IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
e08c320
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu124", | |
| "_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": 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": 66697.261056, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.223-212.873.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": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 772.804608, | |
| "max_global_vram": 1403.518976, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.4110361328125, | |
| "mean": 7.4110361328125, | |
| "stdev": 0.0, | |
| "p50": 7.4110361328125, | |
| "p90": 7.4110361328125, | |
| "p95": 7.4110361328125, | |
| "p99": 7.4110361328125, | |
| "values": [ | |
| 7.4110361328125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.114291715972213e-06, | |
| "ram": 5.951596953740033e-07, | |
| "gpu": 1.6697235580001232e-06, | |
| "total": 3.37917496934634e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1160.54016, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 73, | |
| "total": 1.0079814729690553, | |
| "mean": 0.013807965383137744, | |
| "stdev": 0.0005195107954418552, | |
| "p50": 0.013642751693725585, | |
| "p90": 0.014226278495788574, | |
| "p95": 0.014439014625549315, | |
| "p99": 0.01640968147277832, | |
| "values": [ | |
| 0.016363519668579102, | |
| 0.016528383255004882, | |
| 0.01388748836517334, | |
| 0.013911040306091308, | |
| 0.013628416061401367, | |
| 0.013607935905456543, | |
| 0.013556575775146485, | |
| 0.013592448234558106, | |
| 0.013904895782470703, | |
| 0.014239744186401367, | |
| 0.014017536163330077, | |
| 0.013996031761169434, | |
| 0.013545472145080567, | |
| 0.01354854393005371, | |
| 0.013540351867675781, | |
| 0.013552639961242676, | |
| 0.014228544235229491, | |
| 0.01401046371459961, | |
| 0.014153727531433105, | |
| 0.014217215538024902, | |
| 0.013948927879333496, | |
| 0.01386393642425537, | |
| 0.01360979175567627, | |
| 0.013549568176269532, | |
| 0.013470784187316894, | |
| 0.013497440338134766, | |
| 0.013499360084533691, | |
| 0.013665311813354493, | |
| 0.013616127967834473, | |
| 0.013769920349121095, | |
| 0.014072832107543945, | |
| 0.013786016464233398, | |
| 0.013720576286315917, | |
| 0.013555551528930664, | |
| 0.013331456184387207, | |
| 0.013395872116088867, | |
| 0.013478912353515626, | |
| 0.013634495735168457, | |
| 0.013651968002319336, | |
| 0.01347379207611084, | |
| 0.013473631858825684, | |
| 0.013578240394592284, | |
| 0.013633536338806153, | |
| 0.013511808395385742, | |
| 0.013529088020324707, | |
| 0.013791359901428223, | |
| 0.013503487586975099, | |
| 0.01349836826324463, | |
| 0.013462528228759766, | |
| 0.013647871971130371, | |
| 0.014273632049560546, | |
| 0.014394368171691894, | |
| 0.014615551948547363, | |
| 0.01450598430633545, | |
| 0.01396224021911621, | |
| 0.0138854398727417, | |
| 0.013900799751281738, | |
| 0.01385267162322998, | |
| 0.013918208122253419, | |
| 0.013889535903930664, | |
| 0.013651968002319336, | |
| 0.013642751693725585, | |
| 0.013517824172973633, | |
| 0.013514752388000489, | |
| 0.013489248275756836, | |
| 0.013712384223937989, | |
| 0.013675519943237305, | |
| 0.013536416053771972, | |
| 0.013590559959411622, | |
| 0.013579263687133789, | |
| 0.013649855613708496, | |
| 0.013508480072021484, | |
| 0.013460479736328124 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 72.42196603572006 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.631389233923109e-07, | |
| "ram": 8.906132687035813e-08, | |
| "gpu": 3.519371156438333e-07, | |
| "total": 6.041373659065024e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1655252.6899234408 | |
| } | |
| } | |
| } | |
| } |