IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
6ecf375
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": 16757.338112, | |
| "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": "5d46f86e41f222edc00e7cd49069aba0547a6c3d", | |
| "transformers_version": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "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": 4.851395104000005, | |
| "mean": 4.851395104000005, | |
| "stdev": 0.0, | |
| "p50": 4.851395104000005, | |
| "p90": 4.851395104000005, | |
| "p95": 4.851395104000005, | |
| "p99": 4.851395104000005, | |
| "values": [ | |
| 4.851395104000005 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.824340354999963e-05, | |
| "ram": 2.8523626815522973e-06, | |
| "gpu": 0, | |
| "total": 7.109576623155192e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 974.966784, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.6470298169999751, | |
| "mean": 0.04621641549999822, | |
| "stdev": 0.001723726017596568, | |
| "p50": 0.046649421000012126, | |
| "p90": 0.0473057869999991, | |
| "p95": 0.04760677215000726, | |
| "p99": 0.04799962643002175, | |
| "values": [ | |
| 0.045450223999978334, | |
| 0.04809784000002537, | |
| 0.04681409599999142, | |
| 0.046526740999979666, | |
| 0.04734235099999751, | |
| 0.046741547999999966, | |
| 0.04583193199999869, | |
| 0.04616469200004758, | |
| 0.046557294000024285, | |
| 0.04678871599998047, | |
| 0.04722047100000282, | |
| 0.04620019799995134, | |
| 0.046861319000015556, | |
| 0.04043239499998208 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 43.27466720131242 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6310878175925714e-06, | |
| "ram": 6.816559955275156e-08, | |
| "gpu": 0.0, | |
| "total": 1.699253417145323e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1176987.4815728893 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 975.36, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.39867409399988674, | |
| "mean": 0.02847672099999191, | |
| "stdev": 0.0012635217256531286, | |
| "p50": 0.028950984000005064, | |
| "p90": 0.029316812199982677, | |
| "p95": 0.029533989349988587, | |
| "p99": 0.029790225070005363, | |
| "values": [ | |
| 0.028946582000003218, | |
| 0.029854284000009557, | |
| 0.02835774299995819, | |
| 0.029212486999995235, | |
| 0.02891776500001697, | |
| 0.029034943999988627, | |
| 0.029361522999977296, | |
| 0.02909800199995516, | |
| 0.02867192700000487, | |
| 0.028086776000009195, | |
| 0.028995710999993207, | |
| 0.02895538600000691, | |
| 0.026161656999988736, | |
| 0.025019306999979563 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 35.11640262234841 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.925250312962806e-07, | |
| "ram": 4.148060850234616e-08, | |
| "gpu": 0.0, | |
| "total": 1.0340056397986265e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 967112.7134226762 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.39208199499995544, | |
| "mean": 0.028005856785711103, | |
| "stdev": 0.0012049642410074956, | |
| "p50": 0.028450085000031322, | |
| "p90": 0.02881587539998236, | |
| "p95": 0.02903248044997895, | |
| "p99": 0.029279421689976742, | |
| "values": [ | |
| 0.028432223000038448, | |
| 0.029341156999976192, | |
| 0.027873389999967912, | |
| 0.02869828799998686, | |
| 0.028424947000019074, | |
| 0.028568834999987303, | |
| 0.028866269999980432, | |
| 0.028593310999951882, | |
| 0.028156856999999036, | |
| 0.027620397000021057, | |
| 0.0285034830000086, | |
| 0.028467947000024196, | |
| 0.025840588999983538, | |
| 0.02469430100001091 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 35.70681688660962 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |