IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/file.json with huggingface_hub
6c9a9d0
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "token-classification", | |
| "model": "microsoft/deberta-v3-base", | |
| "library": "transformers", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "hub_kwargs": { | |
| "revision": "main", | |
| "force_download": false, | |
| "local_files_only": false, | |
| "trust_remote_code": false | |
| }, | |
| "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, | |
| "latency": true, | |
| "memory": 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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.29792, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.214-202.855.amzn2.x86_64-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "gpu": [ | |
| "NVIDIA A10G" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 24146608128, | |
| "optimum_benchmark_version": "0.2.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "0.9.16", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 959.086592, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.607168 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 72, | |
| "total": 1.003494529724121, | |
| "mean": 0.013937424023946127, | |
| "stdev": 0.0006683063152755395, | |
| "p50": 0.013726719856262207, | |
| "p90": 0.014464611434936523, | |
| "p95": 0.015149977397918702, | |
| "p99": 0.0165119588470459, | |
| "values": [ | |
| 0.01478656005859375, | |
| 0.015286272048950195, | |
| 0.015038463592529297, | |
| 0.014474240303039551, | |
| 0.014053376197814941, | |
| 0.014352479934692382, | |
| 0.014017536163330077, | |
| 0.013987839698791504, | |
| 0.013972512245178223, | |
| 0.014286848068237304, | |
| 0.014042112350463867, | |
| 0.014046208381652832, | |
| 0.014193663597106934, | |
| 0.014220288276672363, | |
| 0.014334976196289062, | |
| 0.014652416229248047, | |
| 0.014228480339050293, | |
| 0.014005248069763183, | |
| 0.01394380760192871, | |
| 0.014023679733276367, | |
| 0.014183423995971679, | |
| 0.014377951622009277, | |
| 0.013644800186157227, | |
| 0.01360588836669922, | |
| 0.013631423950195313, | |
| 0.01356390380859375, | |
| 0.013493247985839844, | |
| 0.01350556755065918, | |
| 0.013806591987609864, | |
| 0.013494272232055664, | |
| 0.013504511833190918, | |
| 0.013560799598693848, | |
| 0.013606944084167481, | |
| 0.013904895782470703, | |
| 0.013925375938415528, | |
| 0.01358847999572754, | |
| 0.013567999839782715, | |
| 0.013641728401184081, | |
| 0.013509632110595703, | |
| 0.013693951606750488, | |
| 0.013364224433898926, | |
| 0.014140416145324707, | |
| 0.016475135803222657, | |
| 0.01660211181640625, | |
| 0.016360448837280273, | |
| 0.013648896217346192, | |
| 0.013220895767211914, | |
| 0.013283328056335449, | |
| 0.01321884822845459, | |
| 0.013167615890502929, | |
| 0.013080575942993163, | |
| 0.013072319984436035, | |
| 0.0135731201171875, | |
| 0.013849599838256836, | |
| 0.013727744102478028, | |
| 0.013644800186157227, | |
| 0.013725695610046386, | |
| 0.013692928314208984, | |
| 0.01369600009918213, | |
| 0.013740032196044923, | |
| 0.013790207862854004, | |
| 0.013767744064331055, | |
| 0.013692928314208984, | |
| 0.013658111572265624, | |
| 0.013722623825073242, | |
| 0.013656064033508301, | |
| 0.013637632369995116, | |
| 0.013786111831665039, | |
| 0.013669376373291015, | |
| 0.013635583877563476, | |
| 0.013735936164855958, | |
| 0.013699071884155273 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 71.74927004315022 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.621205639373791e-07, | |
| "ram": 8.839138424534483e-08, | |
| "gpu": 3.2932458778377775e-07, | |
| "total": 5.798365359665018e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1724623.989644164 | |
| } | |
| } | |
| } | |
| } |