IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
a3cccce
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": "6e6b10363f3ac65926881f2c6a6113b6cefc06cd", | |
| "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": 1132.212224, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.7204520880000018 | |
| ], | |
| "count": 1, | |
| "total": 1.7204520880000018, | |
| "mean": 1.7204520880000018, | |
| "p50": 1.7204520880000018, | |
| "p90": 1.7204520880000018, | |
| "p95": 1.7204520880000018, | |
| "p99": 1.7204520880000018, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.0001947923192833334, | |
| "ram": 8.142402045336492e-06, | |
| "gpu": 0, | |
| "total": 0.00020293472132866988 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1021.456384, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.10893188399995779, | |
| 0.1094008590000044, | |
| 0.10926704899998185, | |
| 0.11066914500003122, | |
| 0.10887606000000005, | |
| 0.10581337600001461, | |
| 0.10166764199999534 | |
| ], | |
| "count": 7, | |
| "total": 0.7546260149999853, | |
| "mean": 0.10780371642856933, | |
| "p50": 0.10893188399995779, | |
| "p90": 0.10990817340001513, | |
| "p95": 0.11028865920002318, | |
| "p99": 0.11059304784002962, | |
| "stdev": 0.0028520277178841797, | |
| "stdev_": 2.645574579772425 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 18.552236103336927 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.089373516666639e-06, | |
| "ram": 1.7090378809724622e-07, | |
| "gpu": 0.0, | |
| "total": 4.260277304763885e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 469453.00902445475 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1022.373888, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.0441178670000113, | |
| 0.04416948300001877, | |
| 0.04431403300003467, | |
| 0.04486402800000633, | |
| 0.04811767900002906, | |
| 0.04361982799997577, | |
| 0.04318068800000674 | |
| ], | |
| "count": 7, | |
| "total": 0.31238360600008264, | |
| "mean": 0.044626229428583235, | |
| "p50": 0.04416948300001877, | |
| "p90": 0.04616548840001542, | |
| "p95": 0.047141583700022235, | |
| "p99": 0.04792245994002769, | |
| "stdev": 0.001507775958941922, | |
| "stdev_": 3.3786765726081867 | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 44.81669246111557 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5785142944444735e-06, | |
| "ram": 6.596683939355318e-08, | |
| "gpu": 0.0, | |
| "total": 1.6444811338380266e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1216189.0816784464 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.04304499500000247, | |
| 0.043141064999986156, | |
| 0.043253524000022026, | |
| 0.04381637400001637, | |
| 0.046488538999994944, | |
| 0.042514444999994794, | |
| 0.04205141099998855 | |
| ], | |
| "count": 7, | |
| "total": 0.3043103530000053, | |
| "mean": 0.04347290757142933, | |
| "p50": 0.043141064999986156, | |
| "p90": 0.0448852400000078, | |
| "p95": 0.04568688950000137, | |
| "p99": 0.04632820909999623, | |
| "stdev": 0.0013359139683799366, | |
| "stdev_": 3.0729804906306923 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |