IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
527a50f
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": 16757.342208, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "7ced484c6c538274314e9bbd7dcb0b3e27a51bd6", | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1110.2208, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.89993832899998, | |
| "mean": 4.89993832899998, | |
| "stdev": 0.0, | |
| "p50": 4.89993832899998, | |
| "p90": 4.89993832899998, | |
| "p95": 4.89993832899998, | |
| "p99": 4.89993832899998, | |
| "values": [ | |
| 4.89993832899998 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.790275573730469e-05, | |
| "ram": 2.8381027481839283e-06, | |
| "gpu": 0, | |
| "total": 7.074085848548862e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 963.698688, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.6533902749999925, | |
| "mean": 0.04667073392857089, | |
| "stdev": 0.0026580375267486267, | |
| "p50": 0.04782122299998548, | |
| "p90": 0.049002336099997025, | |
| "p95": 0.049257540499996824, | |
| "p99": 0.04953580809999835, | |
| "values": [ | |
| 0.0476816829999791, | |
| 0.04786606700000107, | |
| 0.046922825000024204, | |
| 0.04818927100001247, | |
| 0.04883554799999956, | |
| 0.049070244999995793, | |
| 0.04960537499999873, | |
| 0.048843881999999894, | |
| 0.04778363299999455, | |
| 0.04785881299997641, | |
| 0.04436572000000183, | |
| 0.04255468799999562, | |
| 0.0419687339999939, | |
| 0.04184379100001934 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 42.85340794213737 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.73345596893974e-06, | |
| "ram": 7.244287153639561e-08, | |
| "gpu": 0.0, | |
| "total": 1.8058988404761358e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1107481.745474009 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 964.616192, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.4075911999999562, | |
| "mean": 0.029113657142854014, | |
| "stdev": 0.001623126632109569, | |
| "p50": 0.029815719499993065, | |
| "p90": 0.030728378499986775, | |
| "p95": 0.030870671699990738, | |
| "p99": 0.031035481539996964, | |
| "values": [ | |
| 0.031076683999998522, | |
| 0.029890859999994746, | |
| 0.029911667999982683, | |
| 0.029740578999991385, | |
| 0.030759741999986545, | |
| 0.030507120999999415, | |
| 0.03065519699998731, | |
| 0.03027338399999735, | |
| 0.02945244099998945, | |
| 0.028242176000020436, | |
| 0.026841124000014815, | |
| 0.026406102000009923, | |
| 0.026872582999999395, | |
| 0.026961538999984214 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 34.34814098047628 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1008839676345608e-06, | |
| "ram": 4.600763470494127e-08, | |
| "gpu": 0.0, | |
| "total": 1.146891602339502e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 871921.9828274413 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.40157153600000584, | |
| "mean": 0.028683681142857558, | |
| "stdev": 0.0015411560115765725, | |
| "p50": 0.029338638499993408, | |
| "p90": 0.030234958499991648, | |
| "p95": 0.030374843600002067, | |
| "p99": 0.03052408152001675, | |
| "values": [ | |
| 0.03056139100002042, | |
| 0.029413188000006585, | |
| 0.029425960999986955, | |
| 0.02926408899998023, | |
| 0.030274394999992182, | |
| 0.029997278000024608, | |
| 0.030142939999990404, | |
| 0.029787846999994372, | |
| 0.02897779500000297, | |
| 0.02789737200001241, | |
| 0.02651444500000366, | |
| 0.026109168000004956, | |
| 0.026560581000012462, | |
| 0.026645085999973617 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 34.86302873817181 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |