DeepQuantom-CNN/data/notebook1/qccnn_metrics.csv

1		epoch	train_acc	valid_acc	train_loss	valid_loss
2	0	1	0.1215	0.13911290322580644	2.2994362659454346	2.2962988422762964
3	1	2	0.1315	0.13961693548387097	2.2954690437316896	2.292419025974889
4	2	3	0.131125	0.14415322580645162	2.291143556594849	2.287966820501512
5	3	4	0.146375	0.17389112903225806	2.286184164047241	2.282764765524095
6	4	5	0.1875	0.21673387096774194	2.2804467220306397	2.2767466883505545
7	5	6	0.219	0.23840725806451613	2.2737843685150145	2.2697596165441696
8	6	7	0.24575	0.2545362903225806	2.2662400951385497	2.2620493750418387
9	7	8	0.259875	0.26713709677419356	2.258097940444946	2.253772558704499
10	8	9	0.273375	0.2777217741935484	2.2492536945343016	2.2445271015167236
11	9	10	0.280375	0.2852822580645161	2.2395467834472655	2.23451074477165
12	10	11	0.285625	0.2928427419354839	2.229051923751831	2.2236733052038375
13	11	12	0.289375	0.3009072580645161	2.217642681121826	2.211806551102669
14	12	13	0.2925	0.3059475806451613	2.2051695384979246	2.1988632525167158
15	13	14	0.3005	0.31401209677419356	2.191632984161377	2.184916696240825
16	14	15	0.307625	0.3190524193548387	2.177080352783203	2.1699939927747174
17	15	16	0.31475	0.32661290322580644	2.1617035732269287	2.154274594399237
18	16	17	0.324375	0.33669354838709675	2.1454536323547364	2.137657903855847
19	17	18	0.33425	0.3492943548387097	2.1283075218200684	2.1201615025920253
20	18	19	0.346	0.3543346774193548	2.1103073444366456	2.101869137056412
21	19	20	0.355625	0.36139112903225806	2.0914604625701902	2.082827591126965
22	20	21	0.36425	0.3744959677419355	2.07192400932312	2.0630929239334597
23	21	22	0.375875	0.3845766129032258	2.0517363929748536	2.0428036105248237
24	22	23	0.391625	0.38860887096774194	2.0306142234802245	2.0211011786614694
25	23	24	0.400125	0.39818548387096775	2.0082922859191896	1.9985833783303537
26	24	25	0.408	0.4112903225806452	1.9854329137802125	1.9757458048482095
27	25	26	0.42625	0.4223790322580645	1.9622337512969972	1.9526337731269099
28	26	27	0.439375	0.4344758064516129	1.9389575738906861	1.9296249574230564
29	27	28	0.453625	0.45161290322580644	1.915809326171875	1.9069248053335375
30	28	29	0.4645	0.4647177419354839	1.8931884660720826	1.8852111024241294
31	29	30	0.48225	0.4793346774193548	1.8715446243286133	1.864318436191928
32	30	31	0.49625	0.4964717741935484	1.8502387409210206	1.8436050107402187
33	31	32	0.5065	0.5055443548387096	1.8292001953125	1.8231484774620301
34	32	33	0.517125	0.5176411290322581	1.8084338426589965	1.803041677321157
35	33	34	0.52325	0.5277217741935484	1.7879485759735108	1.783097255614496
36	34	35	0.53	0.5378024193548387	1.7677984762191772	1.7635626869816934
37	35	36	0.535	0.5453629032258065	1.7479567470550537	1.744220237578115
38	36	37	0.541625	0.5549395161290323	1.7283806810379028	1.7252193420164046
39	37	38	0.544125	0.5559475806451613	1.7091094169616698	1.7063850664323377
40	38	39	0.549125	0.5599798387096774	1.6901618919372559	1.6879066613412672
41	39	40	0.551375	0.5599798387096774	1.671484694480896	1.6696713701371224
42	40	41	0.5555	0.563508064516129	1.6531043968200683	1.6517307912149737
43	41	42	0.558625	0.5625	1.6350322847366332	1.63402340104503
44	42	43	0.56225	0.5650201612903226	1.6171993026733398	1.6166569571341238
45	43	44	0.56475	0.5705645161290323	1.5996744918823242	1.599457117819017
46	44	45	0.56725	0.5745967741935484	1.582391369819641	1.5826167329665153
47	45	46	0.56925	0.578125	1.565437801361084	1.5659622684601815
48	46	47	0.5725	0.5821572580645161	1.5488249864578247	1.5496453277526363
49	47	48	0.577375	0.5882056451612904	1.5325160312652588	1.5336923753061602
50	48	49	0.580875	0.5887096774193549	1.5165019807815552	1.517949192754684
51	49	50	0.5835	0.592741935483871	1.5008234214782714	1.5026460270727835
52	50	51	0.587625	0.5942540322580645	1.4854653367996216	1.4876295328140259
53	51	52	0.59025	0.5967741935483871	1.4704552068710328	1.4728181054515224
54	52	53	0.59325	0.5987903225806451	1.4557433385849	1.458426821616388
55	53	54	0.59775	0.6018145161290323	1.4412962770462037	1.444208675815213
56	54	55	0.599	0.6043346774193549	1.4271790990829467	1.4302602352634552
57	55	56	0.603375	0.6073588709677419	1.413344744682312	1.4167990799873107
58	56	57	0.60475	0.6088709677419355	1.399751398086548	1.403433249842736
59	57	58	0.605375	0.6078629032258065	1.3865319805145264	1.3904031053666146
60	58	59	0.609	0.6139112903225806	1.3735272750854493	1.377613325272837
61	59	60	0.612625	0.6149193548387096	1.3608940534591676	1.365165122093693
62	60	61	0.6115	0.6159274193548387	1.3484864072799683	1.3528481221968127
63	61	62	0.61675	0.6174395161290323	1.336387601852417	1.3409915893308577
64	62	63	0.61925	0.6224798387096774	1.3245454511642456	1.3292654368185228
65	63	64	0.6195	0.6219758064516129	1.3130418148040772	1.3178323161217473
66	64	65	0.62175	0.625	1.3018244409561157	1.3068867191191642
67	65	66	0.619625	0.6285282258064516	1.2908827781677246	1.2960479144127137
68	66	67	0.624875	0.6320564516129032	1.280132685661316	1.2856402858611076
69	67	68	0.628125	0.6340725806451613	1.269790210723877	1.2754480492684148
70	68	69	0.629625	0.6355846774193549	1.2596829872131348	1.2656278571774882
71	69	70	0.631375	0.6355846774193549	1.2498386840820312	1.2559421447015577
72	70	71	0.634625	0.6381048387096774	1.2401880674362182	1.2465571664994763
73	71	72	0.6375	0.6391129032258065	1.2308154535293578	1.2373968516626666
74	72	73	0.63875	0.641633064516129	1.2216322231292724	1.2282294342594762
75	73	74	0.63925	0.6456653225806451	1.2126117010116577	1.2194932237748177
76	74	75	0.643125	0.6466733870967742	1.203775236606598	1.2108894163562405
77	75	76	0.644375	0.6476814516129032	1.1951829042434692	1.202394124000303
78	76	77	0.6475	0.6491935483870968	1.186753659248352	1.194100179979878
79	77	78	0.6465	0.6522177419354839	1.1784684700965882	1.1859096673227125
80	78	79	0.649	0.6542338709677419	1.1703361749649048	1.1779528202549103
81	79	80	0.651875	0.6542338709677419	1.1624444012641906	1.1701776442989227
82	80	81	0.653125	0.6582661290322581	1.1546931166648864	1.1626224940822971
83	81	82	0.653125	0.6587701612903226	1.1470582790374755	1.1550410889810132
84	82	83	0.654	0.6607862903225806	1.1396855545043945	1.1476824764282472
85	83	84	0.655875	0.6617943548387096	1.1323486375808716	1.1406203989059693
86	84	85	0.658	0.6643145161290323	1.125270540714264	1.1335360580875027
87	85	86	0.659625	0.6628024193548387	1.1182686052322388	1.126621336706223
88	86	87	0.66	0.6648185483870968	1.1114986963272095	1.1200633625830374
89	87	88	0.661	0.6663306451612904	1.1047987685203553	1.1135425183080858
90	88	89	0.6635	0.6688508064516129	1.0982611293792726	1.106997953307244
91	89	90	0.66275	0.6688508064516129	1.091855441093445	1.1006957254102152
92	90	91	0.66325	0.6693548387096774	1.0856131625175476	1.094538063772263
93	91	92	0.665625	0.6703629032258065	1.0794748363494873	1.0886086956147225
94	92	93	0.666625	0.6733870967741935	1.0734693059921265	1.0826746821403503
95	93	94	0.668125	0.6733870967741935	1.0676067352294922	1.0768843043235041
96	94	95	0.669125	0.6738911290322581	1.0618546113967895	1.0711192661716091
97	95	96	0.671125	0.6774193548387096	1.0562082052230835	1.0656764238111434
98	96	97	0.67175	0.6784274193548387	1.0506598744392395	1.0601151220260128
99	97	98	0.672625	0.6794354838709677	1.0452682275772094	1.0548813016183916
100	98	99	0.674	0.6799395161290323	1.0399493350982667	1.0497964024543762
101	99	100	0.67325	0.6794354838709677	1.0347766313552857	1.0446532407114584
102	100	101	0.67475	0.6819556451612904	1.0296481556892394	1.0396164578776206
103	101	102	0.674375	0.6839717741935484	1.0246238408088684	1.0346691762247393
104	102	103	0.67525	0.6829637096774194	1.0197482237815856	1.029731248655627
105	103	104	0.6745	0.6829637096774194	1.0149168734550476	1.0252621692995871
106	104	105	0.678125	0.6834677419354839	1.0101945099830627	1.020597752063505
107	105	106	0.67975	0.6839717741935484	1.0055854954719543	1.0160219111750204
108	106	107	0.6795	0.6854838709677419	1.0010400891304017	1.0116111886116765
109	107	108	0.681375	0.686491935483871	0.9965713710784913	1.0071950151074318
110	108	109	0.68125	0.6869959677419355	0.9922126636505127	1.0028121971314954
111	109	110	0.681375	0.6880040322580645	0.9879434671401978	0.9986830353736877
112	110	111	0.68175	0.6869959677419355	0.9837961916923523	0.9946581202168618
113	111	112	0.684375	0.6875	0.9796138510704041	0.990628880839194
114	112	113	0.685125	0.688508064516129	0.9756045699119568	0.9866079245844195
115	113	114	0.685375	0.6910282258064516	0.9716196494102478	0.9828000722392913
116	114	115	0.686625	0.6895161290322581	0.9677372722625732	0.9789725195976996
117	115	116	0.687375	0.6905241935483871	0.9639245367050171	0.975317164774864
118	116	117	0.68925	0.6915322580645161	0.9601790170669555	0.9715883827978565
119	117	118	0.689	0.6930443548387096	0.956425968170166	0.9680932298783334
120	118	119	0.690125	0.6935483870967742	0.952827691078186	0.9643264874335258
121	119	120	0.690875	0.6935483870967742	0.9492517051696777	0.9609165999197191
122	120	121	0.690625	0.6945564516129032	0.9457731461524963	0.9575602777542607
123	121	122	0.69175	0.6935483870967742	0.9423812623023987	0.9542995287526038
124	122	123	0.692875	0.6945564516129032	0.9390010900497436	0.9510409312863504
125	123	124	0.69225	0.6945564516129032	0.9357251935005187	0.9475877458049405
126	124	125	0.693375	0.6960685483870968	0.9324176440238953	0.9446922502210063
127	125	126	0.69375	0.6950604838709677	0.9292395553588867	0.9415605125888702
128	126	127	0.695	0.6955645161290323	0.9261158475875855	0.9386789721827353
129	127	128	0.695875	0.6965725806451613	0.9230113167762757	0.9354673143356077
130	128	129	0.695625	0.6965725806451613	0.9199704284667969	0.9326385644174391
131	129	130	0.698	0.6990927419354839	0.9169738178253174	0.9296127423163383
132	130	131	0.69825	0.6990927419354839	0.914035587310791	0.9267874552357581
133	131	132	0.699625	0.7011088709677419	0.911120108127594	0.9239747562716084
134	132	133	0.700375	0.702116935483871	0.9083166060447693	0.9210704103592904
135	133	134	0.70075	0.7011088709677419	0.9054644536972046	0.9185041842922088
136	134	135	0.70075	0.703125	0.9027156043052673	0.9157347275364783
137	135	136	0.702625	0.7036290322580645	0.900005410194397	0.9132899411263005
138	136	137	0.70275	0.7056451612903226	0.8972614641189576	0.9106743489542315
139	137	138	0.70275	0.7056451612903226	0.8946779494285584	0.9080144551492506
140	138	139	0.70375	0.7061491935483871	0.892083411693573	0.9054546144700819
141	139	140	0.70325	0.7076612903225806	0.889473002910614	0.9029751285429923
142	140	141	0.70425	0.7096774193548387	0.8869171915054321	0.900688442491716
143	141	142	0.7055	0.7106854838709677	0.884443877696991	0.8982408661996165
144	142	143	0.706875	0.7111895161290323	0.8820495915412903	0.8957307627124171
145	143	144	0.7065	0.7127016129032258	0.879635244846344	0.8934319442318331
146	144	145	0.708125	0.7127016129032258	0.8772288813591004	0.891202824731027
147	145	146	0.70825	0.7121975806451613	0.8748927502632141	0.8891142837462886
148	146	147	0.709125	0.7137096774193549	0.8725756340026856	0.8869536442141379
149	147	148	0.708375	0.7132056451612904	0.870391480922699	0.8846976872413389
150	148	149	0.7085	0.7142137096774194	0.8681660056114197	0.8825226926034496
151	149	150	0.71025	0.7142137096774194	0.8659466218948364	0.8804026880571919
152	150	151	0.71125	0.7142137096774194	0.8638289608955383	0.8783612155145214
153	151	152	0.71075	0.7157258064516129	0.8616919384002686	0.8763706049611492
154	152	153	0.71125	0.7157258064516129	0.8596516556739807	0.8743986660434354
155	153	154	0.712625	0.717741935483871	0.8575747289657593	0.872211996586092
156	154	155	0.714	0.717741935483871	0.8555127258300781	0.8702810598957923
157	155	156	0.713125	0.7182459677419355	0.8534695153236389	0.8684122081725828
158	156	157	0.714125	0.71875	0.8515036516189575	0.8665949798399403
159	157	158	0.715375	0.7202620967741935	0.8495421195030213	0.8648676430025408
160	158	159	0.716625	0.719758064516129	0.8475947918891906	0.8630878444640867
161	159	160	0.714875	0.719758064516129	0.8457594075202942	0.8612364319063002
162	160	161	0.71625	0.7202620967741935	0.8438195013999938	0.8592782808888343
163	161	162	0.71575	0.719758064516129	0.841957872390747	0.8577254222285363
164	162	163	0.717625	0.71875	0.8400682926177978	0.8558900587020382
165	163	164	0.71825	0.7212701612903226	0.8382584028244019	0.854131652462867
166	164	165	0.717625	0.719758064516129	0.836537401676178	0.8523711196837886
167	165	166	0.71825	0.7217741935483871	0.83470326089859	0.8507483851525092
168	166	167	0.719125	0.7212701612903226	0.8329656167030335	0.8492002121863826
169	167	168	0.72075	0.7232862903225806	0.8312636432647705	0.8474726753850137
170	168	169	0.721125	0.7222782258064516	0.8295713982582092	0.8458202269769484
171	169	170	0.720625	0.7227822580645161	0.827925416469574	0.8442268640764298
172	170	171	0.722125	0.7232862903225806	0.8263121733665466	0.8427406664817564
173	171	172	0.72275	0.7232862903225806	0.8245988612174988	0.8411536139826621
174	172	173	0.722125	0.7227822580645161	0.8230266399383545	0.8396194827172064
175	173	174	0.72275	0.7237903225806451	0.8214835486412049	0.8381663426276176
176	174	175	0.724625	0.7242943548387096	0.8198785853385925	0.8366081541584384
177	175	176	0.724875	0.7253024193548387	0.818369400024414	0.8352880093359178
178	176	177	0.726	0.7242943548387096	0.8167956585884094	0.8341045379638672
179	177	178	0.726125	0.7253024193548387	0.8152737369537354	0.832501636397454
180	178	179	0.725875	0.7253024193548387	0.8137924814224243	0.8309188888918969
181	179	180	0.727375	0.7263104838709677	0.8122815384864807	0.8297269555830187
182	180	181	0.727625	0.7247983870967742	0.8108171300888062	0.8283098474625619
183	181	182	0.72775	0.7247983870967742	0.8094197793006896	0.8270341254049732
184	182	183	0.728	0.7253024193548387	0.8079639205932617	0.8255640845144948
185	183	184	0.729125	0.7253024193548387	0.8064879469871521	0.824485678826609
186	184	185	0.727875	0.7268145161290323	0.805125470161438	0.8228226150235822
187	185	186	0.72875	0.7268145161290323	0.8037237920761109	0.8214606969587265
188	186	187	0.729375	0.7288306451612904	0.8023354091644287	0.8202997176877914
189	187	188	0.728625	0.7293346774193549	0.8010574641227722	0.8188564758146962
190	188	189	0.7295	0.7293346774193549	0.7997361464500428	0.8176967405503796
191	189	190	0.730375	0.7293346774193549	0.7983224592208862	0.8164319088382106
192	190	191	0.731375	0.7298387096774194	0.7970319266319275	0.8152217192034568
193	191	192	0.7305	0.7278225806451613	0.7957048506736756	0.8140371268795382
194	192	193	0.731125	0.7288306451612904	0.7943611125946045	0.8129207088101295
195	193	194	0.731625	0.7288306451612904	0.7931780104637146	0.8117894049613706
196	194	195	0.7315	0.7293346774193549	0.7918491039276123	0.8104773913660357
197	195	196	0.73275	0.7293346774193549	0.7906285758018494	0.8090959249004241
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200	198	199	0.733375	0.7323588709677419	0.7870144662857056	0.8058876722089706
201	199	200	0.733625	0.7318548387096774	0.7857776350975036	0.8046888016885326
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211	209	210	0.737625	0.7323588709677419	0.7743848571777344	0.7939850649526042
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213	211	212	0.73875	0.7318548387096774	0.77222971534729	0.7920630228134894
214	212	213	0.738625	0.7328629032258065	0.7711912302970886	0.7911963597420724
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217	215	216	0.74	0.7328629032258065	0.7680315356254578	0.7884071142442765
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219	217	218	0.741375	0.734375	0.7660561628341674	0.7863538630547062
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221	219	220	0.7405	0.7338709677419355	0.7640882239341736	0.7845323585694836
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225	223	224	0.742125	0.735383064516129	0.7601916842460632	0.7808935142332508
226	224	225	0.7425	0.7348790322580645	0.7592702236175537	0.7797552962456981
227	225	226	0.7415	0.735383064516129	0.758340413570404	0.7790422708757462
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243	241	242	0.745875	0.7368951612903226	0.7444411768913269	0.7659409353809972
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249	247	248	0.7475	0.7379032258064516	0.7397358064651489	0.7614271679232197
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253	251	252	0.748125	0.7389112903225806	0.7366639249324799	0.7592048991111017
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255	253	254	0.74775	0.7394153225806451	0.7351864547729492	0.7576438419280513
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257	255	256	0.749875	0.7394153225806451	0.7337301959991455	0.7563108821069041
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259	257	258	0.74875	0.7414314516129032	0.7323501160144806	0.7548402643972828
260	258	259	0.74925	0.7399193548387096	0.7316656439304352	0.754198835742089
261	259	260	0.75	0.7389112903225806	0.7310652976036072	0.7536404805798684
262	260	261	0.75	0.7394153225806451	0.7302796702384948	0.7531381980065377
263	261	262	0.750375	0.7399193548387096	0.7296396362781524	0.7521648580028165
264	262	263	0.75025	0.7394153225806451	0.7289477491378784	0.7518135386128579
265	263	264	0.75025	0.7384072580645161	0.7282079343795776	0.751277498660549
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267	265	266	0.75025	0.7399193548387096	0.7268743171691895	0.7501569140341974
268	266	267	0.75	0.7394153225806451	0.7263215503692627	0.7496459984010265
269	267	268	0.751125	0.7399193548387096	0.7255908694267273	0.7489312560327591
270	268	269	0.751375	0.7404233870967742	0.7249787287712097	0.7483792170401542
271	269	270	0.75075	0.7394153225806451	0.7243029139041901	0.7475259265592021
272	270	271	0.751	0.7419354838709677	0.723652792930603	0.7469304242441731
273	271	272	0.75175	0.7399193548387096	0.7230001683235169	0.7465099557753532
274	272	273	0.751375	0.7394153225806451	0.7223572924137115	0.7459768864416307
275	273	274	0.751625	0.7389112903225806	0.7217355368137359	0.7453816744589037
276	274	275	0.752875	0.7404233870967742	0.7210872592926025	0.7446858113811862
277	275	276	0.752625	0.7399193548387096	0.7204992232322693	0.7442414452952724
278	276	277	0.753	0.7404233870967742	0.719817687511444	0.7435104404726336
279	277	278	0.753125	0.7404233870967742	0.719239993095398	0.7427670013520026
280	278	279	0.7525	0.7394153225806451	0.7186021838188171	0.7422592639923096
281	279	280	0.752875	0.7399193548387096	0.7179663760662078	0.7416315386372228
282	280	281	0.752875	0.7394153225806451	0.7174092168807984	0.7411551879298303
283	281	282	0.753	0.7389112903225806	0.7167852976322174	0.7405883112261372
284	282	283	0.753375	0.7394153225806451	0.7162450563907623	0.7399600725020131
285	283	284	0.753125	0.7373991935483871	0.7156987121105194	0.7396003546253327
286	284	285	0.753125	0.7379032258064516	0.7151253464221954	0.7388217160778661
287	285	286	0.753375	0.7379032258064516	0.7145227146148682	0.7383713741456309
288	286	287	0.7535	0.7399193548387096	0.7139216799736023	0.7377044308570123
289	287	288	0.753875	0.7389112903225806	0.7133497350215912	0.7373167910883504
290	288	289	0.753875	0.7373991935483871	0.7127799789905548	0.737467973462997
291	289	290	0.754125	0.7384072580645161	0.7122500095367431	0.7365029511913177
292	290	291	0.7545	0.7389112903225806	0.7117168555259704	0.7358229179536143
293	291	292	0.754	0.7389112903225806	0.711137720823288	0.7356426254395516
294	292	293	0.753875	0.7384072580645161	0.7106122016906739	0.7349022626876831
295	293	294	0.7545	0.7379032258064516	0.710138204574585	0.7344314052212623
296	294	295	0.754875	0.7384072580645161	0.709480946302414	0.7338714753427813
297	295	296	0.75475	0.7389112903225806	0.7089586582183838	0.7332724967310505
298	296	297	0.754875	0.7389112903225806	0.7085150907039642	0.7330732922400197
299	297	298	0.753875	0.7384072580645161	0.7079392712116241	0.7323439351973995
300	298	299	0.755125	0.7394153225806451	0.7074184110164642	0.7320530837582003
301	299	300	0.754375	0.7389112903225806	0.7068327670097351	0.7314940729448872