IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
5881ec2
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": 16766.767104, | |
| "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": "0.5.0", | |
| "optimum_benchmark_commit": "9a4762e599f7bc3e4d476e246e8a5ba803715a46", | |
| "transformers_version": "4.45.0", | |
| "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": 968.122368, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 1.2952760139999953, | |
| "mean": 1.2952760139999953, | |
| "stdev": 0.0, | |
| "p50": 1.2952760139999953, | |
| "p90": 1.2952760139999953, | |
| "p95": 1.2952760139999953, | |
| "p99": 1.2952760139999953, | |
| "values": [ | |
| 1.2952760139999953 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 5.0334351899999615e-05, | |
| "ram": 2.1049340348968024e-06, | |
| "gpu": 0, | |
| "total": 5.243928593489642e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 881.876992, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 23, | |
| "total": 1.0267315770000778, | |
| "mean": 0.04464050334782947, | |
| "stdev": 0.0008153681413977749, | |
| "p50": 0.04467915299997571, | |
| "p90": 0.04554003420001891, | |
| "p95": 0.04555352930001107, | |
| "p99": 0.04578123485999981, | |
| "values": [ | |
| 0.045415173999998615, | |
| 0.045550067000021954, | |
| 0.042641932999998744, | |
| 0.04584535099999698, | |
| 0.04514181100000769, | |
| 0.045553914000009854, | |
| 0.045499903000006725, | |
| 0.044126575999996476, | |
| 0.04348838999999316, | |
| 0.04543990100000883, | |
| 0.04467915299997571, | |
| 0.04445148600001403, | |
| 0.044105668000014475, | |
| 0.04458256300000585, | |
| 0.04388096599998903, | |
| 0.04440184399999225, | |
| 0.04504949799999736, | |
| 0.04438256700001375, | |
| 0.04310742500001652, | |
| 0.045432166000011875, | |
| 0.04475962399999389, | |
| 0.04430308500002411, | |
| 0.04489251199998989 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 22.401181102466722 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.477392447942384e-06, | |
| "ram": 6.177748312645799e-08, | |
| "gpu": 0.0, | |
| "total": 1.5391699310688419e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 649700.8418723282 | |
| } | |
| } | |
| } | |
| } |