IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
72dae14
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_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": {}, | |
| "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", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.293824, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.219-208.866.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": "0.3.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 982.4256, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.607168 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 74, | |
| "total": 1.0044415998458864, | |
| "mean": 0.013573535133052516, | |
| "stdev": 0.0008817712436058069, | |
| "p50": 0.013554687976837159, | |
| "p90": 0.01381642246246338, | |
| "p95": 0.01406679058074951, | |
| "p99": 0.0173749963569641, | |
| "values": [ | |
| 0.019805183410644533, | |
| 0.016476160049438478, | |
| 0.014964735984802247, | |
| 0.013831168174743653, | |
| 0.0136878080368042, | |
| 0.013709312438964843, | |
| 0.01368166446685791, | |
| 0.013447168350219727, | |
| 0.013447168350219727, | |
| 0.013296607971191407, | |
| 0.01339084815979004, | |
| 0.01349120044708252, | |
| 0.013650943756103515, | |
| 0.013579263687133789, | |
| 0.013727744102478028, | |
| 0.013596672058105469, | |
| 0.013570048332214356, | |
| 0.013727744102478028, | |
| 0.013956095695495606, | |
| 0.013771776199340821, | |
| 0.013439999580383302, | |
| 0.013323264122009277, | |
| 0.013598719596862792, | |
| 0.013616127967834473, | |
| 0.013622271537780761, | |
| 0.013600768089294434, | |
| 0.01365401554107666, | |
| 0.01335807991027832, | |
| 0.013145088195800781, | |
| 0.013252608299255371, | |
| 0.013682687759399414, | |
| 0.013584383964538574, | |
| 0.01328326416015625, | |
| 0.013064191818237305, | |
| 0.013393983840942383, | |
| 0.013632512092590332, | |
| 0.01396735954284668, | |
| 0.01397862434387207, | |
| 0.014230527877807618, | |
| 0.013782015800476074, | |
| 0.013634559631347656, | |
| 0.013652992248535157, | |
| 0.013571071624755859, | |
| 0.013560832023620606, | |
| 0.01354854393005371, | |
| 0.01350864028930664, | |
| 0.013595647811889648, | |
| 0.013639679908752441, | |
| 0.013758463859558106, | |
| 0.01365503978729248, | |
| 0.013578240394592284, | |
| 0.013560832023620606, | |
| 0.0133887996673584, | |
| 0.013275135993957519, | |
| 0.013034496307373047, | |
| 0.013025279998779296, | |
| 0.012990464210510254, | |
| 0.013029376029968261, | |
| 0.013082624435424805, | |
| 0.013040639877319337, | |
| 0.012998720169067383, | |
| 0.013036543846130372, | |
| 0.013048831939697265, | |
| 0.012980223655700684, | |
| 0.012993535995483398, | |
| 0.013023232460021973, | |
| 0.013027327537536621, | |
| 0.01296281623840332, | |
| 0.013010944366455078, | |
| 0.013028287887573242, | |
| 0.013110272407531738, | |
| 0.01306726360321045, | |
| 0.013012991905212403, | |
| 0.012989439964294434 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 73.67277501385246 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.603169349936752e-07, | |
| "ram": 8.764534477772694e-08, | |
| "gpu": 3.399026743242781e-07, | |
| "total": 5.878649540956803e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1701070.9569144363 | |
| } | |
| } | |
| } | |
| } |