IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
25d93c0
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": 975.470592, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.607168 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 69, | |
| "total": 0.9999452829360963, | |
| "mean": 0.014491960622262264, | |
| "stdev": 0.00045205445541745474, | |
| "p50": 0.014475263595581055, | |
| "p90": 0.014981145858764647, | |
| "p95": 0.015436614418029782, | |
| "p99": 0.015981363563537593, | |
| "values": [ | |
| 0.015691807746887207, | |
| 0.01620070457458496, | |
| 0.01587814426422119, | |
| 0.015696895599365233, | |
| 0.015053824424743652, | |
| 0.014575615882873535, | |
| 0.01448755168914795, | |
| 0.014504960060119629, | |
| 0.014573568344116212, | |
| 0.01476921558380127, | |
| 0.014623744010925293, | |
| 0.014621696472167968, | |
| 0.014708736419677734, | |
| 0.014226431846618653, | |
| 0.013994015693664551, | |
| 0.014362624168395996, | |
| 0.014486528396606446, | |
| 0.014547967910766601, | |
| 0.014521344184875488, | |
| 0.014586848258972168, | |
| 0.014869503974914551, | |
| 0.015017984390258789, | |
| 0.014578687667846679, | |
| 0.014788607597351074, | |
| 0.014669856071472169, | |
| 0.014493663787841797, | |
| 0.014475263595581055, | |
| 0.014402560234069824, | |
| 0.014971936225891113, | |
| 0.014544896125793457, | |
| 0.014526464462280274, | |
| 0.014561280250549317, | |
| 0.014799872398376464, | |
| 0.015040512084960938, | |
| 0.014364671707153321, | |
| 0.014707712173461914, | |
| 0.014855168342590331, | |
| 0.014417920112609863, | |
| 0.01468723201751709, | |
| 0.0144650239944458, | |
| 0.014337023735046387, | |
| 0.014363648414611817, | |
| 0.014155776023864745, | |
| 0.01459404754638672, | |
| 0.014353407859802245, | |
| 0.014423040390014649, | |
| 0.01426636791229248, | |
| 0.014345215797424317, | |
| 0.014128128051757812, | |
| 0.014033920288085937, | |
| 0.0140830717086792, | |
| 0.01427455997467041, | |
| 0.014012415885925293, | |
| 0.01408614444732666, | |
| 0.014172160148620605, | |
| 0.01400115203857422, | |
| 0.014542847633361817, | |
| 0.013991935729980469, | |
| 0.014013440132141113, | |
| 0.013970368385314942, | |
| 0.01397760009765625, | |
| 0.014051327705383301, | |
| 0.01408614444732666, | |
| 0.01415167999267578, | |
| 0.014110719680786133, | |
| 0.01397555160522461, | |
| 0.014064640045166015, | |
| 0.013969408035278321, | |
| 0.014058496475219727 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 69.0037756840037 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.626495493057112e-07, | |
| "ram": 8.884666877336663e-08, | |
| "gpu": 3.339157922465949e-07, | |
| "total": 5.854120103256727e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1708198.6402084343 | |
| } | |
| } | |
| } | |
| } |