IlyasMoutawwakil's picture
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
cae1f1b verified
raw
history blame
11.8 kB
{
"config": {
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
"backend": {
"name": "pytorch",
"version": "2.2.2+rocm5.7",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "fill-mask",
"library": "transformers",
"model_type": "bert",
"model": "google-bert/bert-base-uncased",
"processor": "google-bert/bert-base-uncased",
"device": "cuda",
"device_ids": "0",
"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": "error",
"numactl": false,
"numactl_kwargs": {},
"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": "0.3.1",
"optimum_benchmark_commit": "3b109cf557e2496fe3c954817385781e6dc5cad1",
"transformers_version": "4.42.4",
"transformers_commit": null,
"accelerate_version": "0.32.1",
"accelerate_commit": null,
"diffusers_version": "0.29.2",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.7",
"timm_commit": null,
"peft_version": null,
"peft_commit": null,
"llama_cpp_version": null,
"llama_cpp_commit": null
}
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 897.916928,
"max_global_vram": 875.339776,
"max_process_vram": 48112.14848,
"max_reserved": 589.299712,
"max_allocated": 533.571072
},
"latency": {
"unit": "s",
"count": 1,
"total": 7.291982421875,
"mean": 7.291982421875,
"stdev": 0.0,
"p50": 7.291982421875,
"p90": 7.291982421875,
"p95": 7.291982421875,
"p99": 7.291982421875,
"values": [
7.291982421875
]
},
"throughput": null,
"energy": null,
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1017.32352,
"max_global_vram": 938.881024,
"max_process_vram": 234634.330112,
"max_reserved": 589.299712,
"max_allocated": 439.456768
},
"latency": {
"unit": "s",
"count": 146,
"total": 1.0003899607658384,
"mean": 0.0068519860326427305,
"stdev": 0.00036813094244269456,
"p50": 0.006798356533050537,
"p90": 0.007238354444503784,
"p95": 0.007419073104858398,
"p99": 0.007620096111297608,
"values": [
0.007606192111968994,
0.007631472110748291,
0.007303153038024902,
0.007366034030914306,
0.007178034782409668,
0.007365552902221679,
0.007043954849243164,
0.00690747594833374,
0.006877076148986816,
0.006854356765747071,
0.007073394775390625,
0.006868596076965332,
0.006833395957946777,
0.006838356971740723,
0.006820277214050293,
0.006806036949157715,
0.006783476829528809,
0.006777556896209716,
0.0067481169700622555,
0.006718037128448487,
0.006982356071472168,
0.0067364368438720705,
0.010202654838562012,
0.00733115291595459,
0.0066721181869506836,
0.006667636871337891,
0.006900276184082031,
0.006636918067932129,
0.006845876216888428,
0.006910837173461914,
0.0066489181518554685,
0.006880276203155518,
0.007050835132598877,
0.007266833782196045,
0.007436752796173096,
0.007471951961517334,
0.007438992977142334,
0.00727819299697876,
0.007115954875946045,
0.006700757026672363,
0.006884596824645996,
0.006797875881195068,
0.0069271559715271,
0.006823637008666992,
0.007018354892730713,
0.006816436767578125,
0.006882036209106445,
0.006907316207885742,
0.006802677154541015,
0.0069649147987365725,
0.007209875106811523,
0.0070010747909545895,
0.00684795618057251,
0.006806356906890869,
0.006883635997772217,
0.00694571590423584,
0.006598998069763184,
0.006792596817016602,
0.006753877162933349,
0.006815317153930664,
0.006724757194519043,
0.0068217158317565914,
0.0067793169021606444,
0.0069719557762146,
0.006771797180175781,
0.006933236122131347,
0.006629716873168945,
0.0070842747688293455,
0.006793716907501221,
0.006813557147979737,
0.006709076881408691,
0.006815476894378662,
0.006798837184906006,
0.0068813967704772945,
0.006796916007995605,
0.0066201181411743165,
0.006572119235992432,
0.006787157058715821,
0.006896115779876709,
0.006756277084350586,
0.006802036762237549,
0.006798996925354004,
0.006617877960205078,
0.006620758056640625,
0.006596598148345947,
0.006636436939239502,
0.006553878784179687,
0.006610198020935059,
0.006604598045349121,
0.006815636157989502,
0.00662923812866211,
0.006639957904815674,
0.00677851676940918,
0.0068301959037780765,
0.006857077121734619,
0.006623477935791016,
0.0065986781120300295,
0.006598038196563721,
0.006788756847381592,
0.006588438034057617,
0.006571638107299805,
0.006586358070373535,
0.006556758880615235,
0.006628437042236328,
0.0065666790008544924,
0.0066153168678283695,
0.007202195167541504,
0.00664683723449707,
0.006618998050689697,
0.006586197853088379,
0.00656507921218872,
0.006631317138671875,
0.00659099817276001,
0.0065969181060791015,
0.006613557815551758,
0.006577398777008057,
0.0066109981536865235,
0.006769717216491699,
0.006800277233123779,
0.006587478160858154,
0.006603318214416504,
0.006598038196563721,
0.006731156826019287,
0.006581398010253906,
0.006589398860931396,
0.006589078903198242,
0.006590517997741699,
0.006592117786407471,
0.006708917140960694,
0.006715476989746094,
0.006581878185272217,
0.006750997066497803,
0.006590678215026856,
0.006578039169311523,
0.006761396884918213,
0.006881075859069824,
0.007443471908569336,
0.007511792182922364,
0.0072951531410217286,
0.00691515588760376,
0.006891955852508545,
0.0068146767616271975,
0.006886516094207764,
0.006954996109008789,
0.006881556034088135,
0.00682443618774414
]
},
"throughput": {
"unit": "samples/s",
"value": 145.9430879216652
},
"energy": null,
"efficiency": null
}
}
}