IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
63186e3
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": "warn", | |
| "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": "d9ffe3b3809e940419695c4a39c0122d5a6e1611", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.0", | |
| "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": 945.270784, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.330730559000017, | |
| "mean": 4.330730559000017, | |
| "stdev": 0.0, | |
| "p50": 4.330730559000017, | |
| "p90": 4.330730559000017, | |
| "p95": 4.330730559000017, | |
| "p99": 4.330730559000017, | |
| "values": [ | |
| 4.330730559000017 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.884960324999952e-05, | |
| "ram": 2.041688554331185e-06, | |
| "gpu": 0, | |
| "total": 5.08912918043307e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 952.87296, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 32, | |
| "total": 1.028296289000025, | |
| "mean": 0.03213425903125078, | |
| "stdev": 0.002378911436496726, | |
| "p50": 0.031378837500000145, | |
| "p90": 0.03493519030000129, | |
| "p95": 0.03502676985001472, | |
| "p99": 0.035203885910012216, | |
| "values": [ | |
| 0.030750930000010612, | |
| 0.03307006699998283, | |
| 0.029947122999999465, | |
| 0.030315985000015644, | |
| 0.030509026999993694, | |
| 0.030434486000046945, | |
| 0.030266471999993882, | |
| 0.030261703000007856, | |
| 0.030211057999963487, | |
| 0.030592441999999664, | |
| 0.03200674499998968, | |
| 0.0349335010000118, | |
| 0.034853741000006266, | |
| 0.034944881999990685, | |
| 0.03493537800000013, | |
| 0.03460565799997539, | |
| 0.03441815600001519, | |
| 0.03445084800000586, | |
| 0.03512685500004409, | |
| 0.03468689999999697, | |
| 0.0352384939999979, | |
| 0.03426532000003135, | |
| 0.03472637400000167, | |
| 0.03483790399997133, | |
| 0.033235003000015695, | |
| 0.029022596999993766, | |
| 0.029019021000010525, | |
| 0.0293536579999909, | |
| 0.029032696999991003, | |
| 0.029239432999986548, | |
| 0.029323592000025656, | |
| 0.02968023899995842 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 31.119435460686784 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.138692782222203e-06, | |
| "ram": 4.758860425110219e-08, | |
| "gpu": 0.0, | |
| "total": 1.1862813864733053e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 842970.3200291281 | |
| } | |
| } | |
| } | |
| } |