IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
905408a
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": "6646634d4624f02d9aa14bd6ca3ed947e6cd1ec9", | |
| "transformers_version": "4.45.1", | |
| "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": 1110.433792, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.8439514359999976 | |
| ], | |
| "count": 1, | |
| "total": 1.8439514359999976, | |
| "mean": 1.8439514359999976, | |
| "p50": 1.8439514359999976, | |
| "p90": 1.8439514359999976, | |
| "p95": 1.8439514359999976, | |
| "p99": 1.8439514359999976, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 965.074944, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.056430689000023904, | |
| 0.05799998200001255, | |
| 0.053368826999985686, | |
| 0.05450180299999374, | |
| 0.0513360169999828, | |
| 0.05146752200005267, | |
| 0.052014924999980394, | |
| 0.0497121420000326, | |
| 0.05412935699996524, | |
| 0.05074722800003428, | |
| 0.041460639000035826, | |
| 0.04882735799998272, | |
| 0.04387996099995917 | |
| ], | |
| "count": 13, | |
| "total": 0.6658764500000416, | |
| "mean": 0.05122126538461858, | |
| "p50": 0.05146752200005267, | |
| "p90": 0.056044911800017874, | |
| "p95": 0.05705840620001936, | |
| "p99": 0.05781166684001391, | |
| "stdev": 0.004429110683978865, | |
| "stdev_": 8.647015357236564 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 39.04628253484318 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.7615863120773471e-06, | |
| "ram": 7.365914098079379e-08, | |
| "gpu": 0.0, | |
| "total": 1.835245453058141e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1089772.4861093224 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 965.074944, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.034691286999986914, | |
| 0.03278733000001921, | |
| 0.03384833199999093, | |
| 0.0321897729999705, | |
| 0.03216233099999499, | |
| 0.03219475199995259, | |
| 0.03227385000002414, | |
| 0.03107355699995651, | |
| 0.03574725200002149, | |
| 0.026221727999995892, | |
| 0.02525910899998962, | |
| 0.028222588000005544, | |
| 0.02873638800002709 | |
| ], | |
| "count": 13, | |
| "total": 0.4054082769999354, | |
| "mean": 0.03118525207691811, | |
| "p50": 0.0321897729999705, | |
| "p90": 0.03452269599998772, | |
| "p95": 0.03511367300000074, | |
| "p99": 0.03562053620001734, | |
| "stdev": 0.0030568106316180422, | |
| "stdev_": 9.80210332781165 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 32.06643953152952 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0692497379227636e-06, | |
| "ram": 4.4709187323199937e-08, | |
| "gpu": 0.0, | |
| "total": 1.1139589252459642e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 897699.1676593445 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.03410803700000997, | |
| 0.032240648000026795, | |
| 0.03326486200001, | |
| 0.03163775100000521, | |
| 0.03159408900000926, | |
| 0.03165981199998669, | |
| 0.0316856310000162, | |
| 0.030566398999951616, | |
| 0.035144145000003846, | |
| 0.02588265499997533, | |
| 0.02492494499995246, | |
| 0.027830606000009084, | |
| 0.028302075999988574 | |
| ], | |
| "count": 13, | |
| "total": 0.39884165599994503, | |
| "mean": 0.030680127384611157, | |
| "p50": 0.03163775100000521, | |
| "p90": 0.03393940200000998, | |
| "p95": 0.03452248020000752, | |
| "p99": 0.03501981204000458, | |
| "stdev": 0.0029670366429921024, | |
| "stdev_": 9.670874588611838 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 32.59438878671638 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |