IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
8cb4b8d
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", | |
| "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-5.10.215-203.850.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": "0.2.0", | |
| "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": "0.9.16", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 975.23712, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.607168 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 68, | |
| "total": 0.9990534448623658, | |
| "mean": 0.014691962424446555, | |
| "stdev": 0.0006094984280764985, | |
| "p50": 0.014626815795898437, | |
| "p90": 0.015394121932983399, | |
| "p95": 0.015665203285217286, | |
| "p99": 0.016927549514770508, | |
| "values": [ | |
| 0.01558732795715332, | |
| 0.0168407039642334, | |
| 0.017103872299194335, | |
| 0.01573583984375, | |
| 0.015165504455566406, | |
| 0.0155217924118042, | |
| 0.014718976020812988, | |
| 0.01458790397644043, | |
| 0.014721023559570312, | |
| 0.014857215881347656, | |
| 0.014617600440979005, | |
| 0.014763008117675782, | |
| 0.015341600418090821, | |
| 0.01527295970916748, | |
| 0.014721055984497071, | |
| 0.01490329647064209, | |
| 0.014577664375305176, | |
| 0.014676992416381835, | |
| 0.014608384132385254, | |
| 0.014742527961730957, | |
| 0.015516672134399414, | |
| 0.014874624252319337, | |
| 0.014630911827087402, | |
| 0.015036416053771973, | |
| 0.015148032188415527, | |
| 0.01469644832611084, | |
| 0.014693375587463378, | |
| 0.014995455741882324, | |
| 0.01508454418182373, | |
| 0.014583807945251465, | |
| 0.014622719764709472, | |
| 0.014645248413085938, | |
| 0.015148032188415527, | |
| 0.01521664047241211, | |
| 0.015040512084960938, | |
| 0.01467801570892334, | |
| 0.0147609920501709, | |
| 0.014614527702331542, | |
| 0.014606335639953612, | |
| 0.014844927787780762, | |
| 0.014553088188171387, | |
| 0.014540800094604492, | |
| 0.014639103889465332, | |
| 0.015707136154174805, | |
| 0.014609408378601075, | |
| 0.014138367652893067, | |
| 0.014149632453918457, | |
| 0.014428159713745118, | |
| 0.01439027214050293, | |
| 0.014071776390075683, | |
| 0.01396019172668457, | |
| 0.014047167778015136, | |
| 0.014010368347167968, | |
| 0.014046208381652832, | |
| 0.014036992073059081, | |
| 0.014139391899108887, | |
| 0.014082048416137695, | |
| 0.014003199577331543, | |
| 0.013992992401123047, | |
| 0.014105600357055664, | |
| 0.014052351951599122, | |
| 0.014141440391540527, | |
| 0.014217215538024902, | |
| 0.014136351585388184, | |
| 0.014110688209533692, | |
| 0.014036992073059081, | |
| 0.014149632453918457, | |
| 0.014053376197814941 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 68.06442673281407 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6752973968434222e-07, | |
| "ram": 9.154140178920065e-08, | |
| "gpu": 3.3822405774647216e-07, | |
| "total": 5.97295199220015e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1674214.025670827 | |
| } | |
| } | |
| } | |
| } |