IlyasMoutawwakil's picture
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
4d42d77 verified
raw
history blame
11.4 kB
{
"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": 1082015.256576,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.15.0-101-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": "0.4.0",
"optimum_benchmark_commit": null,
"transformers_version": "4.44.2",
"transformers_commit": null,
"accelerate_version": "0.34.2",
"accelerate_commit": null,
"diffusers_version": "0.30.2",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.9",
"timm_commit": null,
"peft_version": "0.12.0",
"peft_commit": null
}
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 1042.690048,
"max_global_vram": 68702.69952,
"max_process_vram": 46853.271552,
"max_reserved": 555.74528,
"max_allocated": 499.37152
},
"latency": {
"unit": "s",
"count": 1,
"total": 8.0591591796875,
"mean": 8.0591591796875,
"stdev": 0.0,
"p50": 8.0591591796875,
"p90": 8.0591591796875,
"p95": 8.0591591796875,
"p99": 8.0591591796875,
"values": [
8.0591591796875
]
},
"throughput": null,
"energy": null,
"efficiency": null,
"measures": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1160.167424,
"max_global_vram": 68702.69952,
"max_process_vram": 206869.823488,
"max_reserved": 555.74528,
"max_allocated": 499.5072
},
"latency": {
"unit": "s",
"count": 130,
"total": 0.9998951942920687,
"mean": 0.007691501494554372,
"stdev": 0.004977021264211699,
"p50": 0.007450090646743774,
"p90": 0.00813863592147827,
"p95": 0.008185595941543578,
"p99": 0.02264432700157155,
"values": [
0.008186891555786132,
0.008336972236633301,
0.008327371597290039,
0.008184012413024902,
0.008130891799926758,
0.008152172088623047,
0.02751651954650879,
0.002434403896331787,
0.002443522930145264,
0.007756971836090088,
0.00771665096282959,
0.007698091030120849,
0.007684330940246582,
0.007685610771179199,
0.007619370937347412,
0.007610890865325928,
0.007578890800476074,
0.007631690979003907,
0.007616651058197021,
0.0076366510391235355,
0.007614090919494629,
0.007562570095062256,
0.00756049108505249,
0.007538731098175049,
0.0075209708213806155,
0.010715855598449706,
0.007607690811157227,
0.007449930191040039,
0.00752193021774292,
0.007524971008300781,
0.007506731033325195,
0.007516810894012451,
0.007586091041564941,
0.007516810894012451,
0.00753649091720581,
0.007466411113739014,
0.007554409980773925,
0.007488490104675293,
0.0075656108856201176,
0.007446731090545654,
0.007322891235351563,
0.007366090774536133,
0.0073572897911071775,
0.007367530822753906,
0.007358409881591797,
0.007348969936370849,
0.007326731204986572,
0.007348010063171387,
0.007450251102447509,
0.0073742508888244625,
0.0073763298988342284,
0.007372169971466064,
0.007348491191864014,
0.007339210033416748,
0.007341610908508301,
0.007497611045837402,
0.007389610767364502,
0.007383210182189941,
0.007394890785217285,
0.007392810821533203,
0.007388810157775879,
0.007389451026916504,
0.0073528108596801756,
0.007446889877319336,
0.00738113021850586,
0.007364810943603516,
0.007361289978027344,
0.007398409843444824,
0.007420811176300049,
0.007415370941162109,
0.0073904099464416504,
0.007392011165618897,
0.007306890964508057,
0.0073310499191284175,
0.007365931034088135,
0.007330090045928955,
0.007334569931030274,
0.007317290782928467,
0.007323369979858398,
0.007320490837097168,
0.007320970058441162,
0.0073616099357604985,
0.007343851089477539,
0.007393449783325195,
0.007339049816131591,
0.007313611030578614,
0.0073444900512695315,
0.007311050891876221,
0.00736945104598999,
0.00732496976852417,
0.007368650913238526,
0.007339049816131591,
0.007352011203765869,
0.05755096435546875,
0.002459043979644775,
0.002430402994155884,
0.002417923927307129,
0.002423362970352173,
0.0024296040534973144,
0.00241040301322937,
0.0024078431129455568,
0.0024040040969848632,
0.002409923076629639,
0.003752326011657715,
0.007507851123809814,
0.008146572113037109,
0.00815281105041504,
0.008164490699768066,
0.008084491729736328,
0.007756330966949463,
0.00754193115234375,
0.007644811153411865,
0.00763153076171875,
0.007892012119293213,
0.00814353084564209,
0.008129131317138672,
0.008128972053527831,
0.008210732460021972,
0.008123051643371583,
0.00812113094329834,
0.008125772476196289,
0.008104331970214844,
0.008138092041015624,
0.00808833122253418,
0.008085291862487793,
0.008110091209411622,
0.008018891334533691,
0.007534730911254883,
0.007593770980834961,
0.007599851131439209
]
},
"throughput": {
"unit": "samples/s",
"value": 130.01362617013152
},
"energy": null,
"efficiency": null,
"measures": null
}
}
}