IlyasMoutawwakil
HF staff
Upload cuda_inference_diffusers_text-to-image_CompVis/stable-diffusion-v1-4/benchmark.json with huggingface_hub
906147a
verified
| { | |
| "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": 66697.261056, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.224-212.876.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": "0.34.2", | |
| "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": 4309.93408, | |
| "max_global_vram": 6192.365568, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 5599.39584, | |
| "max_allocated": 5506.8672 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 68.3059296875, | |
| "mean": 68.3059296875, | |
| "stdev": 0.0, | |
| "p50": 68.3059296875, | |
| "p90": 68.3059296875, | |
| "p95": 68.3059296875, | |
| "p99": 68.3059296875, | |
| "values": [ | |
| 68.3059296875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.000713882360956245, | |
| "ram": 0.0003912489734577784, | |
| "gpu": 0.0009943307954639949, | |
| "total": 0.0020994621298780184 | |
| }, | |
| "efficiency": null | |
| }, | |
| "call": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1503.936512, | |
| "max_global_vram": 8557.953024, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 7906.26304, | |
| "max_allocated": 6592.525824 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 2, | |
| "total": 1.1941424560546876, | |
| "mean": 0.5970712280273438, | |
| "stdev": 0.0001226196289062509, | |
| "p50": 0.5970712280273438, | |
| "p90": 0.5971693237304688, | |
| "p95": 0.5971815856933594, | |
| "p99": 0.5971913952636719, | |
| "values": [ | |
| 0.59719384765625, | |
| 0.5969486083984376 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "images/s", | |
| "value": 1.6748420507614938 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.0994200909657e-06, | |
| "ram": 3.881361597750547e-06, | |
| "gpu": 4.111225511200037e-05, | |
| "total": 5.209303680071661e-05 | |
| }, | |
| "efficiency": { | |
| "unit": "images/kWh", | |
| "value": 19196.423580094368 | |
| } | |
| } | |
| } | |
| } |