IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
9050a1c
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": 773.12, | |
| "max_global_vram": 1403.518976, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.41359228515625, | |
| "mean": 7.41359228515625, | |
| "stdev": 0.0, | |
| "p50": 7.41359228515625, | |
| "p90": 7.41359228515625, | |
| "p95": 7.41359228515625, | |
| "p99": 7.41359228515625, | |
| "values": [ | |
| 7.41359228515625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0875090541663075e-06, | |
| "ram": 5.803543920658579e-07, | |
| "gpu": 1.814723674000221e-06, | |
| "total": 3.4825871202323862e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1160.568832, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 70, | |
| "total": 1.0078301134109493, | |
| "mean": 0.01439757304872785, | |
| "stdev": 0.000610383243164563, | |
| "p50": 0.014587391853332519, | |
| "p90": 0.015026892566680909, | |
| "p95": 0.015211724710464477, | |
| "p99": 0.015601472797393798, | |
| "values": [ | |
| 0.015648768424987792, | |
| 0.015370240211486816, | |
| 0.01509990406036377, | |
| 0.014807040214538575, | |
| 0.014673919677734374, | |
| 0.014751744270324708, | |
| 0.0145797119140625, | |
| 0.014680064201354981, | |
| 0.014799872398376464, | |
| 0.01489305591583252, | |
| 0.014735360145568848, | |
| 0.015278079986572265, | |
| 0.014916607856750488, | |
| 0.014691328048706055, | |
| 0.014740480422973632, | |
| 0.01466988754272461, | |
| 0.014570464134216308, | |
| 0.014562303543090821, | |
| 0.014603263854980468, | |
| 0.014544896125793457, | |
| 0.014928895950317383, | |
| 0.014906368255615234, | |
| 0.014556159973144531, | |
| 0.014723072052001953, | |
| 0.014744576454162597, | |
| 0.015023103713989258, | |
| 0.014631936073303223, | |
| 0.014641152381896973, | |
| 0.014819328308105468, | |
| 0.014652416229248047, | |
| 0.014566335678100586, | |
| 0.014551103591918945, | |
| 0.015130623817443848, | |
| 0.015060992240905761, | |
| 0.014854144096374512, | |
| 0.014932991981506348, | |
| 0.015580224037170411, | |
| 0.01451417636871338, | |
| 0.014507007598876954, | |
| 0.014612480163574219, | |
| 0.014305279731750489, | |
| 0.014231552124023437, | |
| 0.014595071792602539, | |
| 0.01468723201751709, | |
| 0.014763008117675782, | |
| 0.01456332778930664, | |
| 0.014834688186645508, | |
| 0.0136878080368042, | |
| 0.013427712440490723, | |
| 0.01340006446838379, | |
| 0.013347840309143067, | |
| 0.013294591903686523, | |
| 0.013280256271362305, | |
| 0.013622271537780761, | |
| 0.013337599754333495, | |
| 0.013338624000549316, | |
| 0.013511679649353027, | |
| 0.01325055980682373, | |
| 0.013314047813415527, | |
| 0.013751296043395997, | |
| 0.013833215713500976, | |
| 0.01378713607788086, | |
| 0.013766655921936035, | |
| 0.013783040046691895, | |
| 0.01377280044555664, | |
| 0.013750271797180176, | |
| 0.013735936164855958, | |
| 0.013945856094360352, | |
| 0.01428172779083252, | |
| 0.01407487964630127 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 69.45615046477286 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6104689974662884e-07, | |
| "ram": 8.79637493900874e-08, | |
| "gpu": 3.471887161891821e-07, | |
| "total": 5.961993653258983e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1677291.2856983228 | |
| } | |
| } | |
| } | |
| } |