0.014503840446472169, | |
| 0.014708736419677734, | |
| 0.014477312088012695, | |
| 0.013808639526367187, | |
| 0.013944767951965331, | |
| 0.013634559631347656, | |
| 0.013702143669128418, | |
| 0.01387007999420166, | |
| 0.014767040252685546, | |
| 0.014751744270324708, | |
| 0.014869503974914551, | |
| 0.01470361614227295, | |
| 0.014621696472167968, | |
| 0.014539775848388671, | |
| 0.014489439964294434, | |
| 0.014377984046936035, | |
| 0.014286911964416504, | |
| 0.014518272399902344, | |
| 0.0143985595703125, | |
| 0.014219264030456542, | |
| 0.014428159713745118, | |
| 0.014729215621948242, | |
| 0.014603263854980468, | |
| 0.014369791984558105, | |
| 0.014301183700561524, | |
| 0.014297087669372559, | |
| 0.014213120460510254, | |
| 0.014705663681030273, | |
| 0.014097408294677734, | |
| 0.014042112350463867, | |
| 0.01396224021911621, | |
| 0.014092288017272948, | |
| 0.013948063850402832, | |
| 0.01390886402130127, | |
| 0.014029824256896972, | |
| 0.014013440132141113, | |
| 0.013985919952392577, | |
| 0.014018431663513183, | |
| 0.014021632194519042, | |
| 0.014089216232299804, | |
| 0.013982784271240235, | |
| 0.013993984222412109, | |
| 0.013941760063171387, | |
| 0.013929471969604493, | |
| 0.014034943580627441, | |
| 0.014089216232299804, | |
| 0.01396735954284668, | |
| 0.013974528312683105, | |
| 0.013776896476745605, | |
| 0.013898752212524413, | |
| 0.013906944274902343, | |
| 0.014023679733276367, | |
| 0.013899776458740234, | |
| 0.014162943840026856, | |
| 0.01395199966430664, | |
| 0.013932543754577637, | |
| 0.01399292755126953, | |
| 0.013982720375061035, | |
| 0.013876128196716308 | |
| ], | |
| "count": 71, | |
| "total": 1.007249217033386, | |
| "mean": 0.01418660869061107, | |
| "p50": 0.014057472229003906, | |
| "p90": 0.01470361614227295, | |
| "p95": 0.014718976020812988, | |
| "p99": 0.014797779369354247, | |
| "stdev": 0.00031758175118996076, | |
| "stdev_": 2.238602319384065 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 70.4890098689912 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.586923363547949e-07, | |
| "ram": 8.671938644925233e-08, | |
| "gpu": 3.3977804960135433e-07, | |
| "total": 5.851897724054015e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1708847.3639748283 | |
| } | |
| } | |
| } | |
| } |