IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
ae44f24
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-generation", | |
"library": "transformers", | |
"model": "openai-community/gpt2", | |
"processor": "openai-community/gpt2", | |
"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": 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, | |
"latency": true, | |
"memory": 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": "0.3.0", | |
"optimum_benchmark_commit": "57f6495c03ea0fa48e157048c97add150dcd765c", | |
"transformers_version": "4.42.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.31.0", | |
"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 | |
} | |
}, | |
"report": { | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1048.84224, | |
"max_global_vram": 1107.521536, | |
"max_process_vram": 249092.780032, | |
"max_reserved": 725.614592, | |
"max_allocated": 513.035776 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 67, | |
"total": 0.5275467381477357, | |
"mean": 0.007873831912652769, | |
"stdev": 0.0010312373936893374, | |
"p50": 0.007656301975250244, | |
"p90": 0.008040300750732421, | |
"p95": 0.008157564163208007, | |
"p99": 0.011136165752410915, | |
"values": [ | |
0.01604972267150879, | |
0.00795966100692749, | |
0.007945741176605224, | |
0.007867021083831787, | |
0.007739501953125, | |
0.007818221092224121, | |
0.007824780941009522, | |
0.0077323012351989745, | |
0.0077823810577392575, | |
0.007798701763153076, | |
0.007748141765594483, | |
0.00775150203704834, | |
0.007958860874176025, | |
0.007873260974884033, | |
0.007795182228088379, | |
0.007789421081542969, | |
0.007769421100616455, | |
0.007656301975250244, | |
0.007611341953277588, | |
0.00793294095993042, | |
0.007908300876617431, | |
0.00784062099456787, | |
0.007799181938171387, | |
0.008006701469421387, | |
0.007803821086883545, | |
0.007603981971740723, | |
0.007714221000671387, | |
0.007595181941986084, | |
0.007651822090148926, | |
0.007591980934143067, | |
0.007603981018066406, | |
0.007625582218170166, | |
0.007585902214050293, | |
0.0075601420402526855, | |
0.007579341888427734, | |
0.0075937418937683104, | |
0.0075644621849060055, | |
0.007614380836486816, | |
0.007577260971069336, | |
0.0076782221794128415, | |
0.008592458724975586, | |
0.008145581245422364, | |
0.008162699699401855, | |
0.008604939460754395, | |
0.008018220901489258, | |
0.00813550090789795, | |
0.008073420524597167, | |
0.007981740951538085, | |
0.007594222068786621, | |
0.007589422225952149, | |
0.007579981803894043, | |
0.007584621906280517, | |
0.007604462146759033, | |
0.007579501152038574, | |
0.007575981140136719, | |
0.00758718204498291, | |
0.007586542129516601, | |
0.007585741996765137, | |
0.0075615811347961425, | |
0.007574380874633789, | |
0.0075484619140625, | |
0.007550382137298584, | |
0.0075553421974182125, | |
0.007539341926574707, | |
0.00758062219619751, | |
0.007568461894989014, | |
0.007582702159881592 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 254.00593030010225 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1048.84224, | |
"max_global_vram": 1107.525632, | |
"max_process_vram": 223892.733952, | |
"max_reserved": 725.614592, | |
"max_allocated": 513.25952 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 67, | |
"total": 0.481667643070221, | |
"mean": 0.007189069299555537, | |
"stdev": 0.00045463860269698243, | |
"p50": 0.007065262794494629, | |
"p90": 0.007435758209228515, | |
"p95": 0.007824717473983764, | |
"p99": 0.0087864463710785, | |
"values": [ | |
0.010366535186767578, | |
0.007246222019195557, | |
0.00717214298248291, | |
0.0072327818870544435, | |
0.007107983112335205, | |
0.007050703048706055, | |
0.007131823062896728, | |
0.007212623119354248, | |
0.007065262794494629, | |
0.0071491022109985355, | |
0.007194382190704346, | |
0.007068782806396484, | |
0.0071175827980041505, | |
0.0071195030212402345, | |
0.007059662818908691, | |
0.0070700631141662595, | |
0.007037743091583252, | |
0.00696686315536499, | |
0.006999503135681153, | |
0.007401902198791504, | |
0.007486542224884033, | |
0.007542061805725098, | |
0.007270381927490234, | |
0.007135663032531738, | |
0.006981903076171875, | |
0.00716014289855957, | |
0.006996782779693603, | |
0.006983182907104492, | |
0.007125263214111328, | |
0.007002384185791016, | |
0.007251022815704345, | |
0.006972783088684082, | |
0.0069795031547546385, | |
0.006968943119049073, | |
0.006984783172607422, | |
0.006987022876739502, | |
0.00701934289932251, | |
0.00697438383102417, | |
0.0070889430046081545, | |
0.007972461223602295, | |
0.007927821159362794, | |
0.0073895821571350094, | |
0.007945741176605224, | |
0.007584142208099365, | |
0.007360142230987549, | |
0.007308621883392334, | |
0.007285101890563965, | |
0.007344141960144043, | |
0.00694670295715332, | |
0.00699038314819336, | |
0.006951663017272949, | |
0.007063343048095703, | |
0.007185422897338868, | |
0.006975503921508789, | |
0.006987664222717285, | |
0.006973423957824707, | |
0.006970223903656006, | |
0.006969744205474853, | |
0.006979504108428955, | |
0.006946383953094482, | |
0.006980463027954102, | |
0.0069537429809570315, | |
0.006953423023223877, | |
0.006979342937469483, | |
0.007073903083801269, | |
0.00701838207244873, | |
0.0069684629440307615 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 139.10006404609632 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 133, | |
"total": 0.9950120120048525, | |
"mean": 0.007481293323344755, | |
"stdev": 0.0007623111669826, | |
"p50": 0.007922861099243164, | |
"p90": 0.008321931648254396, | |
"p95": 0.008482956314086913, | |
"p99": 0.009051465950012208, | |
"values": [ | |
0.009929096221923828, | |
0.008437259674072266, | |
0.006837742805480957, | |
0.008393580436706544, | |
0.006787663936614991, | |
0.00828909969329834, | |
0.0068510231971740726, | |
0.008158221244812011, | |
0.006713263988494873, | |
0.008255660057067871, | |
0.00667310380935669, | |
0.008239500045776367, | |
0.006751503944396973, | |
0.008151659965515137, | |
0.006847023963928223, | |
0.008183340072631835, | |
0.006692783832550049, | |
0.00821134090423584, | |
0.006772943019866943, | |
0.008160140991210938, | |
0.006817583084106445, | |
0.00816382122039795, | |
0.006686704158782959, | |
0.00837693977355957, | |
0.006741744041442871, | |
0.00828462028503418, | |
0.006750702857971191, | |
0.00819982147216797, | |
0.006676623821258545, | |
0.008208620071411132, | |
0.006698063850402832, | |
0.008177419662475587, | |
0.00665342378616333, | |
0.00807534122467041, | |
0.006604944229125977, | |
0.008004780769348144, | |
0.0066367840766906735, | |
0.008325579643249512, | |
0.007033422946929931, | |
0.008307339668273926, | |
0.007073583126068116, | |
0.008284460067749024, | |
0.007171982765197754, | |
0.00820030117034912, | |
0.006857422828674317, | |
0.008454540252685546, | |
0.006771664142608643, | |
0.008198220252990723, | |
0.006618864059448242, | |
0.00800062084197998, | |
0.006743504047393799, | |
0.008165260314941407, | |
0.006626543998718262, | |
0.007995981216430664, | |
0.006617584228515625, | |
0.008048781394958496, | |
0.006770864009857178, | |
0.007976620197296143, | |
0.006647984981536865, | |
0.007988780021667481, | |
0.0068569440841674805, | |
0.008054381370544433, | |
0.006593584060668945, | |
0.00799678087234497, | |
0.006611343860626221, | |
0.007958860874176025, | |
0.006609583854675293, | |
0.007969261169433594, | |
0.006621744155883789, | |
0.007989901065826416, | |
0.006622543811798096, | |
0.007960141181945801, | |
0.006657423973083496, | |
0.008009260177612304, | |
0.006608145236968994, | |
0.007974219799041749, | |
0.006727503776550293, | |
0.008070220947265625, | |
0.007552462100982666, | |
0.009047657966613769, | |
0.007515182018280029, | |
0.008592140197753907, | |
0.007012942790985108, | |
0.008569739341735839, | |
0.0075319819450378415, | |
0.009053257942199707, | |
0.0072191829681396485, | |
0.008414219856262208, | |
0.006944783210754394, | |
0.008585100173950195, | |
0.006894062995910644, | |
0.008525580406188964, | |
0.006873262882232666, | |
0.008428299903869629, | |
0.006960302829742432, | |
0.00800926113128662, | |
0.0065828638076782225, | |
0.007987340927124024, | |
0.006620944023132324, | |
0.007980141162872314, | |
0.006597263813018799, | |
0.007969420909881592, | |
0.006705103874206543, | |
0.007993741035461426, | |
0.006814702987670899, | |
0.007980300903320312, | |
0.0066201438903808595, | |
0.007971021175384521, | |
0.006618864059448242, | |
0.00798654079437256, | |
0.006612304210662842, | |
0.00797774076461792, | |
0.006604623794555664, | |
0.007984460830688477, | |
0.006602863788604737, | |
0.00795966100692749, | |
0.006617104053497315, | |
0.007967340946197509, | |
0.00658606481552124, | |
0.007939180850982667, | |
0.006623983860015869, | |
0.007940620899200439, | |
0.006591184139251709, | |
0.007950860977172852, | |
0.006600143909454345, | |
0.007922861099243164, | |
0.006621103763580322, | |
0.0079700608253479, | |
0.006713263988494873, | |
0.007959500789642334, | |
0.0066489439010620115, | |
0.007982059955596924, | |
0.006612624168395996 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 133.66672803478818 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |