
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
5779e4b
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cu121", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "token-classification", | |
"library": "transformers", | |
"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": {}, | |
"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": 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", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.293824, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.219-208.866.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": "0.3.1", | |
"optimum_benchmark_commit": null, | |
"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": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 976.191488, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.607168 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 71, | |
"total": 1.004907585144043, | |
"mean": 0.014153627959775253, | |
"stdev": 0.0004936119670674675, | |
"p50": 0.014081024169921874, | |
"p90": 0.014718976020812988, | |
"p95": 0.015069695949554443, | |
"p99": 0.015791308975219725, | |
"values": [ | |
0.015667200088500977, | |
0.016080896377563478, | |
0.015572992324829102, | |
0.015316991806030274, | |
0.01439846420288086, | |
0.013988927841186523, | |
0.014002240180969239, | |
0.01425715160369873, | |
0.01408614444732666, | |
0.014180352210998535, | |
0.014154751777648926, | |
0.014177248001098633, | |
0.014109696388244629, | |
0.01398681640625, | |
0.01396735954284668, | |
0.01397555160522461, | |
0.014142463684082032, | |
0.014422016143798828, | |
0.0141844482421875, | |
0.014819328308105468, | |
0.014718976020812988, | |
0.014503935813903808, | |
0.01477014446258545, | |
0.014553088188171387, | |
0.014038016319274902, | |
0.01406771183013916, | |
0.014395392417907715, | |
0.01437491226196289, | |
0.014155776023864745, | |
0.014113792419433594, | |
0.0139683837890625, | |
0.01397555160522461, | |
0.014024703979492188, | |
0.013801471710205078, | |
0.013965312004089356, | |
0.01460428810119629, | |
0.014822400093078614, | |
0.014631936073303223, | |
0.014284799575805664, | |
0.014132224082946777, | |
0.014101504325866699, | |
0.014139391899108887, | |
0.014078975677490235, | |
0.014139391899108887, | |
0.014040063858032227, | |
0.01408512020111084, | |
0.014024703979492188, | |
0.014072832107543945, | |
0.014045184135437011, | |
0.014029824256896972, | |
0.014073856353759765, | |
0.01409126377105713, | |
0.014310400009155273, | |
0.014081024169921874, | |
0.014140416145324707, | |
0.014036992073059081, | |
0.014054400444030762, | |
0.013623295783996582, | |
0.013562879562377929, | |
0.013586432456970214, | |
0.013569024085998535, | |
0.01356390380859375, | |
0.013650943756103515, | |
0.01354751968383789, | |
0.013549568176269532, | |
0.013531135559082032, | |
0.013574144363403321, | |
0.01353932762145996, | |
0.013566975593566894, | |
0.013544447898864746, | |
0.013558783531188966 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 70.65326309565361 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6689085064919344e-07, | |
"ram": 9.123992078923466e-08, | |
"gpu": 3.508922994929543e-07, | |
"total": 6.090230709313824e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1641973.9213995528 | |
} | |
} | |
} | |
} |