IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
5faa269
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+cu124", | |
| "_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": "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": 866.881536, | |
| "max_global_vram": 716.701696, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.2506650390625, | |
| "mean": 8.2506650390625, | |
| "stdev": 0.0, | |
| "p50": 8.2506650390625, | |
| "p90": 8.2506650390625, | |
| "p95": 8.2506650390625, | |
| "p99": 8.2506650390625, | |
| "values": [ | |
| 8.2506650390625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 5.759944049305412e-06, | |
| "ram": 3.138090861921962e-06, | |
| "gpu": 7.87500629999987e-06, | |
| "total": 1.6773041211227244e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1106.51392, | |
| "max_global_vram": 798.490624, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 114.685952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 137, | |
| "total": 0.9978469109535221, | |
| "mean": 0.007283554094551253, | |
| "stdev": 0.0001868565815036899, | |
| "p50": 0.007208960056304932, | |
| "p90": 0.007557119846343994, | |
| "p95": 0.00760319995880127, | |
| "p99": 0.007635886135101319, | |
| "values": [ | |
| 0.00733900785446167, | |
| 0.007422976016998291, | |
| 0.007301119804382325, | |
| 0.007392255783081054, | |
| 0.007331840038299561, | |
| 0.007315455913543701, | |
| 0.0072551040649414065, | |
| 0.007294976234436036, | |
| 0.007157760143280029, | |
| 0.007198719978332519, | |
| 0.007151616096496582, | |
| 0.007196671962738037, | |
| 0.007204864025115967, | |
| 0.007131135940551757, | |
| 0.007081984043121338, | |
| 0.007069695949554444, | |
| 0.007111680030822754, | |
| 0.007150591850280762, | |
| 0.007147520065307617, | |
| 0.007214079856872559, | |
| 0.007227392196655274, | |
| 0.007236608028411865, | |
| 0.007202816009521484, | |
| 0.00709119987487793, | |
| 0.007354335784912109, | |
| 0.007207935810089112, | |
| 0.007247871875762939, | |
| 0.007252992153167725, | |
| 0.007227392196655274, | |
| 0.0071792640686035155, | |
| 0.007214079856872559, | |
| 0.007187456130981445, | |
| 0.007200767993927002, | |
| 0.0071905279159545895, | |
| 0.007172095775604248, | |
| 0.007245823860168457, | |
| 0.007121920108795166, | |
| 0.007068672180175781, | |
| 0.007107583999633789, | |
| 0.007045119762420654, | |
| 0.00709939193725586, | |
| 0.007156799793243409, | |
| 0.007197696208953858, | |
| 0.007108607769012451, | |
| 0.00719049596786499, | |
| 0.007478271961212158, | |
| 0.007615488052368164, | |
| 0.007610367774963379, | |
| 0.00760319995880127, | |
| 0.007555071830749512, | |
| 0.007526400089263916, | |
| 0.007473152160644531, | |
| 0.007549952030181885, | |
| 0.007608320236206055, | |
| 0.007550975799560547, | |
| 0.007566336154937744, | |
| 0.007557119846343994, | |
| 0.007493631839752197, | |
| 0.007458816051483155, | |
| 0.007539711952209473, | |
| 0.0074967041015625, | |
| 0.007502848148345947, | |
| 0.007636991977691651, | |
| 0.007484416007995606, | |
| 0.007494656085968018, | |
| 0.007560192108154297, | |
| 0.007516160011291504, | |
| 0.007501823902130127, | |
| 0.007549920082092285, | |
| 0.007557119846343994, | |
| 0.007642111778259277, | |
| 0.00760319995880127, | |
| 0.00760319995880127, | |
| 0.007589888095855713, | |
| 0.007633920192718506, | |
| 0.007555071830749512, | |
| 0.00754585599899292, | |
| 0.007599103927612305, | |
| 0.007472127914428711, | |
| 0.007521279811859131, | |
| 0.007514111995697022, | |
| 0.0074065918922424315, | |
| 0.007445504188537597, | |
| 0.007353343963623047, | |
| 0.007407551765441895, | |
| 0.0074711041450500485, | |
| 0.007287807941436767, | |
| 0.00709939193725586, | |
| 0.007129087924957276, | |
| 0.007303167819976806, | |
| 0.007298111915588379, | |
| 0.0073359360694885255, | |
| 0.007319551944732666, | |
| 0.007337984085083008, | |
| 0.007541759967803955, | |
| 0.0074997758865356446, | |
| 0.007236608028411865, | |
| 0.007206912040710449, | |
| 0.007245823860168457, | |
| 0.007185408115386963, | |
| 0.007208960056304932, | |
| 0.007207935810089112, | |
| 0.007153664112091064, | |
| 0.007181312084197998, | |
| 0.007079936027526855, | |
| 0.007136256217956543, | |
| 0.007142399787902832, | |
| 0.007135231971740722, | |
| 0.007104512214660645, | |
| 0.0070891518592834475, | |
| 0.007120895862579346, | |
| 0.007107583999633789, | |
| 0.0071485438346862796, | |
| 0.0070563840866088865, | |
| 0.0070553598403930665, | |
| 0.00707583999633789, | |
| 0.007096320152282715, | |
| 0.007124991893768311, | |
| 0.007065599918365479, | |
| 0.007071743965148926, | |
| 0.0071198720932006835, | |
| 0.007102464199066162, | |
| 0.007122879981994629, | |
| 0.007060480117797851, | |
| 0.007117824077606201, | |
| 0.007135136127471924, | |
| 0.007094272136688232, | |
| 0.007066624164581299, | |
| 0.007105535984039306, | |
| 0.007090176105499267, | |
| 0.007088128089904785, | |
| 0.007088128089904785, | |
| 0.0070563840866088865, | |
| 0.007095295906066895, | |
| 0.007104512214660645, | |
| 0.00708403205871582, | |
| 0.007069695949554444 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 137.2956096733172 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.212229528256609e-08, | |
| "ram": 4.487863516568493e-08, | |
| "gpu": 1.701974541655164e-07, | |
| "total": 2.9719838461376743e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3364755.83909912 | |
| } | |
| } | |
| } | |
| } |