IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
d109fdb
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": 66697.293824, | |
| "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": "4.43.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "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": 707.801088, | |
| "max_global_vram": 1403.518976, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.26963720703125, | |
| "mean": 7.26963720703125, | |
| "stdev": 0.0, | |
| "p50": 7.26963720703125, | |
| "p90": 7.26963720703125, | |
| "p95": 7.26963720703125, | |
| "p99": 7.26963720703125, | |
| "values": [ | |
| 7.26963720703125 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1645586954222786e-06, | |
| "ram": 5.977610561216314e-07, | |
| "gpu": 1.6888902399994632e-06, | |
| "total": 3.451209991543373e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 990.16704, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 74, | |
| "total": 1.0087186861038209, | |
| "mean": 0.01363133359599758, | |
| "stdev": 0.00044137589805969495, | |
| "p50": 0.013621263980865477, | |
| "p90": 0.014093926429748535, | |
| "p95": 0.014294528341293335, | |
| "p99": 0.015102710189819336, | |
| "values": [ | |
| 0.015149056434631348, | |
| 0.01466163158416748, | |
| 0.014096384048461913, | |
| 0.013718527793884277, | |
| 0.013711359977722168, | |
| 0.013650943756103515, | |
| 0.013607904434204102, | |
| 0.013825023651123047, | |
| 0.01377280044555664, | |
| 0.01358131217956543, | |
| 0.013742079734802246, | |
| 0.013729791641235351, | |
| 0.013813759803771973, | |
| 0.013715456008911133, | |
| 0.014088191986083985, | |
| 0.013611007690429687, | |
| 0.013505536079406738, | |
| 0.013619199752807617, | |
| 0.013587424278259277, | |
| 0.013715456008911133, | |
| 0.013832192420959472, | |
| 0.013891584396362304, | |
| 0.013592576026916504, | |
| 0.013807616233825683, | |
| 0.013607935905456543, | |
| 0.013670399665832519, | |
| 0.01362332820892334, | |
| 0.013935615539550781, | |
| 0.013642751693725585, | |
| 0.013542400360107423, | |
| 0.013571071624755859, | |
| 0.013682687759399414, | |
| 0.01395404815673828, | |
| 0.013949983596801758, | |
| 0.013965312004089356, | |
| 0.013666303634643554, | |
| 0.013881343841552735, | |
| 0.013497344017028809, | |
| 0.013535231590270995, | |
| 0.0133887996673584, | |
| 0.013236224174499512, | |
| 0.014124032020568847, | |
| 0.014240768432617188, | |
| 0.014394368171691894, | |
| 0.014063648223876953, | |
| 0.014011391639709473, | |
| 0.014097408294677734, | |
| 0.01508556842803955, | |
| 0.01376153564453125, | |
| 0.013590527534484862, | |
| 0.013611007690429687, | |
| 0.013813759803771973, | |
| 0.013554688453674316, | |
| 0.013534208297729493, | |
| 0.01368883228302002, | |
| 0.013449151992797852, | |
| 0.013041664123535156, | |
| 0.013103103637695313, | |
| 0.013125632286071777, | |
| 0.013054976463317871, | |
| 0.013095935821533204, | |
| 0.01304576015472412, | |
| 0.013047807693481446, | |
| 0.013032447814941407, | |
| 0.013054976463317871, | |
| 0.013109248161315918, | |
| 0.01306009578704834, | |
| 0.013046719551086427, | |
| 0.013087743759155274, | |
| 0.013024255752563477, | |
| 0.013092864036560058, | |
| 0.013155327796936036, | |
| 0.013041600227355957, | |
| 0.013100031852722169 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 73.36039375440266 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5689528476425083e-07, | |
| "ram": 8.578098932758849e-08, | |
| "gpu": 3.404132840263258e-07, | |
| "total": 5.83089558118165e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1715002.4144272993 | |
| } | |
| } | |
| } | |
| } |