IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
09b1167
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+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-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "0b698510ea1d823135aec78328a8e6e308aed8da", | |
| "transformers_version": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1109.64736, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.977120609999986, | |
| "mean": 4.977120609999986, | |
| "stdev": 0.0, | |
| "p50": 4.977120609999986, | |
| "p90": 4.977120609999986, | |
| "p95": 4.977120609999986, | |
| "p99": 4.977120609999986, | |
| "values": [ | |
| 4.977120609999986 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.870146188889016e-05, | |
| "ram": 2.8715503825602568e-06, | |
| "gpu": 0, | |
| "total": 7.157301227145042e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 963.129344, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.6368063909999364, | |
| "mean": 0.04245375939999576, | |
| "stdev": 0.0008930616303777435, | |
| "p50": 0.04265156199994635, | |
| "p90": 0.043509078000010956, | |
| "p95": 0.04391224830000055, | |
| "p99": 0.04407425685997396, | |
| "values": [ | |
| 0.04266975600000933, | |
| 0.04265950699999621, | |
| 0.0421808209999881, | |
| 0.04126902599995219, | |
| 0.04265156199994635, | |
| 0.04231231799997204, | |
| 0.04303450800000519, | |
| 0.04244234100002586, | |
| 0.042804448000026696, | |
| 0.043825458000014805, | |
| 0.042112192999979925, | |
| 0.04411475899996731, | |
| 0.042907481000042935, | |
| 0.04118880599997965, | |
| 0.04063340700002982 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 47.11007996149806 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6317983645832982e-06, | |
| "ram": 6.819528805566978e-08, | |
| "gpu": 0.0, | |
| "total": 1.699993652638968e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1176474.9808890875 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 963.784704, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.3888445530000695, | |
| "mean": 0.02592297020000463, | |
| "stdev": 0.0008621126760667516, | |
| "p50": 0.02578349899999921, | |
| "p90": 0.026928857999985213, | |
| "p95": 0.02748753299999862, | |
| "p99": 0.02812478500002271, | |
| "values": [ | |
| 0.027146147999985715, | |
| 0.025835807000021305, | |
| 0.025212791999990714, | |
| 0.025510219000011602, | |
| 0.02578349899999921, | |
| 0.02514550500001178, | |
| 0.025640542000019195, | |
| 0.025997508999978436, | |
| 0.026602922999984457, | |
| 0.0251036170000134, | |
| 0.028284098000028735, | |
| 0.025155324000024848, | |
| 0.026369434999992336, | |
| 0.025052883000000747, | |
| 0.026004252000007 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 38.57582646913745 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.77705203935302e-07, | |
| "ram": 4.0859990541675055e-08, | |
| "gpu": 0.0, | |
| "total": 1.0185651944769772e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 981773.1897990975 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 15, | |
| "total": 0.38309650200011447, | |
| "mean": 0.02553976680000763, | |
| "stdev": 0.0008247296342154418, | |
| "p50": 0.02529841200004057, | |
| "p90": 0.026537225599975046, | |
| "p95": 0.027070873999980448, | |
| "p99": 0.027615664399997967, | |
| "values": [ | |
| 0.026779021999971064, | |
| 0.025438975000042774, | |
| 0.024864791000027253, | |
| 0.025163219000035042, | |
| 0.02529841200004057, | |
| 0.024794489000043995, | |
| 0.025291099000014583, | |
| 0.02560798999996905, | |
| 0.026174530999981016, | |
| 0.024760866000008264, | |
| 0.027751862000002347, | |
| 0.024820557999987614, | |
| 0.02603175399997326, | |
| 0.024697047000017847, | |
| 0.025621886999999788 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 39.15462532726419 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |