IlyasMoutawwakil
HF Staff
Upload cuda_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4/benchmark.json with huggingface_hub
68bd7da
verified
| { | |
| "config": { | |
| "name": "cuda_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+rocm5.7", | |
| "_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": "5", | |
| "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": false, | |
| "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": "warn", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.256576, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 8, | |
| "gpu_vram_mb": 549621596160, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "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": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 4494.569472, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 414434.492416, | |
| "max_reserved": 5572.132864, | |
| "max_allocated": 5512.962048 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 11.35815234375, | |
| "mean": 11.35815234375, | |
| "stdev": 0.0, | |
| "p50": 11.35815234375, | |
| "p90": 11.35815234375, | |
| "p95": 11.35815234375, | |
| "p99": 11.35815234375, | |
| "values": [ | |
| 11.35815234375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "call": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1350.680576, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 5144288.210944, | |
| "max_reserved": 8994.684928, | |
| "max_allocated": 8668.378624 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 3, | |
| "total": 1.4520044860839845, | |
| "mean": 0.48400149536132814, | |
| "stdev": 0.008627174514546332, | |
| "p50": 0.4877242431640625, | |
| "p90": 0.4913067138671875, | |
| "p95": 0.49175452270507813, | |
| "p99": 0.49211276977539065, | |
| "values": [ | |
| 0.4922023315429688, | |
| 0.4877242431640625, | |
| 0.47207791137695315 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "images/s", | |
| "value": 2.066109319049638 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |