IlyasMoutawwakil
HF staff
Upload cuda_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4/benchmark.json with huggingface_hub
1dced75
verified
| { | |
| "config": { | |
| "name": "cuda_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_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": 66697.293824, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.219-208.866.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": "0.3.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.43.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "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": 4185.264128, | |
| "max_global_vram": 6151.471104, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 5565.841408, | |
| "max_allocated": 5510.094848 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 75.06928125, | |
| "mean": 75.06928125, | |
| "stdev": 0.0, | |
| "p50": 75.06928125, | |
| "p90": 75.06928125, | |
| "p95": 75.06928125, | |
| "p99": 75.06928125, | |
| "values": [ | |
| 75.06928125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.0008022444862458442, | |
| "ram": 0.0004396851679842711, | |
| "gpu": 0.0011363175757199973, | |
| "total": 0.0023782472299501123 | |
| }, | |
| "efficiency": null | |
| }, | |
| "call": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1314.607104, | |
| "max_global_vram": 8143.765504, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 7488.929792, | |
| "max_allocated": 6528.907264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 2, | |
| "total": 1.2601913452148437, | |
| "mean": 0.6300956726074218, | |
| "stdev": 0.00043539428710936967, | |
| "p50": 0.6300956726074218, | |
| "p90": 0.6304439880371093, | |
| "p95": 0.6304875274658203, | |
| "p99": 0.6305223590087891, | |
| "values": [ | |
| 0.6296602783203125, | |
| 0.6305310668945312 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "images/s", | |
| "value": 1.5870605742487702 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.471246355109744e-06, | |
| "ram": 4.0869353862380815e-06, | |
| "gpu": 4.181656123099925e-05, | |
| "total": 5.337474297234708e-05 | |
| }, | |
| "efficiency": { | |
| "unit": "images/kWh", | |
| "value": 18735.453218352544 | |
| } | |
| } | |
| } | |
| } |