IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
3a5e963
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "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": {}, | |
| "hub_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": 1, | |
| "num_choices": 2, | |
| "sequence_length": 2 | |
| }, | |
| "new_tokens": null, | |
| "latency": true, | |
| "memory": 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": "error", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.236096, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 68702699520, | |
| "optimum_benchmark_version": "0.2.0", | |
| "optimum_benchmark_commit": "e65976e2695b67f37a76baa42b75347a3a733547", | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1008.586752, | |
| "max_global_vram": 1877.516288, | |
| "max_process_vram": 232966.889472, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.443712 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 137, | |
| "total": 0.9973862705230712, | |
| "mean": 0.0072801917556428565, | |
| "stdev": 0.00023952705644979445, | |
| "p50": 0.007160490989685059, | |
| "p90": 0.00759425106048584, | |
| "p95": 0.007729419231414795, | |
| "p99": 0.008023986015319824, | |
| "values": [ | |
| 0.007745292186737061, | |
| 0.007477130889892578, | |
| 0.007263689994812012, | |
| 0.007044650077819824, | |
| 0.007075210094451904, | |
| 0.007119690895080567, | |
| 0.0071025710105896, | |
| 0.007162409782409668, | |
| 0.007113931179046631, | |
| 0.007097609996795654, | |
| 0.007102410793304443, | |
| 0.007073929786682129, | |
| 0.0070678510665893556, | |
| 0.007101930141448974, | |
| 0.007122090816497803, | |
| 0.00716417121887207, | |
| 0.007247690200805664, | |
| 0.007101931095123291, | |
| 0.007119850158691406, | |
| 0.007075049877166748, | |
| 0.007120650768280029, | |
| 0.00708912992477417, | |
| 0.007138570785522461, | |
| 0.007095369815826416, | |
| 0.007122251033782959, | |
| 0.007096010208129883, | |
| 0.007151371002197266, | |
| 0.007112330913543701, | |
| 0.00715680980682373, | |
| 0.008091691970825196, | |
| 0.007667212009429931, | |
| 0.007131370067596435, | |
| 0.0070819311141967775, | |
| 0.007105770111083984, | |
| 0.007234890937805175, | |
| 0.007438411235809326, | |
| 0.007288811206817627, | |
| 0.007059529781341552, | |
| 0.007088490962982178, | |
| 0.0070894498825073244, | |
| 0.007080009937286377, | |
| 0.0073057708740234375, | |
| 0.007294411182403564, | |
| 0.007049449920654297, | |
| 0.007095530986785888, | |
| 0.007088329792022705, | |
| 0.007089611053466797, | |
| 0.0070612897872924804, | |
| 0.00709873104095459, | |
| 0.007068170070648193, | |
| 0.007080330848693848, | |
| 0.007079209804534912, | |
| 0.007053610801696778, | |
| 0.007223851203918457, | |
| 0.007242090225219726, | |
| 0.00704577112197876, | |
| 0.007083690166473389, | |
| 0.007020330905914306, | |
| 0.007039370059967041, | |
| 0.007156811237335205, | |
| 0.007258730888366699, | |
| 0.007137290000915527, | |
| 0.00707905101776123, | |
| 0.007047530174255371, | |
| 0.007334890842437744, | |
| 0.007160490989685059, | |
| 0.0075468912124633785, | |
| 0.007918571949005127, | |
| 0.007079850196838379, | |
| 0.0070592107772827145, | |
| 0.007590091228485108, | |
| 0.007602090835571289, | |
| 0.007431050777435303, | |
| 0.007401771068572998, | |
| 0.007601771831512451, | |
| 0.0075577712059021, | |
| 0.007725450992584228, | |
| 0.0074806509017944335, | |
| 0.007617610931396485, | |
| 0.007434091091156006, | |
| 0.007472970962524414, | |
| 0.007379371166229248, | |
| 0.007331050872802734, | |
| 0.007425450801849366, | |
| 0.007289930820465088, | |
| 0.007331210136413574, | |
| 0.0073494501113891605, | |
| 0.0073828911781311036, | |
| 0.0073737711906433105, | |
| 0.0073449711799621585, | |
| 0.007259050846099854, | |
| 0.007452331066131592, | |
| 0.007371211051940918, | |
| 0.007443050861358643, | |
| 0.007668170928955078, | |
| 0.007532970905303955, | |
| 0.007547211170196533, | |
| 0.007426731109619141, | |
| 0.007456651210784912, | |
| 0.0074880108833312985, | |
| 0.0075939311981201175, | |
| 0.007450251102447509, | |
| 0.007322090148925781, | |
| 0.007592172145843506, | |
| 0.007262570858001709, | |
| 0.007305769920349121, | |
| 0.007168810844421386, | |
| 0.007153131008148193, | |
| 0.007122729778289795, | |
| 0.00717409086227417, | |
| 0.007112810134887695, | |
| 0.007135529994964599, | |
| 0.007139531135559082, | |
| 0.007098090171813965, | |
| 0.007112650871276855, | |
| 0.007113770008087158, | |
| 0.007081770896911621, | |
| 0.007092329978942871, | |
| 0.0070568108558654785, | |
| 0.00710000991821289, | |
| 0.007066411018371582, | |
| 0.007037290096282959, | |
| 0.007108651161193848, | |
| 0.007118889808654785, | |
| 0.0070816102027893065, | |
| 0.007052969932556152, | |
| 0.007987690925598144, | |
| 0.007747372150421142, | |
| 0.007503850936889649, | |
| 0.007542730808258057, | |
| 0.00750321102142334, | |
| 0.007503850936889649, | |
| 0.007594730854034424, | |
| 0.00744209098815918, | |
| 0.007473771095275879, | |
| 0.00802721118927002, | |
| 0.008018252372741699 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 137.35901931771272 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |