IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
f3a94b5
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "model": "openai-community/gpt2", | |
| "processor": "openai-community/gpt2", | |
| "device": "cpu", | |
| "device_ids": null, | |
| "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": false, | |
| "device_isolation_action": "error", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16757.354496, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1021-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.2.1", | |
| "optimum_benchmark_commit": "eee61510ab9c7b38bd9807712fa942e2f5ba255c", | |
| "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": { | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 946.23744, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.6247380229999635, | |
| "mean": 0.044624144499997395, | |
| "stdev": 0.0016402672051428968, | |
| "p50": 0.044231582000008984, | |
| "p90": 0.04473934469998255, | |
| "p95": 0.04679859764998895, | |
| "p99": 0.04970904752999985, | |
| "values": [ | |
| 0.050436660000002576, | |
| 0.04414278500001956, | |
| 0.04450531999998475, | |
| 0.04446495199999845, | |
| 0.04399746100000357, | |
| 0.04426325200000747, | |
| 0.04483964099998161, | |
| 0.0441999120000105, | |
| 0.04391604599999255, | |
| 0.043811779999998635, | |
| 0.0443330939999953, | |
| 0.04395183399998359, | |
| 0.04360586100000319, | |
| 0.044269424999981766 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 44.818786385924255 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.71949016875115e-06, | |
| "ram": 7.18599193592942e-08, | |
| "gpu": 0.0, | |
| "total": 1.7913500881104441e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1116476.345564392 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 946.23744, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.38339510600005156, | |
| "mean": 0.027385364714289397, | |
| "stdev": 0.0008429822368610816, | |
| "p50": 0.027193816000007587, | |
| "p90": 0.02856532549999713, | |
| "p95": 0.029108513399997094, | |
| "p99": 0.02933801227999453, | |
| "values": [ | |
| 0.02895404299999882, | |
| 0.026951100999980326, | |
| 0.027552197000005663, | |
| 0.027658317999993187, | |
| 0.027315552000004573, | |
| 0.02760267200000044, | |
| 0.027024159000006875, | |
| 0.0270720800000106, | |
| 0.027009413000001814, | |
| 0.027418234000009534, | |
| 0.02683309900001518, | |
| 0.02651868500001342, | |
| 0.02939538699999389, | |
| 0.026090166000017234 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 36.51585474332611 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0065921032486324e-06, | |
| "ram": 4.2065653425551774e-08, | |
| "gpu": 0.0, | |
| "total": 1.048657756674185e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 953599.9649413715 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.9289998639999908, | |
| "mean": 0.07146152799999929, | |
| "stdev": 0.0006324581272485751, | |
| "p50": 0.07132981199998767, | |
| "p90": 0.07212279980000176, | |
| "p95": 0.07241363499999239, | |
| "p99": 0.07274163339998609, | |
| "values": [ | |
| 0.07113019599998438, | |
| 0.07205278700001827, | |
| 0.07214030299999763, | |
| 0.07134183599998778, | |
| 0.07182213300001195, | |
| 0.07189762400000177, | |
| 0.07132981199998767, | |
| 0.0709568180000133, | |
| 0.07120635799998354, | |
| 0.07121162999999342, | |
| 0.07049653800001465, | |
| 0.07282363299998451, | |
| 0.07059019600001193 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 13.993543490981748 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |