IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
1c33eb3
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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": "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-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "378d8dddb2c87c406ac8d3231c1c44d5a290b874", | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 942.116864, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.419510539999976, | |
| "mean": 4.419510539999976, | |
| "stdev": 0.0, | |
| "p50": 4.419510539999976, | |
| "p90": 4.419510539999976, | |
| "p95": 4.419510539999976, | |
| "p99": 4.419510539999976, | |
| "values": [ | |
| 4.419510539999976 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.908850855297513e-05, | |
| "ram": 2.051592204005601e-06, | |
| "gpu": 0, | |
| "total": 5.114010075698073e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 949.981184, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 28, | |
| "total": 1.0146175520000043, | |
| "mean": 0.036236341142857294, | |
| "stdev": 0.0015205136127272097, | |
| "p50": 0.036486618500020995, | |
| "p90": 0.037788552399996435, | |
| "p95": 0.038200402099994334, | |
| "p99": 0.03876981783999895, | |
| "values": [ | |
| 0.0374082400000475, | |
| 0.03893100999999888, | |
| 0.036682189999964976, | |
| 0.03457309200001646, | |
| 0.036468839999997726, | |
| 0.03665977800000064, | |
| 0.03543515599994862, | |
| 0.03543343199999072, | |
| 0.035597048999989056, | |
| 0.03334902000000284, | |
| 0.036811812999985705, | |
| 0.036798497999996016, | |
| 0.035314068999980464, | |
| 0.03606730899997501, | |
| 0.03727050100002316, | |
| 0.03553914999997687, | |
| 0.037095104000002266, | |
| 0.03589691999997058, | |
| 0.036504397000044264, | |
| 0.03771838000000116, | |
| 0.0369440700000041, | |
| 0.0379522879999854, | |
| 0.036155073000031734, | |
| 0.038334001999999145, | |
| 0.037403741000048285, | |
| 0.03574738000003208, | |
| 0.03544729800000823, | |
| 0.031079751999982363 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 27.596605188631592 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.2237658517228233e-06, | |
| "ram": 5.114290311503566e-08, | |
| "gpu": 0.0, | |
| "total": 1.274908754837859e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 784369.8587881911 | |
| } | |
| } | |
| } | |
| } |