IlyasMoutawwakil
HF staff
Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark.json with huggingface_hub
f510280
verified
| { | |
| "config": { | |
| "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.5.1+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": 2, | |
| "sequence_length": 16 | |
| }, | |
| "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": 66697.248768, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.227-219.884.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": "0.5.0.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": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 883.310592, | |
| "max_global_vram": 695.730176, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 123.731968, | |
| "max_allocated": 102.475264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.3617679443359375 | |
| ], | |
| "count": 1, | |
| "total": 0.3617679443359375, | |
| "mean": 0.3617679443359375, | |
| "p50": 0.3617679443359375, | |
| "p90": 0.3617679443359375, | |
| "p95": 0.3617679443359375, | |
| "p99": 0.3617679443359375, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1125.912576, | |
| "max_global_vram": 798.490624, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 148.897792, | |
| "max_allocated": 133.139968 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.00811520004272461, | |
| 0.007760831832885742, | |
| 0.007759871959686279, | |
| 0.007787519931793213, | |
| 0.007723999977111816, | |
| 0.007611392021179199, | |
| 0.007592959880828858, | |
| 0.007693151950836182, | |
| 0.007734272003173828, | |
| 0.00775270414352417, | |
| 0.007682943820953369, | |
| 0.0076943359375, | |
| 0.007768095970153809, | |
| 0.007701504230499268, | |
| 0.007569407939910889, | |
| 0.007752799987792968, | |
| 0.0076871681213378906, | |
| 0.007768064022064209, | |
| 0.007803904056549072, | |
| 0.007730175971984863, | |
| 0.007701504230499268, | |
| 0.007681024074554443, | |
| 0.007685984134674072, | |
| 0.007728000164031982, | |
| 0.00775270414352417, | |
| 0.007739391803741455, | |
| 0.007727104187011719, | |
| 0.00775878381729126, | |
| 0.007628799915313721, | |
| 0.007624735832214355, | |
| 0.0077118721008300785, | |
| 0.007764992237091065, | |
| 0.007623680114746094, | |
| 0.007706624031066894, | |
| 0.007711743831634522, | |
| 0.007658495903015137, | |
| 0.00780083179473877, | |
| 0.007670783996582031, | |
| 0.0075980801582336424, | |
| 0.0076943359375, | |
| 0.0076451201438903806, | |
| 0.007680960178375244, | |
| 0.007674880027770996, | |
| 0.007674880027770996, | |
| 0.0077578239440917966, | |
| 0.0077619199752807615, | |
| 0.007803904056549072, | |
| 0.007712768077850342, | |
| 0.007677951812744141, | |
| 0.007773280143737793, | |
| 0.007708672046661377, | |
| 0.007739391803741455, | |
| 0.007620607852935791, | |
| 0.007724031925201416, | |
| 0.007656447887420655, | |
| 0.007574528217315674, | |
| 0.007566175937652588, | |
| 0.007434239864349365, | |
| 0.007547904014587403, | |
| 0.007632895946502686, | |
| 0.007291903972625732, | |
| 0.007359488010406494, | |
| 0.007434239864349365, | |
| 0.00738918399810791, | |
| 0.007352320194244385, | |
| 0.007444479942321777, | |
| 0.007480319976806641, | |
| 0.007558144092559814, | |
| 0.0077556161880493165, | |
| 0.007589888095855713, | |
| 0.00747219181060791, | |
| 0.007400447845458984, | |
| 0.0073471999168395995, | |
| 0.007368703842163086, | |
| 0.007359488010406494, | |
| 0.007332863807678222, | |
| 0.007373824119567871, | |
| 0.007326720237731933, | |
| 0.007286784172058106, | |
| 0.007322624206542969, | |
| 0.00733081579208374, | |
| 0.007206912040710449, | |
| 0.007258111953735351, | |
| 0.007301119804382325, | |
| 0.00728985595703125, | |
| 0.007283872127532959, | |
| 0.007211008071899414, | |
| 0.007228415966033935, | |
| 0.007245888233184814, | |
| 0.007228320121765137, | |
| 0.007272480010986328, | |
| 0.007263232231140137, | |
| 0.007204927921295166, | |
| 0.007267327785491944, | |
| 0.0074115519523620605, | |
| 0.007355391979217529, | |
| 0.007219200134277344, | |
| 0.007271423816680909, | |
| 0.007180287837982178, | |
| 0.007206912040710449, | |
| 0.007288671970367431, | |
| 0.007231488227844239, | |
| 0.007230463981628418, | |
| 0.007219200134277344, | |
| 0.007258111953735351, | |
| 0.007299071788787842, | |
| 0.007201791763305664, | |
| 0.007244800090789795, | |
| 0.007239712238311768, | |
| 0.007151616096496582, | |
| 0.00724070405960083, | |
| 0.007228415966033935, | |
| 0.0072765440940856935, | |
| 0.007209983825683594, | |
| 0.007201791763305664, | |
| 0.007291872024536133, | |
| 0.007570432186126709, | |
| 0.007593952178955078, | |
| 0.007351295948028564, | |
| 0.007319551944732666, | |
| 0.0072897601127624514, | |
| 0.007255040168762207, | |
| 0.00721401596069336, | |
| 0.007187520027160645, | |
| 0.007197696208953858, | |
| 0.007215104103088379, | |
| 0.007276576042175293, | |
| 0.0072468481063842774, | |
| 0.007230463981628418, | |
| 0.007280640125274658, | |
| 0.007271423816680909, | |
| 0.007202847957611084, | |
| 0.007173120021820068, | |
| 0.007266304016113281 | |
| ], | |
| "count": 134, | |
| "total": 1.0024684810638431, | |
| "mean": 0.007481108067640619, | |
| "p50": 0.007439359903335571, | |
| "p90": 0.007757161617279053, | |
| "p95": 0.007768075203895569, | |
| "p99": 0.007803904056549072, | |
| "stdev": 0.00022226309002207006, | |
| "stdev_": 2.9709915698646907 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 267.34007608457887 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.430695327028867e-08, | |
| "ram": 4.606848240551369e-08, | |
| "gpu": 2.0612506639716282e-07, | |
| "total": 3.3650050207296516e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 5943527.536153065 | |
| } | |
| } | |
| } | |
| } |