IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
42039ec
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "multiple-choice", | |
"library": "transformers", | |
"model_type": "roberta", | |
"model": "FacebookAI/roberta-base", | |
"processor": "FacebookAI/roberta-base", | |
"device": "cuda", | |
"device_ids": "6", | |
"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": 1, | |
"num_choices": 2, | |
"sequence_length": 2 | |
}, | |
"new_tokens": null, | |
"memory": true, | |
"latency": 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": "warn", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082014.482432, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 8, | |
"gpu_vram_mb": 549621596160, | |
"optimum_benchmark_version": "0.5.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.45.2", | |
"transformers_commit": null, | |
"accelerate_version": "1.0.0", | |
"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": "0.13.0", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1104.535552, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 4291.055616, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.37152 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.0754539337158203 | |
], | |
"count": 1, | |
"total": 0.0754539337158203, | |
"mean": 0.0754539337158203, | |
"p50": 0.0754539337158203, | |
"p90": 0.0754539337158203, | |
"p95": 0.0754539337158203, | |
"p99": 0.0754539337158203, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1222.397952, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 255902.150656, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.506688 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.008594260215759278, | |
0.008290578842163086, | |
0.008357938766479492, | |
0.0082241792678833, | |
0.008193458557128906, | |
0.00824289894104004, | |
0.008169617652893067, | |
0.008294098854064942, | |
0.008177298545837403, | |
0.008188179016113281, | |
0.008177298545837403, | |
0.008219058990478516, | |
0.008258098602294922, | |
0.00818545913696289, | |
0.008269139289855957, | |
0.008196338653564453, | |
0.008219379425048828, | |
0.008420980453491211, | |
0.008642580032348633, | |
0.00853697967529297, | |
0.008356819152832031, | |
0.008319059371948241, | |
0.008224979400634765, | |
0.00822001838684082, | |
0.008211379051208495, | |
0.00818225860595703, | |
0.008268339157104492, | |
0.008241458892822266, | |
0.008232019424438476, | |
0.008294578552246093, | |
0.008204018592834473, | |
0.008270419120788575, | |
0.00825761890411377, | |
0.008318578720092774, | |
0.008390259742736817, | |
0.008296978950500489, | |
0.00831105899810791, | |
0.008276020050048828, | |
0.008316338539123535, | |
0.008293139457702636, | |
0.008233939170837402, | |
0.008289138793945312, | |
0.008223379135131836, | |
0.008231538772583008, | |
0.008337139129638672, | |
0.008367379188537598, | |
0.008443698883056641, | |
0.008372658729553223, | |
0.008352819442749024, | |
0.008420019149780274, | |
0.008534579277038575, | |
0.008419699668884277, | |
0.008399218559265136, | |
0.008324500083923339, | |
0.008332179069519044, | |
0.008592820167541504, | |
0.008356658935546876, | |
0.008523859977722169, | |
0.008502739906311035, | |
0.008484339714050293, | |
0.008463059425354004, | |
0.008463540077209473, | |
0.008404499053955078, | |
0.008422100067138671, | |
0.00831697940826416, | |
0.008344499588012696, | |
0.008405299186706542, | |
0.008299698829650879, | |
0.00825105857849121, | |
0.008280658721923828, | |
0.008402579307556153, | |
0.008232178688049317, | |
0.008240979194641113, | |
0.008293619155883789, | |
0.008264498710632324, | |
0.00858273983001709, | |
0.008880020141601563, | |
0.00848849868774414, | |
0.008533459663391113, | |
0.008380659103393555, | |
0.008364020347595215, | |
0.008377939224243165, | |
0.008317620277404784, | |
0.008348978996276856, | |
0.008327698707580567, | |
0.008282419204711913, | |
0.007843698024749756, | |
0.007958578109741212, | |
0.007932178020477295, | |
0.007934738159179687, | |
0.007849137783050537, | |
0.007873137950897217, | |
0.0078803391456604, | |
0.008229939460754395, | |
0.008290578842163086, | |
0.008247058868408203, | |
0.00822321891784668, | |
0.00812465763092041, | |
0.008114898681640625, | |
0.007868658065795899, | |
0.007831377983093262, | |
0.007791858196258545, | |
0.007762738227844238, | |
0.007810098171234131, | |
0.007775057792663574, | |
0.007777617931365967, | |
0.007799538135528564, | |
0.00785825777053833, | |
0.007815378189086914, | |
0.007821777820587157, | |
0.007834417819976807, | |
0.007832178115844727, | |
0.007852337837219238, | |
0.007864337921142578, | |
0.007841618061065673, | |
0.007803698062896728, | |
0.007817138195037841, | |
0.007816497802734374, | |
0.007795057773590088, | |
0.007814737796783447, | |
0.007797936916351319, | |
0.007777297973632812 | |
], | |
"count": 122, | |
"total": 1.0013165426254271, | |
"mean": 0.008207512644470717, | |
"p50": 0.008261298656463623, | |
"p90": 0.008463492012023927, | |
"p95": 0.008534523296356202, | |
"p99": 0.008632432870864869, | |
"stdev": 0.00024076425078961515, | |
"stdev_": 2.933461832091292 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 121.83959298237397 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |