IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
23e5707
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "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": 16757.354496, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1021-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.2.1", | |
| "optimum_benchmark_commit": "dc29eecfd7850e87154a5a92442eb64d237d0070", | |
| "transformers_version": "4.41.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 955.850752, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.642288832000304, | |
| "mean": 0.04587777371430742, | |
| "stdev": 0.0026652482306491745, | |
| "p50": 0.04753164800001741, | |
| "p90": 0.048335841400012215, | |
| "p95": 0.04841972610000198, | |
| "p99": 0.04844371162001721, | |
| "values": [ | |
| 0.04844970800002102, | |
| 0.04719118700006675, | |
| 0.04777281400004085, | |
| 0.04770874400003322, | |
| 0.04840358199999173, | |
| 0.047768906999976934, | |
| 0.047734512000033646, | |
| 0.047354552000001604, | |
| 0.04817778000006001, | |
| 0.04214464000006046, | |
| 0.0416372519999868, | |
| 0.042871478000051866, | |
| 0.042459889000042494, | |
| 0.042613786999936565 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 43.59409444003341 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6558019099412143e-06, | |
| "ram": 6.919851966233163e-08, | |
| "gpu": 0.0, | |
| "total": 1.7250004296035459e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1159420.0011066992 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 955.850752, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.3904323019999083, | |
| "mean": 0.027888021571422023, | |
| "stdev": 0.0018241385071575303, | |
| "p50": 0.02903332699997918, | |
| "p90": 0.029760366699940734, | |
| "p95": 0.029885467899941887, | |
| "p99": 0.029975476779966356, | |
| "values": [ | |
| 0.02960982399997647, | |
| 0.029824884999925416, | |
| 0.028997970999967038, | |
| 0.029997978999972474, | |
| 0.029391446000090582, | |
| 0.029226827999991656, | |
| 0.029390634000037608, | |
| 0.029068682999991324, | |
| 0.02630639300002713, | |
| 0.025849989999983336, | |
| 0.025198823999971864, | |
| 0.026018334000013965, | |
| 0.025483625999981996, | |
| 0.026066884999977447 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 35.85768884461636 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.77455090593409e-07, | |
| "ram": 4.0850206070544455e-08, | |
| "gpu": 0.0, | |
| "total": 1.018305296663953e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 982023.7636748797 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 13, | |
| "total": 0.9550844099999267, | |
| "mean": 0.07346803153845591, | |
| "stdev": 0.004336851837404147, | |
| "p50": 0.0764177149999341, | |
| "p90": 0.0775804911999785, | |
| "p95": 0.07775825339999756, | |
| "p99": 0.07783815948002484, | |
| "values": [ | |
| 0.07706154799996057, | |
| 0.0767649330000495, | |
| 0.07769166499997482, | |
| 0.07785813600003166, | |
| 0.07703740199997355, | |
| 0.0771357959999932, | |
| 0.0764177149999341, | |
| 0.07467578099999628, | |
| 0.06803187000002708, | |
| 0.06685551100008524, | |
| 0.06890060299997458, | |
| 0.06796914199992443, | |
| 0.06868430800000169 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 13.611362371626395 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |