Devarshi commited on
Commit
d516237
1 Parent(s): cca1b97

End of training

Browse files
Files changed (4) hide show
  1. all_results.json +14 -14
  2. eval_results.json +9 -9
  3. train_results.json +6 -6
  4. trainer_state.json +172 -112
all_results.json CHANGED
@@ -1,16 +1,16 @@
1
  {
2
- "epoch": 3.99,
3
- "eval_accuracy": 0.9613120269133726,
4
- "eval_f1": 0.9613120269133726,
5
- "eval_loss": 0.1092575266957283,
6
- "eval_precision": 0.9613120269133726,
7
- "eval_recall": 0.9613120269133726,
8
- "eval_runtime": 58.2407,
9
- "eval_samples_per_second": 20.415,
10
- "eval_steps_per_second": 0.652,
11
- "total_flos": 1.061932048026071e+18,
12
- "train_loss": 0.4249281358108463,
13
- "train_runtime": 6173.988,
14
- "train_samples_per_second": 6.932,
15
- "train_steps_per_second": 0.054
16
  }
 
1
  {
2
+ "epoch": 4.99,
3
+ "eval_accuracy": 0.9646761984861227,
4
+ "eval_f1": 0.9646761984861227,
5
+ "eval_loss": 0.10117336362600327,
6
+ "eval_precision": 0.9646761984861227,
7
+ "eval_recall": 0.9646761984861227,
8
+ "eval_runtime": 60.8804,
9
+ "eval_samples_per_second": 19.53,
10
+ "eval_steps_per_second": 0.624,
11
+ "total_flos": 1.3278811358711808e+18,
12
+ "train_loss": 0.383831198531461,
13
+ "train_runtime": 7560.7227,
14
+ "train_samples_per_second": 7.075,
15
+ "train_steps_per_second": 0.055
16
  }
eval_results.json CHANGED
@@ -1,11 +1,11 @@
1
  {
2
- "epoch": 3.99,
3
- "eval_accuracy": 0.9613120269133726,
4
- "eval_f1": 0.9613120269133726,
5
- "eval_loss": 0.1092575266957283,
6
- "eval_precision": 0.9613120269133726,
7
- "eval_recall": 0.9613120269133726,
8
- "eval_runtime": 58.2407,
9
- "eval_samples_per_second": 20.415,
10
- "eval_steps_per_second": 0.652
11
  }
 
1
  {
2
+ "epoch": 4.99,
3
+ "eval_accuracy": 0.9646761984861227,
4
+ "eval_f1": 0.9646761984861227,
5
+ "eval_loss": 0.10117336362600327,
6
+ "eval_precision": 0.9646761984861227,
7
+ "eval_recall": 0.9646761984861227,
8
+ "eval_runtime": 60.8804,
9
+ "eval_samples_per_second": 19.53,
10
+ "eval_steps_per_second": 0.624
11
  }
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 3.99,
3
- "total_flos": 1.061932048026071e+18,
4
- "train_loss": 0.4249281358108463,
5
- "train_runtime": 6173.988,
6
- "train_samples_per_second": 6.932,
7
- "train_steps_per_second": 0.054
8
  }
 
1
  {
2
+ "epoch": 4.99,
3
+ "total_flos": 1.3278811358711808e+18,
4
+ "train_loss": 0.383831198531461,
5
+ "train_runtime": 7560.7227,
6
+ "train_samples_per_second": 7.075,
7
+ "train_steps_per_second": 0.055
8
  }
trainer_state.json CHANGED
@@ -1,271 +1,331 @@
1
  {
2
- "best_metric": 0.9613120269133726,
3
- "best_model_checkpoint": "Brain_Tumor_Classification/checkpoint-332",
4
- "epoch": 3.991044776119403,
5
- "global_step": 332,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
9
  "log_history": [
10
  {
11
  "epoch": 0.12,
12
- "learning_rate": 1.4705882352941177e-05,
13
- "loss": 1.4267,
14
  "step": 10
15
  },
16
  {
17
  "epoch": 0.24,
18
- "learning_rate": 2.9411764705882354e-05,
19
- "loss": 1.2467,
20
  "step": 20
21
  },
22
  {
23
  "epoch": 0.36,
24
- "learning_rate": 4.411764705882353e-05,
25
- "loss": 1.0154,
26
  "step": 30
27
  },
28
  {
29
  "epoch": 0.48,
30
- "learning_rate": 4.8993288590604034e-05,
31
- "loss": 0.709,
32
  "step": 40
33
  },
34
  {
35
  "epoch": 0.6,
36
- "learning_rate": 4.731543624161074e-05,
37
- "loss": 0.604,
38
  "step": 50
39
  },
40
  {
41
  "epoch": 0.72,
42
- "learning_rate": 4.5637583892617453e-05,
43
- "loss": 0.5955,
44
  "step": 60
45
  },
46
  {
47
  "epoch": 0.84,
48
- "learning_rate": 4.395973154362416e-05,
49
- "loss": 0.485,
50
  "step": 70
51
  },
52
  {
53
  "epoch": 0.96,
54
- "learning_rate": 4.228187919463087e-05,
55
- "loss": 0.4369,
56
  "step": 80
57
  },
58
  {
59
  "epoch": 0.99,
60
- "eval_accuracy": 0.9091673675357443,
61
- "eval_f1": 0.9091673675357443,
62
- "eval_loss": 0.2500155568122864,
63
- "eval_precision": 0.9091673675357443,
64
- "eval_recall": 0.9091673675357443,
65
- "eval_runtime": 64.8347,
66
- "eval_samples_per_second": 18.339,
67
- "eval_steps_per_second": 0.586,
68
  "step": 83
69
  },
70
  {
71
  "epoch": 1.08,
72
- "learning_rate": 4.060402684563759e-05,
73
- "loss": 0.4492,
74
  "step": 90
75
  },
76
  {
77
  "epoch": 1.2,
78
- "learning_rate": 3.89261744966443e-05,
79
- "loss": 0.3878,
80
  "step": 100
81
  },
82
  {
83
  "epoch": 1.32,
84
- "learning_rate": 3.724832214765101e-05,
85
- "loss": 0.3951,
86
  "step": 110
87
  },
88
  {
89
  "epoch": 1.44,
90
- "learning_rate": 3.557046979865772e-05,
91
- "loss": 0.3708,
92
  "step": 120
93
  },
94
  {
95
  "epoch": 1.56,
96
- "learning_rate": 3.389261744966443e-05,
97
- "loss": 0.342,
98
  "step": 130
99
  },
100
  {
101
  "epoch": 1.68,
102
- "learning_rate": 3.221476510067114e-05,
103
- "loss": 0.3343,
104
  "step": 140
105
  },
106
  {
107
  "epoch": 1.8,
108
- "learning_rate": 3.0536912751677856e-05,
109
- "loss": 0.314,
110
  "step": 150
111
  },
112
  {
113
  "epoch": 1.92,
114
- "learning_rate": 2.885906040268457e-05,
115
- "loss": 0.3777,
116
  "step": 160
117
  },
118
  {
119
  "epoch": 1.99,
120
- "eval_accuracy": 0.9301934398654331,
121
- "eval_f1": 0.9301934398654331,
122
- "eval_loss": 0.17629508674144745,
123
- "eval_precision": 0.9301934398654331,
124
- "eval_recall": 0.9301934398654331,
125
- "eval_runtime": 69.6074,
126
- "eval_samples_per_second": 17.082,
127
- "eval_steps_per_second": 0.546,
128
  "step": 166
129
  },
130
  {
131
  "epoch": 2.05,
132
- "learning_rate": 2.7181208053691276e-05,
133
- "loss": 0.3736,
134
  "step": 170
135
  },
136
  {
137
  "epoch": 2.17,
138
- "learning_rate": 2.550335570469799e-05,
139
- "loss": 0.3141,
140
  "step": 180
141
  },
142
  {
143
  "epoch": 2.29,
144
- "learning_rate": 2.38255033557047e-05,
145
- "loss": 0.3334,
146
  "step": 190
147
  },
148
  {
149
  "epoch": 2.41,
150
- "learning_rate": 2.2147651006711412e-05,
151
- "loss": 0.3104,
152
  "step": 200
153
  },
154
  {
155
  "epoch": 2.53,
156
- "learning_rate": 2.0469798657718122e-05,
157
- "loss": 0.266,
158
  "step": 210
159
  },
160
  {
161
  "epoch": 2.64,
162
- "learning_rate": 1.8791946308724835e-05,
163
- "loss": 0.2586,
164
  "step": 220
165
  },
166
  {
167
  "epoch": 2.76,
168
- "learning_rate": 1.7114093959731545e-05,
169
- "loss": 0.2747,
170
  "step": 230
171
  },
172
  {
173
  "epoch": 2.88,
174
- "learning_rate": 1.5436241610738255e-05,
175
- "loss": 0.2684,
176
  "step": 240
177
  },
178
  {
179
  "epoch": 2.99,
180
- "eval_accuracy": 0.9512195121951219,
181
- "eval_f1": 0.9512195121951219,
182
- "eval_loss": 0.12147016078233719,
183
- "eval_precision": 0.9512195121951219,
184
- "eval_recall": 0.9512195121951219,
185
- "eval_runtime": 62.5572,
186
- "eval_samples_per_second": 19.007,
187
- "eval_steps_per_second": 0.607,
188
  "step": 249
189
  },
190
  {
191
  "epoch": 3.01,
192
- "learning_rate": 1.3758389261744966e-05,
193
- "loss": 0.2589,
194
  "step": 250
195
  },
196
  {
197
  "epoch": 3.13,
198
- "learning_rate": 1.208053691275168e-05,
199
- "loss": 0.2467,
200
  "step": 260
201
  },
202
  {
203
  "epoch": 3.25,
204
- "learning_rate": 1.040268456375839e-05,
205
- "loss": 0.2406,
206
  "step": 270
207
  },
208
  {
209
  "epoch": 3.37,
210
- "learning_rate": 8.724832214765101e-06,
211
- "loss": 0.2289,
212
  "step": 280
213
  },
214
  {
215
  "epoch": 3.49,
216
- "learning_rate": 7.046979865771812e-06,
217
- "loss": 0.2812,
218
  "step": 290
219
  },
220
  {
221
  "epoch": 3.61,
222
- "learning_rate": 5.3691275167785235e-06,
223
- "loss": 0.2478,
224
  "step": 300
225
  },
226
  {
227
  "epoch": 3.73,
228
- "learning_rate": 3.6912751677852355e-06,
229
- "loss": 0.2235,
230
  "step": 310
231
  },
232
  {
233
  "epoch": 3.85,
234
- "learning_rate": 2.013422818791946e-06,
235
- "loss": 0.207,
236
  "step": 320
237
  },
238
  {
239
  "epoch": 3.97,
240
- "learning_rate": 3.355704697986577e-07,
241
- "loss": 0.2363,
242
  "step": 330
243
  },
244
  {
245
  "epoch": 3.99,
246
- "eval_accuracy": 0.9613120269133726,
247
- "eval_f1": 0.9613120269133726,
248
- "eval_loss": 0.1092575266957283,
249
- "eval_precision": 0.9613120269133726,
250
- "eval_recall": 0.9613120269133726,
251
- "eval_runtime": 64.3459,
252
- "eval_samples_per_second": 18.478,
253
- "eval_steps_per_second": 0.591,
254
  "step": 332
255
  },
256
  {
257
- "epoch": 3.99,
258
- "step": 332,
259
- "total_flos": 1.061932048026071e+18,
260
- "train_loss": 0.4249281358108463,
261
- "train_runtime": 6173.988,
262
- "train_samples_per_second": 6.932,
263
- "train_steps_per_second": 0.054
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
264
  }
265
  ],
266
- "max_steps": 332,
267
- "num_train_epochs": 4,
268
- "total_flos": 1.061932048026071e+18,
269
  "trial_name": null,
270
  "trial_params": null
271
  }
 
1
  {
2
+ "best_metric": 0.9646761984861227,
3
+ "best_model_checkpoint": "Brain_Tumor_Classification/checkpoint-415",
4
+ "epoch": 4.991044776119403,
5
+ "global_step": 415,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
9
  "log_history": [
10
  {
11
  "epoch": 0.12,
12
+ "learning_rate": 1.1904761904761905e-05,
13
+ "loss": 1.3844,
14
  "step": 10
15
  },
16
  {
17
  "epoch": 0.24,
18
+ "learning_rate": 2.380952380952381e-05,
19
+ "loss": 1.2375,
20
  "step": 20
21
  },
22
  {
23
  "epoch": 0.36,
24
+ "learning_rate": 3.571428571428572e-05,
25
+ "loss": 0.9742,
26
  "step": 30
27
  },
28
  {
29
  "epoch": 0.48,
30
+ "learning_rate": 4.761904761904762e-05,
31
+ "loss": 0.7601,
32
  "step": 40
33
  },
34
  {
35
  "epoch": 0.6,
36
+ "learning_rate": 4.8927613941018765e-05,
37
+ "loss": 0.7047,
38
  "step": 50
39
  },
40
  {
41
  "epoch": 0.72,
42
+ "learning_rate": 4.7587131367292224e-05,
43
+ "loss": 0.5255,
44
  "step": 60
45
  },
46
  {
47
  "epoch": 0.84,
48
+ "learning_rate": 4.624664879356568e-05,
49
+ "loss": 0.5059,
50
  "step": 70
51
  },
52
  {
53
  "epoch": 0.96,
54
+ "learning_rate": 4.490616621983915e-05,
55
+ "loss": 0.4856,
56
  "step": 80
57
  },
58
  {
59
  "epoch": 0.99,
60
+ "eval_accuracy": 0.8444070647603028,
61
+ "eval_f1": 0.8444070647603028,
62
+ "eval_loss": 0.3771306276321411,
63
+ "eval_precision": 0.8444070647603028,
64
+ "eval_recall": 0.8444070647603028,
65
+ "eval_runtime": 65.7487,
66
+ "eval_samples_per_second": 18.084,
67
+ "eval_steps_per_second": 0.578,
68
  "step": 83
69
  },
70
  {
71
  "epoch": 1.08,
72
+ "learning_rate": 4.35656836461126e-05,
73
+ "loss": 0.4626,
74
  "step": 90
75
  },
76
  {
77
  "epoch": 1.2,
78
+ "learning_rate": 4.222520107238606e-05,
79
+ "loss": 0.4249,
80
  "step": 100
81
  },
82
  {
83
  "epoch": 1.32,
84
+ "learning_rate": 4.088471849865952e-05,
85
+ "loss": 0.3855,
86
  "step": 110
87
  },
88
  {
89
  "epoch": 1.44,
90
+ "learning_rate": 3.954423592493298e-05,
91
+ "loss": 0.385,
92
  "step": 120
93
  },
94
  {
95
  "epoch": 1.56,
96
+ "learning_rate": 3.8203753351206436e-05,
97
+ "loss": 0.3522,
98
  "step": 130
99
  },
100
  {
101
  "epoch": 1.68,
102
+ "learning_rate": 3.6863270777479895e-05,
103
+ "loss": 0.367,
104
  "step": 140
105
  },
106
  {
107
  "epoch": 1.8,
108
+ "learning_rate": 3.5522788203753354e-05,
109
+ "loss": 0.3172,
110
  "step": 150
111
  },
112
  {
113
  "epoch": 1.92,
114
+ "learning_rate": 3.418230563002681e-05,
115
+ "loss": 0.3495,
116
  "step": 160
117
  },
118
  {
119
  "epoch": 1.99,
120
+ "eval_accuracy": 0.894869638351556,
121
+ "eval_f1": 0.894869638351556,
122
+ "eval_loss": 0.2608145773410797,
123
+ "eval_precision": 0.894869638351556,
124
+ "eval_recall": 0.894869638351556,
125
+ "eval_runtime": 66.7411,
126
+ "eval_samples_per_second": 17.815,
127
+ "eval_steps_per_second": 0.569,
128
  "step": 166
129
  },
130
  {
131
  "epoch": 2.05,
132
+ "learning_rate": 3.284182305630027e-05,
133
+ "loss": 0.3677,
134
  "step": 170
135
  },
136
  {
137
  "epoch": 2.17,
138
+ "learning_rate": 3.1501340482573724e-05,
139
+ "loss": 0.2809,
140
  "step": 180
141
  },
142
  {
143
  "epoch": 2.29,
144
+ "learning_rate": 3.0160857908847186e-05,
145
+ "loss": 0.297,
146
  "step": 190
147
  },
148
  {
149
  "epoch": 2.41,
150
+ "learning_rate": 2.8820375335120648e-05,
151
+ "loss": 0.3134,
152
  "step": 200
153
  },
154
  {
155
  "epoch": 2.53,
156
+ "learning_rate": 2.7479892761394104e-05,
157
+ "loss": 0.2306,
158
  "step": 210
159
  },
160
  {
161
  "epoch": 2.64,
162
+ "learning_rate": 2.6139410187667563e-05,
163
+ "loss": 0.2442,
164
  "step": 220
165
  },
166
  {
167
  "epoch": 2.76,
168
+ "learning_rate": 2.479892761394102e-05,
169
+ "loss": 0.2885,
170
  "step": 230
171
  },
172
  {
173
  "epoch": 2.88,
174
+ "learning_rate": 2.3458445040214477e-05,
175
+ "loss": 0.252,
176
  "step": 240
177
  },
178
  {
179
  "epoch": 2.99,
180
+ "eval_accuracy": 0.9486963835155593,
181
+ "eval_f1": 0.9486963835155594,
182
+ "eval_loss": 0.14449167251586914,
183
+ "eval_precision": 0.9486963835155593,
184
+ "eval_recall": 0.9486963835155593,
185
+ "eval_runtime": 64.3986,
186
+ "eval_samples_per_second": 18.463,
187
+ "eval_steps_per_second": 0.59,
188
  "step": 249
189
  },
190
  {
191
  "epoch": 3.01,
192
+ "learning_rate": 2.211796246648794e-05,
193
+ "loss": 0.2939,
194
  "step": 250
195
  },
196
  {
197
  "epoch": 3.13,
198
+ "learning_rate": 2.0777479892761395e-05,
199
+ "loss": 0.2099,
200
  "step": 260
201
  },
202
  {
203
  "epoch": 3.25,
204
+ "learning_rate": 1.9436997319034853e-05,
205
+ "loss": 0.2477,
206
  "step": 270
207
  },
208
  {
209
  "epoch": 3.37,
210
+ "learning_rate": 1.8096514745308312e-05,
211
+ "loss": 0.2674,
212
  "step": 280
213
  },
214
  {
215
  "epoch": 3.49,
216
+ "learning_rate": 1.675603217158177e-05,
217
+ "loss": 0.2538,
218
  "step": 290
219
  },
220
  {
221
  "epoch": 3.61,
222
+ "learning_rate": 1.5415549597855227e-05,
223
+ "loss": 0.2201,
224
  "step": 300
225
  },
226
  {
227
  "epoch": 3.73,
228
+ "learning_rate": 1.4075067024128689e-05,
229
+ "loss": 0.2591,
230
  "step": 310
231
  },
232
  {
233
  "epoch": 3.85,
234
+ "learning_rate": 1.2734584450402146e-05,
235
+ "loss": 0.2087,
236
  "step": 320
237
  },
238
  {
239
  "epoch": 3.97,
240
+ "learning_rate": 1.1394101876675605e-05,
241
+ "loss": 0.2364,
242
  "step": 330
243
  },
244
  {
245
  "epoch": 3.99,
246
+ "eval_accuracy": 0.95878889823381,
247
+ "eval_f1": 0.95878889823381,
248
+ "eval_loss": 0.10286473482847214,
249
+ "eval_precision": 0.95878889823381,
250
+ "eval_recall": 0.95878889823381,
251
+ "eval_runtime": 65.1006,
252
+ "eval_samples_per_second": 18.264,
253
+ "eval_steps_per_second": 0.584,
254
  "step": 332
255
  },
256
  {
257
+ "epoch": 4.1,
258
+ "learning_rate": 1.0053619302949062e-05,
259
+ "loss": 0.2312,
260
+ "step": 340
261
+ },
262
+ {
263
+ "epoch": 4.21,
264
+ "learning_rate": 8.71313672922252e-06,
265
+ "loss": 0.2011,
266
+ "step": 350
267
+ },
268
+ {
269
+ "epoch": 4.33,
270
+ "learning_rate": 7.372654155495978e-06,
271
+ "loss": 0.1961,
272
+ "step": 360
273
+ },
274
+ {
275
+ "epoch": 4.45,
276
+ "learning_rate": 6.032171581769437e-06,
277
+ "loss": 0.2277,
278
+ "step": 370
279
+ },
280
+ {
281
+ "epoch": 4.57,
282
+ "learning_rate": 4.691689008042896e-06,
283
+ "loss": 0.2084,
284
+ "step": 380
285
+ },
286
+ {
287
+ "epoch": 4.69,
288
+ "learning_rate": 3.351206434316354e-06,
289
+ "loss": 0.2478,
290
+ "step": 390
291
+ },
292
+ {
293
+ "epoch": 4.81,
294
+ "learning_rate": 2.0107238605898126e-06,
295
+ "loss": 0.1992,
296
+ "step": 400
297
+ },
298
+ {
299
+ "epoch": 4.93,
300
+ "learning_rate": 6.702412868632708e-07,
301
+ "loss": 0.2178,
302
+ "step": 410
303
+ },
304
+ {
305
+ "epoch": 4.99,
306
+ "eval_accuracy": 0.9646761984861227,
307
+ "eval_f1": 0.9646761984861227,
308
+ "eval_loss": 0.10117336362600327,
309
+ "eval_precision": 0.9646761984861227,
310
+ "eval_recall": 0.9646761984861227,
311
+ "eval_runtime": 66.0046,
312
+ "eval_samples_per_second": 18.014,
313
+ "eval_steps_per_second": 0.576,
314
+ "step": 415
315
+ },
316
+ {
317
+ "epoch": 4.99,
318
+ "step": 415,
319
+ "total_flos": 1.3278811358711808e+18,
320
+ "train_loss": 0.383831198531461,
321
+ "train_runtime": 7560.7227,
322
+ "train_samples_per_second": 7.075,
323
+ "train_steps_per_second": 0.055
324
  }
325
  ],
326
+ "max_steps": 415,
327
+ "num_train_epochs": 5,
328
+ "total_flos": 1.3278811358711808e+18,
329
  "trial_name": null,
330
  "trial_params": null
331
  }