IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
ca3caff
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "fill-mask", | |
| "library": "transformers", | |
| "model_type": "bert", | |
| "model": "google-bert/bert-base-uncased", | |
| "processor": "google-bert/bert-base-uncased", | |
| "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": null, | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16766.767104, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "71ce2de79f92a4f427fbaf5458891d113254e906", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 964.603904, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.4609908230000315, | |
| "mean": 4.4609908230000315, | |
| "stdev": 0.0, | |
| "p50": 4.4609908230000315, | |
| "p90": 4.4609908230000315, | |
| "p95": 4.4609908230000315, | |
| "p99": 4.4609908230000315, | |
| "values": [ | |
| 4.4609908230000315 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 5.132103690000002e-05, | |
| "ram": 2.146213324669158e-06, | |
| "gpu": 0, | |
| "total": 5.346725022466918e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 878.620672, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 25, | |
| "total": 1.0035459110000602, | |
| "mean": 0.04014183644000241, | |
| "stdev": 0.001195905575189864, | |
| "p50": 0.039725956000040696, | |
| "p90": 0.04132628740002247, | |
| "p95": 0.042699354200010475, | |
| "p99": 0.04395934868002314, | |
| "values": [ | |
| 0.04027566899998192, | |
| 0.03961971699999367, | |
| 0.03934474099997942, | |
| 0.039755050999986, | |
| 0.039720305999992433, | |
| 0.03975252599997248, | |
| 0.0395004840000297, | |
| 0.0399044119999985, | |
| 0.040420691000008446, | |
| 0.03943631300001016, | |
| 0.04054941300000792, | |
| 0.03969814399999905, | |
| 0.03952190199998995, | |
| 0.03920348600001944, | |
| 0.03890260000002854, | |
| 0.03901161599998204, | |
| 0.03971680999995897, | |
| 0.03988920400001916, | |
| 0.039725956000040696, | |
| 0.04048785800000587, | |
| 0.04427978900002927, | |
| 0.04073828800000001, | |
| 0.042944621000003735, | |
| 0.041718287000037435, | |
| 0.03942802699998538 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 24.9116654514459 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.4953218201645817e-06, | |
| "ram": 6.252749490469442e-08, | |
| "gpu": 0.0, | |
| "total": 1.557849315069276e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 641910.6073526315 | |
| } | |
| } | |
| } | |
| } |