IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
28bfd0d
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": "0.34.0", | |
| "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": 772.726784, | |
| "max_global_vram": 1403.518976, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.4209677734375, | |
| "mean": 7.4209677734375, | |
| "stdev": 0.0, | |
| "p50": 7.4209677734375, | |
| "p90": 7.4209677734375, | |
| "p95": 7.4209677734375, | |
| "p99": 7.4209677734375, | |
| "values": [ | |
| 7.4209677734375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0831728972223609e-06, | |
| "ram": 5.775573789914655e-07, | |
| "gpu": 1.6483346519996153e-06, | |
| "total": 3.3090649282134418e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1160.400896, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 70, | |
| "total": 1.0002083225250242, | |
| "mean": 0.014288690321786063, | |
| "stdev": 0.0006954016103874884, | |
| "p50": 0.014110208034515381, | |
| "p90": 0.01501501407623291, | |
| "p95": 0.015175321626663208, | |
| "p99": 0.016693934440612793, | |
| "values": [ | |
| 0.015195136070251464, | |
| 0.014865407943725586, | |
| 0.014793760299682617, | |
| 0.014758912086486817, | |
| 0.01477836799621582, | |
| 0.014656512260437012, | |
| 0.01467801570892334, | |
| 0.014005184173583984, | |
| 0.01436569595336914, | |
| 0.013953023910522461, | |
| 0.014104576110839843, | |
| 0.014115839958190919, | |
| 0.014096384048461913, | |
| 0.014031871795654297, | |
| 0.014033920288085937, | |
| 0.01701683235168457, | |
| 0.014718976020812988, | |
| 0.014957568168640138, | |
| 0.014757887840270996, | |
| 0.015015935897827149, | |
| 0.0149616641998291, | |
| 0.014870528221130372, | |
| 0.014709759712219238, | |
| 0.015025152206420898, | |
| 0.014935040473937988, | |
| 0.014577695846557617, | |
| 0.014647295951843262, | |
| 0.015014911651611328, | |
| 0.014686207771301269, | |
| 0.014708736419677734, | |
| 0.014833663940429688, | |
| 0.015151103973388673, | |
| 0.014407679557800293, | |
| 0.01427455997467041, | |
| 0.014203904151916504, | |
| 0.013963264465332031, | |
| 0.014116864204406738, | |
| 0.013940735816955567, | |
| 0.01400115203857422, | |
| 0.013850624084472657, | |
| 0.013766655921936035, | |
| 0.014394368171691894, | |
| 0.01465446376800537, | |
| 0.01488486385345459, | |
| 0.016548864364624022, | |
| 0.015258560180664063, | |
| 0.013929471969604493, | |
| 0.013859840393066406, | |
| 0.013660160064697266, | |
| 0.013678591728210449, | |
| 0.013690879821777344, | |
| 0.013529088020324707, | |
| 0.013508607864379883, | |
| 0.013526016235351563, | |
| 0.013596672058105469, | |
| 0.013586432456970214, | |
| 0.013562879562377929, | |
| 0.013600768089294434, | |
| 0.013459456443786622, | |
| 0.01359769630432129, | |
| 0.013560832023620606, | |
| 0.013521920204162598, | |
| 0.013579263687133789, | |
| 0.01358028793334961, | |
| 0.013706239700317382, | |
| 0.013529088020324707, | |
| 0.013480959892272949, | |
| 0.013633536338806153, | |
| 0.013667327880859375, | |
| 0.013874176025390626 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 69.98542046049478 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.7072146127976422e-07, | |
| "ram": 9.330540257870173e-08, | |
| "gpu": 3.4908361260000005e-07, | |
| "total": 6.13110476458466e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1631027.4222948188 | |
| } | |
| } | |
| } | |
| } |