IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
845d4aa
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "model_type": "gpt2", | |
| "model": "openai-community/gpt2", | |
| "processor": "openai-community/gpt2", | |
| "device": "cuda", | |
| "device_ids": "4", | |
| "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": "warn", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.256576, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 8, | |
| "gpu_vram_mb": 549621596160, | |
| "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": "0.12.0", | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1043.099648, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 48876.969984, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 9.068109375, | |
| "mean": 9.068109375, | |
| "stdev": 0.0, | |
| "p50": 9.068109375, | |
| "p90": 9.068109375, | |
| "p95": 9.068109375, | |
| "p99": 9.068109375, | |
| "values": [ | |
| 9.068109375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1212.489728, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 305421.606912, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 57, | |
| "total": 0.5197605667114258, | |
| "mean": 0.009118606433533787, | |
| "stdev": 0.00027779724684069766, | |
| "p50": 0.009003491401672363, | |
| "p90": 0.009581697273254395, | |
| "p95": 0.009653889083862303, | |
| "p99": 0.009892031784057616, | |
| "values": [ | |
| 0.009248451232910156, | |
| 0.009585729598999023, | |
| 0.009773569107055664, | |
| 0.009827967643737792, | |
| 0.009590209007263184, | |
| 0.009553568840026855, | |
| 0.00935548973083496, | |
| 0.00912269115447998, | |
| 0.009096611022949218, | |
| 0.009623969078063965, | |
| 0.009579009056091308, | |
| 0.009185409545898438, | |
| 0.009428290367126465, | |
| 0.009973567962646484, | |
| 0.00956748867034912, | |
| 0.009396129608154297, | |
| 0.008897411346435546, | |
| 0.008895811080932617, | |
| 0.008878211975097656, | |
| 0.008840130805969239, | |
| 0.008912291526794434, | |
| 0.008909730911254883, | |
| 0.008859331130981446, | |
| 0.00884957218170166, | |
| 0.008825571060180663, | |
| 0.008979331016540528, | |
| 0.009116451263427734, | |
| 0.009280449867248535, | |
| 0.009118210792541505, | |
| 0.00903165054321289, | |
| 0.009070530891418457, | |
| 0.009019170761108398, | |
| 0.00894317054748535, | |
| 0.00898669147491455, | |
| 0.008962051391601562, | |
| 0.009013091087341309, | |
| 0.008963971138000489, | |
| 0.009037410736083985, | |
| 0.0089972505569458, | |
| 0.008934210777282715, | |
| 0.008901251792907714, | |
| 0.008981890678405761, | |
| 0.008907491683959962, | |
| 0.009023812294006348, | |
| 0.009075970649719238, | |
| 0.009012290954589844, | |
| 0.009003491401672363, | |
| 0.008993890762329102, | |
| 0.008911011695861816, | |
| 0.008931811332702638, | |
| 0.008926371574401855, | |
| 0.009074689865112305, | |
| 0.008945252418518066, | |
| 0.008985410690307618, | |
| 0.00891037082672119, | |
| 0.008982851028442382, | |
| 0.00896285057067871 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 219.33176023969799 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1212.489728, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 351104.3072, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 57, | |
| "total": 0.49461217689514153, | |
| "mean": 0.008677406612195467, | |
| "stdev": 0.0007312430779314934, | |
| "p50": 0.008449092864990234, | |
| "p90": 0.009224449920654297, | |
| "p95": 0.009311138343811035, | |
| "p99": 0.011264949111938467, | |
| "values": [ | |
| 0.009040770530700683, | |
| 0.009085570335388184, | |
| 0.009404450416564942, | |
| 0.009218050003051757, | |
| 0.008848132133483887, | |
| 0.00904621124267578, | |
| 0.008612932205200196, | |
| 0.008524613380432129, | |
| 0.00857805347442627, | |
| 0.009287810325622559, | |
| 0.008750851631164552, | |
| 0.008654052734375, | |
| 0.009162370681762694, | |
| 0.009234049797058105, | |
| 0.013624916076660156, | |
| 0.00837949275970459, | |
| 0.008344453811645508, | |
| 0.008365572929382325, | |
| 0.008342053413391113, | |
| 0.008314373970031739, | |
| 0.008354533195495605, | |
| 0.008277254104614258, | |
| 0.008449092864990234, | |
| 0.008314693450927734, | |
| 0.008262054443359375, | |
| 0.008545573234558106, | |
| 0.008691652297973633, | |
| 0.0085513334274292, | |
| 0.00859469223022461, | |
| 0.008495492935180664, | |
| 0.008453252792358399, | |
| 0.008434372901916504, | |
| 0.008425413131713867, | |
| 0.008453892707824708, | |
| 0.008438053131103516, | |
| 0.00860621166229248, | |
| 0.008473732948303222, | |
| 0.008374213218688965, | |
| 0.008422372817993164, | |
| 0.008405094146728515, | |
| 0.008381572723388672, | |
| 0.008325252532958984, | |
| 0.008405733108520507, | |
| 0.009410689353942871, | |
| 0.008501893043518066, | |
| 0.008388933181762695, | |
| 0.008438693046569825, | |
| 0.008465252876281738, | |
| 0.009237250328063966, | |
| 0.008428933143615723, | |
| 0.008386372566223144, | |
| 0.00841277313232422, | |
| 0.008383333206176758, | |
| 0.008381252288818359, | |
| 0.008388772964477539, | |
| 0.008404453277587891, | |
| 0.008429252624511718 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 115.24180491836955 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 57, | |
| "total": 0.46329435205459585, | |
| "mean": 0.00812797108867712, | |
| "stdev": 0.0007052361671309729, | |
| "p50": 0.007927495002746582, | |
| "p90": 0.008537476539611816, | |
| "p95": 0.00870790786743164, | |
| "p99": 0.010679325065612784, | |
| "values": [ | |
| 0.008354852676391602, | |
| 0.008412933349609375, | |
| 0.008702531814575195, | |
| 0.00853005313873291, | |
| 0.008247333526611328, | |
| 0.008396292686462402, | |
| 0.008039653778076172, | |
| 0.007961413860321044, | |
| 0.008010375022888183, | |
| 0.008628131866455079, | |
| 0.008177253723144531, | |
| 0.008075814247131347, | |
| 0.008475652694702148, | |
| 0.008548611640930176, | |
| 0.01302011775970459, | |
| 0.00786589479446411, | |
| 0.007828135013580323, | |
| 0.007838375091552734, | |
| 0.007839334011077882, | |
| 0.007817574977874756, | |
| 0.007853254795074463, | |
| 0.007787014961242676, | |
| 0.007927655220031738, | |
| 0.007802215099334717, | |
| 0.007752776145935059, | |
| 0.007989734172821046, | |
| 0.008115814208984376, | |
| 0.008035015106201172, | |
| 0.008042054176330566, | |
| 0.007975014209747314, | |
| 0.007941414833068847, | |
| 0.00789821481704712, | |
| 0.007911174774169923, | |
| 0.007930534839630127, | |
| 0.007927334785461426, | |
| 0.008069414138793946, | |
| 0.007927495002746582, | |
| 0.007871974945068359, | |
| 0.00789981508255005, | |
| 0.007891815185546875, | |
| 0.007864614963531495, | |
| 0.007823494911193848, | |
| 0.007897573947906494, | |
| 0.008840130805969239, | |
| 0.007985733985900878, | |
| 0.007883493900299072, | |
| 0.007921733856201173, | |
| 0.007948934078216553, | |
| 0.008729412078857421, | |
| 0.007899974822998047, | |
| 0.007890374183654784, | |
| 0.007876935005187989, | |
| 0.007865734100341797, | |
| 0.007869254112243653, | |
| 0.007878855228424072, | |
| 0.007892775058746337, | |
| 0.00790525484085083 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 123.03193368798712 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |