IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
1a40e63
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+rocm5.7", | |
| "_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": "6", | |
| "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": false, | |
| "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": "warn", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082014.482432, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 8, | |
| "gpu_vram_mb": 549621596160, | |
| "optimum_benchmark_version": "0.5.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.45.1", | |
| "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": "0.13.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1114.435584, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 5339.828224, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.07802525329589843 | |
| ], | |
| "count": 1, | |
| "total": 0.07802525329589843, | |
| "mean": 0.07802525329589843, | |
| "p50": 0.07802525329589843, | |
| "p90": 0.07802525329589843, | |
| "p95": 0.07802525329589843, | |
| "p99": 0.07802525329589843, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1250.42688, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 313965.314048, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 745.086976 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.013641942977905273, | |
| 0.01327042293548584, | |
| 0.013045461654663085, | |
| 0.012810102462768555, | |
| 0.0128197021484375, | |
| 0.013028821945190429, | |
| 0.012859381675720215, | |
| 0.014440505027770997, | |
| 0.014521144866943359, | |
| 0.012923702239990235, | |
| 0.013373621940612793, | |
| 0.012837141036987305, | |
| 0.012849302291870117, | |
| 0.012822742462158204, | |
| 0.012973301887512207, | |
| 0.013110101699829102, | |
| 0.01284050178527832, | |
| 0.012873302459716797, | |
| 0.012827701568603515, | |
| 0.01286722183227539, | |
| 0.013107221603393554, | |
| 0.012826902389526367, | |
| 0.012826581954956055, | |
| 0.012839701652526856, | |
| 0.012836502075195313, | |
| 0.013136821746826172, | |
| 0.012846101760864257, | |
| 0.012857301712036133, | |
| 0.012894902229309082, | |
| 0.012983062744140624, | |
| 0.012823861122131347, | |
| 0.012854420661926269, | |
| 0.01303650188446045, | |
| 0.012836821556091308, | |
| 0.012861621856689454, | |
| 0.013205142021179199, | |
| 0.012927223205566406, | |
| 0.012900181770324707, | |
| 0.01308818244934082, | |
| 0.014453945159912109, | |
| 0.01473458480834961, | |
| 0.014573784828186035, | |
| 0.01355794334411621, | |
| 0.013672822952270508, | |
| 0.013618103981018067, | |
| 0.013952022552490234, | |
| 0.014336503982543946, | |
| 0.014533465385437011, | |
| 0.014507064819335938, | |
| 0.014464023590087891, | |
| 0.014017784118652343, | |
| 0.01343746280670166, | |
| 0.013480342864990235, | |
| 0.012882902145385742, | |
| 0.012880182266235352, | |
| 0.01323714256286621, | |
| 0.012939062118530274, | |
| 0.012885461807250977, | |
| 0.012878742218017578, | |
| 0.01285586166381836, | |
| 0.013233463287353515, | |
| 0.01289778232574463, | |
| 0.012923702239990235, | |
| 0.013012661933898925, | |
| 0.012868501663208009, | |
| 0.012909461975097656, | |
| 0.012908182144165038, | |
| 0.012908982276916505, | |
| 0.013220183372497559, | |
| 0.012912181854248047, | |
| 0.012939862251281738, | |
| 0.012918581962585449, | |
| 0.013262103080749512, | |
| 0.012947542190551758, | |
| 0.01295234203338623, | |
| 0.01293794059753418 | |
| ], | |
| "count": 76, | |
| "total": 1.004077868461609, | |
| "mean": 0.013211550900810644, | |
| "p50": 0.012938501358032227, | |
| "p90": 0.014388504505157471, | |
| "p95": 0.014510584831237794, | |
| "p99": 0.014613984823226928, | |
| "stdev": 0.0005418095673101771, | |
| "stdev_": 4.101029253703533 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 75.69134066906871 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |