IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
fb67d5e
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": "0.2.0", | |
| "optimum_benchmark_commit": "6351381d30af027b495f2efc26253328f9283823", | |
| "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": 955.63776, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.656266832, | |
| "mean": 0.046876202285714284, | |
| "stdev": 0.0024843992358366826, | |
| "p50": 0.04779981250000276, | |
| "p90": 0.049471128200002566, | |
| "p95": 0.049611201599994104, | |
| "p99": 0.049743674719981354, | |
| "values": [ | |
| 0.044562583000015366, | |
| 0.043082114000014826, | |
| 0.042491342999994686, | |
| 0.04298459199998206, | |
| 0.04644029400000704, | |
| 0.046724212000015086, | |
| 0.0493523410000023, | |
| 0.04952203700000268, | |
| 0.047977760000009084, | |
| 0.04834349099999713, | |
| 0.04977679299997817, | |
| 0.048646034999990206, | |
| 0.048741371999994954, | |
| 0.04762186499999643 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 42.665572347559994 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6467356019549902e-06, | |
| "ram": 6.881924505067378e-08, | |
| "gpu": 0.0, | |
| "total": 1.7155548470056638e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1165803.5903024657 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 955.63776, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.41523849399996493, | |
| "mean": 0.029659892428568924, | |
| "stdev": 0.0013631087549103686, | |
| "p50": 0.030512559499996428, | |
| "p90": 0.030768484199998624, | |
| "p95": 0.030799512949997165, | |
| "p99": 0.030815475389997005, | |
| "values": [ | |
| 0.027958323999996537, | |
| 0.027668923999982553, | |
| 0.02678200099998662, | |
| 0.027963612999997167, | |
| 0.030536818999991056, | |
| 0.030563208999978997, | |
| 0.0304883000000018, | |
| 0.030721153000001777, | |
| 0.030819465999996964, | |
| 0.030788768999997274, | |
| 0.030698911000001772, | |
| 0.029814503000011428, | |
| 0.030572747000007894, | |
| 0.02986175500001309 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 33.715563952510585 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0278601778878104e-06, | |
| "ram": 4.2957183529757984e-08, | |
| "gpu": 0.0, | |
| "total": 1.0708173614175681e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 933866.0690709957 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.9991990680000242, | |
| "mean": 0.07686146676923264, | |
| "stdev": 0.0037387120965235716, | |
| "p50": 0.07846468600001799, | |
| "p90": 0.08018155040001602, | |
| "p95": 0.08036120500000835, | |
| "p99": 0.08047753779998856, | |
| "values": [ | |
| 0.07076899100002265, | |
| 0.06928366199997527, | |
| 0.07095621100000926, | |
| 0.0768606249999948, | |
| 0.07729317300001526, | |
| 0.07985070799998084, | |
| 0.08026426100002482, | |
| 0.07881039999998052, | |
| 0.07915040400001772, | |
| 0.08050662099998362, | |
| 0.07846468600001799, | |
| 0.07932216399998993, | |
| 0.07766716200001156 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 13.01042046208122 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |