IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
25bcbda
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-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "d8816b4c0da0f2d5070aafea079268e540cac30e", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.2", | |
| "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": 1120.841728, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.7690749960000005, | |
| "mean": 4.7690749960000005, | |
| "stdev": 0.0, | |
| "p50": 4.7690749960000005, | |
| "p90": 4.7690749960000005, | |
| "p95": 4.7690749960000005, | |
| "p99": 4.7690749960000005, | |
| "values": [ | |
| 4.7690749960000005 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.77103686388888e-05, | |
| "ram": 2.830066695441431e-06, | |
| "gpu": 0, | |
| "total": 7.054043533433023e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 974.331904, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.6518678939999916, | |
| "mean": 0.04345785959999944, | |
| "stdev": 0.0021666493619192837, | |
| "p50": 0.04356289800000468, | |
| "p90": 0.04567796279999925, | |
| "p95": 0.04581887409999012, | |
| "p99": 0.04604300121999017, | |
| "values": [ | |
| 0.045536964000007174, | |
| 0.04549213000001373, | |
| 0.045646698000012975, | |
| 0.045430514000003086, | |
| 0.0456988059999901, | |
| 0.046099032999990186, | |
| 0.04356289800000468, | |
| 0.04215391100001398, | |
| 0.045232333999990715, | |
| 0.041024931999999126, | |
| 0.040644740999994156, | |
| 0.0408256789999939, | |
| 0.04094181599998592, | |
| 0.04315817799999877, | |
| 0.040419259999993074 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 46.02159467605316 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5966675091110766e-06, | |
| "ram": 6.672746964777287e-08, | |
| "gpu": 0.0, | |
| "total": 1.6633949787588496e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1202360.2484914977 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 974.987264, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.397809948999992, | |
| "mean": 0.026520663266666133, | |
| "stdev": 0.0017804862298477706, | |
| "p50": 0.02573570100000211, | |
| "p90": 0.02878223440000056, | |
| "p95": 0.028818926499997132, | |
| "p99": 0.028847584500002767, | |
| "values": [ | |
| 0.028803573999994114, | |
| 0.028145804999979873, | |
| 0.028854749000004176, | |
| 0.02866954300000657, | |
| 0.028640588999991223, | |
| 0.028750225000010232, | |
| 0.025951964999990196, | |
| 0.02573570100000211, | |
| 0.025000688000005766, | |
| 0.024871947000008277, | |
| 0.025074805999992122, | |
| 0.024612622999995892, | |
| 0.02552089000002411, | |
| 0.02462431399999332, | |
| 0.02455252999999402 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 37.70644760822787 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.53747996444464e-07, | |
| "ram": 3.986007463760981e-08, | |
| "gpu": 0.0, | |
| "total": 9.936080710820737e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1006433.0485067067 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.3916982270000062, | |
| "mean": 0.02611321513333375, | |
| "stdev": 0.0016878244655167823, | |
| "p50": 0.025343207999981132, | |
| "p90": 0.028250880999991068, | |
| "p95": 0.028290706599986493, | |
| "p99": 0.028321098920002327, | |
| "values": [ | |
| 0.02827442499997801, | |
| 0.027667500999996264, | |
| 0.028328697000006287, | |
| 0.028177403000000822, | |
| 0.028092254000000594, | |
| 0.028215565000010656, | |
| 0.02560957500000427, | |
| 0.025343207999981132, | |
| 0.024676953000010826, | |
| 0.024546699000012495, | |
| 0.024764135999987502, | |
| 0.024300299000003633, | |
| 0.025142482000006794, | |
| 0.024308122999997295, | |
| 0.024250907000009647 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 38.29478656281935 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |