Upload cpu_training_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
Browse files
cpu_training_transformers_text-classification_FacebookAI/roberta-base/benchmark.json
CHANGED
|
@@ -6,17 +6,19 @@
|
|
| 6 |
"version": "2.3.0+cpu",
|
| 7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
"task": "text-classification",
|
| 9 |
-
"library": "transformers",
|
| 10 |
"model": "FacebookAI/roberta-base",
|
| 11 |
-
"
|
| 12 |
"device": "cpu",
|
| 13 |
"device_ids": null,
|
| 14 |
"seed": 42,
|
| 15 |
"inter_op_num_threads": null,
|
| 16 |
"intra_op_num_threads": null,
|
| 17 |
-
"
|
| 18 |
-
|
| 19 |
-
|
|
|
|
|
|
|
|
|
|
| 20 |
"no_weights": true,
|
| 21 |
"device_map": null,
|
| 22 |
"torch_dtype": null,
|
|
@@ -74,17 +76,17 @@
|
|
| 74 |
"environment": {
|
| 75 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
| 76 |
"cpu_count": 4,
|
| 77 |
-
"cpu_ram_mb": 16757.
|
| 78 |
"system": "Linux",
|
| 79 |
"machine": "x86_64",
|
| 80 |
"platform": "Linux-6.5.0-1018-azure-x86_64-with-glibc2.35",
|
| 81 |
"processor": "x86_64",
|
| 82 |
"python_version": "3.10.14",
|
| 83 |
"optimum_benchmark_version": "0.2.0",
|
| 84 |
-
"optimum_benchmark_commit": "
|
| 85 |
"transformers_version": "4.40.2",
|
| 86 |
"transformers_commit": null,
|
| 87 |
-
"accelerate_version": "0.30.
|
| 88 |
"accelerate_commit": null,
|
| 89 |
"diffusers_version": "0.27.2",
|
| 90 |
"diffusers_commit": null,
|
|
@@ -100,7 +102,7 @@
|
|
| 100 |
"overall": {
|
| 101 |
"memory": {
|
| 102 |
"unit": "MB",
|
| 103 |
-
"max_ram":
|
| 104 |
"max_global_vram": null,
|
| 105 |
"max_process_vram": null,
|
| 106 |
"max_reserved": null,
|
|
@@ -109,24 +111,24 @@
|
|
| 109 |
"latency": {
|
| 110 |
"unit": "s",
|
| 111 |
"count": 5,
|
| 112 |
-
"total": 3.
|
| 113 |
-
"mean": 0.
|
| 114 |
-
"stdev": 0.
|
| 115 |
-
"p50": 0.
|
| 116 |
-
"p90": 0.
|
| 117 |
-
"p95": 0.
|
| 118 |
-
"p99": 0.
|
| 119 |
"values": [
|
| 120 |
-
0.
|
| 121 |
-
0.
|
| 122 |
-
0.
|
| 123 |
-
0.
|
| 124 |
-
0.
|
| 125 |
]
|
| 126 |
},
|
| 127 |
"throughput": {
|
| 128 |
"unit": "samples/s",
|
| 129 |
-
"value": 16.
|
| 130 |
},
|
| 131 |
"energy": null,
|
| 132 |
"efficiency": null
|
|
@@ -134,7 +136,7 @@
|
|
| 134 |
"warmup": {
|
| 135 |
"memory": {
|
| 136 |
"unit": "MB",
|
| 137 |
-
"max_ram":
|
| 138 |
"max_global_vram": null,
|
| 139 |
"max_process_vram": null,
|
| 140 |
"max_reserved": null,
|
|
@@ -143,21 +145,21 @@
|
|
| 143 |
"latency": {
|
| 144 |
"unit": "s",
|
| 145 |
"count": 2,
|
| 146 |
-
"total": 1.
|
| 147 |
-
"mean": 0.
|
| 148 |
-
"stdev": 0.
|
| 149 |
-
"p50": 0.
|
| 150 |
-
"p90": 0.
|
| 151 |
-
"p95": 0.
|
| 152 |
-
"p99": 0.
|
| 153 |
"values": [
|
| 154 |
-
0.
|
| 155 |
-
0.
|
| 156 |
]
|
| 157 |
},
|
| 158 |
"throughput": {
|
| 159 |
"unit": "samples/s",
|
| 160 |
-
"value": 6.
|
| 161 |
},
|
| 162 |
"energy": null,
|
| 163 |
"efficiency": null
|
|
@@ -165,7 +167,7 @@
|
|
| 165 |
"train": {
|
| 166 |
"memory": {
|
| 167 |
"unit": "MB",
|
| 168 |
-
"max_ram":
|
| 169 |
"max_global_vram": null,
|
| 170 |
"max_process_vram": null,
|
| 171 |
"max_reserved": null,
|
|
@@ -174,22 +176,22 @@
|
|
| 174 |
"latency": {
|
| 175 |
"unit": "s",
|
| 176 |
"count": 3,
|
| 177 |
-
"total": 1.
|
| 178 |
-
"mean": 0.
|
| 179 |
-
"stdev": 0.
|
| 180 |
-
"p50": 0.
|
| 181 |
-
"p90": 0.
|
| 182 |
-
"p95": 0.
|
| 183 |
-
"p99": 0.
|
| 184 |
"values": [
|
| 185 |
-
0.
|
| 186 |
-
0.
|
| 187 |
-
0.
|
| 188 |
]
|
| 189 |
},
|
| 190 |
"throughput": {
|
| 191 |
"unit": "samples/s",
|
| 192 |
-
"value": 10.
|
| 193 |
},
|
| 194 |
"energy": null,
|
| 195 |
"efficiency": null
|
|
|
|
| 6 |
"version": "2.3.0+cpu",
|
| 7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
"task": "text-classification",
|
|
|
|
| 9 |
"model": "FacebookAI/roberta-base",
|
| 10 |
+
"library": "transformers",
|
| 11 |
"device": "cpu",
|
| 12 |
"device_ids": null,
|
| 13 |
"seed": 42,
|
| 14 |
"inter_op_num_threads": null,
|
| 15 |
"intra_op_num_threads": null,
|
| 16 |
+
"hub_kwargs": {
|
| 17 |
+
"revision": "main",
|
| 18 |
+
"force_download": false,
|
| 19 |
+
"local_files_only": false,
|
| 20 |
+
"trust_remote_code": false
|
| 21 |
+
},
|
| 22 |
"no_weights": true,
|
| 23 |
"device_map": null,
|
| 24 |
"torch_dtype": null,
|
|
|
|
| 76 |
"environment": {
|
| 77 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
| 78 |
"cpu_count": 4,
|
| 79 |
+
"cpu_ram_mb": 16757.346304,
|
| 80 |
"system": "Linux",
|
| 81 |
"machine": "x86_64",
|
| 82 |
"platform": "Linux-6.5.0-1018-azure-x86_64-with-glibc2.35",
|
| 83 |
"processor": "x86_64",
|
| 84 |
"python_version": "3.10.14",
|
| 85 |
"optimum_benchmark_version": "0.2.0",
|
| 86 |
+
"optimum_benchmark_commit": "217063f5c507ed7cc255df7e1f64c4333a0b4dfe",
|
| 87 |
"transformers_version": "4.40.2",
|
| 88 |
"transformers_commit": null,
|
| 89 |
+
"accelerate_version": "0.30.1",
|
| 90 |
"accelerate_commit": null,
|
| 91 |
"diffusers_version": "0.27.2",
|
| 92 |
"diffusers_commit": null,
|
|
|
|
| 102 |
"overall": {
|
| 103 |
"memory": {
|
| 104 |
"unit": "MB",
|
| 105 |
+
"max_ram": 2834.825216,
|
| 106 |
"max_global_vram": null,
|
| 107 |
"max_process_vram": null,
|
| 108 |
"max_reserved": null,
|
|
|
|
| 111 |
"latency": {
|
| 112 |
"unit": "s",
|
| 113 |
"count": 5,
|
| 114 |
+
"total": 3.05117056499995,
|
| 115 |
+
"mean": 0.61023411299999,
|
| 116 |
+
"stdev": 0.049766250845493576,
|
| 117 |
+
"p50": 0.5849996929999861,
|
| 118 |
+
"p90": 0.6628558386000009,
|
| 119 |
+
"p95": 0.6861116968000146,
|
| 120 |
+
"p99": 0.7047163833600257,
|
| 121 |
"values": [
|
| 122 |
+
0.7093675550000285,
|
| 123 |
+
0.5849996929999861,
|
| 124 |
+
0.5845724739999696,
|
| 125 |
+
0.5791425790000062,
|
| 126 |
+
0.5930882639999595
|
| 127 |
]
|
| 128 |
},
|
| 129 |
"throughput": {
|
| 130 |
"unit": "samples/s",
|
| 131 |
+
"value": 16.387153367809454
|
| 132 |
},
|
| 133 |
"energy": null,
|
| 134 |
"efficiency": null
|
|
|
|
| 136 |
"warmup": {
|
| 137 |
"memory": {
|
| 138 |
"unit": "MB",
|
| 139 |
+
"max_ram": 2834.825216,
|
| 140 |
"max_global_vram": null,
|
| 141 |
"max_process_vram": null,
|
| 142 |
"max_reserved": null,
|
|
|
|
| 145 |
"latency": {
|
| 146 |
"unit": "s",
|
| 147 |
"count": 2,
|
| 148 |
+
"total": 1.2943672480000146,
|
| 149 |
+
"mean": 0.6471836240000073,
|
| 150 |
+
"stdev": 0.062183931000021175,
|
| 151 |
+
"p50": 0.6471836240000073,
|
| 152 |
+
"p90": 0.6969307688000242,
|
| 153 |
+
"p95": 0.7031491619000263,
|
| 154 |
+
"p99": 0.708123876380028,
|
| 155 |
"values": [
|
| 156 |
+
0.7093675550000285,
|
| 157 |
+
0.5849996929999861
|
| 158 |
]
|
| 159 |
},
|
| 160 |
"throughput": {
|
| 161 |
"unit": "samples/s",
|
| 162 |
+
"value": 6.1806261031103515
|
| 163 |
},
|
| 164 |
"energy": null,
|
| 165 |
"efficiency": null
|
|
|
|
| 167 |
"train": {
|
| 168 |
"memory": {
|
| 169 |
"unit": "MB",
|
| 170 |
+
"max_ram": 2834.825216,
|
| 171 |
"max_global_vram": null,
|
| 172 |
"max_process_vram": null,
|
| 173 |
"max_reserved": null,
|
|
|
|
| 176 |
"latency": {
|
| 177 |
"unit": "s",
|
| 178 |
"count": 3,
|
| 179 |
+
"total": 1.7568033169999353,
|
| 180 |
+
"mean": 0.5856011056666451,
|
| 181 |
+
"stdev": 0.005739575760091585,
|
| 182 |
+
"p50": 0.5845724739999696,
|
| 183 |
+
"p90": 0.5913851059999615,
|
| 184 |
+
"p95": 0.5922366849999605,
|
| 185 |
+
"p99": 0.5929179481999597,
|
| 186 |
"values": [
|
| 187 |
+
0.5845724739999696,
|
| 188 |
+
0.5791425790000062,
|
| 189 |
+
0.5930882639999595
|
| 190 |
]
|
| 191 |
},
|
| 192 |
"throughput": {
|
| 193 |
"unit": "samples/s",
|
| 194 |
+
"value": 10.245882294176395
|
| 195 |
},
|
| 196 |
"energy": null,
|
| 197 |
"efficiency": null
|