hf-transformers-bot's picture
Upload folder using huggingface_hub
28e51e4 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-5.10.218-208.862.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": "74a207404e8d4524d1fdc4aa23789694f9eef347",
"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": 1756.188672,
"max_global_vram": 6793.199616,
"max_process_vram": 0.0,
"max_reserved": 6146.752512,
"max_allocated": 5036.936192
},
"latency": {
"unit": "s",
"count": 2,
"total": 0.044299072265625,
"mean": 0.0221495361328125,
"stdev": 0.0002369594573974603,
"p50": 0.0221495361328125,
"p90": 0.02233910369873047,
"p95": 0.022362799644470212,
"p99": 0.02238175640106201,
"values": [
0.02238649559020996,
0.02191257667541504
]
},
"throughput": {
"unit": "tokens/s",
"value": 316.03370644092826
},
"energy": null,
"efficiency": null
},
"decode": {
"memory": {
"unit": "MB",
"max_ram": 1756.205056,
"max_global_vram": 6793.199616,
"max_process_vram": 0.0,
"max_reserved": 6146.752512,
"max_allocated": 5036.936704
},
"latency": {
"unit": "s",
"count": 2,
"total": 5.20422802734375,
"mean": 2.602114013671875,
"stdev": 0.011708496093750131,
"p50": 2.602114013671875,
"p90": 2.611480810546875,
"p95": 2.61265166015625,
"p99": 2.61358833984375,
"values": [
2.613822509765625,
2.590405517578125
]
},
"throughput": {
"unit": "tokens/s",
"value": 48.80647017491318
},
"energy": null,
"efficiency": null
},
"per_token": {
"memory": null,
"latency": {
"unit": "s",
"count": 253,
"total": 5.205268470764162,
"mean": 0.020574183678909723,
"stdev": 0.0014684998951447511,
"p50": 0.020150272369384766,
"p90": 0.021069210052490232,
"p95": 0.021171814346313475,
"p99": 0.02232107696533203,
"values": [
0.021943296432495117,
0.022305824279785155,
0.021975008010864258,
0.021965824127197265,
0.0204083194732666,
0.020249599456787108,
0.020257791519165038,
0.020625408172607423,
0.021109760284423826,
0.021009408950805664,
0.020993024826049804,
0.020951040267944337,
0.02103603172302246,
0.020962303161621093,
0.021038080215454103,
0.02099404716491699,
0.02107596778869629,
0.020173824310302735,
0.020197376251220703,
0.020835391998291014,
0.0201727352142334,
0.020970495223999023,
0.020966400146484376,
0.020975616455078124,
0.021006336212158205,
0.020124671936035156,
0.020180992126464844,
0.020117504119873047,
0.020196352005004883,
0.02047385597229004,
0.021133312225341795,
0.021078016281127928,
0.02107904052734375,
0.02103398323059082,
0.020987903594970703,
0.020964351654052735,
0.02107084846496582,
0.020954111099243163,
0.020970495223999023,
0.02093984031677246,
0.021024703979492188,
0.02106265640258789,
0.021113855361938477,
0.02105855941772461,
0.021037055969238282,
0.021013504028320314,
0.023981056213378905,
0.02233760070800781,
0.0205413761138916,
0.020349952697753908,
0.020211776733398436,
0.020092863082885742,
0.020075519561767577,
0.02005299186706543,
0.02006937599182129,
0.020149248123168945,
0.020444160461425782,
0.020115455627441405,
0.020121599197387697,
0.020116479873657226,
0.020060159683227538,
0.0200447998046875,
0.020092927932739257,
0.020076543807983398,
0.020117504119873047,
0.02006220817565918,
0.02007756805419922,
0.020150272369384766,
0.02009600067138672,
0.021526527404785157,
0.020925439834594727,
0.02091929626464844,
0.020957183837890626,
0.0208855037689209,
0.020958208084106447,
0.020896768569946288,
0.020116479873657226,
0.02007142448425293,
0.02007859230041504,
0.02007756805419922,
0.0200949764251709,
0.020102144241333008,
0.020146175384521483,
0.02005606460571289,
0.020099071502685546,
0.020065280914306642,
0.020084735870361328,
0.020099071502685546,
0.020059135437011717,
0.020057088851928712,
0.0200447998046875,
0.020083711624145507,
0.020470783233642577,
0.020105215072631837,
0.020861984252929688,
0.020853727340698243,
0.020920320510864256,
0.02087116813659668,
0.02089369583129883,
0.02087014389038086,
0.021013504028320314,
0.020932607650756836,
0.021009408950805664,
0.020857952117919923,
0.020909984588623046,
0.020925439834594727,
0.02022502326965332,
0.020092927932739257,
0.02017791938781738,
0.020076543807983398,
0.020123647689819335,
0.020076543807983398,
0.020105215072631837,
0.020122623443603514,
0.020084735870361328,
0.02002943992614746,
0.020109312057495117,
0.02005606460571289,
0.02012876892089844,
0.020033536911010744,
0.020090879440307616,
0.02004582405090332,
0.02004275131225586,
0.020032512664794923,
0.0200263671875,
0.020082687377929686,
0.04223590469360351,
0.020123647689819335,
0.02007859230041504,
0.02010419273376465,
0.020118528366088868,
0.020074495315551756,
0.02007961654663086,
0.020065280914306642,
0.020101119995117187,
0.020133888244628906,
0.020059135437011717,
0.020067327499389647,
0.020048896789550782,
0.02007040023803711,
0.020154367446899413,
0.020164608001708984,
0.020142080307006836,
0.020093952178955078,
0.02010419273376465,
0.020092927932739257,
0.020016128540039063,
0.02003865623474121,
0.020140031814575195,
0.020145151138305666,
0.020051967620849608,
0.020100095748901366,
0.020222976684570314,
0.020100095748901366,
0.020107263565063475,
0.020281343460083007,
0.02146406364440918,
0.021202943801879884,
0.021072895050048827,
0.021105663299560547,
0.020959232330322267,
0.020986879348754883,
0.021046272277832033,
0.021014528274536134,
0.020986879348754883,
0.02099404716491699,
0.02105548858642578,
0.020959232330322267,
0.02108518409729004,
0.02103910446166992,
0.020995071411132812,
0.021008384704589843,
0.02104115104675293,
0.021712896347045898,
0.021198848724365234,
0.021111808776855468,
0.020264959335327147,
0.02007142448425293,
0.02007859230041504,
0.020121599197387697,
0.020105215072631837,
0.020189184188842774,
0.020123647689819335,
0.020154367446899413,
0.02007244873046875,
0.0200581111907959,
0.02006630325317383,
0.02008166313171387,
0.02146303939819336,
0.021153791427612305,
0.021128192901611328,
0.020985855102539062,
0.02106265640258789,
0.020981760025024415,
0.020970495223999023,
0.020977664947509765,
0.021014528274536134,
0.021013504028320314,
0.020969472885131835,
0.020987903594970703,
0.02104319953918457,
0.020979711532592774,
0.020944896697998046,
0.020935680389404295,
0.02091929626464844,
0.020979711532592774,
0.020099071502685546,
0.02005401611328125,
0.020102144241333008,
0.02007142448425293,
0.020113407135009767,
0.020176895141601564,
0.020067327499389647,
0.020137983322143553,
0.020084735870361328,
0.020118528366088868,
0.02011955261230469,
0.020161535263061522,
0.02009702491760254,
0.02006937599182129,
0.020092927932739257,
0.02008064079284668,
0.02007040023803711,
0.020100095748901366,
0.02010316848754883,
0.020059135437011717,
0.0200898551940918,
0.020110336303710938,
0.02008576011657715,
0.020075519561767577,
0.02009702491760254,
0.020139007568359374,
0.02011238479614258,
0.020125696182250977,
0.020091903686523437,
0.020121599197387697,
0.020141056060791016,
0.020149248123168945,
0.020175872802734376,
0.02019327926635742,
0.020158464431762696,
0.020185087203979494,
0.020123647689819335,
0.020179967880249023,
0.02007142448425293,
0.02006118392944336,
0.020074495315551756,
0.020109312057495117,
0.020092927932739257,
0.02004787254333496,
0.020154367446899413,
0.02005504035949707,
0.020093952178955078
]
},
"throughput": {
"unit": "tokens/s",
"value": 48.6046015534062
},
"energy": null,
"efficiency": null
}
}
}