IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
00216cb
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "fill-mask", | |
| "model": "google-bert/bert-base-uncased", | |
| "library": "transformers", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "hub_kwargs": { | |
| "revision": "main", | |
| "force_download": false, | |
| "local_files_only": false, | |
| "trust_remote_code": false | |
| }, | |
| "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": true, | |
| "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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.29792, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "NVIDIA A10G" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 24146608128, | |
| "optimum_benchmark_version": "0.2.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "0.9.16", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 879.427584, | |
| "max_global_vram": 1229.45536, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 591.396864, | |
| "max_allocated": 449.269248 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 148, | |
| "total": 1.0027735681533814, | |
| "mean": 0.0067754970821174414, | |
| "stdev": 0.00018982676232391835, | |
| "p50": 0.006854144096374512, | |
| "p90": 0.006966579246520996, | |
| "p95": 0.006986752033233643, | |
| "p99": 0.007150141496658326, | |
| "values": [ | |
| 0.007557119846343994, | |
| 0.006931456089019775, | |
| 0.006986752033233643, | |
| 0.00694271993637085, | |
| 0.006913023948669434, | |
| 0.006945792198181152, | |
| 0.006986752033233643, | |
| 0.006930431842803955, | |
| 0.006931456089019775, | |
| 0.006904831886291504, | |
| 0.006917119979858399, | |
| 0.006875135898590088, | |
| 0.006880256175994873, | |
| 0.006866943836212158, | |
| 0.00684441614151001, | |
| 0.006840320110321045, | |
| 0.00687718391418457, | |
| 0.006974463939666748, | |
| 0.006961152076721191, | |
| 0.0069324798583984375, | |
| 0.006923264026641846, | |
| 0.006957056045532227, | |
| 0.0068884482383728025, | |
| 0.006876160144805908, | |
| 0.006936575889587402, | |
| 0.00695091199874878, | |
| 0.006920191764831543, | |
| 0.006915071964263916, | |
| 0.006985727787017822, | |
| 0.006953983783721924, | |
| 0.006945792198181152, | |
| 0.006914048194885254, | |
| 0.006975488185882568, | |
| 0.006948863983154297, | |
| 0.00687820816040039, | |
| 0.006782976150512696, | |
| 0.006903808116912841, | |
| 0.006853631973266602, | |
| 0.006858751773834228, | |
| 0.006833151817321777, | |
| 0.006860799789428711, | |
| 0.006889472007751465, | |
| 0.006899712085723877, | |
| 0.00698367977142334, | |
| 0.0069632000923156735, | |
| 0.006940671920776367, | |
| 0.0069550080299377445, | |
| 0.006913023948669434, | |
| 0.0068853759765625, | |
| 0.006859776020050049, | |
| 0.0069816322326660156, | |
| 0.00687820816040039, | |
| 0.006906879901885986, | |
| 0.006855679988861084, | |
| 0.006838272094726563, | |
| 0.0067983360290527345, | |
| 0.006854656219482422, | |
| 0.006856768131256103, | |
| 0.006853631973266602, | |
| 0.006980607986450196, | |
| 0.006859776020050049, | |
| 0.0068392958641052244, | |
| 0.0068249602317810056, | |
| 0.006837247848510742, | |
| 0.00688640022277832, | |
| 0.006908927917480469, | |
| 0.0068577280044555666, | |
| 0.006884352207183838, | |
| 0.006952960014343262, | |
| 0.006994944095611572, | |
| 0.006994944095611572, | |
| 0.006937600135803222, | |
| 0.006988800048828125, | |
| 0.00689356803894043, | |
| 0.006914048194885254, | |
| 0.00694374418258667, | |
| 0.006894591808319092, | |
| 0.006936575889587402, | |
| 0.006870016098022461, | |
| 0.006853631973266602, | |
| 0.006767615795135498, | |
| 0.006657023906707763, | |
| 0.006866943836212158, | |
| 0.006772736072540283, | |
| 0.00657919979095459, | |
| 0.00659660816192627, | |
| 0.006559743881225586, | |
| 0.006623231887817383, | |
| 0.007067647933959961, | |
| 0.006811647891998291, | |
| 0.0066713600158691405, | |
| 0.006694911956787109, | |
| 0.006897664070129395, | |
| 0.006879231929779053, | |
| 0.0066109437942504885, | |
| 0.006626304149627686, | |
| 0.0066078720092773435, | |
| 0.006563839912414551, | |
| 0.006648831844329834, | |
| 0.006604800224304199, | |
| 0.006562816143035889, | |
| 0.006594560146331787, | |
| 0.006582272052764892, | |
| 0.006552576065063476, | |
| 0.00658841609954834, | |
| 0.006510591983795166, | |
| 0.006560768127441406, | |
| 0.006569983959197998, | |
| 0.006557695865631104, | |
| 0.006565887928009034, | |
| 0.0065669121742248536, | |
| 0.006540287971496582, | |
| 0.006585343837738037, | |
| 0.006523903846740723, | |
| 0.006490111827850342, | |
| 0.006527999877929688, | |
| 0.006502399921417237, | |
| 0.006526976108551025, | |
| 0.006545407772064209, | |
| 0.006542335987091064, | |
| 0.006549503803253174, | |
| 0.0065382399559021, | |
| 0.0065177597999572755, | |
| 0.006622208118438721, | |
| 0.006540287971496582, | |
| 0.006511616230010986, | |
| 0.006525951862335205, | |
| 0.006504447937011719, | |
| 0.006534143924713135, | |
| 0.006516736030578613, | |
| 0.006520832061767578, | |
| 0.007223296165466309, | |
| 0.00658022403717041, | |
| 0.006518784046173095, | |
| 0.006593535900115967, | |
| 0.006594560146331787, | |
| 0.00657919979095459, | |
| 0.0065443840026855465, | |
| 0.006563839912414551, | |
| 0.006555647850036621, | |
| 0.006564864158630371, | |
| 0.0065710082054138185, | |
| 0.006524928092956543, | |
| 0.006553599834442139, | |
| 0.006501376152038574, | |
| 0.006533120155334473, | |
| 0.00653004789352417, | |
| 0.0070225920677185055 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 147.5906472809646 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.434283486670918e-08, | |
| "ram": 4.046022861984966e-08, | |
| "gpu": 1.4043066790000004e-07, | |
| "total": 2.5523373138655886e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3917977.4341247673 | |
| } | |
| } | |
| } | |
| } |