IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
0c3731f
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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": null, | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16766.7712, | |
| "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": "4f377554af3ee54c159bc072e03cb9d8efa78a7b", | |
| "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": 939.667456, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.487884312000006, | |
| "mean": 4.487884312000006, | |
| "stdev": 0.0, | |
| "p50": 4.487884312000006, | |
| "p90": 4.487884312000006, | |
| "p95": 4.487884312000006, | |
| "p99": 4.487884312000006, | |
| "values": [ | |
| 4.487884312000006 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.8188781316667614e-05, | |
| "ram": 2.015170062308761e-06, | |
| "gpu": 0, | |
| "total": 5.020395137897637e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 947.531776, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 29, | |
| "total": 1.0211837779997381, | |
| "mean": 0.0352132337241289, | |
| "stdev": 0.0011159491761370895, | |
| "p50": 0.03549625699997705, | |
| "p90": 0.03625610340000094, | |
| "p95": 0.03642273559999012, | |
| "p99": 0.036868923759957394, | |
| "values": [ | |
| 0.03569150299995272, | |
| 0.03480440399999907, | |
| 0.03588841999999204, | |
| 0.03366191899999649, | |
| 0.037013272999956826, | |
| 0.035553613999979916, | |
| 0.03529954900000121, | |
| 0.034895393999988755, | |
| 0.03549633800002994, | |
| 0.03432360599998674, | |
| 0.035078257000009216, | |
| 0.03610603699996773, | |
| 0.03529822799998783, | |
| 0.03507821599998806, | |
| 0.03549625699997705, | |
| 0.033854990999998336, | |
| 0.03540494700001773, | |
| 0.03468415999998342, | |
| 0.03649773999995887, | |
| 0.036310229000037, | |
| 0.03603907199999412, | |
| 0.03575771599997779, | |
| 0.03450773999998091, | |
| 0.03596425199998521, | |
| 0.03591543999999658, | |
| 0.036242571999991924, | |
| 0.03566351000000623, | |
| 0.033363171000019065, | |
| 0.03129322299997739 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 28.398414296008763 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1618604106209116e-06, | |
| "ram": 4.858422619567677e-08, | |
| "gpu": 0.0, | |
| "total": 1.2104446368165883e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 826142.6996198293 | |
| } | |
| } | |
| } | |
| } |