IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
2f8a41b
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "token-classification", | |
| "library": "transformers", | |
| "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": {}, | |
| "hub_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, | |
| "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-5.10.215-203.850.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": "0.2.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 975.491072, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.607168 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 1.0056614370346066, | |
| "mean": 0.014164245592036717, | |
| "stdev": 0.00044171859682510525, | |
| "p50": 0.014051360130310058, | |
| "p90": 0.014436351776123046, | |
| "p95": 0.01508351993560791, | |
| "p99": 0.015944806003570556, | |
| "values": [ | |
| 0.01538764762878418, | |
| 0.01617919921875, | |
| 0.01579529571533203, | |
| 0.015844351768493654, | |
| 0.014779392242431641, | |
| 0.01420083236694336, | |
| 0.014054400444030762, | |
| 0.014000127792358399, | |
| 0.013830143928527832, | |
| 0.013831168174743653, | |
| 0.014029824256896972, | |
| 0.013916159629821777, | |
| 0.013868032455444336, | |
| 0.013856767654418945, | |
| 0.01397043228149414, | |
| 0.014118911743164063, | |
| 0.0141659517288208, | |
| 0.014126079559326172, | |
| 0.01397862434387207, | |
| 0.014105600357055664, | |
| 0.014051360130310058, | |
| 0.014134271621704102, | |
| 0.014071807861328126, | |
| 0.014046208381652832, | |
| 0.014112768173217773, | |
| 0.014109696388244629, | |
| 0.014051327705383301, | |
| 0.014015487670898438, | |
| 0.014034943580627441, | |
| 0.01425100803375244, | |
| 0.01390182399749756, | |
| 0.01397555160522461, | |
| 0.013876223564147949, | |
| 0.01386188793182373, | |
| 0.01386086368560791, | |
| 0.01384447956085205, | |
| 0.013927424430847168, | |
| 0.013837311744689941, | |
| 0.01386393642425537, | |
| 0.013969408035278321, | |
| 0.014004223823547364, | |
| 0.013921279907226563, | |
| 0.013874176025390626, | |
| 0.013881343841552735, | |
| 0.014483551979064941, | |
| 0.0140697603225708, | |
| 0.014072832107543945, | |
| 0.014585856437683106, | |
| 0.014299136161804199, | |
| 0.014231552124023437, | |
| 0.014375935554504395, | |
| 0.014306303977966308, | |
| 0.014115839958190919, | |
| 0.014170111656188965, | |
| 0.014113823890686035, | |
| 0.01386291217803955, | |
| 0.014436351776123046, | |
| 0.014094335556030273, | |
| 0.014057536125183106, | |
| 0.01407590389251709, | |
| 0.014056447982788087, | |
| 0.014050304412841797, | |
| 0.014042112350463867, | |
| 0.014034943580627441, | |
| 0.014164992332458496, | |
| 0.014210047721862793, | |
| 0.014139391899108887, | |
| 0.014013440132141113, | |
| 0.014020607948303223, | |
| 0.014040063858032227, | |
| 0.014019583702087402 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 70.60030084215782 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6661593805492662e-07, | |
| "ram": 9.068229740023525e-08, | |
| "gpu": 3.232911536944357e-07, | |
| "total": 5.805893891495975e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1722387.661036525 | |
| } | |
| } | |
| } | |
| } |