diff --git "a/fold_1/logs.models.fold_1.ENCSR603LVR/logfile.modelling.fold_1.ENCSR603LVR.batch_loss.tsv" "b/fold_1/logs.models.fold_1.ENCSR603LVR/logfile.modelling.fold_1.ENCSR603LVR.batch_loss.tsv"
new file mode 100644--- /dev/null
+++ "b/fold_1/logs.models.fold_1.ENCSR603LVR/logfile.modelling.fold_1.ENCSR603LVR.batch_loss.tsv"
@@ -0,0 +1,22725 @@
+Epoch	Batch	logcount_predictions_loss	loss	logits_profile_predictions_loss	val_logcount_predictions_loss	val_loss	val_logits_profile_predictions_loss
+0	0	10.181385040283203	665.1707153320312	489.03277587890625	None	None	None
+0	1	7383.9326171875	128238.7578125	496.7308349609375	None	None	None
+0	2	4928.529296875	85819.6171875	556.0609130859375	None	None	None
+0	3	3698.860595703125	64532.75390625	542.4664916992188	None	None	None
+0	4	2961.1181640625	51750.2578125	522.9134521484375	None	None	None
+0	5	2469.73681640625	43251.51171875	525.0672607421875	None	None	None
+0	6	2118.51171875	37167.3359375	517.0835571289062	None	None	None
+0	7	1855.2933349609375	32618.287109375	521.7140502929688	None	None	None
+0	8	1650.380615234375	29069.23828125	517.653564453125	None	None	None
+0	9	1486.5894775390625	26236.34765625	518.3482055664062	None	None	None
+0	10	1352.7791748046875	23933.939453125	530.8597412109375	None	None	None
+0	11	1241.0955810546875	22001.21875	530.2648315429688	None	None	None
+0	12	1146.703369140625	20370.873046875	532.9033203125	None	None	None
+0	13	1065.547607421875	18959.748046875	525.7748413085938	None	None	None
+0	14	995.3642578125	17745.16796875	525.3660278320312	None	None	None
+0	15	933.8107299804688	16673.951171875	519.0250244140625	None	None	None
+0	16	879.4526977539062	15726.1025390625	511.57147216796875	None	None	None
+0	17	831.134033203125	14886.671875	508.0537109375	None	None	None
+0	18	788.0363159179688	14144.5166015625	511.48931884765625	None	None	None
+0	19	749.1710205078125	13468.9794921875	508.32183837890625	None	None	None
+0	20	713.94677734375	12857.0537109375	505.77545166015625	None	None	None
+0	21	681.964111328125	12303.6787109375	505.7005920410156	None	None	None
+0	22	652.7015380859375	11793.0478515625	501.312255859375	None	None	None
+0	23	625.935302734375	11331.5830078125	502.9038391113281	None	None	None
+0	24	601.29541015625	10908.2548828125	505.8456115722656	None	None	None
+0	25	578.4939575195312	10516.9423828125	508.9983215332031	None	None	None
+0	26	557.1851196289062	10142.216796875	502.9144592285156	None	None	None
+0	27	537.3878784179688	9802.4306640625	505.6224060058594	None	None	None
+0	28	519.0366821289062	9484.6669921875	505.3342590332031	None	None	None
+0	29	501.9301452636719	9189.6494140625	506.2590637207031	None	None	None
+0	30	485.86053466796875	8909.5400390625	504.1546630859375	None	None	None
+0	31	470.7725524902344	8649.6328125	505.26934814453125	None	None	None
+0	32	456.60321044921875	8406.328125	507.0945129394531	None	None	None
+0	33	443.277099609375	8177.001953125	508.3092346191406	None	None	None
+0	34	430.6993103027344	7958.966796875	507.8692932128906	None	None	None
+0	35	418.8257141113281	7751.84814453125	506.1633605957031	None	None	None
+0	36	407.59619140625	7555.91796875	504.5038146972656	None	None	None
+0	37	396.958740234375	7375.51318359375	508.1273193359375	None	None	None
+0	38	386.8515625	7199.552734375	507.0216369628906	None	None	None
+0	39	377.2467346191406	7032.2314453125	505.86358642578125	None	None	None
+0	40	368.13385009765625	6875.697265625	506.9825744628906	None	None	None
+0	41	359.4458312988281	6726.73876953125	508.32708740234375	None	None	None
+0	42	351.173828125	6583.0576171875	507.7509460449219	None	None	None
+0	43	343.2546691894531	6446.35595703125	508.0508728027344	None	None	None
+0	44	335.6946716308594	6316.42138671875	508.9039611816406	None	None	None
+0	45	328.4538269042969	6192.8720703125	510.6218566894531	None	None	None
+0	46	321.5318603515625	6072.7861328125	510.28564453125	None	None	None
+0	47	314.8958435058594	5957.57275390625	509.8757629394531	None	None	None
+0	48	308.5422668457031	5849.78564453125	512.0056762695312	None	None	None
+0	49	302.4628601074219	5744.88671875	512.2810668945312	None	None	None
+0	50	296.60125732421875	5642.07275390625	510.8726501464844	None	None	None
+0	51	290.9476623535156	5542.298828125	508.9054870605469	None	None	None
+0	52	285.51995849609375	5445.31298828125	505.8191223144531	None	None	None
+0	53	280.27618408203125	5353.45703125	504.6805419921875	None	None	None
+0	54	275.2456359863281	5265.6455078125	503.8968505859375	None	None	None
+0	55	270.4032287597656	5183.6328125	505.6579284667969	None	None	None
+0	56	265.7086486816406	5101.505859375	504.74713134765625	None	None	None
+0	57	261.196044921875	5025.220703125	506.5301513671875	None	None	None
+0	58	256.8153381347656	4950.66357421875	507.7592468261719	None	None	None
+0	59	252.57781982421875	4877.62548828125	508.02996826171875	None	None	None
+0	60	248.501953125	4808.33544921875	509.25225830078125	None	None	None
+0	61	244.54580688476562	4741.654296875	511.01214599609375	None	None	None
+0	62	240.72239685058594	4676.36376953125	511.8664245605469	None	None	None
+0	63	236.99732971191406	4612.0234375	511.9701232910156	None	None	None
+0	64	233.38946533203125	4547.97802734375	510.3404541015625	None	None	None
+0	65	229.89682006835938	4488.80859375	511.5942687988281	None	None	None
+0	66	226.52780151367188	4432.31640625	513.3860473632812	None	None	None
+0	67	223.23776245117188	4375.45947265625	513.447021484375	None	None	None
+0	68	220.0400390625	4318.1923828125	511.5006103515625	None	None	None
+0	69	216.9280242919922	4264.4482421875	511.5940856933594	None	None	None
+0	70	213.92205810546875	4212.896484375	512.0458374023438	None	None	None
+0	71	210.98480224609375	4162.61181640625	512.5758056640625	None	None	None
+0	72	208.13034057617188	4115.3681640625	514.7139282226562	None	None	None
+0	73	205.37017822265625	4066.053955078125	513.150390625	None	None	None
+0	74	202.6715545654297	4019.768798828125	513.5513916015625	None	None	None
+0	75	200.03472900390625	3973.40869140625	512.8082885742188	None	None	None
+0	76	197.47511291503906	3929.48486328125	513.165771484375	None	None	None
+0	77	194.97817993164062	3886.96142578125	513.8394165039062	None	None	None
+0	78	192.53619384765625	3843.81201171875	512.9364624023438	None	None	None
+0	79	190.16380310058594	3802.322998046875	512.4898071289062	None	None	None
+0	80	187.85162353515625	3762.1435546875	512.3112182617188	None	None	None
+0	81	185.59141540527344	3722.49658203125	511.7657165527344	None	None	None
+0	82	183.3886260986328	3684.4658203125	511.8431701660156	None	None	None
+0	83	181.23326110839844	3647.67919921875	512.3444213867188	None	None	None
+0	84	179.1310272216797	3611.39306640625	512.4271240234375	None	None	None
+0	85	177.0786590576172	3575.92041015625	512.46044921875	None	None	None
+0	86	175.0727081298828	3540.987060546875	512.2301635742188	None	None	None
+0	87	173.12181091308594	3506.789794921875	511.7834777832031	None	None	None
+0	88	171.21066284179688	3473.763671875	511.82012939453125	None	None	None
+0	89	169.3505401611328	3442.972900390625	513.2095947265625	None	None	None
+0	90	167.51210021972656	3410.797119140625	512.8389282226562	None	None	None
+0	91	165.7170867919922	3380.3916015625	513.4871215820312	None	None	None
+0	92	163.95362854003906	3349.214111328125	512.8175659179688	None	None	None
+0	93	162.2428436279297	3319.50390625	512.7040405273438	None	None	None
+0	94	160.56053161621094	3291.034423828125	513.33837890625	None	None	None
+0	95	158.91400146484375	3262.242431640625	513.0313110351562	None	None	None
+0	96	157.29757690429688	3234.07958984375	512.8323974609375	None	None	None
+0	97	155.71485900878906	3206.44775390625	512.5814819335938	None	None	None
+0	98	154.1722869873047	3178.98046875	511.8008728027344	None	None	None
+0	99	152.65347290039062	3152.488037109375	511.5840148925781	None	None	None
+0	100	151.17001342773438	3126.61328125	511.37298583984375	None	None	None
+0	101	149.70712280273438	3100.38720703125	510.4552001953125	None	None	None
+0	102	148.27597045898438	3075.115234375	509.94219970703125	None	None	None
+0	103	146.8699188232422	3050.159912109375	509.31134033203125	None	None	None
+0	104	145.4936981201172	3026.384033203125	509.3438720703125	None	None	None
+0	105	144.14500427246094	3002.74462890625	509.03692626953125	None	None	None
+0	106	142.8249969482422	2979.109619140625	508.2379150390625	None	None	None
+0	107	141.53050231933594	2957.306884765625	508.83013916015625	None	None	None
+0	108	140.25628662109375	2935.022705078125	508.5901184082031	None	None	None
+0	109	139.00616455078125	2913.6787109375	508.8730773925781	None	None	None
+0	110	137.7750701904297	2892.146728515625	508.63909912109375	None	None	None
+0	111	136.5665283203125	2870.525146484375	507.9252624511719	None	None	None
+0	112	135.38604736328125	2850.40234375	508.22479248046875	None	None	None
+0	113	134.22305297851562	2830.5888671875	508.5311584472656	None	None	None
+0	114	133.08163452148438	2811.712890625	509.401611328125	None	None	None
+0	115	131.96217346191406	2793.2470703125	510.3024597167969	None	None	None
+0	116	130.8580780029297	2775.03076171875	511.1869201660156	None	None	None
+0	117	129.77883911132812	2756.091796875	510.9189758300781	None	None	None
+0	118	128.71066284179688	2737.77001953125	511.07647705078125	None	None	None
+0	119	127.66264343261719	2719.30078125	510.7380676269531	None	None	None
+0	120	126.6250228881836	2700.806884765625	510.195068359375	None	None	None
+0	121	125.6199722290039	2683.73828125	510.51373291015625	None	None	None
+0	122	124.62678527832031	2666.225341796875	510.18304443359375	None	None	None
+0	123	123.64852142333984	2649.35400390625	510.2357482910156	None	None	None
+0	124	122.69380187988281	2632.38671875	509.78515625	None	None	None
+0	125	121.74115753173828	2614.908203125	508.78753662109375	None	None	None
+0	126	120.7987289428711	2597.417724609375	507.6010437011719	None	None	None
+0	127	119.87567901611328	2582.03857421875	508.1905212402344	None	None	None
+0	128	118.96958923339844	2566.560302734375	508.3876037597656	None	None	None
+0	129	118.07718658447266	2552.052001953125	509.3177185058594	None	None	None
+0	130	117.1913070678711	2536.31689453125	508.9083251953125	None	None	None
+0	131	116.32452392578125	2520.826416015625	508.4134826660156	None	None	None
+0	132	115.47400665283203	2505.8642578125	508.1651306152344	None	None	None
+0	133	114.62825775146484	2490.837646484375	507.7701721191406	None	None	None
+0	134	113.80223846435547	2476.280517578125	507.50311279296875	None	None	None
+0	135	112.989990234375	2461.6728515625	506.947021484375	None	None	None
+0	136	112.18852996826172	2448.197998046875	507.33746337890625	None	None	None
+0	137	111.40364837646484	2435.239990234375	507.95782470703125	None	None	None
+0	138	110.62593841552734	2422.143310546875	508.3153076171875	None	None	None
+0	139	109.85829162597656	2409.58935546875	509.04180908203125	None	None	None
+0	140	109.09603118896484	2395.6328125	508.2724914550781	None	None	None
+0	141	108.34992980957031	2383.174072265625	508.7211608886719	None	None	None
+0	142	107.61062622070312	2370.767333984375	509.1043395996094	None	None	None
+0	143	106.88034057617188	2357.812255859375	508.7833251953125	None	None	None
+0	144	106.16432189941406	2346.03515625	509.3932800292969	None	None	None
+0	145	105.45262908935547	2333.86376953125	509.5341491699219	None	None	None
+0	146	104.75033569335938	2321.4892578125	509.3092041015625	None	None	None
+0	147	104.05647277832031	2309.10546875	508.9291687011719	None	None	None
+0	148	103.37571716308594	2297.2548828125	508.85565185546875	None	None	None
+0	149	102.69999694824219	2285.63671875	508.92724609375	None	None	None
+0	150	102.04054260253906	2274.098388671875	508.7973327636719	None	None	None
+0	151	101.38592529296875	2262.91845703125	508.942138671875	None	None	None
+0	152	100.73855590820312	2251.689208984375	508.9123840332031	None	None	None
+0	153	100.10195922851562	2240.63818359375	508.8744812011719	None	None	None
+0	154	99.47673034667969	2228.96240234375	508.01531982421875	None	None	None
+0	155	98.85310363769531	2217.548583984375	507.39013671875	None	None	None
+0	156	98.23487091064453	2206.301513671875	506.83856201171875	None	None	None
+0	157	97.63292694091797	2196.078857421875	507.0295715332031	None	None	None
+0	158	97.03712463378906	2186.564208984375	507.8222351074219	None	None	None
+0	159	96.44661712646484	2175.641357421875	507.1150817871094	None	None	None
+0	160	95.86373901367188	2165.116943359375	506.6746826171875	None	None	None
+0	161	95.28753662109375	2155.739013671875	507.264892578125	None	None	None
+0	162	94.71359252929688	2144.862060546875	506.3172302246094	None	None	None
+0	163	94.15565490722656	2135.404296875	506.51177978515625	None	None	None
+0	164	93.59867858886719	2126.2412109375	506.98431396484375	None	None	None
+0	165	93.04830932617188	2116.28076171875	506.5452880859375	None	None	None
+0	166	92.50743865966797	2106.6494140625	506.2711486816406	None	None	None
+0	167	91.97765350341797	2097.087646484375	505.8746643066406	None	None	None
+0	168	91.44935607910156	2087.86474609375	505.79132080078125	None	None	None
+0	169	90.92855834960938	2078.643310546875	505.5796813964844	None	None	None
+0	170	90.41327667236328	2069.462890625	505.31390380859375	None	None	None
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+0	172	89.39839172363281	2051.356201171875	504.7647705078125	None	None	None
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+0	175	87.91998291015625	2026.1051025390625	505.0901184082031	None	None	None
+0	176	87.44129180908203	2017.458984375	504.7254638671875	None	None	None
+0	177	86.96562194824219	2008.6746826171875	504.17010498046875	None	None	None
+0	178	86.49547576904297	2000.476806640625	504.1058044433594	None	None	None
+0	179	86.02725219726562	1992.1849365234375	503.9141540527344	None	None	None
+0	180	85.56935119628906	1984.1636962890625	503.8146667480469	None	None	None
+0	181	85.117919921875	1977.0240478515625	504.4848327636719	None	None	None
+0	182	84.66410064697266	1968.64990234375	503.9617919921875	None	None	None
+0	183	84.22282409667969	1961.3670654296875	504.3128356933594	None	None	None
+0	184	83.77861785888672	1953.729248046875	504.3599548339844	None	None	None
+0	185	83.34074401855469	1946.38525390625	504.5911865234375	None	None	None
+0	186	82.91592407226562	1939.288818359375	504.84405517578125	None	None	None
+0	187	82.49368286132812	1931.736083984375	504.5960693359375	None	None	None
+0	188	82.06918334960938	1924.3118896484375	504.5156555175781	None	None	None
+0	189	81.65242004394531	1917.101806640625	504.5157165527344	None	None	None
+0	190	81.23609161376953	1909.55908203125	504.1755065917969	None	None	None
+0	191	80.82752227783203	1902.23583984375	503.9204406738281	None	None	None
+0	192	80.42216491699219	1895.321533203125	504.0188903808594	None	None	None
+0	193	80.0215835571289	1888.3995361328125	504.0269470214844	None	None	None
+0	194	79.62638092041016	1881.4599609375	503.9244384765625	None	None	None
+0	195	79.23237609863281	1875.0291748046875	504.30999755859375	None	None	None
+0	196	78.845458984375	1868.239501953125	504.2138977050781	None	None	None
+0	197	78.4566650390625	1861.3643798828125	504.06494140625	None	None	None
+0	198	78.07421112060547	1854.8480224609375	504.1648864746094	None	None	None
+0	199	77.69335174560547	1847.9879150390625	503.8937072753906	None	None	None
+0	200	77.31652069091797	1841.3067626953125	503.7316589355469	None	None	None
+0	201	76.95061492919922	1834.7255859375	503.4805603027344	None	None	None
+0	202	76.58483123779297	1827.493896484375	502.57696533203125	None	None	None
+0	203	76.22329711914062	1821.35205078125	502.689697265625	None	None	None
+0	204	75.86506652832031	1815.1741943359375	502.70941162109375	None	None	None
+0	205	75.50677490234375	1808.40869140625	502.1421813964844	None	None	None
+0	206	75.15631866455078	1802.5345458984375	502.3308410644531	None	None	None
+0	207	74.80996704101562	1796.5831298828125	502.3713684082031	None	None	None
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+18	1189	0.5871241092681885	349.8047180175781	339.6476135253906	None	None	None
+18	1190	0.5873746275901794	349.83514404296875	339.6737060546875	None	None	None
+18	1191	0.587384045124054	349.829833984375	339.6682434082031	None	None	None
+18	1192	0.5874410271644592	349.8370666503906	339.67449951171875	None	None	None
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+18	1194	0.5874545574188232	349.8164367675781	339.65362548828125	None	None	None
+18	1195	0.5875459909439087	349.7650146484375	339.6006164550781	None	None	None