IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
0a800ae
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.5.1+cu124", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "no_weights": true, | |
| "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": 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": 820.232192, | |
| "max_global_vram": 1192.7552, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.374592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.08845005035400391 | |
| ], | |
| "count": 1, | |
| "total": 0.08845005035400391, | |
| "mean": 0.08845005035400391, | |
| "p50": 0.08845005035400391, | |
| "p90": 0.08845005035400391, | |
| "p95": 0.08845005035400391, | |
| "p99": 0.08845005035400391, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1087.660032, | |
| "max_global_vram": 1205.338112, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 557.842432, | |
| "max_allocated": 509.729792 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.006325247764587402, | |
| 0.006110208034515381, | |
| 0.006202367782592774, | |
| 0.006220831871032715, | |
| 0.006132736206054688, | |
| 0.006108160018920898, | |
| 0.006301695823669433, | |
| 0.006087679862976075, | |
| 0.005971936225891114, | |
| 0.006049791812896729, | |
| 0.006054912090301514, | |
| 0.006166528224945069, | |
| 0.006140927791595459, | |
| 0.00616755199432373, | |
| 0.0061255359649658205, | |
| 0.006174719810485839, | |
| 0.006160384178161621, | |
| 0.006128640174865723, | |
| 0.00612559986114502, | |
| 0.006094848155975342, | |
| 0.006100992202758789, | |
| 0.006090752124786377, | |
| 0.006296576023101807, | |
| 0.0062228479385375976, | |
| 0.006105088233947754, | |
| 0.006118400096893311, | |
| 0.006109183788299561, | |
| 0.00627510404586792, | |
| 0.005961919784545898, | |
| 0.00586956787109375, | |
| 0.00592793607711792, | |
| 0.0059996161460876465, | |
| 0.005993472099304199, | |
| 0.006009888172149658, | |
| 0.006012928009033203, | |
| 0.006031360149383545, | |
| 0.006000639915466309, | |
| 0.006086656093597412, | |
| 0.0060702719688415525, | |
| 0.00643174409866333, | |
| 0.006054912090301514, | |
| 0.006112256050109863, | |
| 0.006212607860565185, | |
| 0.006158336162567139, | |
| 0.0060834879875183104, | |
| 0.006158336162567139, | |
| 0.006154240131378174, | |
| 0.006107135772705078, | |
| 0.006085631847381592, | |
| 0.0060202240943908695, | |
| 0.006014048099517822, | |
| 0.005997568130493164, | |
| 0.006168575763702393, | |
| 0.006096960067749024, | |
| 0.006172671794891358, | |
| 0.00601203203201294, | |
| 0.006218751907348633, | |
| 0.006086656093597412, | |
| 0.006277120113372803, | |
| 0.006140927791595459, | |
| 0.005929984092712402, | |
| 0.005930848121643066, | |
| 0.006027103900909424, | |
| 0.006107135772705078, | |
| 0.006021024227142334, | |
| 0.006024032115936279, | |
| 0.00601804780960083, | |
| 0.006089695930480957, | |
| 0.0061777281761169435, | |
| 0.006012800216674804, | |
| 0.005882847785949707, | |
| 0.005950463771820068, | |
| 0.005990399837493897, | |
| 0.005996543884277344, | |
| 0.005993472099304199, | |
| 0.006206463813781738, | |
| 0.006069248199462891, | |
| 0.006253568172454834, | |
| 0.005981184005737304, | |
| 0.0059770879745483394, | |
| 0.005962751865386963, | |
| 0.005900288105010986, | |
| 0.006047743797302246, | |
| 0.006406144142150879, | |
| 0.006147071838378906, | |
| 0.006132736206054688, | |
| 0.006128640174865723, | |
| 0.0061337599754333495, | |
| 0.006148096084594727, | |
| 0.006293504238128662, | |
| 0.006081471920013428, | |
| 0.00602623987197876, | |
| 0.006090752124786377, | |
| 0.006194176197052002, | |
| 0.0059699201583862304, | |
| 0.006165503978729248, | |
| 0.006137856006622314, | |
| 0.006333439826965332, | |
| 0.006250495910644531, | |
| 0.006266880035400391, | |
| 0.006119423866271972, | |
| 0.00597811222076416, | |
| 0.00608358383178711, | |
| 0.006278143882751465, | |
| 0.005888000011444092, | |
| 0.006388735771179199, | |
| 0.007073791980743408, | |
| 0.007245823860168457, | |
| 0.007244800090789795, | |
| 0.006319104194641113, | |
| 0.006162432193756104, | |
| 0.00648089599609375, | |
| 0.0064737281799316405, | |
| 0.006412288188934326, | |
| 0.006494207859039307, | |
| 0.00704204797744751, | |
| 0.00713318395614624, | |
| 0.007070720195770264, | |
| 0.0071402559280395505, | |
| 0.006563839912414551, | |
| 0.005984255790710449, | |
| 0.006136832237243653, | |
| 0.0061521921157836916, | |
| 0.006149248123168945, | |
| 0.006040512084960937, | |
| 0.005986303806304932, | |
| 0.006340608119964599, | |
| 0.005997568130493164, | |
| 0.005941247940063477, | |
| 0.006243328094482422, | |
| 0.006034431934356689, | |
| 0.006048768043518066, | |
| 0.006007936000823975, | |
| 0.006013951778411865, | |
| 0.006028128147125244, | |
| 0.006009856224060059, | |
| 0.006051839828491211, | |
| 0.006053887844085694, | |
| 0.006047743797302246, | |
| 0.005991424083709717, | |
| 0.006023168087005615, | |
| 0.005974016189575195, | |
| 0.006004576206207275, | |
| 0.006149119853973388, | |
| 0.006053887844085694, | |
| 0.006052864074707031, | |
| 0.006034431934356689, | |
| 0.005953536033630371, | |
| 0.0061337599754333495, | |
| 0.005883903980255127, | |
| 0.0059361600875854495, | |
| 0.005916672229766846, | |
| 0.005991487979888916, | |
| 0.005962751865386963, | |
| 0.005971903800964355, | |
| 0.005984255790710449, | |
| 0.005996543884277344, | |
| 0.005981184005737304, | |
| 0.005992447853088379, | |
| 0.006031360149383545, | |
| 0.00601087999343872, | |
| 0.0058726401329040525 | |
| ], | |
| "count": 162, | |
| "total": 0.9951196169853216, | |
| "mean": 0.006142713685094574, | |
| "p50": 0.006087167978286743, | |
| "p90": 0.0063326206207275386, | |
| "p95": 0.006493542265892029, | |
| "p99": 0.007181028151512145, | |
| "stdev": 0.00024852235073596343, | |
| "stdev_": 4.045807170518271 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 325.5889990205864 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.002700006943821e-08, | |
| "ram": 3.8235514486006676e-08, | |
| "gpu": 1.5958509498823692e-07, | |
| "total": 2.678476095436818e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 7466932.422534205 | |
| } | |
| } | |
| } | |
| } |