IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
2d47d26
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+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": "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": "3f7b9d2c002cca7024cac52f3c7535f2a03b7b03", | |
"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": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 901.423104, | |
"max_global_vram": 1011.757056, | |
"max_process_vram": 47407.906816, | |
"max_reserved": 725.614592, | |
"max_allocated": 666.338304 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.86658984375, | |
"mean": 7.86658984375, | |
"stdev": 0.0, | |
"p50": 7.86658984375, | |
"p90": 7.86658984375, | |
"p95": 7.86658984375, | |
"p99": 7.86658984375, | |
"values": [ | |
7.86658984375 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1055.854592, | |
"max_global_vram": 1106.141184, | |
"max_process_vram": 287133.442048, | |
"max_reserved": 725.614592, | |
"max_allocated": 513.035264 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 57, | |
"total": 0.5081761326789855, | |
"mean": 0.008915370748754132, | |
"stdev": 0.00037885861878261617, | |
"p50": 0.008941091537475587, | |
"p90": 0.00922969856262207, | |
"p95": 0.009358369827270509, | |
"p99": 0.010023404998779297, | |
"values": [ | |
0.009294050216674805, | |
0.009356289863586427, | |
0.009253411293029786, | |
0.009366689682006836, | |
0.009092930793762208, | |
0.00905629062652588, | |
0.009213890075683594, | |
0.010195167541503906, | |
0.009075011253356934, | |
0.00903373146057129, | |
0.00906605052947998, | |
0.009003171920776367, | |
0.008876452445983887, | |
0.009037091255187988, | |
0.008932771682739258, | |
0.008906851768493653, | |
0.008893251419067383, | |
0.008908931732177734, | |
0.008940131187438964, | |
0.009888448715209962, | |
0.008929410934448241, | |
0.008929732322692872, | |
0.009065091133117676, | |
0.009195651054382324, | |
0.008977570533752442, | |
0.00892301082611084, | |
0.008958050727844238, | |
0.009197090148925781, | |
0.009130850791931152, | |
0.00915981101989746, | |
0.008941091537475587, | |
0.008974051475524903, | |
0.008896612167358398, | |
0.008944610595703124, | |
0.008919331550598144, | |
0.008668452262878419, | |
0.008631972312927247, | |
0.008319494247436523, | |
0.008366212844848633, | |
0.008180614471435546, | |
0.008058053970336914, | |
0.007943974018096924, | |
0.008056294441223145, | |
0.008394533157348633, | |
0.008583332061767578, | |
0.008866211891174317, | |
0.008472291946411133, | |
0.008657571792602538, | |
0.008948451042175292, | |
0.008870051383972169, | |
0.00894525146484375, | |
0.00891341209411621, | |
0.008933731079101562, | |
0.008978371620178222, | |
0.008963810920715331, | |
0.008923650741577149, | |
0.00896781063079834 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 224.3316690199886 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1056.124928, | |
"max_global_vram": 1107.525632, | |
"max_process_vram": 287862.083584, | |
"max_reserved": 725.614592, | |
"max_allocated": 513.259008 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 57, | |
"total": 0.4931843523979187, | |
"mean": 0.00865235705961261, | |
"stdev": 0.0002900446376191631, | |
"p50": 0.008725892066955567, | |
"p90": 0.008891747283935547, | |
"p95": 0.008919011878967285, | |
"p99": 0.009150473899841308, | |
"values": [ | |
0.009002211570739747, | |
0.008879811286926269, | |
0.008887651443481446, | |
0.008733251571655273, | |
0.008830692291259766, | |
0.008725892066955567, | |
0.008831972122192383, | |
0.008834370613098145, | |
0.008724931716918946, | |
0.008905092239379882, | |
0.008897891044616699, | |
0.008814531326293945, | |
0.008665411949157716, | |
0.008691332817077636, | |
0.00864717197418213, | |
0.008759491920471192, | |
0.008681733131408692, | |
0.008711172103881835, | |
0.009339171409606934, | |
0.008852131843566894, | |
0.008913251876831054, | |
0.008689091682434083, | |
0.008334854125976562, | |
0.008825411796569824, | |
0.008787012100219727, | |
0.008675653457641602, | |
0.008818692207336425, | |
0.008942051887512207, | |
0.008830531120300293, | |
0.008867172241210938, | |
0.008798531532287598, | |
0.00876541233062744, | |
0.008683332443237305, | |
0.008744932174682618, | |
0.008720932006835937, | |
0.008822052001953126, | |
0.00833549404144287, | |
0.008182374000549317, | |
0.008101413726806641, | |
0.008163333892822266, | |
0.007825415134429931, | |
0.008069415092468262, | |
0.008115814208984376, | |
0.008145733833312989, | |
0.008135494232177734, | |
0.00825357437133789, | |
0.008364294052124023, | |
0.008177413940429687, | |
0.008869892120361328, | |
0.008662213325500488, | |
0.008683972358703614, | |
0.008698692321777344, | |
0.00879613208770752, | |
0.008743331909179688, | |
0.008703971862792969, | |
0.008678372383117677, | |
0.008843172073364257 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 115.57544298163451 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 57, | |
"total": 0.4548249464035035, | |
"mean": 0.007979385024622868, | |
"stdev": 0.0002841106382367715, | |
"p50": 0.008061413764953613, | |
"p90": 0.008212933349609375, | |
"p95": 0.008257797050476075, | |
"p99": 0.00846959300994873, | |
"values": [ | |
0.00830605411529541, | |
0.008226372718811036, | |
0.008253092765808106, | |
0.00810365390777588, | |
0.008142374038696288, | |
0.008066373825073242, | |
0.008139493942260743, | |
0.008141413688659668, | |
0.00806429386138916, | |
0.008247333526611328, | |
0.008192773818969726, | |
0.008170212745666504, | |
0.007974373817443847, | |
0.007999814987182618, | |
0.007963974952697754, | |
0.008079653739929199, | |
0.007994534969329834, | |
0.008060934066772461, | |
0.008677733421325684, | |
0.008176774024963378, | |
0.008203973770141601, | |
0.008038694381713868, | |
0.007949254989624023, | |
0.008080134391784668, | |
0.008090213775634765, | |
0.008050374984741211, | |
0.00811501407623291, | |
0.008276614189147949, | |
0.008130054473876953, | |
0.008138854026794434, | |
0.00811069393157959, | |
0.008039653778076172, | |
0.00800749397277832, | |
0.008061413764953613, | |
0.008030533790588379, | |
0.008175173759460449, | |
0.00768509578704834, | |
0.007563496112823486, | |
0.007393735885620117, | |
0.007468296051025391, | |
0.007177577018737793, | |
0.007403817176818848, | |
0.007459176063537598, | |
0.007507976055145264, | |
0.007485095977783203, | |
0.007571656227111817, | |
0.007565896034240723, | |
0.007484295845031738, | |
0.008147974014282227, | |
0.007986215114593506, | |
0.008012934684753418, | |
0.008034053802490235, | |
0.008082855224609374, | |
0.00808397388458252, | |
0.008044294357299805, | |
0.00805389404296875, | |
0.008133254051208495 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 125.32294116829677 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |