hf-transformers-bot's picture
Upload folder using huggingface_hub
d2e612d verified
{
"config": {
"name": "pytorch_generate",
"backend": {
"name": "pytorch",
"version": "2.3.0+cu121",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "text-generation",
"library": "transformers",
"model": "google/gemma-2b",
"processor": "google/gemma-2b",
"device": "cuda",
"device_ids": "0",
"seed": 42,
"inter_op_num_threads": null,
"intra_op_num_threads": null,
"model_kwargs": {},
"processor_kwargs": {},
"hub_kwargs": {},
"no_weights": true,
"device_map": null,
"torch_dtype": "float16",
"eval_mode": true,
"to_bettertransformer": false,
"low_cpu_mem_usage": null,
"attn_implementation": null,
"cache_implementation": "static",
"autocast_enabled": false,
"autocast_dtype": null,
"torch_compile": false,
"torch_compile_target": "forward",
"torch_compile_config": {
"backend": "inductor",
"mode": "reduce-overhead",
"fullgraph": true
},
"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": 2,
"duration": 0,
"warmup_runs": 10,
"input_shapes": {
"batch_size": 1,
"num_choices": 2,
"sequence_length": 7
},
"new_tokens": null,
"latency": true,
"memory": true,
"energy": false,
"forward_kwargs": {},
"generate_kwargs": {
"max_new_tokens": 128,
"min_new_tokens": 128,
"do_sample": false
},
"call_kwargs": {}
},
"launcher": {
"name": "process",
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
"device_isolation": true,
"device_isolation_action": "warn",
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7R32",
"cpu_count": 16,
"cpu_ram_mb": 66697.29792,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.10.217-205.860.amzn2.x86_64-x86_64-with-glibc2.29",
"processor": "x86_64",
"python_version": "3.8.10",
"gpu": [
"NVIDIA A10G"
],
"gpu_count": 1,
"gpu_vram_mb": 24146608128,
"optimum_benchmark_version": "0.2.1",
"optimum_benchmark_commit": null,
"transformers_version": "4.42.0.dev0",
"transformers_commit": "dcdda5324bcc7a750b5e40e11dd795442204ff27",
"accelerate_version": "0.32.0.dev0",
"accelerate_commit": null,
"diffusers_version": null,
"diffusers_commit": null,
"optimum_version": "1.21.0.dev0",
"optimum_commit": null,
"timm_version": "0.9.16",
"timm_commit": null,
"peft_version": "0.11.2.dev0",
"peft_commit": null
}
},
"report": {
"prefill": {
"memory": {
"unit": "MB",
"max_ram": 1755.07456,
"max_global_vram": 6793.199616,
"max_process_vram": 0.0,
"max_reserved": 6146.752512,
"max_allocated": 5036.936192
},
"latency": {
"unit": "s",
"count": 2,
"total": 0.043486080169677734,
"mean": 0.021743040084838867,
"stdev": 0.00020393562316894584,
"p50": 0.021743040084838867,
"p90": 0.021906188583374023,
"p95": 0.021926582145690918,
"p99": 0.021942896995544435,
"values": [
0.021946975708007813,
0.02153910446166992
]
},
"throughput": {
"unit": "tokens/s",
"value": 321.9421006762071
},
"energy": null,
"efficiency": null
},
"decode": {
"memory": {
"unit": "MB",
"max_ram": 1755.09504,
"max_global_vram": 6793.199616,
"max_process_vram": 0.0,
"max_reserved": 6146.752512,
"max_allocated": 5036.936704
},
"latency": {
"unit": "s",
"count": 2,
"total": 5.081382080078125,
"mean": 2.5406910400390625,
"stdev": 0.017279418945312486,
"p50": 2.5406910400390625,
"p90": 2.5545145751953124,
"p95": 2.556242517089844,
"p99": 2.5576248706054687,
"values": [
2.557970458984375,
2.52341162109375
]
},
"throughput": {
"unit": "tokens/s",
"value": 49.98640054953215
},
"energy": null,
"efficiency": null
},
"per_token": {
"memory": null,
"latency": {
"unit": "s",
"count": 253,
"total": 5.0824058990478544,
"mean": 0.02008856086580179,
"stdev": 0.0013935931823058378,
"p50": 0.0198154239654541,
"p90": 0.02061311912536621,
"p95": 0.02069729309082031,
"p99": 0.02134241310119629,
"values": [
0.021737472534179687,
0.019982336044311523,
0.020807680130004884,
0.020725759506225586,
0.020682752609252928,
0.019793920516967774,
0.019762176513671875,
0.019717119216918946,
0.019720191955566405,
0.019722240447998047,
0.019935232162475586,
0.01986355209350586,
0.01978982353210449,
0.019715072631835938,
0.019728384017944335,
0.019715072631835938,
0.0214835205078125,
0.020708351135253905,
0.020674560546875,
0.020632575988769532,
0.02062335968017578,
0.020617216110229493,
0.020699136734008788,
0.02067865562438965,
0.020641792297363282,
0.02063155174255371,
0.020572160720825194,
0.020547584533691408,
0.02061311912536621,
0.020579328536987306,
0.020616191864013672,
0.020544511795043945,
0.020537343978881836,
0.019787776947021486,
0.01982259178161621,
0.019819520950317384,
0.01987276840209961,
0.0198604793548584,
0.01984511947631836,
0.0198922233581543,
0.02032640075683594,
0.019883007049560548,
0.019993600845336915,
0.019914751052856446,
0.01982975959777832,
0.01984716796875,
0.01987379264831543,
0.020588544845581053,
0.020686847686767578,
0.020590591430664062,
0.020717567443847656,
0.020385791778564453,
0.019938304901123048,
0.019869695663452147,
0.01979084777832031,
0.019738624572753907,
0.019761152267456054,
0.019780607223510743,
0.019767295837402343,
0.019811328887939454,
0.019907583236694337,
0.019907583236694337,
0.019862527847290038,
0.019753984451293945,
0.01984000015258789,
0.020153343200683595,
0.01983283233642578,
0.019796991348266603,
0.020414464950561522,
0.020136959075927736,
0.019785728454589844,
0.019825664520263672,
0.019799072265625,
0.020015071868896485,
0.01963417625427246,
0.019919872283935547,
0.020107263565063475,
0.019781631469726564,
0.020418560028076172,
0.020695039749145508,
0.019958784103393554,
0.01977446365356445,
0.020966400146484376,
0.02045132827758789,
0.02030284881591797,
0.020254720687866212,
0.020273151397705077,
0.02025574493408203,
0.020311040878295897,
0.02047590446472168,
0.020155391693115234,
0.019810304641723633,
0.020393983840942383,
0.020355072021484375,
0.02028441619873047,
0.020198400497436524,
0.020117504119873047,
0.020017152786254884,
0.020360191345214843,
0.020435968399047853,
0.020328447341918944,
0.020785152435302736,
0.02030182456970215,
0.020262912750244142,
0.01989017677307129,
0.019729408264160156,
0.019735551834106444,
0.019765247344970704,
0.019997695922851562,
0.020993024826049804,
0.02045337677001953,
0.019768320083618163,
0.019762176513671875,
0.01978265571594238,
0.019733503341674806,
0.019725311279296876,
0.019723264694213868,
0.02017791938781738,
0.020346879959106445,
0.01986662483215332,
0.019788799285888673,
0.019800064086914062,
0.0198287353515625,
0.019773439407348634,
0.019780607223510743,
0.019785728454589844,
0.04143718338012695,
0.020131839752197265,
0.019771392822265626,
0.019810304641723633,
0.019721216201782226,
0.019757055282592775,
0.019723264694213868,
0.019778560638427735,
0.01982975959777832,
0.019746816635131836,
0.019745792388916016,
0.019715072631835938,
0.019757055282592775,
0.01983692741394043,
0.019818496704101563,
0.019842048645019532,
0.019800064086914062,
0.019758079528808595,
0.01978982353210449,
0.019756032943725587,
0.019713024139404296,
0.019726335525512697,
0.019733503341674806,
0.019762176513671875,
0.019740671157836915,
0.019731456756591798,
0.019893247604370116,
0.02024550437927246,
0.019711999893188475,
0.019794944763183595,
0.019778560638427735,
0.019813375473022463,
0.01966080093383789,
0.019786752700805665,
0.019756032943725587,
0.019770368576049805,
0.019736576080322265,
0.019728384017944335,
0.019749887466430666,
0.01979084777832031,
0.019725311279296876,
0.019783679962158202,
0.01988403129577637,
0.021212160110473634,
0.02069606399536133,
0.02007961654663086,
0.019941375732421874,
0.019805183410644533,
0.019553279876708983,
0.019545087814331053,
0.019737600326538086,
0.020133888244628906,
0.019748863220214845,
0.019834880828857423,
0.019730432510375977,
0.02061311912536621,
0.02101043128967285,
0.020601856231689454,
0.020419584274291993,
0.020378623962402344,
0.020340736389160157,
0.019943424224853516,
0.019793920516967774,
0.019787776947021486,
0.019758079528808595,
0.020139007568359374,
0.019817472457885742,
0.019755008697509766,
0.01970790481567383,
0.019931135177612306,
0.019922943115234376,
0.01980620765686035,
0.019795967102050782,
0.019803136825561524,
0.02043187141418457,
0.020537343978881836,
0.01999667167663574,
0.019781631469726564,
0.0198154239654541,
0.01983795166015625,
0.01978265571594238,
0.01982054328918457,
0.019808256149291992,
0.019764223098754884,
0.01983078384399414,
0.019786752700805665,
0.019720191955566405,
0.019793920516967774,
0.019729408264160156,
0.019770368576049805,
0.019749887466430666,
0.019796991348266603,
0.019755104064941405,
0.019798944473266602,
0.019751935958862304,
0.019769344329833984,
0.019792896270751953,
0.019776512145996093,
0.019784704208374023,
0.019763200759887696,
0.019760128021240234,
0.020158464431762696,
0.019772415161132813,
0.019801088333129883,
0.019714048385620117,
0.019773439407348634,
0.019792896270751953,
0.01980620765686035,
0.019730432510375977,
0.019803136825561524,
0.019759103775024413,
0.019765247344970704,
0.019785728454589844,
0.019804159164428712,
0.019776512145996093,
0.01982054328918457,
0.020113407135009767,
0.019819520950317384,
0.019746816635131836,
0.019810304641723633,
0.019741695404052736,
0.019779584884643556,
0.019735551834106444,
0.019743743896484374,
0.019750911712646483,
0.02004377555847168,
0.02003660774230957
]
},
"throughput": {
"unit": "tokens/s",
"value": 49.779573891844706
},
"energy": null,
"efficiency": null
}
}
}