{ "config": { "name": "cuda_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4", "backend": { "name": "pytorch", "version": "2.4.1+cu124", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "text-to-image", "library": "diffusers", "model_type": "stable-diffusion", "model": "CompVis/stable-diffusion-v1-4", "processor": "CompVis/stable-diffusion-v1-4", "device": "cuda", "device_ids": "0", "seed": 42, "inter_op_num_threads": null, "intra_op_num_threads": null, "model_kwargs": {}, "processor_kwargs": {}, "no_weights": false, "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": true, "device_isolation_action": "error", "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7R32", "cpu_count": 16, "cpu_ram_mb": 66697.252864, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.12", "gpu": [ "NVIDIA A10G" ], "gpu_count": 1, "gpu_vram_mb": 24146608128, "optimum_benchmark_version": "0.4.0", "optimum_benchmark_commit": null, "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": "0.12.0", "peft_commit": null } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 4283.252736, "max_global_vram": 6151.471104, "max_process_vram": 0.0, "max_reserved": 5565.841408, "max_allocated": 5510.094848 }, "latency": { "unit": "s", "count": 1, "total": 45.1970546875, "mean": 45.1970546875, "stdev": 0.0, "p50": 45.1970546875, "p90": 45.1970546875, "p95": 45.1970546875, "p99": 45.1970546875, "values": [ 45.1970546875 ] }, "throughput": null, "energy": { "unit": "kWh", "cpu": 0.00044144938424930404, "ram": 0.00024193703071637512, "gpu": 0.0006054979843979989, "total": 0.001288884399363678 }, "efficiency": null }, "call": { "memory": { "unit": "MB", "max_ram": 1480.92928, "max_global_vram": 8517.05856, "max_process_vram": 0.0, "max_reserved": 7872.708608, "max_allocated": 6595.753472 }, "latency": { "unit": "s", "count": 2, "total": 1.2022921142578125, "mean": 0.6011460571289062, "stdev": 0.0012415771484375338, "p50": 0.6011460571289062, "p90": 0.6021393188476563, "p95": 0.6022634765625, "p99": 0.602362802734375, "values": [ 0.6023876342773438, 0.5999044799804687 ] }, "throughput": { "unit": "images/s", "value": 1.663489243822098 }, "energy": { "unit": "kWh", "cpu": 7.114855518403118e-06, "ram": 3.891377969066391e-06, "gpu": 4.07815604030002e-05, "total": 5.1787793890469705e-05 }, "efficiency": { "unit": "images/kWh", "value": 19309.569396120307 } } } }