IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
acffdfa
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.0.dev20231010+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "model_type": "gpt2", | |
| "model": "openai-community/gpt2", | |
| "processor": "openai-community/gpt2", | |
| "device": "cuda", | |
| "device_ids": "6", | |
| "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": "warn", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.256576, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 8, | |
| "gpu_vram_mb": 549621596160, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 955.461632, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 45125.603328, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.08855810546875, | |
| "mean": 8.08855810546875, | |
| "stdev": 0.0, | |
| "p50": 8.08855810546875, | |
| "p90": 8.08855810546875, | |
| "p95": 8.08855810546875, | |
| "p99": 8.08855810546875, | |
| "values": [ | |
| 8.08855810546875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1130.00448, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 252350.11584, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 53, | |
| "total": 0.4932899131774903, | |
| "mean": 0.009307356852405475, | |
| "stdev": 0.003876286618362738, | |
| "p50": 0.008649935722351074, | |
| "p90": 0.009320594215393066, | |
| "p95": 0.009631122779846192, | |
| "p99": 0.022914751129150306, | |
| "values": [ | |
| 0.009641778945922852, | |
| 0.00946097755432129, | |
| 0.009624018669128417, | |
| 0.009342098236083984, | |
| 0.009234578132629394, | |
| 0.009170578002929688, | |
| 0.009111058235168458, | |
| 0.00863185691833496, | |
| 0.00921745777130127, | |
| 0.008803696632385253, | |
| 0.008795697212219239, | |
| 0.008748817443847656, | |
| 0.008743536949157716, | |
| 0.008908018112182618, | |
| 0.008740656852722168, | |
| 0.008718896865844726, | |
| 0.00873073673248291, | |
| 0.008762577056884765, | |
| 0.008762737274169922, | |
| 0.00878913688659668, | |
| 0.00876769733428955, | |
| 0.00877377700805664, | |
| 0.00975857925415039, | |
| 0.00881681728363037, | |
| 0.008784337043762207, | |
| 0.00884417724609375, | |
| 0.008604336738586425, | |
| 0.008583216667175294, | |
| 0.008572015762329101, | |
| 0.008563695907592773, | |
| 0.008600337028503418, | |
| 0.00855601692199707, | |
| 0.008564817428588866, | |
| 0.008543856620788574, | |
| 0.008560976982116698, | |
| 0.008595216751098632, | |
| 0.008575857162475586, | |
| 0.00854737663269043, | |
| 0.008524976730346679, | |
| 0.008574896812438965, | |
| 0.008561456680297851, | |
| 0.008531216621398927, | |
| 0.03716727066040039, | |
| 0.008609775543212891, | |
| 0.00850113582611084, | |
| 0.008649935722351074, | |
| 0.008527695655822754, | |
| 0.008517135620117187, | |
| 0.008522095680236817, | |
| 0.008554256439208985, | |
| 0.008490096092224121, | |
| 0.008481776237487793, | |
| 0.008524176597595214 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 214.8837776090107 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1130.00448, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 308510.687232, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 53, | |
| "total": 0.5188749294281005, | |
| "mean": 0.009790093008077368, | |
| "stdev": 0.011766864515738917, | |
| "p50": 0.007988336086273194, | |
| "p90": 0.008708624839782715, | |
| "p95": 0.008961489486694335, | |
| "p99": 0.05027247413635228, | |
| "values": [ | |
| 0.008714576721191407, | |
| 0.009112498283386231, | |
| 0.008860816955566406, | |
| 0.008796338081359864, | |
| 0.00868481731414795, | |
| 0.008641776084899902, | |
| 0.008240976333618165, | |
| 0.09460002136230469, | |
| 0.008335217475891114, | |
| 0.008555856704711914, | |
| 0.008316335678100585, | |
| 0.008282416343688965, | |
| 0.008280816078186036, | |
| 0.008316816329956055, | |
| 0.008301936149597167, | |
| 0.008289776802062988, | |
| 0.008271856307983399, | |
| 0.00831553554534912, | |
| 0.008363056182861327, | |
| 0.008364336013793945, | |
| 0.008341296195983887, | |
| 0.00837585735321045, | |
| 0.008523216247558594, | |
| 0.008408816337585449, | |
| 0.009354738235473633, | |
| 0.007881935119628907, | |
| 0.007897775173187255, | |
| 0.007877614974975586, | |
| 0.007921616077423095, | |
| 0.007894256114959718, | |
| 0.007939215183258058, | |
| 0.007872495174407959, | |
| 0.007919215202331542, | |
| 0.007864974975585937, | |
| 0.00783921480178833, | |
| 0.0080305757522583, | |
| 0.007879694938659669, | |
| 0.007884015083312988, | |
| 0.007829935073852538, | |
| 0.007867694854736328, | |
| 0.007847054958343506, | |
| 0.007708654880523681, | |
| 0.007857614994049073, | |
| 0.007855216026306152, | |
| 0.007872496128082275, | |
| 0.007828176021575928, | |
| 0.007778575897216797, | |
| 0.007837934970855713, | |
| 0.007988336086273194, | |
| 0.007822415828704833, | |
| 0.0078043341636657715, | |
| 0.00781409502029419, | |
| 0.0078100948333740235 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 102.14407556444506 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 53, | |
| "total": 0.4931940813064576, | |
| "mean": 0.009305548703895425, | |
| "stdev": 0.011739058843688087, | |
| "p50": 0.00757057523727417, | |
| "p90": 0.008076334953308105, | |
| "p95": 0.008331472206115723, | |
| "p99": 0.049662895240783426, | |
| "values": [ | |
| 0.008055535316467285, | |
| 0.008426897048950195, | |
| 0.008267855644226075, | |
| 0.008172335624694825, | |
| 0.008079854965209961, | |
| 0.008062254905700684, | |
| 0.007688014984130859, | |
| 0.09392962646484375, | |
| 0.007799215793609619, | |
| 0.008010894775390624, | |
| 0.007782895088195801, | |
| 0.007738414764404297, | |
| 0.007736495018005371, | |
| 0.007795694828033447, | |
| 0.007767055034637451, | |
| 0.007737454891204834, | |
| 0.00774577522277832, | |
| 0.007779854774475098, | |
| 0.007825775146484375, | |
| 0.007828654766082764, | |
| 0.0077998552322387695, | |
| 0.007841936111450195, | |
| 0.007951375007629394, | |
| 0.007853614807128905, | |
| 0.008801297187805176, | |
| 0.00747697401046753, | |
| 0.007494255065917969, | |
| 0.007473134994506836, | |
| 0.007517455101013183, | |
| 0.0074896149635314945, | |
| 0.00752113389968872, | |
| 0.007457133769989014, | |
| 0.0075134549140930176, | |
| 0.0074633750915527345, | |
| 0.007430254936218262, | |
| 0.007616175174713135, | |
| 0.007468654155731201, | |
| 0.007468974113464356, | |
| 0.007422574043273926, | |
| 0.007447373867034912, | |
| 0.007440333843231201, | |
| 0.007354413986206055, | |
| 0.00742817497253418, | |
| 0.007434414863586426, | |
| 0.007460014820098877, | |
| 0.007421454906463623, | |
| 0.007362094879150391, | |
| 0.007401295185089111, | |
| 0.00757057523727417, | |
| 0.007406895160675049, | |
| 0.007393134117126465, | |
| 0.00739617395401001, | |
| 0.007385933876037597 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 107.46276569176268 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |