IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
662bfe1
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": {}, | |
| "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": "3b109cf557e2496fe3c954817385781e6dc5cad1", | |
| "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, | |
| "llama_cpp_version": null, | |
| "llama_cpp_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1115.283456, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.962822011000014, | |
| "mean": 4.962822011000014, | |
| "stdev": 0.0, | |
| "p50": 4.962822011000014, | |
| "p90": 4.962822011000014, | |
| "p95": 4.962822011000014, | |
| "p99": 4.962822011000014, | |
| "values": [ | |
| 4.962822011000014 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.014084657033284e-05, | |
| "ram": 2.9317192491441803e-06, | |
| "gpu": 0, | |
| "total": 7.307256581947703e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 968.892416, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.6399643099998684, | |
| "mean": 0.04571173642856203, | |
| "stdev": 0.001728723414833886, | |
| "p50": 0.046435374500021, | |
| "p90": 0.04739255319997824, | |
| "p95": 0.047420778749983586, | |
| "p99": 0.04743052615000124, | |
| "values": [ | |
| 0.0474142179999717, | |
| 0.04743296300000566, | |
| 0.046474152000030244, | |
| 0.046906259000024875, | |
| 0.0473420019999935, | |
| 0.04720959599995922, | |
| 0.04726568099999895, | |
| 0.04639659700001175, | |
| 0.04608215999996901, | |
| 0.04424311299999317, | |
| 0.04319609699996363, | |
| 0.04324787299998434, | |
| 0.042834841000001234, | |
| 0.043918757999961144 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 43.7524398821643 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.7034055530161101e-06, | |
| "ram": 7.11866204051148e-08, | |
| "gpu": 0.0, | |
| "total": 1.7745921734212248e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1127019.509020043 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 969.416704, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.3951575150000508, | |
| "mean": 0.028225536785717913, | |
| "stdev": 0.0013606235326522015, | |
| "p50": 0.02879382800000485, | |
| "p90": 0.029603304800031083, | |
| "p95": 0.029847111700024697, | |
| "p99": 0.030100997540004074, | |
| "values": [ | |
| 0.02967622700003858, | |
| 0.029132240999956593, | |
| 0.02908639399998947, | |
| 0.02886931000000459, | |
| 0.02943315300001359, | |
| 0.030164468999998917, | |
| 0.028906097999993108, | |
| 0.028718346000005113, | |
| 0.02834857599998486, | |
| 0.02604703200000813, | |
| 0.027787859000000026, | |
| 0.026659800999993877, | |
| 0.02609976500002631, | |
| 0.026228244000037648 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 35.428909912033944 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.960857182501212e-07, | |
| "ram": 4.162909130627668e-08, | |
| "gpu": 0.0, | |
| "total": 1.0377148095563984e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 963655.9012080393 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.3892789910000829, | |
| "mean": 0.027805642214291635, | |
| "stdev": 0.0012907068929441515, | |
| "p50": 0.02831012449999548, | |
| "p90": 0.029124724999996944, | |
| "p95": 0.02935388320000243, | |
| "p99": 0.029577333440016673, | |
| "values": [ | |
| 0.02920348399999284, | |
| 0.028675266999982796, | |
| 0.02861548399999947, | |
| 0.028382299999975658, | |
| 0.028940954000006514, | |
| 0.029633196000020234, | |
| 0.028429317000018273, | |
| 0.028237949000015306, | |
| 0.027978815000039958, | |
| 0.025726342999973895, | |
| 0.027449917000012647, | |
| 0.026340715000003456, | |
| 0.025769427000000178, | |
| 0.025895823000041673 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 35.96392387894629 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |