IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
f745c74
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "model_type": "gpt2", | |
| "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": {}, | |
| "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, | |
| "memory": true, | |
| "latency": 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", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16757.342208, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "15551974bf1587da56f13594c8d29dbb2a9cc72d", | |
| "transformers_version": "4.43.1", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "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": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1121.161216, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.999508577000029, | |
| "mean": 4.999508577000029, | |
| "stdev": 0.0, | |
| "p50": 4.999508577000029, | |
| "p90": 4.999508577000029, | |
| "p95": 4.999508577000029, | |
| "p99": 4.999508577000029, | |
| "values": [ | |
| 4.999508577000029 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.901350286271837e-05, | |
| "ram": 2.884585809480314e-06, | |
| "gpu": 0, | |
| "total": 7.189808867219869e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 974.78656, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.6536937339998872, | |
| "mean": 0.04669240957142051, | |
| "stdev": 0.002411470177445133, | |
| "p50": 0.045245096999991574, | |
| "p90": 0.05004423239998346, | |
| "p95": 0.050440481049975006, | |
| "p99": 0.05058298340996999, | |
| "values": [ | |
| 0.04493532700001879, | |
| 0.04454583899996578, | |
| 0.044629565999969145, | |
| 0.044714354000007006, | |
| 0.04466232599997966, | |
| 0.046878152000033424, | |
| 0.044811956999978975, | |
| 0.04929482300002519, | |
| 0.05061860899996873, | |
| 0.04934345399999529, | |
| 0.050344565999978386, | |
| 0.049326592999989316, | |
| 0.04555486699996436, | |
| 0.044033301000013125 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 42.833514448227575 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.739835796724771e-06, | |
| "ram": 7.271002312108975e-08, | |
| "gpu": 0.0, | |
| "total": 1.8125458198458607e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1103420.3814886624 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 975.572992, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.4064616420001812, | |
| "mean": 0.029032974428584372, | |
| "stdev": 0.0018256324536103873, | |
| "p50": 0.028632922000014105, | |
| "p90": 0.03136768960002882, | |
| "p95": 0.03143494605001536, | |
| "p99": 0.03148326600999155, | |
| "values": [ | |
| 0.027487650000011854, | |
| 0.02909272200002988, | |
| 0.027609678000033, | |
| 0.02690113199997768, | |
| 0.02817312199999833, | |
| 0.02711192599997503, | |
| 0.030766914000025736, | |
| 0.0314953459999856, | |
| 0.031402423000031376, | |
| 0.030323805000023185, | |
| 0.03128664500002287, | |
| 0.030804454000019632, | |
| 0.02748215900004425, | |
| 0.026523666000002777 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 34.44359455693425 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0445743444077246e-06, | |
| "ram": 4.365581908950847e-08, | |
| "gpu": 0.0, | |
| "total": 1.0882301634972342e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 918923.2512966836 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.4006024190001085, | |
| "mean": 0.02861445850000775, | |
| "stdev": 0.0017559117726899736, | |
| "p50": 0.028268575500021598, | |
| "p90": 0.030864076600016686, | |
| "p95": 0.030932095500008926, | |
| "p99": 0.030976560699989476, | |
| "values": [ | |
| 0.02713259500001186, | |
| 0.028736576000028435, | |
| 0.027271855000037704, | |
| 0.026549083999952927, | |
| 0.02780057500001476, | |
| 0.026748345999976664, | |
| 0.030257349999999406, | |
| 0.030987676999984615, | |
| 0.03090216700002202, | |
| 0.029830251000021235, | |
| 0.03077519900000425, | |
| 0.03031315399999812, | |
| 0.027104944000029718, | |
| 0.026192646000026798 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 34.947367604378364 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |