MazenAmria commited on
Commit
a0f22f7
1 Parent(s): 013d521

Model save

Browse files
Files changed (30) hide show
  1. .gitignore +1 -0
  2. config.json +244 -0
  3. preprocessor_config.json +17 -0
  4. pytorch_model.bin +3 -0
  5. runs/Dec23_15-50-34_3fac9c23ed27/1671810679.267978/events.out.tfevents.1671810679.3fac9c23ed27.23.1 +3 -0
  6. runs/Dec23_15-50-34_3fac9c23ed27/1671810752.7086775/events.out.tfevents.1671810752.3fac9c23ed27.23.2 +3 -0
  7. runs/Dec23_15-50-34_3fac9c23ed27/1671810923.821474/events.out.tfevents.1671810923.3fac9c23ed27.23.3 +3 -0
  8. runs/Dec23_15-50-34_3fac9c23ed27/events.out.tfevents.1671810679.3fac9c23ed27.23.0 +3 -0
  9. runs/Dec23_15-56-57_3fac9c23ed27/1671811080.239307/events.out.tfevents.1671811080.3fac9c23ed27.23.5 +3 -0
  10. runs/Dec23_15-56-57_3fac9c23ed27/events.out.tfevents.1671811080.3fac9c23ed27.23.4 +3 -0
  11. runs/Dec23_16-07-44_3fac9c23ed27/1671811678.9927373/events.out.tfevents.1671811678.3fac9c23ed27.23.7 +3 -0
  12. runs/Dec23_16-07-44_3fac9c23ed27/events.out.tfevents.1671811678.3fac9c23ed27.23.6 +3 -0
  13. runs/Dec23_17-10-17_3fac9c23ed27/1671815428.880131/events.out.tfevents.1671815428.3fac9c23ed27.23.9 +3 -0
  14. runs/Dec23_17-10-17_3fac9c23ed27/1671815718.9645312/events.out.tfevents.1671815718.3fac9c23ed27.23.10 +3 -0
  15. runs/Dec23_17-10-17_3fac9c23ed27/1671815886.1665447/events.out.tfevents.1671815886.3fac9c23ed27.23.11 +3 -0
  16. runs/Dec23_17-10-17_3fac9c23ed27/1671815960.0131462/events.out.tfevents.1671815960.3fac9c23ed27.23.12 +3 -0
  17. runs/Dec23_17-10-17_3fac9c23ed27/1671815978.4683986/events.out.tfevents.1671815978.3fac9c23ed27.23.13 +3 -0
  18. runs/Dec23_17-10-17_3fac9c23ed27/events.out.tfevents.1671815428.3fac9c23ed27.23.8 +3 -0
  19. runs/Dec23_17-26-21_1729468fd646/1671816390.1277523/events.out.tfevents.1671816390.1729468fd646.23.1 +3 -0
  20. runs/Dec23_17-26-21_1729468fd646/1671816436.7752995/events.out.tfevents.1671816436.1729468fd646.23.2 +3 -0
  21. runs/Dec23_17-26-21_1729468fd646/events.out.tfevents.1671816390.1729468fd646.23.0 +3 -0
  22. runs/Dec23_17-27-49_1729468fd646/1671816476.0449195/events.out.tfevents.1671816476.1729468fd646.23.4 +3 -0
  23. runs/Dec23_17-27-49_1729468fd646/events.out.tfevents.1671816476.1729468fd646.23.3 +3 -0
  24. runs/Dec23_17-53-24_9f2aa0a785d5/1671818008.6236646/events.out.tfevents.1671818008.9f2aa0a785d5.23.1 +3 -0
  25. runs/Dec23_17-53-24_9f2aa0a785d5/events.out.tfevents.1671818008.9f2aa0a785d5.23.0 +3 -0
  26. runs/Dec23_18-00-12_9f2aa0a785d5/1671818420.1266727/events.out.tfevents.1671818420.9f2aa0a785d5.23.3 +3 -0
  27. runs/Dec23_18-00-12_9f2aa0a785d5/events.out.tfevents.1671818420.9f2aa0a785d5.23.2 +3 -0
  28. runs/Dec23_19-02-37_9f2aa0a785d5/1671822573.5939565/events.out.tfevents.1671822573.9f2aa0a785d5.23.5 +3 -0
  29. runs/Dec23_19-02-37_9f2aa0a785d5/events.out.tfevents.1671822573.9f2aa0a785d5.23.4 +3 -0
  30. training_args.bin +3 -0
.gitignore ADDED
@@ -0,0 +1 @@
 
1
+ checkpoint-*/
config.json ADDED
@@ -0,0 +1,244 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "microsoft/swin-tiny-patch4-window7-224",
3
+ "architectures": [
4
+ "SwinForImageClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.0,
7
+ "depths": [
8
+ 2,
9
+ 2,
10
+ 6,
11
+ 2
12
+ ],
13
+ "drop_path_rate": 0.1,
14
+ "embed_dim": 96,
15
+ "encoder_stride": 32,
16
+ "hidden_act": "gelu",
17
+ "hidden_dropout_prob": 0.0,
18
+ "hidden_size": 768,
19
+ "id2label": {
20
+ "0": "apple",
21
+ "1": "aquarium_fish",
22
+ "10": "bowl",
23
+ "11": "boy",
24
+ "12": "bridge",
25
+ "13": "bus",
26
+ "14": "butterfly",
27
+ "15": "camel",
28
+ "16": "can",
29
+ "17": "castle",
30
+ "18": "caterpillar",
31
+ "19": "cattle",
32
+ "2": "baby",
33
+ "20": "chair",
34
+ "21": "chimpanzee",
35
+ "22": "clock",
36
+ "23": "cloud",
37
+ "24": "cockroach",
38
+ "25": "couch",
39
+ "26": "cra",
40
+ "27": "crocodile",
41
+ "28": "cup",
42
+ "29": "dinosaur",
43
+ "3": "bear",
44
+ "30": "dolphin",
45
+ "31": "elephant",
46
+ "32": "flatfish",
47
+ "33": "forest",
48
+ "34": "fox",
49
+ "35": "girl",
50
+ "36": "hamster",
51
+ "37": "house",
52
+ "38": "kangaroo",
53
+ "39": "keyboard",
54
+ "4": "beaver",
55
+ "40": "lamp",
56
+ "41": "lawn_mower",
57
+ "42": "leopard",
58
+ "43": "lion",
59
+ "44": "lizard",
60
+ "45": "lobster",
61
+ "46": "man",
62
+ "47": "maple_tree",
63
+ "48": "motorcycle",
64
+ "49": "mountain",
65
+ "5": "bed",
66
+ "50": "mouse",
67
+ "51": "mushroom",
68
+ "52": "oak_tree",
69
+ "53": "orange",
70
+ "54": "orchid",
71
+ "55": "otter",
72
+ "56": "palm_tree",
73
+ "57": "pear",
74
+ "58": "pickup_truck",
75
+ "59": "pine_tree",
76
+ "6": "bee",
77
+ "60": "plain",
78
+ "61": "plate",
79
+ "62": "poppy",
80
+ "63": "porcupine",
81
+ "64": "possum",
82
+ "65": "rabbit",
83
+ "66": "raccoon",
84
+ "67": "ray",
85
+ "68": "road",
86
+ "69": "rocket",
87
+ "7": "beetle",
88
+ "70": "rose",
89
+ "71": "sea",
90
+ "72": "seal",
91
+ "73": "shark",
92
+ "74": "shrew",
93
+ "75": "skunk",
94
+ "76": "skyscraper",
95
+ "77": "snail",
96
+ "78": "snake",
97
+ "79": "spider",
98
+ "8": "bicycle",
99
+ "80": "squirrel",
100
+ "81": "streetcar",
101
+ "82": "sunflower",
102
+ "83": "sweet_pepper",
103
+ "84": "table",
104
+ "85": "tank",
105
+ "86": "telephone",
106
+ "87": "television",
107
+ "88": "tiger",
108
+ "89": "tractor",
109
+ "9": "bottle",
110
+ "90": "train",
111
+ "91": "trout",
112
+ "92": "tulip",
113
+ "93": "turtle",
114
+ "94": "wardrobe",
115
+ "95": "whale",
116
+ "96": "willow_tree",
117
+ "97": "wolf",
118
+ "98": "woman",
119
+ "99": "worm"
120
+ },
121
+ "image_size": 224,
122
+ "initializer_range": 0.02,
123
+ "label2id": {
124
+ "apple": "0",
125
+ "aquarium_fish": "1",
126
+ "baby": "2",
127
+ "bear": "3",
128
+ "beaver": "4",
129
+ "bed": "5",
130
+ "bee": "6",
131
+ "beetle": "7",
132
+ "bicycle": "8",
133
+ "bottle": "9",
134
+ "bowl": "10",
135
+ "boy": "11",
136
+ "bridge": "12",
137
+ "bus": "13",
138
+ "butterfly": "14",
139
+ "camel": "15",
140
+ "can": "16",
141
+ "castle": "17",
142
+ "caterpillar": "18",
143
+ "cattle": "19",
144
+ "chair": "20",
145
+ "chimpanzee": "21",
146
+ "clock": "22",
147
+ "cloud": "23",
148
+ "cockroach": "24",
149
+ "couch": "25",
150
+ "cra": "26",
151
+ "crocodile": "27",
152
+ "cup": "28",
153
+ "dinosaur": "29",
154
+ "dolphin": "30",
155
+ "elephant": "31",
156
+ "flatfish": "32",
157
+ "forest": "33",
158
+ "fox": "34",
159
+ "girl": "35",
160
+ "hamster": "36",
161
+ "house": "37",
162
+ "kangaroo": "38",
163
+ "keyboard": "39",
164
+ "lamp": "40",
165
+ "lawn_mower": "41",
166
+ "leopard": "42",
167
+ "lion": "43",
168
+ "lizard": "44",
169
+ "lobster": "45",
170
+ "man": "46",
171
+ "maple_tree": "47",
172
+ "motorcycle": "48",
173
+ "mountain": "49",
174
+ "mouse": "50",
175
+ "mushroom": "51",
176
+ "oak_tree": "52",
177
+ "orange": "53",
178
+ "orchid": "54",
179
+ "otter": "55",
180
+ "palm_tree": "56",
181
+ "pear": "57",
182
+ "pickup_truck": "58",
183
+ "pine_tree": "59",
184
+ "plain": "60",
185
+ "plate": "61",
186
+ "poppy": "62",
187
+ "porcupine": "63",
188
+ "possum": "64",
189
+ "rabbit": "65",
190
+ "raccoon": "66",
191
+ "ray": "67",
192
+ "road": "68",
193
+ "rocket": "69",
194
+ "rose": "70",
195
+ "sea": "71",
196
+ "seal": "72",
197
+ "shark": "73",
198
+ "shrew": "74",
199
+ "skunk": "75",
200
+ "skyscraper": "76",
201
+ "snail": "77",
202
+ "snake": "78",
203
+ "spider": "79",
204
+ "squirrel": "80",
205
+ "streetcar": "81",
206
+ "sunflower": "82",
207
+ "sweet_pepper": "83",
208
+ "table": "84",
209
+ "tank": "85",
210
+ "telephone": "86",
211
+ "television": "87",
212
+ "tiger": "88",
213
+ "tractor": "89",
214
+ "train": "90",
215
+ "trout": "91",
216
+ "tulip": "92",
217
+ "turtle": "93",
218
+ "wardrobe": "94",
219
+ "whale": "95",
220
+ "willow_tree": "96",
221
+ "wolf": "97",
222
+ "woman": "98",
223
+ "worm": "99"
224
+ },
225
+ "layer_norm_eps": 1e-05,
226
+ "mlp_ratio": 4.0,
227
+ "model_type": "swin",
228
+ "num_channels": 3,
229
+ "num_heads": [
230
+ 3,
231
+ 6,
232
+ 12,
233
+ 24
234
+ ],
235
+ "num_layers": 4,
236
+ "patch_size": 4,
237
+ "path_norm": true,
238
+ "problem_type": "single_label_classification",
239
+ "qkv_bias": true,
240
+ "torch_dtype": "float32",
241
+ "transformers_version": "4.20.1",
242
+ "use_absolute_embeddings": false,
243
+ "window_size": 7
244
+ }
preprocessor_config.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_normalize": true,
3
+ "do_resize": true,
4
+ "feature_extractor_type": "ViTFeatureExtractor",
5
+ "image_mean": [
6
+ 0.485,
7
+ 0.456,
8
+ 0.406
9
+ ],
10
+ "image_std": [
11
+ 0.229,
12
+ 0.224,
13
+ 0.225
14
+ ],
15
+ "resample": 3,
16
+ "size": 224
17
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:baa87f4c1ffe36c11a1fa3f67e3e6bceb22f0891fe2b34a83d3b03bf4a9de91e
3
+ size 110694319
runs/Dec23_15-50-34_3fac9c23ed27/1671810679.267978/events.out.tfevents.1671810679.3fac9c23ed27.23.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7dd9350f7d73dd8ea031d4698f37cbda7f9eacada4411367ceed02e1bbc0bf42
3
+ size 5369
runs/Dec23_15-50-34_3fac9c23ed27/1671810752.7086775/events.out.tfevents.1671810752.3fac9c23ed27.23.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:adbbc9134148eb086e5af5900723061593fb1f5d4cfcce3afc3e9d90f6715d21
3
+ size 5369
runs/Dec23_15-50-34_3fac9c23ed27/1671810923.821474/events.out.tfevents.1671810923.3fac9c23ed27.23.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f9bda2fb2c733457d41f5bf521b319ed8a940707ce043717b3eb1f9ea1245c6b
3
+ size 5369
runs/Dec23_15-50-34_3fac9c23ed27/events.out.tfevents.1671810679.3fac9c23ed27.23.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:57ccf5c9a0b07d9b21e370bae763106cc42cd9d8373e910c2a381062c7e815e6
3
+ size 23752
runs/Dec23_15-56-57_3fac9c23ed27/1671811080.239307/events.out.tfevents.1671811080.3fac9c23ed27.23.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b5d3981da1f3fc24f1cb07f4f81618e362843067169783bb28f28616f2f41c17
3
+ size 5360
runs/Dec23_15-56-57_3fac9c23ed27/events.out.tfevents.1671811080.3fac9c23ed27.23.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f96da385b3223d5ab7e3b77606ede13a226325f9dfa98a9c8e7a1d13ebe719bf
3
+ size 31179
runs/Dec23_16-07-44_3fac9c23ed27/1671811678.9927373/events.out.tfevents.1671811678.3fac9c23ed27.23.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:45297743c6747df0e9ac5048c656011ad69815f8dcfbcb6178ef5d24760475ef
3
+ size 5360
runs/Dec23_16-07-44_3fac9c23ed27/events.out.tfevents.1671811678.3fac9c23ed27.23.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:98aaecdbc6836724f939b8fcdd4f3d07a3678fad3f3347bf22089fd0801e5079
3
+ size 46462
runs/Dec23_17-10-17_3fac9c23ed27/1671815428.880131/events.out.tfevents.1671815428.3fac9c23ed27.23.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d055d30b5e3a69507a40d9e4814c792b57bbf0c5260c1371e61e79f4333e752f
3
+ size 5360
runs/Dec23_17-10-17_3fac9c23ed27/1671815718.9645312/events.out.tfevents.1671815718.3fac9c23ed27.23.10 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3135d2be45d70af12624d2b3b5bc036bde573d8ea58128dd3fe3b8dcdd9c86ce
3
+ size 5360
runs/Dec23_17-10-17_3fac9c23ed27/1671815886.1665447/events.out.tfevents.1671815886.3fac9c23ed27.23.11 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9c557f7c68ff932a7cc6175ee0837adee3ef0499fd6cea8cded4fad015a09e32
3
+ size 5360
runs/Dec23_17-10-17_3fac9c23ed27/1671815960.0131462/events.out.tfevents.1671815960.3fac9c23ed27.23.12 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:42f03f19b8179cc93294119d5c3ab81ae2e62551bf173b6b8dcdc54e96981a06
3
+ size 5360
runs/Dec23_17-10-17_3fac9c23ed27/1671815978.4683986/events.out.tfevents.1671815978.3fac9c23ed27.23.13 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f394c70e4344d5699b7041c3978cea2c2279ad207ce0dd7e6acf8fbdf1811199
3
+ size 5360
runs/Dec23_17-10-17_3fac9c23ed27/events.out.tfevents.1671815428.3fac9c23ed27.23.8 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f981524cc0412981939a34c2d4a1e85df2df5936a746a2f6622f0b8d9aeebbbe
3
+ size 42534
runs/Dec23_17-26-21_1729468fd646/1671816390.1277523/events.out.tfevents.1671816390.1729468fd646.23.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a53b6d9d864632d94e7b75433b882f0c8d4cf5165c5c6309f86244f8ca635e3f
3
+ size 5369
runs/Dec23_17-26-21_1729468fd646/1671816436.7752995/events.out.tfevents.1671816436.1729468fd646.23.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d0bfb10615d84395249944e7e179a768fdae44474a198814c6732749bcb5ca23
3
+ size 5369
runs/Dec23_17-26-21_1729468fd646/events.out.tfevents.1671816390.1729468fd646.23.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d958b1f610e7162b1a0f724d1ed02c4456461261d8cbfe3d0d1cec3e9b1e706f
3
+ size 15762
runs/Dec23_17-27-49_1729468fd646/1671816476.0449195/events.out.tfevents.1671816476.1729468fd646.23.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b2ad3011318036f063685aa9b0b2027ca206ba0cca9c17db753f24b9382af926
3
+ size 5360
runs/Dec23_17-27-49_1729468fd646/events.out.tfevents.1671816476.1729468fd646.23.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:25ca64ab011e9db060f52956ab568f0418c7af1aa5a4eec06cc70398a5a72d04
3
+ size 57769
runs/Dec23_17-53-24_9f2aa0a785d5/1671818008.6236646/events.out.tfevents.1671818008.9f2aa0a785d5.23.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:198d43b92c8ef7cce82555f472b8c984781f732664152646b530d9fcf05df9c9
3
+ size 5360
runs/Dec23_17-53-24_9f2aa0a785d5/events.out.tfevents.1671818008.9f2aa0a785d5.23.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4f41752e374dad4523b34ebcc6d03a58f08da84d539ef31c9fb3bc387e83794a
3
+ size 7811
runs/Dec23_18-00-12_9f2aa0a785d5/1671818420.1266727/events.out.tfevents.1671818420.9f2aa0a785d5.23.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d78184c511157449db58494474c1079a9ab1f5eb457878ebdea77b52797a6f8f
3
+ size 5360
runs/Dec23_18-00-12_9f2aa0a785d5/events.out.tfevents.1671818420.9f2aa0a785d5.23.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8c574f3ab7f8c4048cc064183c7bb0d88307d669d3a1fbc7f3ca85bf0fac0d94
3
+ size 132371
runs/Dec23_19-02-37_9f2aa0a785d5/1671822573.5939565/events.out.tfevents.1671822573.9f2aa0a785d5.23.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4284997cda7c34475a95247c9f62b0479e11a1893f9d471aeebceaa7e9f4e7af
3
+ size 5360
runs/Dec23_19-02-37_9f2aa0a785d5/events.out.tfevents.1671822573.9f2aa0a785d5.23.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e8a388cf65b958c6dcbcfcd9b18310e62e734ad4a215dff4f164b7e47861f831
3
+ size 8214
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c6a88ce8c891da2ff90a501756ec314ef82df73a0aebc80b0d267708bdfc5294
3
+ size 3311