IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
e63b051
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": 66697.25696, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.220-209.869.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": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "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": 773.001216, | |
| "max_global_vram": 1403.518976, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.35817529296875, | |
| "mean": 7.35817529296875, | |
| "stdev": 0.0, | |
| "p50": 7.35817529296875, | |
| "p90": 7.35817529296875, | |
| "p95": 7.35817529296875, | |
| "p99": 7.35817529296875, | |
| "values": [ | |
| 7.35817529296875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0956030256945187e-06, | |
| "ram": 5.848185676753905e-07, | |
| "gpu": 0.0, | |
| "total": 1.6804215933699094e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1160.712192, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 1.0080265913009645, | |
| "mean": 0.014197557623957247, | |
| "stdev": 0.0005036647198937583, | |
| "p50": 0.014167039871215821, | |
| "p90": 0.01472099208831787, | |
| "p95": 0.014824448108673095, | |
| "p99": 0.015783935928344723, | |
| "values": [ | |
| 0.0167587833404541, | |
| 0.015366144180297851, | |
| 0.014441472053527832, | |
| 0.014113792419433594, | |
| 0.014846976280212403, | |
| 0.014089216232299804, | |
| 0.014258175849914552, | |
| 0.014451711654663087, | |
| 0.014313535690307617, | |
| 0.01472099208831787, | |
| 0.014128128051757812, | |
| 0.014683135986328125, | |
| 0.014435327529907227, | |
| 0.014131199836730958, | |
| 0.014203904151916504, | |
| 0.014114815711975098, | |
| 0.014199808120727539, | |
| 0.01399292755126953, | |
| 0.014133248329162598, | |
| 0.014009344100952148, | |
| 0.01439129638671875, | |
| 0.01431446361541748, | |
| 0.01487667179107666, | |
| 0.014766079902648926, | |
| 0.014301183700561524, | |
| 0.014407679557800293, | |
| 0.014014464378356933, | |
| 0.014039039611816406, | |
| 0.01434108829498291, | |
| 0.014014464378356933, | |
| 0.014058496475219727, | |
| 0.01403388786315918, | |
| 0.014402560234069824, | |
| 0.014586879730224609, | |
| 0.014338047981262207, | |
| 0.01417728042602539, | |
| 0.014078975677490235, | |
| 0.014229503631591797, | |
| 0.013953023910522461, | |
| 0.014172160148620605, | |
| 0.01437491226196289, | |
| 0.013991935729980469, | |
| 0.01480191993713379, | |
| 0.014500864028930664, | |
| 0.014658559799194336, | |
| 0.014780415534973144, | |
| 0.014367744445800782, | |
| 0.014375935554504395, | |
| 0.014387200355529785, | |
| 0.014167039871215821, | |
| 0.014131199836730958, | |
| 0.014046208381652832, | |
| 0.014153727531433105, | |
| 0.013694975852966309, | |
| 0.01355571174621582, | |
| 0.013530112266540528, | |
| 0.013518848419189454, | |
| 0.014632960319519044, | |
| 0.014206975936889648, | |
| 0.014019583702087402, | |
| 0.013905920028686524, | |
| 0.013519904136657716, | |
| 0.013522944450378417, | |
| 0.01355673599243164, | |
| 0.013494272232055664, | |
| 0.013542400360107423, | |
| 0.013537280082702637, | |
| 0.013550623893737793, | |
| 0.01354751968383789, | |
| 0.01353932762145996, | |
| 0.013522944450378417 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 70.43464985220977 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6143106225600544e-07, | |
| "ram": 8.821151293742761e-08, | |
| "gpu": 3.4808961781080834e-07, | |
| "total": 5.977321930042414e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1672990.0308262368 | |
| } | |
| } | |
| } | |
| } |