IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
48ed7bc
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": "0.2.1", | |
| "optimum_benchmark_commit": "f85421c91b2a2b1bc0a30ceba32f9580499bf023", | |
| "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": 1048.973312, | |
| "max_global_vram": 1107.533824, | |
| "max_process_vram": 243279.429632, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035776 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.5060554008483888, | |
| "mean": 0.008162183884651432, | |
| "stdev": 0.0003234405006241027, | |
| "p50": 0.008005657196044923, | |
| "p90": 0.008626903629302978, | |
| "p95": 0.008731007814407348, | |
| "p99": 0.009250558595657349, | |
| "values": [ | |
| 0.009580933570861816, | |
| 0.008627335548400878, | |
| 0.008735655784606933, | |
| 0.008642696380615234, | |
| 0.00840925693511963, | |
| 0.008274698257446289, | |
| 0.00828461742401123, | |
| 0.008393257141113282, | |
| 0.008171656608581542, | |
| 0.008623016357421876, | |
| 0.008006056785583497, | |
| 0.007967338085174561, | |
| 0.008096458435058594, | |
| 0.008242217063903809, | |
| 0.007980778217315673, | |
| 0.007970858097076415, | |
| 0.007943818092346192, | |
| 0.008018538475036622, | |
| 0.007982538223266602, | |
| 0.007957098007202148, | |
| 0.008038216590881348, | |
| 0.007941897869110107, | |
| 0.00807709789276123, | |
| 0.008008937835693359, | |
| 0.007953417778015138, | |
| 0.007976458072662354, | |
| 0.008005257606506347, | |
| 0.008038217544555665, | |
| 0.007976297855377196, | |
| 0.007952777862548829, | |
| 0.00800733757019043, | |
| 0.007979018211364746, | |
| 0.007946537971496583, | |
| 0.00798157787322998, | |
| 0.007996778011322021, | |
| 0.00797885799407959, | |
| 0.007990697860717773, | |
| 0.00798701810836792, | |
| 0.00801325798034668, | |
| 0.00820285701751709, | |
| 0.008953414916992187, | |
| 0.009039335250854492, | |
| 0.008481257438659668, | |
| 0.008632136344909667, | |
| 0.008548616409301758, | |
| 0.008477095603942872, | |
| 0.008221096992492676, | |
| 0.008126696586608887, | |
| 0.007978218078613281, | |
| 0.007977898120880128, | |
| 0.007968937873840332, | |
| 0.007984938144683838, | |
| 0.007967338085174561, | |
| 0.008031658172607422, | |
| 0.007984777927398682, | |
| 0.007937098979949951, | |
| 0.00794061803817749, | |
| 0.00794013786315918, | |
| 0.0079826979637146, | |
| 0.00800717830657959, | |
| 0.007943336963653564, | |
| 0.007969577789306641 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 245.0324604620704 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1048.973312, | |
| "max_global_vram": 1107.529728, | |
| "max_process_vram": 252002.598912, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.25952 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.5058051681518554, | |
| "mean": 0.008158147873417024, | |
| "stdev": 0.0003937695324270791, | |
| "p50": 0.00807757806777954, | |
| "p90": 0.008440296459197997, | |
| "p95": 0.008503481292724609, | |
| "p99": 0.009567111473083497, | |
| "values": [ | |
| 0.008441896438598632, | |
| 0.008617417335510254, | |
| 0.008503657341003418, | |
| 0.008224137306213379, | |
| 0.008446857452392579, | |
| 0.008180936813354493, | |
| 0.008383337020874024, | |
| 0.008251176834106446, | |
| 0.010806529998779298, | |
| 0.007912458896636963, | |
| 0.007935658931732177, | |
| 0.00782381820678711, | |
| 0.007840618133544922, | |
| 0.007908298015594482, | |
| 0.007932137966156006, | |
| 0.008003498077392578, | |
| 0.007915657997131348, | |
| 0.007880938053131104, | |
| 0.008003177642822266, | |
| 0.008239977836608887, | |
| 0.00807533836364746, | |
| 0.00791437816619873, | |
| 0.008070378303527833, | |
| 0.008079817771911621, | |
| 0.008011178016662597, | |
| 0.007880777835845947, | |
| 0.00790765905380249, | |
| 0.008100618362426757, | |
| 0.00808589744567871, | |
| 0.008015018463134765, | |
| 0.008131817817687988, | |
| 0.00810125732421875, | |
| 0.008080938339233398, | |
| 0.008159016609191895, | |
| 0.008205416679382325, | |
| 0.008006378173828125, | |
| 0.008030537605285645, | |
| 0.008021416664123536, | |
| 0.008158218383789063, | |
| 0.008341417312622071, | |
| 0.008774696350097656, | |
| 0.008500136375427247, | |
| 0.008384777069091796, | |
| 0.008389257431030273, | |
| 0.008425896644592284, | |
| 0.008180937767028808, | |
| 0.00804109764099121, | |
| 0.008157578468322754, | |
| 0.008113576889038085, | |
| 0.007877098083496094, | |
| 0.008022698402404785, | |
| 0.008196296691894532, | |
| 0.007945578098297119, | |
| 0.007928137779235839, | |
| 0.008109257698059083, | |
| 0.008034377098083497, | |
| 0.008013418197631836, | |
| 0.00796845817565918, | |
| 0.00801021671295166, | |
| 0.008044298171997071, | |
| 0.007954378128051758, | |
| 0.008103337287902832 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 122.5768416454496 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 61, | |
| "total": 0.9971684522628785, | |
| "mean": 0.01634702380758817, | |
| "stdev": 0.0005414818025662596, | |
| "p50": 0.016100435256958007, | |
| "p90": 0.017010194778442383, | |
| "p95": 0.017316911697387697, | |
| "p99": 0.018203342819213864, | |
| "values": [ | |
| 0.017316911697387697, | |
| 0.017241071701049805, | |
| 0.016956432342529297, | |
| 0.016774194717407227, | |
| 0.016570993423461914, | |
| 0.016726993560791017, | |
| 0.016624753952026367, | |
| 0.018824268341064453, | |
| 0.017010194778442383, | |
| 0.015933555603027345, | |
| 0.01582603645324707, | |
| 0.016050996780395507, | |
| 0.01613531494140625, | |
| 0.016028915405273438, | |
| 0.01593595600128174, | |
| 0.015981395721435546, | |
| 0.015922836303710938, | |
| 0.01601227569580078, | |
| 0.016333715438842773, | |
| 0.016057395935058595, | |
| 0.016080596923828124, | |
| 0.01605547523498535, | |
| 0.016096595764160157, | |
| 0.01609915542602539, | |
| 0.01609915542602539, | |
| 0.016007955551147462, | |
| 0.016023155212402343, | |
| 0.016139795303344726, | |
| 0.016077234268188478, | |
| 0.016077556610107423, | |
| 0.016127796173095704, | |
| 0.01609115409851074, | |
| 0.01611099624633789, | |
| 0.016221075057983397, | |
| 0.01616363525390625, | |
| 0.01604107666015625, | |
| 0.01609483528137207, | |
| 0.01617291450500488, | |
| 0.01674619483947754, | |
| 0.017789392471313475, | |
| 0.017523632049560547, | |
| 0.01693515396118164, | |
| 0.016961231231689453, | |
| 0.017010831832885744, | |
| 0.016813554763793946, | |
| 0.016317235946655274, | |
| 0.016165075302124025, | |
| 0.01606779670715332, | |
| 0.016117555618286133, | |
| 0.016034036636352538, | |
| 0.016139795303344726, | |
| 0.016100435256958007, | |
| 0.015978196144104003, | |
| 0.015999476432800294, | |
| 0.016128595352172852, | |
| 0.016010515213012694, | |
| 0.0160732364654541, | |
| 0.01607563591003418, | |
| 0.016153715133666993, | |
| 0.015947315216064455, | |
| 0.016035476684570314 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 61.173214878160714 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |