IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
ee81c0d
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, | |
| "num_choices": 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": 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": "e4ddf2d59059047da7236658deb605d054b358c8", | |
| "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": "1.0.12", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "load_model": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1130.422272, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.860985062000026 | |
| ], | |
| "count": 1, | |
| "total": 1.860985062000026, | |
| "mean": 1.860985062000026, | |
| "p50": 1.860985062000026, | |
| "p90": 1.860985062000026, | |
| "p95": 1.860985062000026, | |
| "p99": 1.860985062000026, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.0002025193083277769, | |
| "ram": 8.465430878006412e-06, | |
| "gpu": 0, | |
| "total": 0.0002109847392057833 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1021.779968, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.11037992299998223, | |
| 0.11114767300000494, | |
| 0.10772986900002479, | |
| 0.10687824400000068, | |
| 0.10834080700001891, | |
| 0.10405187299997465, | |
| 0.10274627199999031 | |
| ], | |
| "count": 7, | |
| "total": 0.7512746609999965, | |
| "mean": 0.10732495157142807, | |
| "p50": 0.10772986900002479, | |
| "p90": 0.11068702299999131, | |
| "p95": 0.11091734799999813, | |
| "p99": 0.11110160800000358, | |
| "stdev": 0.0028540414335950616, | |
| "stdev_": 2.6592524774591757 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 18.634995597169574 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.3701898895061456e-06, | |
| "ram": 1.826294155216868e-07, | |
| "gpu": 0.0, | |
| "total": 4.5528193050278325e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 439288.24449310615 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1023.16032, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.04387857800000461, | |
| 0.043288619999998446, | |
| 0.04344876799999042, | |
| 0.0431682960000046, | |
| 0.043301063999990674, | |
| 0.04196040700000481, | |
| 0.04677500100001453 | |
| ], | |
| "count": 7, | |
| "total": 0.3058207340000081, | |
| "mean": 0.04368867628571544, | |
| "p50": 0.043301063999990674, | |
| "p90": 0.04503714720000858, | |
| "p95": 0.045906074100011546, | |
| "p99": 0.04660121562001393, | |
| "stdev": 0.0013725376690233578, | |
| "stdev_": 3.1416325366491504 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 45.77845268005808 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.490604116049365e-06, | |
| "ram": 6.229694801214808e-08, | |
| "gpu": 0.0, | |
| "total": 1.5529010640615128e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1287912.0545961433 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.04305567599999449, | |
| 0.04251950799999804, | |
| 0.042637367999986964, | |
| 0.04230669300000045, | |
| 0.042487829999998894, | |
| 0.04119743700002232, | |
| 0.04600571900002137 | |
| ], | |
| "count": 7, | |
| "total": 0.30021023100002253, | |
| "mean": 0.042887175857146076, | |
| "p50": 0.04251950799999804, | |
| "p90": 0.04423569320000525, | |
| "p95": 0.04512070610001331, | |
| "p99": 0.04582871642001976, | |
| "stdev": 0.0013785573264999689, | |
| "stdev_": 3.214381219905546 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |