Upload cuda_inference_timm_image-classification_timm/tiny_vit_21m_224.in1k/benchmark.json with huggingface_hub
Browse files
cuda_inference_timm_image-classification_timm/tiny_vit_21m_224.in1k/benchmark.json
ADDED
|
@@ -0,0 +1,339 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"name": "cuda_inference_timm_image-classification_timm/tiny_vit_21m_224.in1k",
|
| 4 |
+
"backend": {
|
| 5 |
+
"name": "pytorch",
|
| 6 |
+
"version": "2.5.1",
|
| 7 |
+
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
+
"model": "timm/tiny_vit_21m_224.in1k",
|
| 9 |
+
"processor": "timm/tiny_vit_21m_224.in1k",
|
| 10 |
+
"task": "image-classification",
|
| 11 |
+
"library": "timm",
|
| 12 |
+
"model_type": "tiny_vit_21m_224",
|
| 13 |
+
"device": "cuda",
|
| 14 |
+
"device_ids": "0",
|
| 15 |
+
"seed": 42,
|
| 16 |
+
"inter_op_num_threads": null,
|
| 17 |
+
"intra_op_num_threads": null,
|
| 18 |
+
"model_kwargs": {},
|
| 19 |
+
"processor_kwargs": {},
|
| 20 |
+
"no_weights": false,
|
| 21 |
+
"tp_plan": null,
|
| 22 |
+
"device_map": null,
|
| 23 |
+
"torch_dtype": null,
|
| 24 |
+
"eval_mode": true,
|
| 25 |
+
"to_bettertransformer": false,
|
| 26 |
+
"low_cpu_mem_usage": null,
|
| 27 |
+
"attn_implementation": null,
|
| 28 |
+
"cache_implementation": null,
|
| 29 |
+
"allow_tf32": false,
|
| 30 |
+
"autocast_enabled": false,
|
| 31 |
+
"autocast_dtype": null,
|
| 32 |
+
"torch_compile": false,
|
| 33 |
+
"torch_compile_target": "forward",
|
| 34 |
+
"torch_compile_config": {},
|
| 35 |
+
"quantization_scheme": null,
|
| 36 |
+
"quantization_config": {},
|
| 37 |
+
"deepspeed_inference": false,
|
| 38 |
+
"deepspeed_inference_config": {},
|
| 39 |
+
"peft_type": null,
|
| 40 |
+
"peft_config": {}
|
| 41 |
+
},
|
| 42 |
+
"scenario": {
|
| 43 |
+
"name": "inference",
|
| 44 |
+
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
|
| 45 |
+
"iterations": 1,
|
| 46 |
+
"duration": 1,
|
| 47 |
+
"warmup_runs": 1,
|
| 48 |
+
"input_shapes": {
|
| 49 |
+
"batch_size": 2,
|
| 50 |
+
"sequence_length": 16,
|
| 51 |
+
"num_choices": 2
|
| 52 |
+
},
|
| 53 |
+
"new_tokens": null,
|
| 54 |
+
"memory": true,
|
| 55 |
+
"latency": true,
|
| 56 |
+
"energy": true,
|
| 57 |
+
"forward_kwargs": {},
|
| 58 |
+
"generate_kwargs": {
|
| 59 |
+
"max_new_tokens": 2,
|
| 60 |
+
"min_new_tokens": 2
|
| 61 |
+
},
|
| 62 |
+
"call_kwargs": {
|
| 63 |
+
"num_inference_steps": 2
|
| 64 |
+
}
|
| 65 |
+
},
|
| 66 |
+
"launcher": {
|
| 67 |
+
"name": "process",
|
| 68 |
+
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
|
| 69 |
+
"device_isolation": true,
|
| 70 |
+
"device_isolation_action": "error",
|
| 71 |
+
"numactl": false,
|
| 72 |
+
"numactl_kwargs": {},
|
| 73 |
+
"start_method": "spawn"
|
| 74 |
+
},
|
| 75 |
+
"environment": {
|
| 76 |
+
"cpu": " AMD EPYC 7742 64-Core Processor",
|
| 77 |
+
"cpu_count": 128,
|
| 78 |
+
"cpu_ram_mb": 540671.643648,
|
| 79 |
+
"system": "Linux",
|
| 80 |
+
"machine": "x86_64",
|
| 81 |
+
"platform": "Linux-5.4.0-166-generic-x86_64-with-glibc2.31",
|
| 82 |
+
"processor": "x86_64",
|
| 83 |
+
"python_version": "3.10.18",
|
| 84 |
+
"gpu": [
|
| 85 |
+
"NVIDIA A100-SXM4-80GB",
|
| 86 |
+
"NVIDIA A100-SXM4-80GB",
|
| 87 |
+
"NVIDIA A100-SXM4-80GB",
|
| 88 |
+
"NVIDIA DGX Display",
|
| 89 |
+
"NVIDIA A100-SXM4-80GB"
|
| 90 |
+
],
|
| 91 |
+
"gpu_count": 5,
|
| 92 |
+
"gpu_vram_mb": 347892350976,
|
| 93 |
+
"optimum_benchmark_version": "0.6.0.dev0",
|
| 94 |
+
"optimum_benchmark_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db",
|
| 95 |
+
"transformers_version": "4.45.1",
|
| 96 |
+
"transformers_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db",
|
| 97 |
+
"accelerate_version": "1.10.0",
|
| 98 |
+
"accelerate_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db",
|
| 99 |
+
"diffusers_version": "0.34.0",
|
| 100 |
+
"diffusers_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db",
|
| 101 |
+
"optimum_version": null,
|
| 102 |
+
"optimum_commit": null,
|
| 103 |
+
"timm_version": "1.0.19",
|
| 104 |
+
"timm_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db",
|
| 105 |
+
"peft_version": "0.17.0",
|
| 106 |
+
"peft_commit": "61a08086def388b3e78bbf6b42ed20ab4af3f8db"
|
| 107 |
+
},
|
| 108 |
+
"print_report": true,
|
| 109 |
+
"log_report": true
|
| 110 |
+
},
|
| 111 |
+
"report": {
|
| 112 |
+
"load_model": {
|
| 113 |
+
"memory": {
|
| 114 |
+
"unit": "MB",
|
| 115 |
+
"max_ram": 894.615552,
|
| 116 |
+
"max_global_vram": 1457.455104,
|
| 117 |
+
"max_process_vram": 530.579456,
|
| 118 |
+
"max_reserved": 96.468992,
|
| 119 |
+
"max_allocated": 87.191552
|
| 120 |
+
},
|
| 121 |
+
"latency": {
|
| 122 |
+
"unit": "s",
|
| 123 |
+
"values": [
|
| 124 |
+
0.3907716979980469
|
| 125 |
+
],
|
| 126 |
+
"count": 1,
|
| 127 |
+
"total": 0.3907716979980469,
|
| 128 |
+
"mean": 0.3907716979980469,
|
| 129 |
+
"p50": 0.3907716979980469,
|
| 130 |
+
"p90": 0.3907716979980469,
|
| 131 |
+
"p95": 0.3907716979980469,
|
| 132 |
+
"p99": 0.3907716979980469,
|
| 133 |
+
"stdev": 0,
|
| 134 |
+
"stdev_": 0
|
| 135 |
+
},
|
| 136 |
+
"throughput": null,
|
| 137 |
+
"energy": {
|
| 138 |
+
"unit": "kWh",
|
| 139 |
+
"cpu": 0.000314074617184815,
|
| 140 |
+
"ram": 0.0005271510521112554,
|
| 141 |
+
"gpu": 0.00021009572362373774,
|
| 142 |
+
"total": 0.0010513213929198083
|
| 143 |
+
},
|
| 144 |
+
"efficiency": null
|
| 145 |
+
},
|
| 146 |
+
"first_forward": {
|
| 147 |
+
"memory": {
|
| 148 |
+
"unit": "MB",
|
| 149 |
+
"max_ram": 1109.172224,
|
| 150 |
+
"max_global_vram": 1597.964288,
|
| 151 |
+
"max_process_vram": 671.08864,
|
| 152 |
+
"max_reserved": 144.703488,
|
| 153 |
+
"max_allocated": 122.11712
|
| 154 |
+
},
|
| 155 |
+
"latency": {
|
| 156 |
+
"unit": "s",
|
| 157 |
+
"values": [
|
| 158 |
+
0.2520100555419922
|
| 159 |
+
],
|
| 160 |
+
"count": 1,
|
| 161 |
+
"total": 0.2520100555419922,
|
| 162 |
+
"mean": 0.2520100555419922,
|
| 163 |
+
"p50": 0.2520100555419922,
|
| 164 |
+
"p90": 0.2520100555419922,
|
| 165 |
+
"p95": 0.2520100555419922,
|
| 166 |
+
"p99": 0.2520100555419922,
|
| 167 |
+
"stdev": 0,
|
| 168 |
+
"stdev_": 0
|
| 169 |
+
},
|
| 170 |
+
"throughput": null,
|
| 171 |
+
"energy": {
|
| 172 |
+
"unit": "kWh",
|
| 173 |
+
"cpu": 0.00031306477305770395,
|
| 174 |
+
"ram": 0.000525458254157156,
|
| 175 |
+
"gpu": 0.0002165643399223427,
|
| 176 |
+
"total": 0.0010550873671372027
|
| 177 |
+
},
|
| 178 |
+
"efficiency": null
|
| 179 |
+
},
|
| 180 |
+
"forward": {
|
| 181 |
+
"memory": {
|
| 182 |
+
"unit": "MB",
|
| 183 |
+
"max_ram": 1121.54624,
|
| 184 |
+
"max_global_vram": 1618.935808,
|
| 185 |
+
"max_process_vram": 692.06016,
|
| 186 |
+
"max_reserved": 165.675008,
|
| 187 |
+
"max_allocated": 130.6368
|
| 188 |
+
},
|
| 189 |
+
"latency": {
|
| 190 |
+
"unit": "s",
|
| 191 |
+
"values": [
|
| 192 |
+
0.008706048011779785,
|
| 193 |
+
0.008700927734375,
|
| 194 |
+
0.008655872344970703,
|
| 195 |
+
0.008756223678588868,
|
| 196 |
+
0.008631296157836914,
|
| 197 |
+
0.008714240074157715,
|
| 198 |
+
0.008466431617736817,
|
| 199 |
+
0.008567808151245117,
|
| 200 |
+
0.008582143783569337,
|
| 201 |
+
0.008543231964111327,
|
| 202 |
+
0.00871014404296875,
|
| 203 |
+
0.008605695724487305,
|
| 204 |
+
0.008531968116760253,
|
| 205 |
+
0.008437760353088379,
|
| 206 |
+
0.00841420841217041,
|
| 207 |
+
0.008689663887023925,
|
| 208 |
+
0.008599552154541015,
|
| 209 |
+
0.008713215827941894,
|
| 210 |
+
0.008591360092163085,
|
| 211 |
+
0.00871014404296875,
|
| 212 |
+
0.008639488220214844,
|
| 213 |
+
0.008623104095458984,
|
| 214 |
+
0.00861081600189209,
|
| 215 |
+
0.008584192276000976,
|
| 216 |
+
0.008656895637512207,
|
| 217 |
+
0.008691712379455567,
|
| 218 |
+
0.008654848098754882,
|
| 219 |
+
0.008770560264587402,
|
| 220 |
+
0.00851251220703125,
|
| 221 |
+
0.009639936447143555,
|
| 222 |
+
0.008297472000122071,
|
| 223 |
+
0.008040448188781739,
|
| 224 |
+
0.008011775970458984,
|
| 225 |
+
0.008059904098510743,
|
| 226 |
+
0.008023039817810058,
|
| 227 |
+
0.008037376403808593,
|
| 228 |
+
0.008057855606079101,
|
| 229 |
+
0.007971839904785156,
|
| 230 |
+
0.008218624114990235,
|
| 231 |
+
0.007987199783325195,
|
| 232 |
+
0.008114175796508789,
|
| 233 |
+
0.008091648101806641,
|
| 234 |
+
0.008039423942565918,
|
| 235 |
+
0.008130559921264649,
|
| 236 |
+
0.008045568466186523,
|
| 237 |
+
0.008102911949157715,
|
| 238 |
+
0.008124416351318359,
|
| 239 |
+
0.008037376403808593,
|
| 240 |
+
0.008163328170776368,
|
| 241 |
+
0.008003583908081055,
|
| 242 |
+
0.008164352416992187,
|
| 243 |
+
0.008080384254455567,
|
| 244 |
+
0.008061951637268066,
|
| 245 |
+
0.008135680198669434,
|
| 246 |
+
0.007986176013946533,
|
| 247 |
+
0.008072192192077637,
|
| 248 |
+
0.00810086441040039,
|
| 249 |
+
0.008160256385803222,
|
| 250 |
+
0.0081397762298584,
|
| 251 |
+
0.007972864151000977,
|
| 252 |
+
0.008141823768615723,
|
| 253 |
+
0.008033280372619628,
|
| 254 |
+
0.008101887702941894,
|
| 255 |
+
0.00818995189666748,
|
| 256 |
+
0.008041472434997558,
|
| 257 |
+
0.008041472434997558,
|
| 258 |
+
0.008133631706237793,
|
| 259 |
+
0.008065024375915527,
|
| 260 |
+
0.008012800216674805,
|
| 261 |
+
0.00807423973083496,
|
| 262 |
+
0.008146944046020508,
|
| 263 |
+
0.008045568466186523,
|
| 264 |
+
0.008144895553588867,
|
| 265 |
+
0.008135680198669434,
|
| 266 |
+
0.00818995189666748,
|
| 267 |
+
0.0081725435256958,
|
| 268 |
+
0.008095744132995606,
|
| 269 |
+
0.00810598373413086,
|
| 270 |
+
0.008278016090393067,
|
| 271 |
+
0.00819916820526123,
|
| 272 |
+
0.00827187156677246,
|
| 273 |
+
0.00818892765045166,
|
| 274 |
+
0.008431615829467774,
|
| 275 |
+
0.008239104270935058,
|
| 276 |
+
0.008155136108398438,
|
| 277 |
+
0.008378368377685547,
|
| 278 |
+
0.008655872344970703,
|
| 279 |
+
0.008654848098754882,
|
| 280 |
+
0.008596480369567871,
|
| 281 |
+
0.008488960266113281,
|
| 282 |
+
0.008649727821350098,
|
| 283 |
+
0.008596480369567871,
|
| 284 |
+
0.008764415740966798,
|
| 285 |
+
0.008484864234924316,
|
| 286 |
+
0.0086179838180542,
|
| 287 |
+
0.008633343696594239,
|
| 288 |
+
0.008492032051086425,
|
| 289 |
+
0.008659968376159668,
|
| 290 |
+
0.008506367683410645,
|
| 291 |
+
0.008662015914916991,
|
| 292 |
+
0.008416255950927735,
|
| 293 |
+
0.008633343696594239,
|
| 294 |
+
0.008445952415466309,
|
| 295 |
+
0.008637439727783204,
|
| 296 |
+
0.008655872344970703,
|
| 297 |
+
0.00839577579498291,
|
| 298 |
+
0.008550399780273438,
|
| 299 |
+
0.008435711860656739,
|
| 300 |
+
0.008483839988708495,
|
| 301 |
+
0.008570879936218261,
|
| 302 |
+
0.00848588752746582,
|
| 303 |
+
0.008509440422058106,
|
| 304 |
+
0.008498175621032715,
|
| 305 |
+
0.00860979175567627,
|
| 306 |
+
0.008612863540649414,
|
| 307 |
+
0.008511487960815429,
|
| 308 |
+
0.008444928169250488,
|
| 309 |
+
0.00857907199859619,
|
| 310 |
+
0.008647680282592773
|
| 311 |
+
],
|
| 312 |
+
"count": 119,
|
| 313 |
+
"total": 0.996748292446136,
|
| 314 |
+
"mean": 0.008376036070975937,
|
| 315 |
+
"p50": 0.008435711860656739,
|
| 316 |
+
"p90": 0.008667545509338377,
|
| 317 |
+
"p95": 0.008710451221466064,
|
| 318 |
+
"p99": 0.008769454250335694,
|
| 319 |
+
"stdev": 0.00028011329010581206,
|
| 320 |
+
"stdev_": 3.344222586104199
|
| 321 |
+
},
|
| 322 |
+
"throughput": {
|
| 323 |
+
"unit": "samples/s",
|
| 324 |
+
"value": 238.77643112477298
|
| 325 |
+
},
|
| 326 |
+
"energy": {
|
| 327 |
+
"unit": "kWh",
|
| 328 |
+
"cpu": 2.7266323399406054e-07,
|
| 329 |
+
"ram": 4.575465781427978e-07,
|
| 330 |
+
"gpu": 3.0002439464614443e-07,
|
| 331 |
+
"total": 1.0302342067830018e-06
|
| 332 |
+
},
|
| 333 |
+
"efficiency": {
|
| 334 |
+
"unit": "samples/kWh",
|
| 335 |
+
"value": 1941306.148477809
|
| 336 |
+
}
|
| 337 |
+
}
|
| 338 |
+
}
|
| 339 |
+
}
|