IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
57f9876
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "token-classification", | |
"library": "transformers", | |
"model_type": "deberta-v2", | |
"model": "microsoft/deberta-v3-base", | |
"processor": "microsoft/deberta-v3-base", | |
"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": 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": "error", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7643 48-Core Processor", | |
"cpu_count": 96, | |
"cpu_ram_mb": 1082028.982272, | |
"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": "0.3.1", | |
"optimum_benchmark_commit": "91971089040d6dac4da0f6b0a30eec8415a34544", | |
"transformers_version": "4.43.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.8", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 892.391424, | |
"max_global_vram": 1059.876864, | |
"max_process_vram": 41946.288128, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 6.81422265625, | |
"mean": 6.81422265625, | |
"stdev": 0.0, | |
"p50": 6.81422265625, | |
"p90": 6.81422265625, | |
"p95": 6.81422265625, | |
"p99": 6.81422265625, | |
"values": [ | |
6.81422265625 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1037.23008, | |
"max_global_vram": 1122.803712, | |
"max_process_vram": 279189.143552, | |
"max_reserved": 773.849088, | |
"max_allocated": 745.086976 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 79, | |
"total": 1.001032190322876, | |
"mean": 0.012671293548390833, | |
"stdev": 0.001442546217616095, | |
"p50": 0.012405336380004883, | |
"p90": 0.012734937286376953, | |
"p95": 0.013085659027099609, | |
"p99": 0.01953038566589355, | |
"values": [ | |
0.012581336975097656, | |
0.012651576995849609, | |
0.012513176918029785, | |
0.01250645637512207, | |
0.012485655784606933, | |
0.012290776252746582, | |
0.012160855293273926, | |
0.012007893562316895, | |
0.011932534217834473, | |
0.011998933792114258, | |
0.012029013633728027, | |
0.012075094223022461, | |
0.01204821491241455, | |
0.011983254432678222, | |
0.012156854629516602, | |
0.01228453540802002, | |
0.015405029296875, | |
0.012503577232360839, | |
0.012295254707336426, | |
0.018439603805541993, | |
0.01212645435333252, | |
0.012373656272888183, | |
0.01231557559967041, | |
0.012429335594177245, | |
0.012334775924682618, | |
0.012306136131286621, | |
0.012288695335388183, | |
0.012349656105041504, | |
0.01230069637298584, | |
0.01236293601989746, | |
0.012609657287597656, | |
0.012644216537475586, | |
0.012360535621643066, | |
0.01245893669128418, | |
0.012375255584716797, | |
0.012465175628662109, | |
0.012467896461486817, | |
0.012455576896667481, | |
0.012352375984191895, | |
0.012366455078125, | |
0.012365175247192382, | |
0.012388054847717284, | |
0.012366774559020997, | |
0.012412055015563965, | |
0.01239029598236084, | |
0.012427255630493165, | |
0.012393976211547851, | |
0.01239301586151123, | |
0.012370455741882324, | |
0.012378456115722657, | |
0.012393176078796387, | |
0.01246021556854248, | |
0.012409976005554199, | |
0.012437336921691895, | |
0.023397703170776368, | |
0.012393495559692384, | |
0.013063098907470703, | |
0.013288700103759765, | |
0.01297653865814209, | |
0.012733977317810058, | |
0.012656376838684083, | |
0.012688377380371093, | |
0.01273877716064453, | |
0.012757017135620117, | |
0.012573657035827636, | |
0.012474616050720215, | |
0.012397814750671386, | |
0.012405336380004883, | |
0.012420536041259766, | |
0.012465175628662109, | |
0.012420056343078613, | |
0.012438937187194824, | |
0.012475255966186524, | |
0.012377015113830566, | |
0.012459735870361328, | |
0.012404376029968262, | |
0.012398775100708009, | |
0.012437335968017578, | |
0.012509656906127929 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 78.91854104563721 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |