IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
691ad39
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": "3fa51d0542beea1666aad9ab8f03ecc8c46bd812", | |
| "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_model": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1131.835392, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.7317197550000287 | |
| ], | |
| "count": 1, | |
| "total": 1.7317197550000287, | |
| "mean": 1.7317197550000287, | |
| "p50": 1.7317197550000287, | |
| "p90": 1.7317197550000287, | |
| "p95": 1.7317197550000287, | |
| "p99": 1.7317197550000287, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.00020157172583333346, | |
| "ram": 8.425856189883057e-06, | |
| "gpu": 0, | |
| "total": 0.0002099975820232165 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1013.465088, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.14954239899998356, | |
| 0.14040691499997138, | |
| 0.1115484439999932, | |
| 0.10516284100003759, | |
| 0.10470310100004099, | |
| 0.10386119200001076, | |
| 0.10506849500001181 | |
| ], | |
| "count": 7, | |
| "total": 0.8202933870000493, | |
| "mean": 0.11718476957143562, | |
| "p50": 0.10516284100003759, | |
| "p90": 0.14406110859997626, | |
| "p95": 0.1468017537999799, | |
| "p99": 0.14899426995998283, | |
| "stdev": 0.01789929380961493, | |
| "stdev_": 15.27441993961814 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 17.06706432341281 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.0251660866666344e-06, | |
| "ram": 1.6821314157215388e-07, | |
| "gpu": 0.0, | |
| "total": 4.193379228238789e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 476942.315765702 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1021.99296, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.049029333000021325, | |
| 0.043708055000024615, | |
| 0.043331082999998216, | |
| 0.04328179999998838, | |
| 0.043137490999981765, | |
| 0.04335506699999314, | |
| 0.04361363900000015 | |
| ], | |
| "count": 7, | |
| "total": 0.3094564680000076, | |
| "mean": 0.04420806685714394, | |
| "p50": 0.04335506699999314, | |
| "p90": 0.0458365662000233, | |
| "p95": 0.047432949600022305, | |
| "p99": 0.04871005632002152, | |
| "stdev": 0.0019766051688134773, | |
| "stdev_": 4.471141376076845 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 45.24061200103808 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6996927800002182e-06, | |
| "ram": 7.103541816817986e-08, | |
| "gpu": 0.0, | |
| "total": 1.7707281981683968e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1129478.8223674062 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.047653857000000244, | |
| 0.042576263000000836, | |
| 0.042211713999961376, | |
| 0.04217309099999511, | |
| 0.042112658999997166, | |
| 0.0423227510000288, | |
| 0.04249115499999334 | |
| ], | |
| "count": 7, | |
| "total": 0.3015414899999769, | |
| "mean": 0.04307735571428241, | |
| "p50": 0.0423227510000288, | |
| "p90": 0.0446073006000006, | |
| "p95": 0.04613057880000042, | |
| "p99": 0.04734920136000028, | |
| "stdev": 0.001874878566746594, | |
| "stdev_": 4.352352960525321 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |