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
|
@@ -3,7 +3,7 @@
|
|
| 3 |
"name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
|
| 4 |
"backend": {
|
| 5 |
"name": "pytorch",
|
| 6 |
-
"version": "2.
|
| 7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
"task": "text-generation",
|
| 9 |
"library": "transformers",
|
|
@@ -45,7 +45,6 @@
|
|
| 45 |
"warmup_runs": 1,
|
| 46 |
"input_shapes": {
|
| 47 |
"batch_size": 1,
|
| 48 |
-
"num_choices": 2,
|
| 49 |
"sequence_length": 2
|
| 50 |
},
|
| 51 |
"new_tokens": null,
|
|
@@ -73,23 +72,23 @@
|
|
| 73 |
"environment": {
|
| 74 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
| 75 |
"cpu_count": 4,
|
| 76 |
-
"cpu_ram_mb":
|
| 77 |
"system": "Linux",
|
| 78 |
"machine": "x86_64",
|
| 79 |
-
"platform": "Linux-6.
|
| 80 |
"processor": "x86_64",
|
| 81 |
"python_version": "3.10.15",
|
| 82 |
"optimum_benchmark_version": "0.5.0.dev0",
|
| 83 |
-
"optimum_benchmark_commit": "
|
| 84 |
-
"transformers_version": "4.
|
| 85 |
"transformers_commit": null,
|
| 86 |
-
"accelerate_version": "1.
|
| 87 |
"accelerate_commit": null,
|
| 88 |
-
"diffusers_version": "0.
|
| 89 |
"diffusers_commit": null,
|
| 90 |
"optimum_version": null,
|
| 91 |
"optimum_commit": null,
|
| 92 |
-
"timm_version": "1.0.
|
| 93 |
"timm_commit": null,
|
| 94 |
"peft_version": null,
|
| 95 |
"peft_commit": null
|
|
@@ -101,7 +100,7 @@
|
|
| 101 |
"load": {
|
| 102 |
"memory": {
|
| 103 |
"unit": "MB",
|
| 104 |
-
"max_ram":
|
| 105 |
"max_global_vram": null,
|
| 106 |
"max_process_vram": null,
|
| 107 |
"max_reserved": null,
|
|
@@ -110,15 +109,15 @@
|
|
| 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 +128,7 @@
|
|
| 129 |
"prefill": {
|
| 130 |
"memory": {
|
| 131 |
"unit": "MB",
|
| 132 |
-
"max_ram":
|
| 133 |
"max_global_vram": null,
|
| 134 |
"max_process_vram": null,
|
| 135 |
"max_reserved": null,
|
|
@@ -138,51 +137,51 @@
|
|
| 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.
|
| 155 |
],
|
| 156 |
"count": 14,
|
| 157 |
-
"total": 0.
|
| 158 |
-
"mean": 0.
|
| 159 |
-
"p50": 0.
|
| 160 |
-
"p90": 0.
|
| 161 |
-
"p95": 0.
|
| 162 |
-
"p99": 0.
|
| 163 |
-
"stdev": 0.
|
| 164 |
-
"stdev_":
|
| 165 |
},
|
| 166 |
"throughput": {
|
| 167 |
"unit": "tokens/s",
|
| 168 |
-
"value": 44.
|
| 169 |
},
|
| 170 |
"energy": {
|
| 171 |
"unit": "kWh",
|
| 172 |
-
"cpu": 1.
|
| 173 |
-
"ram": 7.
|
| 174 |
"gpu": 0.0,
|
| 175 |
-
"total": 1.
|
| 176 |
},
|
| 177 |
"efficiency": {
|
| 178 |
"unit": "tokens/kWh",
|
| 179 |
-
"value":
|
| 180 |
}
|
| 181 |
},
|
| 182 |
"decode": {
|
| 183 |
"memory": {
|
| 184 |
"unit": "MB",
|
| 185 |
-
"max_ram":
|
| 186 |
"max_global_vram": null,
|
| 187 |
"max_process_vram": null,
|
| 188 |
"max_reserved": null,
|
|
@@ -191,45 +190,45 @@
|
|
| 191 |
"latency": {
|
| 192 |
"unit": "s",
|
| 193 |
"values": [
|
| 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 |
],
|
| 209 |
"count": 14,
|
| 210 |
-
"total": 0.
|
| 211 |
-
"mean": 0.
|
| 212 |
-
"p50": 0.
|
| 213 |
-
"p90": 0.
|
| 214 |
-
"p95": 0.
|
| 215 |
-
"p99": 0.
|
| 216 |
-
"stdev": 0.
|
| 217 |
-
"stdev_":
|
| 218 |
},
|
| 219 |
"throughput": {
|
| 220 |
"unit": "tokens/s",
|
| 221 |
-
"value": 36.
|
| 222 |
},
|
| 223 |
"energy": {
|
| 224 |
"unit": "kWh",
|
| 225 |
-
"cpu":
|
| 226 |
-
"ram": 4.
|
| 227 |
"gpu": 0.0,
|
| 228 |
-
"total": 1.
|
| 229 |
},
|
| 230 |
"efficiency": {
|
| 231 |
"unit": "tokens/kWh",
|
| 232 |
-
"value":
|
| 233 |
}
|
| 234 |
},
|
| 235 |
"per_token": {
|
|
@@ -237,34 +236,34 @@
|
|
| 237 |
"latency": {
|
| 238 |
"unit": "s",
|
| 239 |
"values": [
|
| 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 |
],
|
| 255 |
"count": 14,
|
| 256 |
-
"total": 0.
|
| 257 |
-
"mean": 0.
|
| 258 |
-
"p50": 0.
|
| 259 |
-
"p90": 0.
|
| 260 |
-
"p95": 0.
|
| 261 |
-
"p99": 0.
|
| 262 |
-
"stdev": 0.
|
| 263 |
-
"stdev_":
|
| 264 |
},
|
| 265 |
"throughput": {
|
| 266 |
"unit": "tokens/s",
|
| 267 |
-
"value": 37.
|
| 268 |
},
|
| 269 |
"energy": null,
|
| 270 |
"efficiency": null
|
|
|
|
| 3 |
"name": "cpu_inference_transformers_text-generation_openai-community/gpt2",
|
| 4 |
"backend": {
|
| 5 |
"name": "pytorch",
|
| 6 |
+
"version": "2.5.1+cpu",
|
| 7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
"task": "text-generation",
|
| 9 |
"library": "transformers",
|
|
|
|
| 45 |
"warmup_runs": 1,
|
| 46 |
"input_shapes": {
|
| 47 |
"batch_size": 1,
|
|
|
|
| 48 |
"sequence_length": 2
|
| 49 |
},
|
| 50 |
"new_tokens": null,
|
|
|
|
| 72 |
"environment": {
|
| 73 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
| 74 |
"cpu_count": 4,
|
| 75 |
+
"cpu_ram_mb": 16757.342208,
|
| 76 |
"system": "Linux",
|
| 77 |
"machine": "x86_64",
|
| 78 |
+
"platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35",
|
| 79 |
"processor": "x86_64",
|
| 80 |
"python_version": "3.10.15",
|
| 81 |
"optimum_benchmark_version": "0.5.0.dev0",
|
| 82 |
+
"optimum_benchmark_commit": "6807ba28334c8c98abf72a03d78f86133328d180",
|
| 83 |
+
"transformers_version": "4.46.3",
|
| 84 |
"transformers_commit": null,
|
| 85 |
+
"accelerate_version": "1.1.1",
|
| 86 |
"accelerate_commit": null,
|
| 87 |
+
"diffusers_version": "0.31.0",
|
| 88 |
"diffusers_commit": null,
|
| 89 |
"optimum_version": null,
|
| 90 |
"optimum_commit": null,
|
| 91 |
+
"timm_version": "1.0.11",
|
| 92 |
"timm_commit": null,
|
| 93 |
"peft_version": null,
|
| 94 |
"peft_commit": null
|
|
|
|
| 100 |
"load": {
|
| 101 |
"memory": {
|
| 102 |
"unit": "MB",
|
| 103 |
+
"max_ram": 1130.385408,
|
| 104 |
"max_global_vram": null,
|
| 105 |
"max_process_vram": null,
|
| 106 |
"max_reserved": null,
|
|
|
|
| 109 |
"latency": {
|
| 110 |
"unit": "s",
|
| 111 |
"values": [
|
| 112 |
+
1.7419912789999898
|
| 113 |
],
|
| 114 |
"count": 1,
|
| 115 |
+
"total": 1.7419912789999898,
|
| 116 |
+
"mean": 1.7419912789999898,
|
| 117 |
+
"p50": 1.7419912789999898,
|
| 118 |
+
"p90": 1.7419912789999898,
|
| 119 |
+
"p95": 1.7419912789999898,
|
| 120 |
+
"p99": 1.7419912789999898,
|
| 121 |
"stdev": 0,
|
| 122 |
"stdev_": 0
|
| 123 |
},
|
|
|
|
| 128 |
"prefill": {
|
| 129 |
"memory": {
|
| 130 |
"unit": "MB",
|
| 131 |
+
"max_ram": 985.68192,
|
| 132 |
"max_global_vram": null,
|
| 133 |
"max_process_vram": null,
|
| 134 |
"max_reserved": null,
|
|
|
|
| 137 |
"latency": {
|
| 138 |
"unit": "s",
|
| 139 |
"values": [
|
| 140 |
+
0.047665391999998974,
|
| 141 |
+
0.049731436999991274,
|
| 142 |
+
0.04895271399999501,
|
| 143 |
+
0.04833657500000754,
|
| 144 |
+
0.04391997499999434,
|
| 145 |
+
0.043644501000017044,
|
| 146 |
+
0.04382332400001587,
|
| 147 |
+
0.04319213599995919,
|
| 148 |
+
0.04416296799996644,
|
| 149 |
+
0.044141969000008885,
|
| 150 |
+
0.04314894600003072,
|
| 151 |
+
0.04354990399997405,
|
| 152 |
+
0.043227575999992496,
|
| 153 |
+
0.04241360399998939
|
| 154 |
],
|
| 155 |
"count": 14,
|
| 156 |
+
"total": 0.6299110209999412,
|
| 157 |
+
"mean": 0.04499364435713866,
|
| 158 |
+
"p50": 0.043871649500005105,
|
| 159 |
+
"p90": 0.04876787229999877,
|
| 160 |
+
"p95": 0.04922526704999371,
|
| 161 |
+
"p99": 0.04963020300999176,
|
| 162 |
+
"stdev": 0.0024009023029775032,
|
| 163 |
+
"stdev_": 5.336092102076141
|
| 164 |
},
|
| 165 |
"throughput": {
|
| 166 |
"unit": "tokens/s",
|
| 167 |
+
"value": 44.45072250927105
|
| 168 |
},
|
| 169 |
"energy": {
|
| 170 |
"unit": "kWh",
|
| 171 |
+
"cpu": 1.6854151983796455e-06,
|
| 172 |
+
"ram": 7.043250781543132e-08,
|
| 173 |
"gpu": 0.0,
|
| 174 |
+
"total": 1.7558477061950768e-06
|
| 175 |
},
|
| 176 |
"efficiency": {
|
| 177 |
"unit": "tokens/kWh",
|
| 178 |
+
"value": 1139050.9512547653
|
| 179 |
}
|
| 180 |
},
|
| 181 |
"decode": {
|
| 182 |
"memory": {
|
| 183 |
"unit": "MB",
|
| 184 |
+
"max_ram": 985.68192,
|
| 185 |
"max_global_vram": null,
|
| 186 |
"max_process_vram": null,
|
| 187 |
"max_reserved": null,
|
|
|
|
| 190 |
"latency": {
|
| 191 |
"unit": "s",
|
| 192 |
"values": [
|
| 193 |
+
0.030765811999970083,
|
| 194 |
+
0.030026732999999695,
|
| 195 |
+
0.03023100500001874,
|
| 196 |
+
0.02618368299999929,
|
| 197 |
+
0.026192708999985825,
|
| 198 |
+
0.026696138000033898,
|
| 199 |
+
0.026371824000023025,
|
| 200 |
+
0.026651877000006152,
|
| 201 |
+
0.026894829000013942,
|
| 202 |
+
0.026896673000010196,
|
| 203 |
+
0.027024220999976478,
|
| 204 |
+
0.02588880300004348,
|
| 205 |
+
0.026431090000016866,
|
| 206 |
+
0.025466253999979926
|
| 207 |
],
|
| 208 |
"count": 14,
|
| 209 |
+
"total": 0.3817216510000776,
|
| 210 |
+
"mean": 0.02726583221429126,
|
| 211 |
+
"p50": 0.026674007500020025,
|
| 212 |
+
"p90": 0.030169723400013025,
|
| 213 |
+
"p95": 0.03041818745000171,
|
| 214 |
+
"p99": 0.030696287089976407,
|
| 215 |
+
"stdev": 0.0016615794659438356,
|
| 216 |
+
"stdev_": 6.093998719294277
|
| 217 |
},
|
| 218 |
"throughput": {
|
| 219 |
"unit": "tokens/s",
|
| 220 |
+
"value": 36.67593903390393
|
| 221 |
},
|
| 222 |
"energy": {
|
| 223 |
"unit": "kWh",
|
| 224 |
+
"cpu": 1.0257383568054851e-06,
|
| 225 |
+
"ram": 4.287120110748343e-08,
|
| 226 |
"gpu": 0.0,
|
| 227 |
+
"total": 1.068609557912968e-06
|
| 228 |
},
|
| 229 |
"efficiency": {
|
| 230 |
"unit": "tokens/kWh",
|
| 231 |
+
"value": 935795.4854465602
|
| 232 |
}
|
| 233 |
},
|
| 234 |
"per_token": {
|
|
|
|
| 236 |
"latency": {
|
| 237 |
"unit": "s",
|
| 238 |
"values": [
|
| 239 |
+
0.030299631999980647,
|
| 240 |
+
0.029594156000030125,
|
| 241 |
+
0.029819386999974995,
|
| 242 |
+
0.02586457799998243,
|
| 243 |
+
0.025855570000032913,
|
| 244 |
+
0.02636103300000059,
|
| 245 |
+
0.026048771000034776,
|
| 246 |
+
0.02631907600004979,
|
| 247 |
+
0.02656132700002445,
|
| 248 |
+
0.02656453299999839,
|
| 249 |
+
0.02669703099996923,
|
| 250 |
+
0.02555920800000422,
|
| 251 |
+
0.026109781000002386,
|
| 252 |
+
0.02515429199996788
|
| 253 |
],
|
| 254 |
"count": 14,
|
| 255 |
+
"total": 0.3768083750000528,
|
| 256 |
+
"mean": 0.0269148839285752,
|
| 257 |
+
"p50": 0.02634005450002519,
|
| 258 |
+
"p90": 0.029751817699991533,
|
| 259 |
+
"p95": 0.029987472749976974,
|
| 260 |
+
"p99": 0.030237200149979913,
|
| 261 |
+
"stdev": 0.001616638367978842,
|
| 262 |
+
"stdev_": 6.006484636043616
|
| 263 |
},
|
| 264 |
"throughput": {
|
| 265 |
"unit": "tokens/s",
|
| 266 |
+
"value": 37.154163571863386
|
| 267 |
},
|
| 268 |
"energy": null,
|
| 269 |
"efficiency": null
|