IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
c70e4a3
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.5.1+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": 2, | |
| "sequence_length": 16 | |
| }, | |
| "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": 16757.342208, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.5.0.dev0", | |
| "optimum_benchmark_commit": "78351930eda4599a64ff2da35e08ab39722c146a", | |
| "transformers_version": "4.46.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "1.1.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.31.0", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.11", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1130.41408, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.7412234849999777 | |
| ], | |
| "count": 1, | |
| "total": 1.7412234849999777, | |
| "mean": 1.7412234849999777, | |
| "p50": 1.7412234849999777, | |
| "p90": 1.7412234849999777, | |
| "p95": 1.7412234849999777, | |
| "p99": 1.7412234849999777, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1013.047296, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.1561308980000149, | |
| 0.15502711900001032, | |
| 0.13959986999998364, | |
| 0.10961465100001533, | |
| 0.10999248000001671, | |
| 0.1078558629999975 | |
| ], | |
| "count": 6, | |
| "total": 0.7782208810000384, | |
| "mean": 0.12970348016667307, | |
| "p50": 0.12479617500000018, | |
| "p90": 0.1555790085000126, | |
| "p95": 0.15585495325001375, | |
| "p99": 0.15607570905001467, | |
| "stdev": 0.021240827783425703, | |
| "stdev_": 16.37645170054849 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 246.71658739518006 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.2741799877777e-06, | |
| "ram": 1.7862740477225403e-07, | |
| "gpu": 0.0, | |
| "total": 4.4528073925499544e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 7186477.468919852 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1021.489152, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.05269852800000763, | |
| 0.053036480999992364, | |
| 0.04821536299999707, | |
| 0.04719742499997892, | |
| 0.046133339999983036, | |
| 0.047741244999997434 | |
| ], | |
| "count": 6, | |
| "total": 0.29502238199995645, | |
| "mean": 0.04917039699999274, | |
| "p50": 0.04797830399999725, | |
| "p90": 0.052867504499999995, | |
| "p95": 0.05295199274999618, | |
| "p99": 0.05301958334999313, | |
| "stdev": 0.002691505556459183, | |
| "stdev_": 5.473833283183742 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 40.674880050293176 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.7429925288891467e-06, | |
| "ram": 7.283687877881631e-08, | |
| "gpu": 0.0, | |
| "total": 1.8158294076679627e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1101425.05213007 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.051475695000021915, | |
| 0.051736214000015934, | |
| 0.04715716000004022, | |
| 0.04616272499998786, | |
| 0.04516100699999015, | |
| 0.04671573199999557 | |
| ], | |
| "count": 6, | |
| "total": 0.28840853300005165, | |
| "mean": 0.04806808883334194, | |
| "p50": 0.046936446000017895, | |
| "p90": 0.051605954500018925, | |
| "p95": 0.05167108425001743, | |
| "p99": 0.05172318805001623, | |
| "stdev": 0.0025757561508833134, | |
| "stdev_": 5.358557440912164 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 41.60764549916369 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |