IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
3da25f8
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-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": 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": "3b109cf557e2496fe3c954817385781e6dc5cad1", | |
| "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, | |
| "llama_cpp_version": null, | |
| "llama_cpp_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 902.5536, | |
| "max_global_vram": 2547.265536, | |
| "max_process_vram": 45557.714944, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.374592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.1499755859375, | |
| "mean": 7.1499755859375, | |
| "stdev": 0.0, | |
| "p50": 7.1499755859375, | |
| "p90": 7.1499755859375, | |
| "p95": 7.1499755859375, | |
| "p99": 7.1499755859375, | |
| "values": [ | |
| 7.1499755859375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1016.713216, | |
| "max_global_vram": 3151.07328, | |
| "max_process_vram": 227374.084096, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.4432 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 136, | |
| "total": 1.0005573558807377, | |
| "mean": 0.007357039381476011, | |
| "stdev": 0.0004587417353603436, | |
| "p50": 0.007286239385604859, | |
| "p90": 0.007845672369003296, | |
| "p95": 0.007937951922416687, | |
| "p99": 0.008067422342300415, | |
| "values": [ | |
| 0.00800791072845459, | |
| 0.0078923921585083, | |
| 0.00794263219833374, | |
| 0.00794599199295044, | |
| 0.007936391830444336, | |
| 0.00788647222518921, | |
| 0.007854473114013672, | |
| 0.007849671840667725, | |
| 0.008017190933227539, | |
| 0.007811432838439942, | |
| 0.007836712837219238, | |
| 0.007823273181915284, | |
| 0.007794952869415283, | |
| 0.00779735279083252, | |
| 0.00779735279083252, | |
| 0.007774153232574463, | |
| 0.007851431846618653, | |
| 0.007768554210662842, | |
| 0.007807592868804932, | |
| 0.007765354156494141, | |
| 0.007789194107055664, | |
| 0.007751594066619873, | |
| 0.007808234214782715, | |
| 0.007841672897338867, | |
| 0.008094470024108886, | |
| 0.00794599199295044, | |
| 0.007921192169189453, | |
| 0.007833673000335693, | |
| 0.007803593158721924, | |
| 0.007798954010009766, | |
| 0.007253039836883545, | |
| 0.007302319049835205, | |
| 0.007405517101287842, | |
| 0.007549675941467285, | |
| 0.007541356086730957, | |
| 0.0072450399398803714, | |
| 0.007738314151763916, | |
| 0.007771433830261231, | |
| 0.007653193950653076, | |
| 0.007491756916046142, | |
| 0.007722633838653565, | |
| 0.007349197864532471, | |
| 0.007243118762969971, | |
| 0.007363277912139893, | |
| 0.007271120071411133, | |
| 0.007054001808166504, | |
| 0.007399117946624756, | |
| 0.007516396999359131, | |
| 0.007322958946228027, | |
| 0.007595116138458252, | |
| 0.007744554042816162, | |
| 0.007741034030914307, | |
| 0.007743914127349854, | |
| 0.00768119478225708, | |
| 0.007305038928985596, | |
| 0.01010804843902588, | |
| 0.007414477825164795, | |
| 0.0072752790451049805, | |
| 0.007185521125793457, | |
| 0.007169680118560791, | |
| 0.007128561019897461, | |
| 0.007395118236541748, | |
| 0.007184879779815674, | |
| 0.007132880210876465, | |
| 0.007182159900665283, | |
| 0.006976881980895996, | |
| 0.007340719223022461, | |
| 0.007283279895782471, | |
| 0.007016401767730713, | |
| 0.007475916862487793, | |
| 0.006931443214416504, | |
| 0.007262319087982178, | |
| 0.0071852002143859865, | |
| 0.007651915073394775, | |
| 0.0076723952293396, | |
| 0.007182799816131592, | |
| 0.007100080966949463, | |
| 0.007257039070129394, | |
| 0.006974483013153076, | |
| 0.007146639823913574, | |
| 0.006949041843414307, | |
| 0.006743444919586182, | |
| 0.0069760818481445315, | |
| 0.006762323856353759, | |
| 0.007005362033843994, | |
| 0.006732564926147461, | |
| 0.006744725227355957, | |
| 0.006760244846343994, | |
| 0.006727924823760986, | |
| 0.006727765083312989, | |
| 0.0067613649368286136, | |
| 0.006741525173187256, | |
| 0.007306478023529053, | |
| 0.007638794898986816, | |
| 0.007663753986358643, | |
| 0.007676714897155761, | |
| 0.007486317157745361, | |
| 0.007096721172332764, | |
| 0.007057682037353515, | |
| 0.00725544023513794, | |
| 0.007348238945007324, | |
| 0.007209839820861816, | |
| 0.006960402011871338, | |
| 0.006734805107116699, | |
| 0.006969202041625977, | |
| 0.00678232479095459, | |
| 0.00677464485168457, | |
| 0.00676040506362915, | |
| 0.006731285095214844, | |
| 0.006944242000579834, | |
| 0.006727445125579834, | |
| 0.0074450368881225585, | |
| 0.007679753780364991, | |
| 0.007658315181732178, | |
| 0.007721514225006104, | |
| 0.0072891988754272465, | |
| 0.0071340007781982425, | |
| 0.007053201198577881, | |
| 0.007176239967346191, | |
| 0.007157680034637451, | |
| 0.007146639823913574, | |
| 0.007019921779632569, | |
| 0.007198480129241944, | |
| 0.007019601821899414, | |
| 0.006843924045562744, | |
| 0.006788885116577149, | |
| 0.006802645206451416, | |
| 0.006813684940338135, | |
| 0.006804884910583496, | |
| 0.007114321231842041, | |
| 0.006777684211730957, | |
| 0.007275438785552978, | |
| 0.00698216199874878, | |
| 0.00686024284362793, | |
| 0.006840884208679199, | |
| 0.006807602882385254 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 135.92424182448434 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |