IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
da77d90
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": "5", | |
"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": 1082014.490624, | |
"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.dev0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.45.2", | |
"transformers_commit": null, | |
"accelerate_version": "1.0.1", | |
"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": "0.13.2", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1105.75616, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 3942.33856, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.37152 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.08019382476806641 | |
], | |
"count": 1, | |
"total": 0.08019382476806641, | |
"mean": 0.08019382476806641, | |
"p50": 0.08019382476806641, | |
"p90": 0.08019382476806641, | |
"p95": 0.08019382476806641, | |
"p99": 0.08019382476806641, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1223.786496, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 261293.40416, | |
"max_reserved": 555.74528, | |
"max_allocated": 499.506688 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.008770051002502442, | |
0.008007654190063477, | |
0.007992134094238282, | |
0.007992454051971435, | |
0.007962374210357667, | |
0.007987654209136963, | |
0.00804253387451172, | |
0.008023333549499512, | |
0.00798733377456665, | |
0.007985733985900878, | |
0.007986053943634034, | |
0.008008294105529785, | |
0.007982853889465333, | |
0.007985733985900878, | |
0.007998693943023681, | |
0.007984293937683105, | |
0.007952613830566406, | |
0.008009413719177245, | |
0.00799933385848999, | |
0.00801517391204834, | |
0.007982694149017333, | |
0.008013733863830566, | |
0.007997414112091065, | |
0.008011334419250489, | |
0.007999973773956299, | |
0.008047174453735352, | |
0.008032294273376464, | |
0.007986053943634034, | |
0.008008934020996094, | |
0.008033574104309082, | |
0.00794125509262085, | |
0.00801421356201172, | |
0.008039813995361328, | |
0.008077733993530274, | |
0.008061413764953613, | |
0.008010053634643554, | |
0.007996774196624756, | |
0.008002214431762696, | |
0.008016453742980958, | |
0.00797997522354126, | |
0.007981894016265869, | |
0.007994053840637207, | |
0.007993894100189209, | |
0.007967974185943603, | |
0.008004294395446778, | |
0.008019333839416503, | |
0.007983813762664795, | |
0.007969573974609375, | |
0.008002694129943849, | |
0.007977253913879394, | |
0.008188933372497558, | |
0.007990533828735352, | |
0.007988133907318114, | |
0.007939653873443604, | |
0.007998854160308837, | |
0.007978854179382324, | |
0.00797149419784546, | |
0.007967335224151611, | |
0.007941895008087159, | |
0.007977253913879394, | |
0.007957734107971192, | |
0.007934854030609131, | |
0.0079266939163208, | |
0.00807197380065918, | |
0.007977893829345703, | |
0.007967974185943603, | |
0.007948294162750244, | |
0.008007973670959472, | |
0.008039493560791016, | |
0.007985894203186034, | |
0.007983813762664795, | |
0.008076133728027344, | |
0.007970054149627686, | |
0.007998854160308837, | |
0.007988614082336426, | |
0.00799933385848999, | |
0.007994534015655518, | |
0.00796973419189453, | |
0.008068453788757325, | |
0.00806765365600586, | |
0.008012774467468262, | |
0.00807085418701172, | |
0.008028453826904296, | |
0.007978854179382324, | |
0.008024133682250977, | |
0.008005093574523926, | |
0.008018854141235352, | |
0.00804301357269287, | |
0.007997414112091065, | |
0.008022693634033204, | |
0.008016934394836426, | |
0.00800749397277832, | |
0.00800861358642578, | |
0.007985414981842041, | |
0.008070532798767089, | |
0.007991494178771973, | |
0.008043334007263184, | |
0.007989893913269043, | |
0.00799277400970459, | |
0.007995654106140136, | |
0.007955813884735107, | |
0.007979333877563477, | |
0.007996453762054443, | |
0.007982853889465333, | |
0.007963973999023438, | |
0.007975014209747314, | |
0.007965894222259521, | |
0.007976774215698243, | |
0.007976774215698243, | |
0.007965734004974365, | |
0.007976613998413085, | |
0.008014533996582031, | |
0.007953094005584718, | |
0.008003653526306153, | |
0.007970213890075684, | |
0.00802125358581543, | |
0.007951175212860108, | |
0.007963815212249755, | |
0.008034374237060547, | |
0.007992134094238282, | |
0.007988294124603272, | |
0.00800477409362793, | |
0.007969095230102538, | |
0.007989415168762207, | |
0.007989574909210205 | |
], | |
"count": 125, | |
"total": 1.0005653944015502, | |
"mean": 0.008004523155212401, | |
"p50": 0.00799277400970459, | |
"p90": 0.00804282169342041, | |
"p95": 0.008070116996765136, | |
"p99": 0.00816224552154541, | |
"stdev": 7.71965472807841e-05, | |
"stdev_": 0.9644115681084025 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 124.92936563608015 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |