IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
5ebf54e
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": 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": "32b10f1b300765e407764dfb07b6fe749067c327", | |
| "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": 969.66656, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.4241375240000025, | |
| "mean": 4.4241375240000025, | |
| "stdev": 0.0, | |
| "p50": 4.4241375240000025, | |
| "p90": 4.4241375240000025, | |
| "p95": 4.4241375240000025, | |
| "p99": 4.4241375240000025, | |
| "values": [ | |
| 4.4241375240000025 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 5.0659206966666506e-05, | |
| "ram": 2.1173244672498908e-06, | |
| "gpu": 0, | |
| "total": 5.2776531433916395e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 883.458048, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 25, | |
| "total": 1.026337164000097, | |
| "mean": 0.04105348656000388, | |
| "stdev": 0.0005767003028524565, | |
| "p50": 0.041108606000022974, | |
| "p90": 0.04170795999998518, | |
| "p95": 0.041841969600000084, | |
| "p99": 0.042674367319996236, | |
| "values": [ | |
| 0.04153694199999336, | |
| 0.04128804000004038, | |
| 0.040630759000009675, | |
| 0.04049158999998781, | |
| 0.04071881300001223, | |
| 0.04114514499997313, | |
| 0.0410435460000258, | |
| 0.041108606000022974, | |
| 0.04065221900003735, | |
| 0.041821971999979723, | |
| 0.0411538800000244, | |
| 0.04137846800000489, | |
| 0.04114863099999866, | |
| 0.0411892359999797, | |
| 0.04043155799996612, | |
| 0.04114528500002734, | |
| 0.0412480960000039, | |
| 0.04094746700002361, | |
| 0.04082414900000231, | |
| 0.040794893999986925, | |
| 0.04026230400000941, | |
| 0.040346660000011525, | |
| 0.04293565099999341, | |
| 0.041846969000005174, | |
| 0.040246283999977095 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 24.358467058294732 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.555351572863294e-06, | |
| "ram": 6.499898159341688e-08, | |
| "gpu": 0.0, | |
| "total": 1.6203505544567108e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 617150.4044291768 | |
| } | |
| } | |
| } | |
| } |