IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
f0d10d4
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_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": 66697.285632, | |
| "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": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "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": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 707.551232, | |
| "max_global_vram": 1403.518976, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.20100537109375, | |
| "mean": 7.20100537109375, | |
| "stdev": 0.0, | |
| "p50": 7.20100537109375, | |
| "p90": 7.20100537109375, | |
| "p95": 7.20100537109375, | |
| "p99": 7.20100537109375, | |
| "values": [ | |
| 7.20100537109375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0891454087363351e-06, | |
| "ram": 5.751128296651586e-07, | |
| "gpu": 1.7244458239999358e-06, | |
| "total": 3.388704062401429e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 989.868032, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 73, | |
| "total": 1.002131485939026, | |
| "mean": 0.013727828574507205, | |
| "stdev": 0.0002900146018127894, | |
| "p50": 0.013664256095886231, | |
| "p90": 0.013950975799560547, | |
| "p95": 0.014362214469909665, | |
| "p99": 0.014756044807434083, | |
| "values": [ | |
| 0.014932991981506348, | |
| 0.01468723201751709, | |
| 0.014665727615356445, | |
| 0.013971455574035644, | |
| 0.013758463859558106, | |
| 0.013930496215820312, | |
| 0.013835231781005859, | |
| 0.01378713607788086, | |
| 0.01374307155609131, | |
| 0.013874176025390626, | |
| 0.01374617576599121, | |
| 0.013846528053283692, | |
| 0.013768704414367675, | |
| 0.014598143577575684, | |
| 0.01399500846862793, | |
| 0.013794303894042969, | |
| 0.013956095695495606, | |
| 0.013696063995361328, | |
| 0.01376460838317871, | |
| 0.013698047637939453, | |
| 0.013686783790588379, | |
| 0.01388646411895752, | |
| 0.013690879821777344, | |
| 0.01378713607788086, | |
| 0.013706239700317382, | |
| 0.013687775611877442, | |
| 0.01376460838317871, | |
| 0.013618176460266113, | |
| 0.013656064033508301, | |
| 0.013532159805297851, | |
| 0.013416447639465333, | |
| 0.013499391555786134, | |
| 0.013446144104003906, | |
| 0.013157376289367676, | |
| 0.013201408386230469, | |
| 0.013214719772338868, | |
| 0.013606911659240722, | |
| 0.013697024345397948, | |
| 0.013633536338806153, | |
| 0.013707263946533203, | |
| 0.013767680168151856, | |
| 0.013661184310913087, | |
| 0.013664256095886231, | |
| 0.013542400360107423, | |
| 0.013621248245239258, | |
| 0.013614144325256348, | |
| 0.013626367568969726, | |
| 0.013857791900634766, | |
| 0.013694975852966309, | |
| 0.013708288192749024, | |
| 0.013631487846374512, | |
| 0.01369600009918213, | |
| 0.013612031936645508, | |
| 0.013613056182861329, | |
| 0.013650943756103515, | |
| 0.013590527534484862, | |
| 0.013648896217346192, | |
| 0.013624320030212403, | |
| 0.01358739185333252, | |
| 0.013622271537780761, | |
| 0.013554688453674316, | |
| 0.0135730562210083, | |
| 0.013567999839782715, | |
| 0.013687871932983398, | |
| 0.013622271537780761, | |
| 0.013603839874267578, | |
| 0.013631487846374512, | |
| 0.013595647811889648, | |
| 0.013591615676879883, | |
| 0.014204928398132324, | |
| 0.013643775939941406, | |
| 0.013600768089294434, | |
| 0.01357209587097168 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 72.84473247699319 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5526467673534268e-07, | |
| "ram": 8.48828558495091e-08, | |
| "gpu": 3.530846980519438e-07, | |
| "total": 5.932322306367956e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1685680.4946800785 | |
| } | |
| } | |
| } | |
| } |