{ "config": { "name": "cpu_inference_diffusers_text-to-image_hf-internal-testing/tiny-stable-diffusion-torch", "backend": { "name": "pytorch", "version": "2.8.0", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "model": "hf-internal-testing/tiny-stable-diffusion-torch", "processor": "hf-internal-testing/tiny-stable-diffusion-torch", "task": "text-to-image", "library": "diffusers", "model_type": "stable-diffusion", "device": "cpu", "device_ids": null, "seed": 42, "inter_op_num_threads": null, "intra_op_num_threads": null, "model_kwargs": {}, "processor_kwargs": {}, "no_weights": false, "tp_plan": null, "device_map": null, "torch_dtype": null, "eval_mode": true, "to_bettertransformer": false, "low_cpu_mem_usage": null, "attn_implementation": null, "cache_implementation": null, "allow_tf32": false, "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": 2, "sequence_length": 16, "num_choices": 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": 16772.579328, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.11.0-1018-azure-x86_64-with-glibc2.39", "processor": "x86_64", "python_version": "3.10.18", "optimum_benchmark_version": "0.7.0.dev0", "optimum_benchmark_commit": "9cc55e4e01d6a6ab24fa9022f535a34740ea022c", "transformers_version": "4.56.2", "transformers_commit": "9cc55e4e01d6a6ab24fa9022f535a34740ea022c", "accelerate_version": "1.10.1", "accelerate_commit": "9cc55e4e01d6a6ab24fa9022f535a34740ea022c", "diffusers_version": "0.35.1", "diffusers_commit": "9cc55e4e01d6a6ab24fa9022f535a34740ea022c", "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.19", "timm_commit": "9cc55e4e01d6a6ab24fa9022f535a34740ea022c", "peft_version": "0.17.1", "peft_commit": "9cc55e4e01d6a6ab24fa9022f535a34740ea022c" }, "print_report": true, "log_report": true }, "report": { "load_model": { "memory": { "unit": "MB", "max_ram": 952.36096, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.7651606420000121 ], "count": 1, "total": 0.7651606420000121, "mean": 0.7651606420000121, "p50": 0.7651606420000121, "p90": 0.7651606420000121, "p95": 0.7651606420000121, "p99": 0.7651606420000121, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": { "unit": "kWh", "cpu": 9.938697033660393e-05, "ram": 1.6196887486111126e-05, "gpu": 0.0, "total": 0.00011558385782271505 }, "efficiency": null }, "first_call": { "memory": { "unit": "MB", "max_ram": 1030.668288, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 2.1207276910000132 ], "count": 1, "total": 2.1207276910000132, "mean": 2.1207276910000132, "p50": 2.1207276910000132, "p90": 2.1207276910000132, "p95": 2.1207276910000132, "p99": 2.1207276910000132, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": { "unit": "kWh", "cpu": 0.00015847014698212395, "ram": 2.000204218611109e-05, "gpu": 0.0, "total": 0.00017847218916823505 }, "efficiency": null }, "call": { "memory": { "unit": "MB", "max_ram": 1047.953408, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 2.404218157999992 ], "count": 1, "total": 2.404218157999992, "mean": 2.404218157999992, "p50": 2.404218157999992, "p90": 2.404218157999992, "p95": 2.404218157999992, "p99": 2.404218157999992, "stdev": 0, "stdev_": 0 }, "throughput": { "unit": "images/s", "value": 0.8318712648205557 }, "energy": { "unit": "kWh", "cpu": 7.841218430785243e-05, "ram": 7.84587099444446e-06, "gpu": 0.0, "total": 8.62580553022969e-05 }, "efficiency": { "unit": "images/kWh", "value": 23186.24032260954 } }, "per_step": { "memory": null, "latency": { "unit": "s", "values": [ 0.7174421779999989, 0.7090882899999826 ], "count": 2, "total": 1.4265304679999815, "mean": 0.7132652339999908, "p50": 0.7132652339999908, "p90": 0.7166067891999972, "p95": 0.717024483599998, "p99": 0.7173586391199988, "stdev": 0.00417694400000812, "stdev_": 0.585608803135381 }, "throughput": null, "energy": null, "efficiency": null } } }