Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
Browse files
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json
CHANGED
|
@@ -73,14 +73,14 @@
|
|
| 73 |
"environment": {
|
| 74 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
| 75 |
"cpu_count": 4,
|
| 76 |
-
"cpu_ram_mb": 16766.
|
| 77 |
"system": "Linux",
|
| 78 |
"machine": "x86_64",
|
| 79 |
"platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35",
|
| 80 |
"processor": "x86_64",
|
| 81 |
"python_version": "3.10.15",
|
| 82 |
-
"optimum_benchmark_version": "0.5.0
|
| 83 |
-
"optimum_benchmark_commit": "
|
| 84 |
"transformers_version": "4.45.2",
|
| 85 |
"transformers_commit": null,
|
| 86 |
"accelerate_version": "1.0.0",
|
|
@@ -101,7 +101,7 @@
|
|
| 101 |
"load": {
|
| 102 |
"memory": {
|
| 103 |
"unit": "MB",
|
| 104 |
-
"max_ram": 1110.
|
| 105 |
"max_global_vram": null,
|
| 106 |
"max_process_vram": null,
|
| 107 |
"max_reserved": null,
|
|
@@ -110,15 +110,15 @@
|
|
| 110 |
"latency": {
|
| 111 |
"unit": "s",
|
| 112 |
"values": [
|
| 113 |
-
1.
|
| 114 |
],
|
| 115 |
"count": 1,
|
| 116 |
-
"total": 1.
|
| 117 |
-
"mean": 1.
|
| 118 |
-
"p50": 1.
|
| 119 |
-
"p90": 1.
|
| 120 |
-
"p95": 1.
|
| 121 |
-
"p99": 1.
|
| 122 |
"stdev": 0,
|
| 123 |
"stdev_": 0
|
| 124 |
},
|
|
@@ -129,7 +129,7 @@
|
|
| 129 |
"prefill": {
|
| 130 |
"memory": {
|
| 131 |
"unit": "MB",
|
| 132 |
-
"max_ram": 965.
|
| 133 |
"max_global_vram": null,
|
| 134 |
"max_process_vram": null,
|
| 135 |
"max_reserved": null,
|
|
@@ -138,53 +138,50 @@
|
|
| 138 |
"latency": {
|
| 139 |
"unit": "s",
|
| 140 |
"values": [
|
| 141 |
-
0.
|
| 142 |
-
0.
|
| 143 |
-
0.
|
| 144 |
-
0.
|
| 145 |
-
0.
|
| 146 |
-
0.
|
| 147 |
-
0.
|
| 148 |
-
0.
|
| 149 |
-
0.
|
| 150 |
-
0.
|
| 151 |
-
0.
|
| 152 |
-
0.
|
| 153 |
-
0.
|
| 154 |
-
0.03885768300000336,
|
| 155 |
-
0.038872009000016305,
|
| 156 |
-
0.0389049220000004
|
| 157 |
],
|
| 158 |
-
"count":
|
| 159 |
-
"total": 0.
|
| 160 |
-
"mean": 0.
|
| 161 |
-
"p50": 0.
|
| 162 |
-
"p90": 0.
|
| 163 |
-
"p95": 0.
|
| 164 |
-
"p99": 0.
|
| 165 |
-
"stdev": 0.
|
| 166 |
-
"stdev_":
|
| 167 |
},
|
| 168 |
"throughput": {
|
| 169 |
"unit": "tokens/s",
|
| 170 |
-
"value":
|
| 171 |
},
|
| 172 |
"energy": {
|
| 173 |
"unit": "kWh",
|
| 174 |
-
"cpu": 1.
|
| 175 |
-
"ram":
|
| 176 |
"gpu": 0.0,
|
| 177 |
-
"total": 1.
|
| 178 |
},
|
| 179 |
"efficiency": {
|
| 180 |
"unit": "tokens/kWh",
|
| 181 |
-
"value":
|
| 182 |
}
|
| 183 |
},
|
| 184 |
"decode": {
|
| 185 |
"memory": {
|
| 186 |
"unit": "MB",
|
| 187 |
-
"max_ram": 965.
|
| 188 |
"max_global_vram": null,
|
| 189 |
"max_process_vram": null,
|
| 190 |
"max_reserved": null,
|
|
@@ -193,47 +190,44 @@
|
|
| 193 |
"latency": {
|
| 194 |
"unit": "s",
|
| 195 |
"values": [
|
| 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 |
-
0.024101691999987906,
|
| 210 |
-
0.023623552000003656,
|
| 211 |
-
0.023633820000014794
|
| 212 |
],
|
| 213 |
-
"count":
|
| 214 |
-
"total": 0.
|
| 215 |
-
"mean": 0.
|
| 216 |
-
"p50": 0.
|
| 217 |
-
"p90": 0.
|
| 218 |
-
"p95": 0.
|
| 219 |
-
"p99": 0.
|
| 220 |
-
"stdev": 0.
|
| 221 |
-
"stdev_":
|
| 222 |
},
|
| 223 |
"throughput": {
|
| 224 |
"unit": "tokens/s",
|
| 225 |
-
"value":
|
| 226 |
},
|
| 227 |
"energy": {
|
| 228 |
"unit": "kWh",
|
| 229 |
-
"cpu":
|
| 230 |
-
"ram":
|
| 231 |
"gpu": 0.0,
|
| 232 |
-
"total":
|
| 233 |
},
|
| 234 |
"efficiency": {
|
| 235 |
"unit": "tokens/kWh",
|
| 236 |
-
"value":
|
| 237 |
}
|
| 238 |
},
|
| 239 |
"per_token": {
|
|
@@ -241,36 +235,33 @@
|
|
| 241 |
"latency": {
|
| 242 |
"unit": "s",
|
| 243 |
"values": [
|
| 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 |
-
0.023789389999990362,
|
| 258 |
-
0.023289629999993622,
|
| 259 |
-
0.023322790999998233
|
| 260 |
],
|
| 261 |
-
"count":
|
| 262 |
-
"total": 0.
|
| 263 |
-
"mean": 0.
|
| 264 |
-
"p50": 0.
|
| 265 |
-
"p90": 0.
|
| 266 |
-
"p95": 0.
|
| 267 |
-
"p99": 0.
|
| 268 |
-
"stdev": 0.
|
| 269 |
-
"stdev_":
|
| 270 |
},
|
| 271 |
"throughput": {
|
| 272 |
"unit": "tokens/s",
|
| 273 |
-
"value":
|
| 274 |
},
|
| 275 |
"energy": null,
|
| 276 |
"efficiency": null
|
|
|
|
| 73 |
"environment": {
|
| 74 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
| 75 |
"cpu_count": 4,
|
| 76 |
+
"cpu_ram_mb": 16766.767104,
|
| 77 |
"system": "Linux",
|
| 78 |
"machine": "x86_64",
|
| 79 |
"platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35",
|
| 80 |
"processor": "x86_64",
|
| 81 |
"python_version": "3.10.15",
|
| 82 |
+
"optimum_benchmark_version": "0.5.0",
|
| 83 |
+
"optimum_benchmark_commit": "5df58267768a617f3aef53a7f4314a13676dc113",
|
| 84 |
"transformers_version": "4.45.2",
|
| 85 |
"transformers_commit": null,
|
| 86 |
"accelerate_version": "1.0.0",
|
|
|
|
| 101 |
"load": {
|
| 102 |
"memory": {
|
| 103 |
"unit": "MB",
|
| 104 |
+
"max_ram": 1110.401024,
|
| 105 |
"max_global_vram": null,
|
| 106 |
"max_process_vram": null,
|
| 107 |
"max_reserved": null,
|
|
|
|
| 110 |
"latency": {
|
| 111 |
"unit": "s",
|
| 112 |
"values": [
|
| 113 |
+
1.7492073910000272
|
| 114 |
],
|
| 115 |
"count": 1,
|
| 116 |
+
"total": 1.7492073910000272,
|
| 117 |
+
"mean": 1.7492073910000272,
|
| 118 |
+
"p50": 1.7492073910000272,
|
| 119 |
+
"p90": 1.7492073910000272,
|
| 120 |
+
"p95": 1.7492073910000272,
|
| 121 |
+
"p99": 1.7492073910000272,
|
| 122 |
"stdev": 0,
|
| 123 |
"stdev_": 0
|
| 124 |
},
|
|
|
|
| 129 |
"prefill": {
|
| 130 |
"memory": {
|
| 131 |
"unit": "MB",
|
| 132 |
+
"max_ram": 965.435392,
|
| 133 |
"max_global_vram": null,
|
| 134 |
"max_process_vram": null,
|
| 135 |
"max_reserved": null,
|
|
|
|
| 138 |
"latency": {
|
| 139 |
"unit": "s",
|
| 140 |
"values": [
|
| 141 |
+
0.0469246920000046,
|
| 142 |
+
0.04534173100000771,
|
| 143 |
+
0.04693319899996595,
|
| 144 |
+
0.046087471000021196,
|
| 145 |
+
0.04837400200000275,
|
| 146 |
+
0.04575596800003723,
|
| 147 |
+
0.04643042399999331,
|
| 148 |
+
0.053024359999994886,
|
| 149 |
+
0.05649528499998269,
|
| 150 |
+
0.05381768000000875,
|
| 151 |
+
0.04604037199999311,
|
| 152 |
+
0.0461801449999939,
|
| 153 |
+
0.05084146299998338
|
|
|
|
|
|
|
|
|
|
| 154 |
],
|
| 155 |
+
"count": 13,
|
| 156 |
+
"total": 0.6322467919999895,
|
| 157 |
+
"mean": 0.048634368615383804,
|
| 158 |
+
"p50": 0.0469246920000046,
|
| 159 |
+
"p90": 0.05365901600000598,
|
| 160 |
+
"p95": 0.05488872199999832,
|
| 161 |
+
"p99": 0.05617397239998581,
|
| 162 |
+
"stdev": 0.003529126282737263,
|
| 163 |
+
"stdev_": 7.256445150232599
|
| 164 |
},
|
| 165 |
"throughput": {
|
| 166 |
"unit": "tokens/s",
|
| 167 |
+
"value": 41.123182163968075
|
| 168 |
},
|
| 169 |
"energy": {
|
| 170 |
"unit": "kWh",
|
| 171 |
+
"cpu": 1.7976905969696947e-06,
|
| 172 |
+
"ram": 7.516910123715328e-08,
|
| 173 |
"gpu": 0.0,
|
| 174 |
+
"total": 1.8728596982068478e-06
|
| 175 |
},
|
| 176 |
"efficiency": {
|
| 177 |
"unit": "tokens/kWh",
|
| 178 |
+
"value": 1067885.6520405035
|
| 179 |
}
|
| 180 |
},
|
| 181 |
"decode": {
|
| 182 |
"memory": {
|
| 183 |
"unit": "MB",
|
| 184 |
+
"max_ram": 965.435392,
|
| 185 |
"max_global_vram": null,
|
| 186 |
"max_process_vram": null,
|
| 187 |
"max_reserved": null,
|
|
|
|
| 190 |
"latency": {
|
| 191 |
"unit": "s",
|
| 192 |
"values": [
|
| 193 |
+
0.031163470000024063,
|
| 194 |
+
0.02828420600002346,
|
| 195 |
+
0.027108389000034094,
|
| 196 |
+
0.02983712099995728,
|
| 197 |
+
0.029030346999945777,
|
| 198 |
+
0.027811157999963143,
|
| 199 |
+
0.03219346400004497,
|
| 200 |
+
0.03247170599996707,
|
| 201 |
+
0.032270067000013114,
|
| 202 |
+
0.029523791999963578,
|
| 203 |
+
0.0273697499999912,
|
| 204 |
+
0.02965790400003243,
|
| 205 |
+
0.026559930000018994
|
|
|
|
|
|
|
|
|
|
| 206 |
],
|
| 207 |
+
"count": 13,
|
| 208 |
+
"total": 0.3832813039999792,
|
| 209 |
+
"mean": 0.02948317723076763,
|
| 210 |
+
"p50": 0.029523791999963578,
|
| 211 |
+
"p90": 0.032254746400019484,
|
| 212 |
+
"p95": 0.0323507225999947,
|
| 213 |
+
"p99": 0.032447509319972596,
|
| 214 |
+
"stdev": 0.0019634027734148703,
|
| 215 |
+
"stdev_": 6.659400233723558
|
| 216 |
},
|
| 217 |
"throughput": {
|
| 218 |
"unit": "tokens/s",
|
| 219 |
+
"value": 33.91764707625996
|
| 220 |
},
|
| 221 |
"energy": {
|
| 222 |
"unit": "kWh",
|
| 223 |
+
"cpu": 1.0591147446969237e-06,
|
| 224 |
+
"ram": 4.42889008469965e-08,
|
| 225 |
"gpu": 0.0,
|
| 226 |
+
"total": 1.1034036455439193e-06
|
| 227 |
},
|
| 228 |
"efficiency": {
|
| 229 |
"unit": "tokens/kWh",
|
| 230 |
+
"value": 906286.6558747439
|
| 231 |
}
|
| 232 |
},
|
| 233 |
"per_token": {
|
|
|
|
| 235 |
"latency": {
|
| 236 |
"unit": "s",
|
| 237 |
"values": [
|
| 238 |
+
0.030714207000016813,
|
| 239 |
+
0.02786681300000282,
|
| 240 |
+
0.026713538000024073,
|
| 241 |
+
0.029434424999976727,
|
| 242 |
+
0.028616228999965188,
|
| 243 |
+
0.027420183999993242,
|
| 244 |
+
0.03154908400000522,
|
| 245 |
+
0.031857612999999674,
|
| 246 |
+
0.03171201899999687,
|
| 247 |
+
0.029107961999955023,
|
| 248 |
+
0.026962055000012697,
|
| 249 |
+
0.029036378000000695,
|
| 250 |
+
0.02615705400000934
|
|
|
|
|
|
|
|
|
|
| 251 |
],
|
| 252 |
+
"count": 13,
|
| 253 |
+
"total": 0.3771475609999584,
|
| 254 |
+
"mean": 0.029011350846150644,
|
| 255 |
+
"p50": 0.029036378000000695,
|
| 256 |
+
"p90": 0.03167943199999854,
|
| 257 |
+
"p95": 0.03177025659999799,
|
| 258 |
+
"p99": 0.03184014171999934,
|
| 259 |
+
"stdev": 0.0018922523228497373,
|
| 260 |
+
"stdev_": 6.52245506555173
|
| 261 |
},
|
| 262 |
"throughput": {
|
| 263 |
"unit": "tokens/s",
|
| 264 |
+
"value": 34.46926705699002
|
| 265 |
},
|
| 266 |
"energy": null,
|
| 267 |
"efficiency": null
|