IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
a501d09
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", | |
"model": "FacebookAI/roberta-base", | |
"library": "transformers", | |
"device": "cuda", | |
"device_ids": "0", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"hub_kwargs": { | |
"revision": "main", | |
"force_download": false, | |
"local_files_only": false, | |
"trust_remote_code": false | |
}, | |
"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": "ebd20fcf042acf5db8d8956e7057fa93c82e14ab", | |
"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": "0.9.16", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1002.684416, | |
"max_global_vram": 897.14688, | |
"max_process_vram": 261801.775104, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.443712 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 125, | |
"total": 0.9957488594055177, | |
"mean": 0.00796599087524414, | |
"stdev": 0.00014217940476750785, | |
"p50": 0.007937283039093017, | |
"p90": 0.008125123023986816, | |
"p95": 0.008183874893188475, | |
"p99": 0.008305353469848634, | |
"values": [ | |
0.008300003051757812, | |
0.008143362998962402, | |
0.008180803298950195, | |
0.008209922790527343, | |
0.008307043075561524, | |
0.008221762657165527, | |
0.008138883590698242, | |
0.008076963424682617, | |
0.008051202774047852, | |
0.008021443367004395, | |
0.007993603229522705, | |
0.007983043193817138, | |
0.007979203224182128, | |
0.007963683128356934, | |
0.007967523097991943, | |
0.007905922889709472, | |
0.00790928316116333, | |
0.007925922870635987, | |
0.007957922935485839, | |
0.007950082778930664, | |
0.00795488405227661, | |
0.0079393630027771, | |
0.007934402942657471, | |
0.00791200304031372, | |
0.007898242950439453, | |
0.007914243221282959, | |
0.008059843063354492, | |
0.008098882675170898, | |
0.00803200340270996, | |
0.008011842727661133, | |
0.008006402969360352, | |
0.007977283000946045, | |
0.007949283123016357, | |
0.007931202888488769, | |
0.007930882930755615, | |
0.007938242912292481, | |
0.007948643207550048, | |
0.007893763065338134, | |
0.007946883201599121, | |
0.007904003143310547, | |
0.007904482841491698, | |
0.007937283039093017, | |
0.007995683193206787, | |
0.008109442710876465, | |
0.008184642791748046, | |
0.008128003120422363, | |
0.008032483100891113, | |
0.008015362739562989, | |
0.008028803825378418, | |
0.008043362617492675, | |
0.008037443161010743, | |
0.007970882892608642, | |
0.007952642917633057, | |
0.00803648281097412, | |
0.008066722869873047, | |
0.007998403072357177, | |
0.007935682773590087, | |
0.007895523071289063, | |
0.007906403064727783, | |
0.007879843235015869, | |
0.007861443042755127, | |
0.008004962921142578, | |
0.008253764152526856, | |
0.008162403106689453, | |
0.008068483352661132, | |
0.008054883003234863, | |
0.008021443367004395, | |
0.00893120288848877, | |
0.007966564178466798, | |
0.00808624267578125, | |
0.008076322555541993, | |
0.008064482688903809, | |
0.008058882713317872, | |
0.008028642654418945, | |
0.008031203269958495, | |
0.00802496337890625, | |
0.00792352294921875, | |
0.007896162986755372, | |
0.007876643180847168, | |
0.007874242782592774, | |
0.007862722873687744, | |
0.007829442977905273, | |
0.00784768295288086, | |
0.007849603176116944, | |
0.007822563171386718, | |
0.007818562984466553, | |
0.007838562965393066, | |
0.00782416296005249, | |
0.007872962951660156, | |
0.008130244255065918, | |
0.008120802879333497, | |
0.007975203037261963, | |
0.007918723106384277, | |
0.007889762878417968, | |
0.00790992307662964, | |
0.007856002807617187, | |
0.007885922908782959, | |
0.007884482860565185, | |
0.007898882865905761, | |
0.007821123123168945, | |
0.007915203094482421, | |
0.007894883155822754, | |
0.007897122859954834, | |
0.007899202823638917, | |
0.007873443126678467, | |
0.007856002807617187, | |
0.007955683231353759, | |
0.007871842861175538, | |
0.007842082977294922, | |
0.007858242988586426, | |
0.00784816312789917, | |
0.00784816312789917, | |
0.0078760027885437, | |
0.007844482898712158, | |
0.007837923049926757, | |
0.007795362949371338, | |
0.0078214430809021, | |
0.007806562900543213, | |
0.007799683094024658, | |
0.007842722892761231, | |
0.0077737622261047365, | |
0.007784162998199463, | |
0.007810883045196533, | |
0.007835362911224365, | |
0.007807202816009521 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 125.53366124328534 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |