hf-transformers-bot's picture
Upload folder using huggingface_hub
1fc60f2 verified
{
"config": {
"name": "pytorch_generate",
"backend": {
"name": "pytorch",
"version": "2.4.0+cu121",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "text-generation",
"library": "transformers",
"model_type": "gemma",
"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": {},
"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": true,
"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,
"memory": true,
"latency": 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",
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7R32",
"cpu_count": 16,
"cpu_ram_mb": 66697.261056,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.10.223-212.873.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": "0.4.0",
"optimum_benchmark_commit": null,
"transformers_version": "4.45.0.dev0",
"transformers_commit": "66bc4def9505fa7c7fe4aa7a248c34a026bb552b",
"accelerate_version": "0.35.0.dev0",
"accelerate_commit": null,
"diffusers_version": null,
"diffusers_commit": null,
"optimum_version": "1.22.0.dev0",
"optimum_commit": null,
"timm_version": "0.9.16",
"timm_commit": null,
"peft_version": "0.12.1.dev0",
"peft_commit": null
}
},
"report": {
"load": {
"memory": {
"unit": "MB",
"max_ram": 1353.756672,
"max_global_vram": 6775.373824,
"max_process_vram": 0.0,
"max_reserved": 6138.363904,
"max_allocated": 6060.931072
},
"latency": {
"unit": "s",
"count": 1,
"total": 13.015529296875,
"mean": 13.015529296875,
"stdev": 0.0,
"p50": 13.015529296875,
"p90": 13.015529296875,
"p95": 13.015529296875,
"p99": 13.015529296875,
"values": [
13.015529296875
]
},
"throughput": null,
"energy": null,
"efficiency": null
},
"prefill": {
"memory": {
"unit": "MB",
"max_ram": 1925.742592,
"max_global_vram": 6796.345344,
"max_process_vram": 0.0,
"max_reserved": 6138.363904,
"max_allocated": 5278.596608
},
"latency": {
"unit": "s",
"count": 2,
"total": 0.02835750389099121,
"mean": 0.014178751945495605,
"stdev": 0.0001983041763305663,
"p50": 0.014178751945495605,
"p90": 0.014337395286560058,
"p95": 0.014357225704193115,
"p99": 0.01437309003829956,
"values": [
0.013980447769165039,
0.014377056121826172
]
},
"throughput": {
"unit": "tokens/s",
"value": 493.69648519902375
},
"energy": null,
"efficiency": null
},
"decode": {
"memory": {
"unit": "MB",
"max_ram": 2098.884608,
"max_global_vram": 6060.244992,
"max_process_vram": 0.0,
"max_reserved": 5381.292032,
"max_allocated": 5282.647552
},
"latency": {
"unit": "s",
"count": 2,
"total": 3.13300537109375,
"mean": 1.566502685546875,
"stdev": 0.00012390136718753997,
"p50": 1.566502685546875,
"p90": 1.566601806640625,
"p95": 1.5666141967773437,
"p99": 1.5666241088867188,
"values": [
1.5666265869140625,
1.5663787841796875
]
},
"throughput": {
"unit": "tokens/s",
"value": 81.07231552920292
},
"energy": null,
"efficiency": null
},
"per_token": {
"memory": null,
"latency": {
"unit": "s",
"count": 254,
"total": 3.1327047624588027,
"mean": 0.012333483316766935,
"stdev": 8.446177575398085e-05,
"p50": 0.012312576293945313,
"p90": 0.012358963108062743,
"p95": 0.012455321550369262,
"p99": 0.012812411012649535,
"values": [
0.01248256015777588,
0.012323840141296387,
0.01229312038421631,
0.012313632011413575,
0.01231766414642334,
0.012319744110107422,
0.012317695617675782,
0.01233510398864746,
0.01232588768005371,
0.01232588768005371,
0.012973055839538575,
0.012379136085510254,
0.012317695617675782,
0.012305407524108887,
0.012314623832702636,
0.012315648078918457,
0.012308480262756348,
0.012316672325134278,
0.012310527801513671,
0.012319744110107422,
0.012320768356323243,
0.012297216415405274,
0.012305407524108887,
0.01234329605102539,
0.012332032203674317,
0.012310527801513671,
0.012311552047729492,
0.012309503555297852,
0.012303359985351562,
0.012306431770324706,
0.012324864387512208,
0.012306431770324706,
0.012313599586486817,
0.012304384231567383,
0.012310527801513671,
0.012300288200378418,
0.012319744110107422,
0.012326911926269531,
0.012312576293945313,
0.012305407524108887,
0.01237299156188965,
0.012305407524108887,
0.012302335739135742,
0.012308480262756348,
0.012322815895080566,
0.012316672325134278,
0.01258188819885254,
0.012339200019836426,
0.01245798397064209,
0.012301312446594239,
0.012309503555297852,
0.012309503555297852,
0.012300288200378418,
0.012313599586486817,
0.012309503555297852,
0.012314687728881836,
0.01235142421722412,
0.012315648078918457,
0.012317695617675782,
0.012301312446594239,
0.01233510398864746,
0.012315648078918457,
0.012302335739135742,
0.012302335739135742,
0.012321791648864745,
0.012318719863891601,
0.012307456016540527,
0.012322815895080566,
0.012316672325134278,
0.012352512359619141,
0.012310527801513671,
0.012315648078918457,
0.012308480262756348,
0.012328960418701173,
0.012311552047729492,
0.012301312446594239,
0.012307456016540527,
0.012311552047729492,
0.012301312446594239,
0.012306431770324706,
0.012306431770324706,
0.012323840141296387,
0.012323936462402344,
0.012309408187866211,
0.012303359985351562,
0.012295167922973632,
0.012333056449890138,
0.012307519912719727,
0.012306367874145508,
0.012320768356323243,
0.012299263954162597,
0.012304384231567383,
0.012317695617675782,
0.012321791648864745,
0.012974080085754394,
0.012348416328430176,
0.012345343589782716,
0.012336128234863282,
0.012318719863891601,
0.012305407524108887,
0.012307456016540527,
0.012304384231567383,
0.012302335739135742,
0.012310527801513671,
0.012320768356323243,
0.012316672325134278,
0.012308480262756348,
0.012310527801513671,
0.012303359985351562,
0.012323840141296387,
0.012309503555297852,
0.012314623832702636,
0.012310527801513671,
0.012315648078918457,
0.012303359985351562,
0.012314623832702636,
0.012314623832702636,
0.012316703796386719,
0.012520416259765625,
0.012552191734313965,
0.012437503814697265,
0.012316672325134278,
0.012305407524108887,
0.012308480262756348,
0.012294143676757812,
0.012296192169189453,
0.012307456016540527,
0.012339200019836426,
0.012307456016540527,
0.012300288200378418,
0.012292096138000488,
0.012304384231567383,
0.012304384231567383,
0.012305407524108887,
0.012315648078918457,
0.012306431770324706,
0.012465151786804199,
0.01235148811340332,
0.012320768356323243,
0.012302335739135742,
0.012310527801513671,
0.012313599586486817,
0.012303359985351562,
0.012300288200378418,
0.012295167922973632,
0.012305407524108887,
0.012311552047729492,
0.012286975860595703,
0.01244876766204834,
0.012371968269348145,
0.012324864387512208,
0.012306431770324706,
0.012321791648864745,
0.012305407524108887,
0.012286975860595703,
0.012295167922973632,
0.012306431770324706,
0.012309503555297852,
0.012303359985351562,
0.012305407524108887,
0.012302335739135742,
0.012303359985351562,
0.012323840141296387,
0.012321791648864745,
0.012297216415405274,
0.012307456016540527,
0.012291071891784668,
0.012301312446594239,
0.012294143676757812,
0.012313599586486817,
0.012296192169189453,
0.012313599586486817,
0.012319744110107422,
0.012297216415405274,
0.012295167922973632,
0.01234124755859375,
0.012399616241455079,
0.012984319686889649,
0.012328960418701173,
0.012393471717834472,
0.012314623832702636,
0.012323840141296387,
0.01231158447265625,
0.012303327560424805,
0.012297216415405274,
0.012323840141296387,
0.012327936172485352,
0.01233510398864746,
0.012327936172485352,
0.012324864387512208,
0.012403712272644044,
0.012308480262756348,
0.012319744110107422,
0.012315648078918457,
0.012331007957458496,
0.012412927627563476,
0.01233510398864746,
0.01233510398864746,
0.012323840141296387,
0.012389375686645507,
0.012306431770324706,
0.012305407524108887,
0.012310527801513671,
0.012472319602966308,
0.012319744110107422,
0.012309503555297852,
0.012308480262756348,
0.012316672325134278,
0.012301312446594239,
0.012326911926269531,
0.012322815895080566,
0.012304384231567383,
0.012309503555297852,
0.012312576293945313,
0.012304384231567383,
0.012301312446594239,
0.012361727714538574,
0.012352512359619141,
0.012365823745727538,
0.012305407524108887,
0.012309503555297852,
0.012304384231567383,
0.012320768356323243,
0.012453887939453125,
0.012313599586486817,
0.012303359985351562,
0.012304384231567383,
0.012309503555297852,
0.012307456016540527,
0.012324864387512208,
0.012317695617675782,
0.012310527801513671,
0.012303359985351562,
0.012301312446594239,
0.012327936172485352,
0.012326911926269531,
0.012310527801513671,
0.012308480262756348,
0.012348416328430176,
0.012312576293945313,
0.012311552047729492,
0.012313599586486817,
0.012317695617675782,
0.012323840141296387,
0.012304384231567383,
0.012308480262756348,
0.012305407524108887,
0.01233510398864746,
0.012319744110107422,
0.012298239707946777,
0.012309503555297852,
0.012463104248046876,
0.012669952392578124,
0.012488703727722168
]
},
"throughput": {
"unit": "tokens/s",
"value": 81.08009508072512
},
"energy": null,
"efficiency": null
}
}
}