IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
50c4482
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "image-classification", | |
| "library": "timm", | |
| "model_type": "resnet50", | |
| "model": "timm/resnet50.a1_in1k", | |
| "processor": "timm/resnet50.a1_in1k", | |
| "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": 2, | |
| "sequence_length": 16, | |
| "num_choices": 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": 1082014.490624, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-122-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": "0.5.0.dev0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.46.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "1.1.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.31.0", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.11", | |
| "timm_commit": null, | |
| "peft_version": "0.13.2", | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "load_model": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1180.848128, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 7470.460928, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.4443578491210938 | |
| ], | |
| "count": 1, | |
| "total": 0.4443578491210938, | |
| "mean": 0.4443578491210938, | |
| "p50": 0.4443578491210938, | |
| "p90": 0.4443578491210938, | |
| "p95": 0.4443578491210938, | |
| "p99": 0.4443578491210938, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1254.322176, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 94688.444416, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 124.554752 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.007440456867218018, | |
| 0.006714059829711914, | |
| 0.006694220066070557, | |
| 0.006671659946441651, | |
| 0.0066457390785217285, | |
| 0.006649580001831055, | |
| 0.006641899108886719, | |
| 0.006606699943542481, | |
| 0.006660620212554932, | |
| 0.006663019180297851, | |
| 0.006658699989318848, | |
| 0.006639820098876953, | |
| 0.006628300189971924, | |
| 0.006649419784545898, | |
| 0.0066457390785217285, | |
| 0.00662686014175415, | |
| 0.006641580104827881, | |
| 0.0066273388862609865, | |
| 0.006654699802398681, | |
| 0.006628139972686768, | |
| 0.006631019115447998, | |
| 0.006662539958953858, | |
| 0.006629580020904541, | |
| 0.006626060009002685, | |
| 0.006618539810180664, | |
| 0.006637420177459717, | |
| 0.006628139972686768, | |
| 0.006630380153656006, | |
| 0.006622220039367676, | |
| 0.006655020236968994, | |
| 0.006654059886932373, | |
| 0.006617739200592041, | |
| 0.006648300170898437, | |
| 0.006619339942932129, | |
| 0.006612460136413575, | |
| 0.006622379779815674, | |
| 0.006607018947601319, | |
| 0.006615660190582275, | |
| 0.006624300003051758, | |
| 0.006604139804840088, | |
| 0.0066083002090454104, | |
| 0.006613580226898194, | |
| 0.006611020088195801, | |
| 0.006765899181365967, | |
| 0.006669418811798096, | |
| 0.006654860019683838, | |
| 0.006650700092315674, | |
| 0.006628299236297607, | |
| 0.006633739948272705, | |
| 0.006648300170898437, | |
| 0.006652139186859131, | |
| 0.006619180202484131, | |
| 0.006634220123291016, | |
| 0.0066578989028930665, | |
| 0.006626699924468994, | |
| 0.0066154999732971195, | |
| 0.006648939132690429, | |
| 0.006629740238189697, | |
| 0.006649580001831055, | |
| 0.006657098770141602, | |
| 0.006661580085754394, | |
| 0.006645899772644043, | |
| 0.006644938945770264, | |
| 0.0067017397880554195, | |
| 0.006635659217834473, | |
| 0.006631340026855469, | |
| 0.006654379844665527, | |
| 0.006615979194641113, | |
| 0.00662686014175415, | |
| 0.0066326198577880855, | |
| 0.006621900081634521, | |
| 0.006627500057220459, | |
| 0.006659500122070313, | |
| 0.00660285997390747, | |
| 0.006631978988647461, | |
| 0.006643020153045655, | |
| 0.006619659900665284, | |
| 0.0066242990493774415, | |
| 0.006637100219726562, | |
| 0.006608459949493408, | |
| 0.006628139972686768, | |
| 0.006621580123901367, | |
| 0.006617740154266357, | |
| 0.006648139953613281, | |
| 0.006624138832092285, | |
| 0.006627339839935303, | |
| 0.00664222002029419, | |
| 0.0066273388862609865, | |
| 0.006623340129852295, | |
| 0.006605899810791015, | |
| 0.006645420074462891, | |
| 0.006624460220336914, | |
| 0.00662253999710083, | |
| 0.00661598014831543, | |
| 0.006618858814239502, | |
| 0.006637899875640869, | |
| 0.006623660087585449, | |
| 0.006616779804229736, | |
| 0.0066466999053955075, | |
| 0.00661870002746582, | |
| 0.006632460117340088, | |
| 0.006631978988647461, | |
| 0.006607180118560791, | |
| 0.006642859935760498, | |
| 0.006647180080413819, | |
| 0.006673258781433105, | |
| 0.0066466999053955075, | |
| 0.006624939918518066, | |
| 0.0066395001411437985, | |
| 0.006693260192871094, | |
| 0.006690858840942383, | |
| 0.0067833390235900876, | |
| 0.007551816940307618, | |
| 0.0075948572158813475, | |
| 0.00716605806350708, | |
| 0.0069534192085266115, | |
| 0.006902538776397705, | |
| 0.0069650979042053226, | |
| 0.006841578960418701, | |
| 0.006852138996124268, | |
| 0.006726540088653564, | |
| 0.006621260166168213, | |
| 0.006783339977264404, | |
| 0.006910859107971191, | |
| 0.007316937923431396, | |
| 0.00697917890548706, | |
| 0.007016297817230225, | |
| 0.007009899139404297, | |
| 0.006647499084472657, | |
| 0.006675819873809815, | |
| 0.006670699119567871, | |
| 0.006625420093536377, | |
| 0.006639019966125488, | |
| 0.0066409392356872555, | |
| 0.006600619792938233, | |
| 0.006638219833374023, | |
| 0.00664781904220581, | |
| 0.0066228599548339845, | |
| 0.006625899791717529, | |
| 0.006633100032806397, | |
| 0.006618218898773193, | |
| 0.006610380172729492, | |
| 0.006627820014953613, | |
| 0.006609419822692871, | |
| 0.006631659984588623, | |
| 0.006622700214385986, | |
| 0.006638060092926026, | |
| 0.006625898838043213, | |
| 0.006651979923248291 | |
| ], | |
| "count": 149, | |
| "total": 0.9959035253524781, | |
| "mean": 0.00668391627753341, | |
| "p50": 0.006637100219726562, | |
| "p90": 0.006783339214324951, | |
| "p95": 0.006973546504974365, | |
| "p99": 0.007498364105224611, | |
| "stdev": 0.00015926956839879602, | |
| "stdev_": 2.3828779683274526 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 299.22577078390145 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |