IlyasMoutawwakil HF Staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
96c8bf6 verified | { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "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": "c40deb04de5a36cb83739e342e41e216fb5a1cf2", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.2", | |
| "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": 947.433472, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.370602954000049, | |
| "mean": 4.370602954000049, | |
| "stdev": 0.0, | |
| "p50": 4.370602954000049, | |
| "p90": 4.370602954000049, | |
| "p95": 4.370602954000049, | |
| "p99": 4.370602954000049, | |
| "values": [ | |
| 4.370602954000049 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.9256376361112256e-05, | |
| "ram": 2.058681709789885e-06, | |
| "gpu": 0, | |
| "total": 5.131505807090214e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 955.035648, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 29, | |
| "total": 1.0118514410002035, | |
| "mean": 0.03489142900000702, | |
| "stdev": 0.0007419436437800947, | |
| "p50": 0.03507988100000148, | |
| "p90": 0.03580299260000856, | |
| "p95": 0.03583506040000657, | |
| "p99": 0.03595827736001638, | |
| "values": [ | |
| 0.0356033909999951, | |
| 0.03532424899998432, | |
| 0.033993225000017446, | |
| 0.0335144670000318, | |
| 0.03517096199999514, | |
| 0.03522173600003953, | |
| 0.03530689600000869, | |
| 0.035162555999988854, | |
| 0.03439605899995968, | |
| 0.034118560000024445, | |
| 0.032955381000022044, | |
| 0.03531973999997717, | |
| 0.03531156500002908, | |
| 0.034806730000013886, | |
| 0.03498275800001238, | |
| 0.03476373900002727, | |
| 0.033717648999981975, | |
| 0.0352647569999931, | |
| 0.034804464999979245, | |
| 0.035071285000014996, | |
| 0.035286799000004976, | |
| 0.03507988100000148, | |
| 0.03472061700000495, | |
| 0.03364634500002239, | |
| 0.034845762000031755, | |
| 0.03580185300000949, | |
| 0.03599906300001976, | |
| 0.035853400000007696, | |
| 0.03580755100000488 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 28.660333745568256 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.176253326797329e-06, | |
| "ram": 4.9157753088914617e-08, | |
| "gpu": 0.0, | |
| "total": 1.2254110798862436e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 816052.6833924426 | |
| } | |
| } | |
| } | |
| } |