Commit
•
90c8db5
1
Parent(s):
344d165
Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
Browse files
cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json
CHANGED
|
@@ -3,7 +3,7 @@
|
|
| 3 |
"name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
|
| 4 |
"backend": {
|
| 5 |
"name": "pytorch",
|
| 6 |
-
"version": "2.
|
| 7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
"task": "text-classification",
|
| 9 |
"library": "transformers",
|
|
@@ -104,24 +104,24 @@
|
|
| 104 |
"load": {
|
| 105 |
"memory": {
|
| 106 |
"unit": "MB",
|
| 107 |
-
"max_ram":
|
| 108 |
-
"max_global_vram":
|
| 109 |
-
"max_process_vram":
|
| 110 |
"max_reserved": 555.74528,
|
| 111 |
"max_allocated": 499.374592
|
| 112 |
},
|
| 113 |
"latency": {
|
| 114 |
"unit": "s",
|
| 115 |
"count": 1,
|
| 116 |
-
"total":
|
| 117 |
-
"mean":
|
| 118 |
"stdev": 0.0,
|
| 119 |
-
"p50":
|
| 120 |
-
"p90":
|
| 121 |
-
"p95":
|
| 122 |
-
"p99":
|
| 123 |
"values": [
|
| 124 |
-
|
| 125 |
]
|
| 126 |
},
|
| 127 |
"throughput": null,
|
|
@@ -131,144 +131,151 @@
|
|
| 131 |
"forward": {
|
| 132 |
"memory": {
|
| 133 |
"unit": "MB",
|
| 134 |
-
"max_ram":
|
| 135 |
-
"max_global_vram":
|
| 136 |
-
"max_process_vram":
|
| 137 |
"max_reserved": 555.74528,
|
| 138 |
"max_allocated": 499.4432
|
| 139 |
},
|
| 140 |
"latency": {
|
| 141 |
"unit": "s",
|
| 142 |
-
"count":
|
| 143 |
-
"total": 0.
|
| 144 |
-
"mean": 0.
|
| 145 |
-
"stdev":
|
| 146 |
-
"p50": 0.
|
| 147 |
-
"p90": 0.
|
| 148 |
-
"p95": 0.
|
| 149 |
-
"p99": 0.
|
| 150 |
"values": [
|
| 151 |
-
0.
|
| 152 |
-
0.
|
| 153 |
-
0.
|
| 154 |
-
0.
|
| 155 |
-
0.
|
| 156 |
-
0.
|
| 157 |
-
0.
|
| 158 |
-
0.
|
| 159 |
-
0.
|
| 160 |
-
0.
|
| 161 |
-
0.
|
| 162 |
-
0.
|
| 163 |
-
0.
|
| 164 |
-
0.
|
| 165 |
-
0.
|
| 166 |
-
0.
|
| 167 |
-
0.
|
| 168 |
-
0.
|
| 169 |
-
0.
|
| 170 |
-
0.
|
| 171 |
-
0.
|
| 172 |
-
0.
|
| 173 |
-
0.
|
| 174 |
-
0.
|
| 175 |
-
0.
|
| 176 |
-
0.
|
| 177 |
-
0.
|
| 178 |
-
0.
|
| 179 |
-
0.
|
| 180 |
-
0.
|
| 181 |
-
0.
|
| 182 |
-
0.
|
| 183 |
-
0.
|
| 184 |
-
0.
|
| 185 |
-
0.
|
| 186 |
-
0.
|
| 187 |
-
0.
|
| 188 |
-
0.
|
| 189 |
-
0.
|
| 190 |
-
0.
|
| 191 |
-
0.
|
| 192 |
-
0.
|
| 193 |
-
0.
|
| 194 |
-
0.
|
| 195 |
-
0.
|
| 196 |
-
0.
|
| 197 |
-
0.
|
| 198 |
-
0.
|
| 199 |
-
0.
|
| 200 |
-
0.
|
| 201 |
-
0.
|
| 202 |
-
0.
|
| 203 |
-
0.
|
| 204 |
-
0.
|
| 205 |
-
0.
|
| 206 |
-
0.
|
| 207 |
-
0.
|
| 208 |
-
0.
|
| 209 |
-
0.
|
| 210 |
-
0.
|
| 211 |
-
0.
|
| 212 |
-
0.
|
| 213 |
-
0.
|
| 214 |
-
0.
|
| 215 |
-
0.
|
| 216 |
-
0.
|
| 217 |
-
0.
|
| 218 |
-
0.
|
| 219 |
-
0.
|
| 220 |
-
0.
|
| 221 |
-
0.
|
| 222 |
-
0.
|
| 223 |
-
0.
|
| 224 |
-
0.
|
| 225 |
-
0.
|
| 226 |
-
0.
|
| 227 |
-
0.
|
| 228 |
-
0.
|
| 229 |
-
0.
|
| 230 |
-
0.
|
| 231 |
-
0.
|
| 232 |
-
0.
|
| 233 |
-
0.
|
| 234 |
-
0.
|
| 235 |
-
0.
|
| 236 |
-
0.
|
| 237 |
-
0.
|
| 238 |
-
0.
|
| 239 |
-
0.
|
| 240 |
-
0.
|
| 241 |
-
0.
|
| 242 |
-
0.
|
| 243 |
-
0.
|
| 244 |
-
0.
|
| 245 |
-
0.
|
| 246 |
-
0.
|
| 247 |
-
0.
|
| 248 |
-
0.
|
| 249 |
-
0.
|
| 250 |
-
0.
|
| 251 |
-
0.
|
| 252 |
-
0.
|
| 253 |
-
0.
|
| 254 |
-
0.
|
| 255 |
-
0.
|
| 256 |
-
0.
|
| 257 |
-
0.
|
| 258 |
-
0.
|
| 259 |
-
0.
|
| 260 |
-
0.
|
| 261 |
-
0.
|
| 262 |
-
0.
|
| 263 |
-
0.
|
| 264 |
-
0.
|
| 265 |
-
0.
|
| 266 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 267 |
]
|
| 268 |
},
|
| 269 |
"throughput": {
|
| 270 |
"unit": "samples/s",
|
| 271 |
-
"value":
|
| 272 |
},
|
| 273 |
"energy": null,
|
| 274 |
"efficiency": null
|
|
|
|
| 3 |
"name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
|
| 4 |
"backend": {
|
| 5 |
"name": "pytorch",
|
| 6 |
+
"version": "2.2.2+rocm5.7",
|
| 7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
"task": "text-classification",
|
| 9 |
"library": "transformers",
|
|
|
|
| 104 |
"load": {
|
| 105 |
"memory": {
|
| 106 |
"unit": "MB",
|
| 107 |
+
"max_ram": 905.0112,
|
| 108 |
+
"max_global_vram": 841.773056,
|
| 109 |
+
"max_process_vram": 50817.110016,
|
| 110 |
"max_reserved": 555.74528,
|
| 111 |
"max_allocated": 499.374592
|
| 112 |
},
|
| 113 |
"latency": {
|
| 114 |
"unit": "s",
|
| 115 |
"count": 1,
|
| 116 |
+
"total": 8.356474609375,
|
| 117 |
+
"mean": 8.356474609375,
|
| 118 |
"stdev": 0.0,
|
| 119 |
+
"p50": 8.356474609375,
|
| 120 |
+
"p90": 8.356474609375,
|
| 121 |
+
"p95": 8.356474609375,
|
| 122 |
+
"p99": 8.356474609375,
|
| 123 |
"values": [
|
| 124 |
+
8.356474609375
|
| 125 |
]
|
| 126 |
},
|
| 127 |
"throughput": null,
|
|
|
|
| 131 |
"forward": {
|
| 132 |
"memory": {
|
| 133 |
"unit": "MB",
|
| 134 |
+
"max_ram": 1020.080128,
|
| 135 |
+
"max_global_vram": 896.344064,
|
| 136 |
+
"max_process_vram": 264395.65312,
|
| 137 |
"max_reserved": 555.74528,
|
| 138 |
"max_allocated": 499.4432
|
| 139 |
},
|
| 140 |
"latency": {
|
| 141 |
"unit": "s",
|
| 142 |
+
"count": 123,
|
| 143 |
+
"total": 0.9992745399475101,
|
| 144 |
+
"mean": 0.008124183251605771,
|
| 145 |
+
"stdev": 9.251184838970667e-05,
|
| 146 |
+
"p50": 0.008123177528381348,
|
| 147 |
+
"p90": 0.008261737632751464,
|
| 148 |
+
"p95": 0.008282729148864746,
|
| 149 |
+
"p99": 0.008328210811614991,
|
| 150 |
"values": [
|
| 151 |
+
0.008174057960510253,
|
| 152 |
+
0.008050857543945312,
|
| 153 |
+
0.007994217872619629,
|
| 154 |
+
0.007998698234558106,
|
| 155 |
+
0.007989098072052002,
|
| 156 |
+
0.007966698169708252,
|
| 157 |
+
0.007997578144073486,
|
| 158 |
+
0.008005098342895508,
|
| 159 |
+
0.008239176750183106,
|
| 160 |
+
0.007993257999420167,
|
| 161 |
+
0.007997097969055176,
|
| 162 |
+
0.007998857975006103,
|
| 163 |
+
0.00794333791732788,
|
| 164 |
+
0.007962859153747559,
|
| 165 |
+
0.00796301794052124,
|
| 166 |
+
0.007941577911376953,
|
| 167 |
+
0.007982217788696289,
|
| 168 |
+
0.008011817932128906,
|
| 169 |
+
0.007996297836303711,
|
| 170 |
+
0.007986217975616454,
|
| 171 |
+
0.007991017818450928,
|
| 172 |
+
0.0080492582321167,
|
| 173 |
+
0.008041257858276368,
|
| 174 |
+
0.008113738059997558,
|
| 175 |
+
0.008155497550964355,
|
| 176 |
+
0.008138378143310547,
|
| 177 |
+
0.008103657722473144,
|
| 178 |
+
0.008083658218383789,
|
| 179 |
+
0.008093418121337891,
|
| 180 |
+
0.00813453769683838,
|
| 181 |
+
0.00826237678527832,
|
| 182 |
+
0.008243657112121583,
|
| 183 |
+
0.008296458244323731,
|
| 184 |
+
0.008181577682495117,
|
| 185 |
+
0.008110857963562012,
|
| 186 |
+
0.00801437759399414,
|
| 187 |
+
0.008103977203369141,
|
| 188 |
+
0.008063657760620117,
|
| 189 |
+
0.00806845760345459,
|
| 190 |
+
0.008076778411865234,
|
| 191 |
+
0.008054377555847168,
|
| 192 |
+
0.008172138214111328,
|
| 193 |
+
0.008137738227844239,
|
| 194 |
+
0.00810061740875244,
|
| 195 |
+
0.008127338409423828,
|
| 196 |
+
0.0080623779296875,
|
| 197 |
+
0.008049737930297852,
|
| 198 |
+
0.00805965805053711,
|
| 199 |
+
0.008112616539001465,
|
| 200 |
+
0.0082086181640625,
|
| 201 |
+
0.008189256668090821,
|
| 202 |
+
0.008261737823486328,
|
| 203 |
+
0.00821901798248291,
|
| 204 |
+
0.008167178153991698,
|
| 205 |
+
0.008146858215332032,
|
| 206 |
+
0.008150057792663574,
|
| 207 |
+
0.008184456825256347,
|
| 208 |
+
0.008181258201599121,
|
| 209 |
+
0.00818653678894043,
|
| 210 |
+
0.008104778289794922,
|
| 211 |
+
0.008190056800842286,
|
| 212 |
+
0.00816285800933838,
|
| 213 |
+
0.008273097038269043,
|
| 214 |
+
0.008194217681884766,
|
| 215 |
+
0.008155977249145508,
|
| 216 |
+
0.008141098022460937,
|
| 217 |
+
0.00812685775756836,
|
| 218 |
+
0.008107817649841309,
|
| 219 |
+
0.008124137878417969,
|
| 220 |
+
0.008050857543945312,
|
| 221 |
+
0.00808797836303711,
|
| 222 |
+
0.00808909797668457,
|
| 223 |
+
0.008208297729492187,
|
| 224 |
+
0.008280137062072753,
|
| 225 |
+
0.008336297035217285,
|
| 226 |
+
0.008192618370056153,
|
| 227 |
+
0.008178057670593262,
|
| 228 |
+
0.008161897659301759,
|
| 229 |
+
0.008220617294311523,
|
| 230 |
+
0.0082830171585083,
|
| 231 |
+
0.008333737373352051,
|
| 232 |
+
0.008255178451538087,
|
| 233 |
+
0.008308616638183594,
|
| 234 |
+
0.008275337219238281,
|
| 235 |
+
0.008228297233581544,
|
| 236 |
+
0.008138697624206543,
|
| 237 |
+
0.008159017562866211,
|
| 238 |
+
0.008116936683654786,
|
| 239 |
+
0.00814925765991211,
|
| 240 |
+
0.00813709831237793,
|
| 241 |
+
0.00812893772125244,
|
| 242 |
+
0.00808797836303711,
|
| 243 |
+
0.007981897830963135,
|
| 244 |
+
0.008040617942810059,
|
| 245 |
+
0.008077737808227538,
|
| 246 |
+
0.008059018135070801,
|
| 247 |
+
0.008116777420043946,
|
| 248 |
+
0.008123177528381348,
|
| 249 |
+
0.00810221767425537,
|
| 250 |
+
0.008108456611633301,
|
| 251 |
+
0.008090858459472655,
|
| 252 |
+
0.008035978317260743,
|
| 253 |
+
0.008040138244628906,
|
| 254 |
+
0.008276617050170899,
|
| 255 |
+
0.008299656867980957,
|
| 256 |
+
0.008261736869812011,
|
| 257 |
+
0.008241738319396973,
|
| 258 |
+
0.008076617240905762,
|
| 259 |
+
0.008054218292236327,
|
| 260 |
+
0.008027177810668945,
|
| 261 |
+
0.008079498291015626,
|
| 262 |
+
0.008173737525939941,
|
| 263 |
+
0.008098857879638672,
|
| 264 |
+
0.008104937553405762,
|
| 265 |
+
0.00813645839691162,
|
| 266 |
+
0.008119176864624024,
|
| 267 |
+
0.00814925765991211,
|
| 268 |
+
0.008135817527770995,
|
| 269 |
+
0.008152297019958496,
|
| 270 |
+
0.008167978286743163,
|
| 271 |
+
0.008287176132202149,
|
| 272 |
+
0.008205257415771484,
|
| 273 |
+
0.008170377731323243
|
| 274 |
]
|
| 275 |
},
|
| 276 |
"throughput": {
|
| 277 |
"unit": "samples/s",
|
| 278 |
+
"value": 123.08929636740368
|
| 279 |
},
|
| 280 |
"energy": null,
|
| 281 |
"efficiency": null
|