IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
c403631
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": "7a3decba3b6b5d01db9128cdaf155313faf6d8f5", | |
| "transformers_version": "4.44.1", | |
| "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": 1109.413888, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.8515568980000126, | |
| "mean": 4.8515568980000126, | |
| "stdev": 0.0, | |
| "p50": 4.8515568980000126, | |
| "p90": 4.8515568980000126, | |
| "p95": 4.8515568980000126, | |
| "p99": 4.8515568980000126, | |
| "values": [ | |
| 4.8515568980000126 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 6.955292166666805e-05, | |
| "ram": 2.9071348583149905e-06, | |
| "gpu": 0, | |
| "total": 7.246005652498304e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 963.141632, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.6252155999998763, | |
| "mean": 0.04465825714284831, | |
| "stdev": 0.0024828866924349624, | |
| "p50": 0.046184466499994414, | |
| "p90": 0.046819627899998294, | |
| "p95": 0.04711412459999451, | |
| "p99": 0.047241584919980824, | |
| "values": [ | |
| 0.04633264699998563, | |
| 0.04623508499997797, | |
| 0.046015075000013894, | |
| 0.0472734499999774, | |
| 0.04630831099996158, | |
| 0.04619497099997716, | |
| 0.047028334000003724, | |
| 0.04617396200001167, | |
| 0.046201472000007016, | |
| 0.043709046999993006, | |
| 0.04137834099998372, | |
| 0.041268407000018215, | |
| 0.040651787000001605, | |
| 0.04044471099996372 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 44.784551121254076 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.626039450000005e-06, | |
| "ram": 6.795593812968018e-08, | |
| "gpu": 0.0, | |
| "total": 1.6939953881296852e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 1180640.7585372294 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 963.796992, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.3837472559999924, | |
| "mean": 0.027410518285713743, | |
| "stdev": 0.001554590909355862, | |
| "p50": 0.028328631000022142, | |
| "p90": 0.028942000499984032, | |
| "p95": 0.029000058899976013, | |
| "p99": 0.0290037373799737, | |
| "values": [ | |
| 0.02848209199999019, | |
| 0.02836802000001626, | |
| 0.028997582999977567, | |
| 0.029004656999973122, | |
| 0.02881230799999912, | |
| 0.028553714999986823, | |
| 0.028462916000023597, | |
| 0.028289242000028025, | |
| 0.027995454999995673, | |
| 0.025292245999992247, | |
| 0.02512406299996428, | |
| 0.025566276000006383, | |
| 0.02546933700000409, | |
| 0.025329346000035002 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 36.48234555715045 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.711308314814908e-07, | |
| "ram": 4.058594380950855e-08, | |
| "gpu": 0.0, | |
| "total": 1.0117167752909996e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 988418.9176485391 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 14, | |
| "total": 0.3777063940000289, | |
| "mean": 0.02697902814285921, | |
| "stdev": 0.0014727034382746636, | |
| "p50": 0.027830657500004463, | |
| "p90": 0.02843873039998357, | |
| "p95": 0.028484430999981214, | |
| "p99": 0.0284872805999953, | |
| "values": [ | |
| 0.027995013999998264, | |
| 0.027883906999988994, | |
| 0.028482512999971732, | |
| 0.028487992999998824, | |
| 0.02833657100001119, | |
| 0.028075344000001223, | |
| 0.027976039000009223, | |
| 0.027777408000019932, | |
| 0.027516552000008687, | |
| 0.02496368300000995, | |
| 0.024806259999991198, | |
| 0.025239456999997856, | |
| 0.025155251000001044, | |
| 0.025010402000020804 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 37.065827379133346 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |