IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
3bb5429
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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": "5", | |
| "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": 1082014.482432, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-122-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": "0.5.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.45.1", | |
| "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": "0.13.0", | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1115.037696, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 5189.779456, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.0751712646484375 | |
| ], | |
| "count": 1, | |
| "total": 0.0751712646484375, | |
| "mean": 0.0751712646484375, | |
| "p50": 0.0751712646484375, | |
| "p90": 0.0751712646484375, | |
| "p95": 0.0751712646484375, | |
| "p99": 0.0751712646484375, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1251.024896, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 300935.184384, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 745.086976 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.01306379508972168, | |
| 0.01286651611328125, | |
| 0.01303547477722168, | |
| 0.012918194770812989, | |
| 0.013018035888671875, | |
| 0.012893715858459472, | |
| 0.013042835235595704, | |
| 0.012854195594787598, | |
| 0.013062994956970215, | |
| 0.01288907527923584, | |
| 0.013033076286315918, | |
| 0.012916275978088379, | |
| 0.013034995079040528, | |
| 0.012908916473388671, | |
| 0.013190034866333009, | |
| 0.012966196060180664, | |
| 0.012952916145324707, | |
| 0.012917235374450683, | |
| 0.013199315071105958, | |
| 0.012958834648132325, | |
| 0.01294139575958252, | |
| 0.012922835350036622, | |
| 0.013185714721679688, | |
| 0.012941075325012206, | |
| 0.012935155868530274, | |
| 0.012914356231689452, | |
| 0.013247794151306152, | |
| 0.012946355819702148, | |
| 0.012910835266113281, | |
| 0.013085075378417969, | |
| 0.012999795913696289, | |
| 0.012951476097106934, | |
| 0.012990836143493653, | |
| 0.012975634574890137, | |
| 0.013275633811950684, | |
| 0.012949715614318848, | |
| 0.012985395431518556, | |
| 0.01415691089630127, | |
| 0.014836749076843262, | |
| 0.013603313446044922, | |
| 0.013529233932495117, | |
| 0.013489233016967774, | |
| 0.014898029327392578, | |
| 0.014618350028991698, | |
| 0.013859313011169433, | |
| 0.013418193817138671, | |
| 0.013914512634277345, | |
| 0.013450834274291992, | |
| 0.01386827278137207, | |
| 0.013609394073486328, | |
| 0.013834353446960448, | |
| 0.013270194053649903, | |
| 0.012945555686950683, | |
| 0.012949875831604004, | |
| 0.013279634475708008, | |
| 0.012938836097717284, | |
| 0.012980755805969238, | |
| 0.012965715408325196, | |
| 0.013277074813842774, | |
| 0.012981555938720702, | |
| 0.012942355155944824, | |
| 0.012972116470336914, | |
| 0.013289554595947266, | |
| 0.013032114982604981, | |
| 0.012952754974365235, | |
| 0.013023634910583497, | |
| 0.013013555526733398, | |
| 0.012948116302490235, | |
| 0.013286354064941407, | |
| 0.013033555030822755, | |
| 0.01301403522491455, | |
| 0.012980755805969238, | |
| 0.013335474014282226, | |
| 0.013034194946289062, | |
| 0.01297163486480713, | |
| 0.01298795509338379 | |
| ], | |
| "count": 76, | |
| "total": 1.002375764846802, | |
| "mean": 0.013189154800615815, | |
| "p50": 0.013013795375823974, | |
| "p90": 0.013721873760223388, | |
| "p95": 0.013975112199783327, | |
| "p99": 0.014852069139480591, | |
| "stdev": 0.0004262829770034213, | |
| "stdev_": 3.2320719822282906 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 75.81986981859588 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |