IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
91c890e
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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": null, | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16766.7712, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.5.0", | |
| "optimum_benchmark_commit": "561decaa572e5fab6badddc5ef8584951503575b", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1115.836416, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.945667348000001, | |
| "mean": 4.945667348000001, | |
| "stdev": 0.0, | |
| "p50": 4.945667348000001, | |
| "p90": 4.945667348000001, | |
| "p95": 4.945667348000001, | |
| "p99": 4.945667348000001, | |
| "values": [ | |
| 4.945667348000001 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.794245861666706e-05, | |
| "ram": 2.8414224786072634e-06, | |
| "gpu": 0, | |
| "total": 7.078388109527433e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 969.428992, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.6409762829999295, | |
| "mean": 0.0493058679230715, | |
| "stdev": 0.0022054642349399693, | |
| "p50": 0.04960502599999472, | |
| "p90": 0.05138205139998035, | |
| "p95": 0.05189101679997066, | |
| "p99": 0.052382837759967056, | |
| "values": [ | |
| 0.05011516600001187, | |
| 0.04928863099996761, | |
| 0.04960502599999472, | |
| 0.050257542999986526, | |
| 0.05250579299996616, | |
| 0.051481165999973655, | |
| 0.04970324100003154, | |
| 0.04854173499995795, | |
| 0.04910451500001045, | |
| 0.04848658200000955, | |
| 0.05098559300000716, | |
| 0.04796167500001047, | |
| 0.04293961700000182 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 40.56312330046518 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.7489675608695426e-06, | |
| "ram": 7.313114618401745e-08, | |
| "gpu": 0.0, | |
| "total": 1.82209870705356e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1097635.3763151048 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 969.95328, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.39721794100000807, | |
| "mean": 0.030555226230769852, | |
| "stdev": 0.002070783405453276, | |
| "p50": 0.03056852500003515, | |
| "p90": 0.0328605862000245, | |
| "p95": 0.03363332000000128, | |
| "p99": 0.03429001999997354, | |
| "values": [ | |
| 0.03163053299999774, | |
| 0.03308607000002439, | |
| 0.0344541949999666, | |
| 0.03195865100002493, | |
| 0.030321541000034813, | |
| 0.03051147700000456, | |
| 0.03126604699997415, | |
| 0.03056852500003515, | |
| 0.03096771599996373, | |
| 0.029749724999987848, | |
| 0.02659462999997686, | |
| 0.027206630000023324, | |
| 0.028902200999993966 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 32.72762546241519 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0587673224638236e-06, | |
| "ram": 4.427122066465941e-08, | |
| "gpu": 0.0, | |
| "total": 1.1030385431284826e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 906586.6340116814 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.39086805100004085, | |
| "mean": 0.030066773153849296, | |
| "stdev": 0.002026024013632776, | |
| "p50": 0.030053334999990966, | |
| "p90": 0.03233986500002857, | |
| "p95": 0.03312533240002722, | |
| "p99": 0.0337979832800147, | |
| "values": [ | |
| 0.031070929999998498, | |
| 0.03256479000003765, | |
| 0.03396614600001158, | |
| 0.03144016499999225, | |
| 0.029786384000033195, | |
| 0.030053334999990966, | |
| 0.03077760799999396, | |
| 0.03003374900004019, | |
| 0.030421276999959446, | |
| 0.029235667000023113, | |
| 0.026257544999964466, | |
| 0.02684377799999993, | |
| 0.028416676999995616 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 33.25930570876626 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |