{ "config": { "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", "backend": { "name": "pytorch", "version": "2.2.2+rocm5.7", "_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": {}, "hub_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, "latency": true, "memory": true, "energy": false, "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 7763 64-Core Processor", "cpu_count": 128, "cpu_ram_mb": 1082015.236096, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.12", "gpu": [ "Advanced Micro Devices, Inc. [AMD/ATI]" ], "gpu_count": 1, "gpu_vram_mb": 68702699520, "optimum_benchmark_version": "0.3.1", "optimum_benchmark_commit": "2a33a472f309c43b5bd16946ef9cec843d02f70a", "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": { "forward": { "memory": { "unit": "MB", "max_ram": 1033.940992, "max_global_vram": 1122.840576, "max_process_vram": 296348.827648, "max_reserved": 773.849088, "max_allocated": 745.087488 }, "latency": { "unit": "s", "count": 75, "total": 1.0000416383743285, "mean": 0.013333888511657713, "stdev": 0.0006409323004067068, "p50": 0.013276939392089843, "p90": 0.014167882156372071, "p95": 0.014318889141082763, "p99": 0.015252690143585209, "values": [ 0.015066697120666503, 0.013205578804016113, 0.013077739715576173, 0.013483658790588379, 0.013448458671569824, 0.01354413890838623, 0.013402379035949707, 0.013726058959960938, 0.013544459342956543, 0.01328190040588379, 0.013032938957214356, 0.013230540275573731, 0.012819660186767579, 0.012962379455566407, 0.012669100761413574, 0.015782054901123048, 0.013690698623657226, 0.013024458885192871, 0.013301739692687988, 0.013247658729553222, 0.012984939575195312, 0.013279499053955078, 0.012980460166931152, 0.013011819839477539, 0.013225899696350098, 0.013236139297485352, 0.013734699249267578, 0.0132804594039917, 0.013286378860473633, 0.013322059631347655, 0.013678857803344727, 0.013383499145507812, 0.013276939392089843, 0.013144619941711426, 0.013619178771972657, 0.013296778678894044, 0.013078060150146485, 0.013330538749694825, 0.013388938903808593, 0.013258378982543945, 0.014273737907409668, 0.013426698684692383, 0.013242058753967285, 0.013071499824523925, 0.01324989891052246, 0.013278539657592774, 0.012660619735717773, 0.012463339805603027, 0.012441261291503906, 0.012438700675964356, 0.012447179794311524, 0.01269517993927002, 0.012450540542602539, 0.012425420761108398, 0.01237197971343994, 0.013210060119628907, 0.013784777641296387, 0.012528301239013672, 0.01251550006866455, 0.012435980796813965, 0.012521739959716796, 0.01285614013671875, 0.013015979766845704, 0.01289437961578369, 0.013628619194030762, 0.014279336929321288, 0.014152618408203125, 0.014171977996826172, 0.014411177635192871, 0.01415949821472168, 0.014153898239135742, 0.014269576072692872, 0.01446509838104248, 0.014161738395690918, 0.014148138046264648 ] }, "throughput": { "unit": "samples/s", "value": 74.99687725195152 }, "energy": null, "efficiency": null } } }