IlyasMoutawwakil
HF staff
Upload cpu_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4/benchmark.json with huggingface_hub
88de4b6
verified
{ | |
"config": { | |
"name": "cpu_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+cpu", | |
"_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": "cpu", | |
"device_ids": null, | |
"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": 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": 16757.338112, | |
"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": "391e9edbc7753b839aaebb1598c0d4977058930d", | |
"transformers_version": "4.44.0", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.8", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 555.614208, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 20.881216050999967, | |
"mean": 20.881216050999967, | |
"stdev": 0.0, | |
"p50": 20.881216050999967, | |
"p90": 20.881216050999967, | |
"p95": 20.881216050999967, | |
"p99": 20.881216050999967, | |
"values": [ | |
20.881216050999967 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 0.0006854384084333344, | |
"ram": 2.8653040421668483e-05, | |
"gpu": 0, | |
"total": 0.0007140914488550029 | |
}, | |
"efficiency": null | |
}, | |
"call": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 5903.36, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 49.692530809999994, | |
"mean": 49.692530809999994, | |
"stdev": 0.0, | |
"p50": 49.692530809999994, | |
"p90": 49.692530809999994, | |
"p95": 49.692530809999994, | |
"p99": 49.692530809999994, | |
"values": [ | |
49.692530809999994 | |
] | |
}, | |
"throughput": { | |
"unit": "images/s", | |
"value": 0.020123748653967984 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 0.0019249874035777764, | |
"ram": 8.046988434446593e-05, | |
"gpu": 0.0, | |
"total": 0.0020054572879222425 | |
}, | |
"efficiency": { | |
"unit": "images/kWh", | |
"value": 498.63939063795857 | |
} | |
} | |
} | |
} |