IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
24766a7
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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": {}, | |
| "hub_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, | |
| "latency": true, | |
| "memory": 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": "402644384abc46743e46dac65be6512bc68c9d92", | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "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": { | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 958.521344, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.6492260389998705, | |
| "mean": 0.043281735933324704, | |
| "stdev": 0.0031079231381562398, | |
| "p50": 0.0412588659999642, | |
| "p90": 0.04721052060000375, | |
| "p95": 0.04774936790000765, | |
| "p99": 0.047909406379997105, | |
| "values": [ | |
| 0.047663633000013306, | |
| 0.04653085199998941, | |
| 0.04794941599999447, | |
| 0.045464217000017015, | |
| 0.04615094199999703, | |
| 0.046105225999951926, | |
| 0.04577523900002234, | |
| 0.0412588659999642, | |
| 0.04001042999999527, | |
| 0.04014367899998206, | |
| 0.0411057000000028, | |
| 0.03982140599998729, | |
| 0.04035695800001804, | |
| 0.040724245999967934, | |
| 0.04016522899996744 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 46.20886747890588 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.600299941168891e-06, | |
| "ram": 6.687847729458553e-08, | |
| "gpu": 0.0, | |
| "total": 1.6671784184634767e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1199631.6518080062 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 958.521344, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.40746452299998737, | |
| "mean": 0.02716430153333249, | |
| "stdev": 0.0024496243438844713, | |
| "p50": 0.02551993100001937, | |
| "p90": 0.030082074999972973, | |
| "p95": 0.0306673562999606, | |
| "p99": 0.031544356059968096, | |
| "values": [ | |
| 0.030197534999956588, | |
| 0.029908884999997554, | |
| 0.028831417999981568, | |
| 0.02918251500000224, | |
| 0.028979173999971408, | |
| 0.028825026000049547, | |
| 0.03176360599996997, | |
| 0.024657897999986744, | |
| 0.02489800699999023, | |
| 0.02551993100001937, | |
| 0.024732778000043254, | |
| 0.024578318000010313, | |
| 0.025177860999974655, | |
| 0.02530094100001179, | |
| 0.024910630000022138 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 36.81302089703762 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.547856118943962e-07, | |
| "ram": 3.99040916730172e-08, | |
| "gpu": 0.0, | |
| "total": 9.94689703567413e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1005338.646226599 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.40153535700005705, | |
| "mean": 0.026769023800003802, | |
| "stdev": 0.002365268592983841, | |
| "p50": 0.025195664000023044, | |
| "p90": 0.029590286799998467, | |
| "p95": 0.030177723599985027, | |
| "p99": 0.031049157519963726, | |
| "values": [ | |
| 0.02971088399999644, | |
| 0.029409391000001506, | |
| 0.02836319199997206, | |
| 0.02869021399999383, | |
| 0.028483186000016758, | |
| 0.028349066000032508, | |
| 0.0312670159999584, | |
| 0.02435206500001641, | |
| 0.024594798999999057, | |
| 0.025195664000023044, | |
| 0.024424681000027704, | |
| 0.024270462000004045, | |
| 0.024850689000004422, | |
| 0.024977255000010246, | |
| 0.024596793000000616 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 37.35661066578969 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |