# convert meta llama2 *.pth file to llama2.c *.bin file downloads/llama2.c $ python export_meta_llama_bin.py Downloads/llama2_7b_chat bins/llama2_7b_chat.bin {'dim': 4096, 'multiple_of': 256, 'n_heads': 32, 'n_layers': 32, 'norm_eps': 1e-06, 'vocab_size': -1} writing tok_embeddings... writing tok_embeddings.weight... writing layers.0.attention_norm.weight... writing layers.1.attention_norm.weight... writing layers.2.attention_norm.weight... writing layers.3.attention_norm.weight... writing layers.4.attention_norm.weight... writing layers.5.attention_norm.weight... writing layers.6.attention_norm.weight... writing layers.7.attention_norm.weight... writing layers.8.attention_norm.weight... writing layers.9.attention_norm.weight... writing layers.10.attention_norm.weight... writing layers.11.attention_norm.weight... writing layers.12.attention_norm.weight... writing layers.13.attention_norm.weight... writing layers.14.attention_norm.weight... writing layers.15.attention_norm.weight... writing layers.16.attention_norm.weight... writing layers.17.attention_norm.weight... writing layers.18.attention_norm.weight... writing layers.19.attention_norm.weight... writing layers.20.attention_norm.weight... writing layers.21.attention_norm.weight... writing layers.22.attention_norm.weight... writing layers.23.attention_norm.weight... writing layers.24.attention_norm.weight... writing layers.25.attention_norm.weight... writing layers.26.attention_norm.weight... writing layers.27.attention_norm.weight... writing layers.28.attention_norm.weight... writing layers.29.attention_norm.weight... writing layers.30.attention_norm.weight... writing layers.31.attention_norm.weight... writing layers.0.attention.wq.weight... writing layers.1.attention.wq.weight... writing layers.2.attention.wq.weight... writing layers.3.attention.wq.weight... writing layers.4.attention.wq.weight... writing layers.5.attention.wq.weight... writing layers.6.attention.wq.weight... writing layers.7.attention.wq.weight... writing layers.8.attention.wq.weight... writing layers.9.attention.wq.weight... writing layers.10.attention.wq.weight... writing layers.11.attention.wq.weight... writing layers.12.attention.wq.weight... writing layers.13.attention.wq.weight... writing layers.14.attention.wq.weight... writing layers.15.attention.wq.weight... writing layers.16.attention.wq.weight... writing layers.17.attention.wq.weight... writing layers.18.attention.wq.weight... writing layers.19.attention.wq.weight... writing layers.20.attention.wq.weight... writing layers.21.attention.wq.weight... writing layers.22.attention.wq.weight... writing layers.23.attention.wq.weight... writing layers.24.attention.wq.weight... writing layers.25.attention.wq.weight... writing layers.26.attention.wq.weight... writing layers.27.attention.wq.weight... writing layers.28.attention.wq.weight... writing layers.29.attention.wq.weight... writing layers.30.attention.wq.weight... writing layers.31.attention.wq.weight... writing layers.0.attention.wk.weight... writing layers.1.attention.wk.weight... writing layers.2.attention.wk.weight... writing layers.3.attention.wk.weight... writing layers.4.attention.wk.weight... writing layers.5.attention.wk.weight... writing layers.6.attention.wk.weight... writing layers.7.attention.wk.weight... writing layers.8.attention.wk.weight... writing layers.9.attention.wk.weight... writing layers.10.attention.wk.weight... writing layers.11.attention.wk.weight... writing layers.12.attention.wk.weight... writing layers.13.attention.wk.weight... writing layers.14.attention.wk.weight... writing layers.15.attention.wk.weight... writing layers.16.attention.wk.weight... writing layers.17.attention.wk.weight... writing layers.18.attention.wk.weight... writing layers.19.attention.wk.weight... writing layers.20.attention.wk.weight... writing layers.21.attention.wk.weight... writing layers.22.attention.wk.weight... writing layers.23.attention.wk.weight... writing layers.24.attention.wk.weight... writing layers.25.attention.wk.weight... writing layers.26.attention.wk.weight... writing layers.27.attention.wk.weight... writing layers.28.attention.wk.weight... writing layers.29.attention.wk.weight... writing layers.30.attention.wk.weight... writing layers.31.attention.wk.weight... writing layers.0.attention.wv.weight... writing layers.1.attention.wv.weight... writing layers.2.attention.wv.weight... writing layers.3.attention.wv.weight... writing layers.4.attention.wv.weight... writing layers.5.attention.wv.weight... writing layers.6.attention.wv.weight... writing layers.7.attention.wv.weight... writing layers.8.attention.wv.weight... writing layers.9.attention.wv.weight... writing layers.10.attention.wv.weight... writing layers.11.attention.wv.weight... writing layers.12.attention.wv.weight... writing layers.13.attention.wv.weight... writing layers.14.attention.wv.weight... writing layers.15.attention.wv.weight... writing layers.16.attention.wv.weight... writing layers.17.attention.wv.weight... writing layers.18.attention.wv.weight... writing layers.19.attention.wv.weight... writing layers.20.attention.wv.weight... writing layers.21.attention.wv.weight... writing layers.22.attention.wv.weight... writing layers.23.attention.wv.weight... writing layers.24.attention.wv.weight... writing layers.25.attention.wv.weight... writing layers.26.attention.wv.weight... writing layers.27.attention.wv.weight... writing layers.28.attention.wv.weight... writing layers.29.attention.wv.weight... writing layers.30.attention.wv.weight... writing layers.31.attention.wv.weight... writing layers.0.attention.wo.weight... writing layers.1.attention.wo.weight... writing layers.2.attention.wo.weight... writing layers.3.attention.wo.weight... writing layers.4.attention.wo.weight... writing layers.5.attention.wo.weight... writing layers.6.attention.wo.weight... writing layers.7.attention.wo.weight... writing layers.8.attention.wo.weight... writing layers.9.attention.wo.weight... writing layers.10.attention.wo.weight... writing layers.11.attention.wo.weight... writing layers.12.attention.wo.weight... writing layers.13.attention.wo.weight... writing layers.14.attention.wo.weight... writing layers.15.attention.wo.weight... writing layers.16.attention.wo.weight... writing layers.17.attention.wo.weight... writing layers.18.attention.wo.weight... writing layers.19.attention.wo.weight... writing layers.20.attention.wo.weight... writing layers.21.attention.wo.weight... writing layers.22.attention.wo.weight... writing layers.23.attention.wo.weight... writing layers.24.attention.wo.weight... writing layers.25.attention.wo.weight... writing layers.26.attention.wo.weight... writing layers.27.attention.wo.weight... writing layers.28.attention.wo.weight... writing layers.29.attention.wo.weight... writing layers.30.attention.wo.weight... writing layers.31.attention.wo.weight... writing layers.0.ffn_norm.weight... writing layers.1.ffn_norm.weight... writing layers.2.ffn_norm.weight... writing layers.3.ffn_norm.weight... writing layers.4.ffn_norm.weight... writing layers.5.ffn_norm.weight... writing layers.6.ffn_norm.weight... writing layers.7.ffn_norm.weight... writing layers.8.ffn_norm.weight... writing layers.9.ffn_norm.weight... writing layers.10.ffn_norm.weight... writing layers.11.ffn_norm.weight... writing layers.12.ffn_norm.weight... writing layers.13.ffn_norm.weight... writing layers.14.ffn_norm.weight... writing layers.15.ffn_norm.weight... writing layers.16.ffn_norm.weight... writing layers.17.ffn_norm.weight... writing layers.18.ffn_norm.weight... writing layers.19.ffn_norm.weight... writing layers.20.ffn_norm.weight... writing layers.21.ffn_norm.weight... writing layers.22.ffn_norm.weight... writing layers.23.ffn_norm.weight... writing layers.24.ffn_norm.weight... writing layers.25.ffn_norm.weight... writing layers.26.ffn_norm.weight... writing layers.27.ffn_norm.weight... writing layers.28.ffn_norm.weight... writing layers.29.ffn_norm.weight... writing layers.30.ffn_norm.weight... writing layers.31.ffn_norm.weight... writing layers.0.feed_forward.w1.weight... writing layers.1.feed_forward.w1.weight... writing layers.2.feed_forward.w1.weight... writing layers.3.feed_forward.w1.weight... writing layers.4.feed_forward.w1.weight... writing layers.5.feed_forward.w1.weight... writing layers.6.feed_forward.w1.weight... writing layers.7.feed_forward.w1.weight... writing layers.8.feed_forward.w1.weight... writing layers.9.feed_forward.w1.weight... writing layers.10.feed_forward.w1.weight... writing layers.11.feed_forward.w1.weight... writing layers.12.feed_forward.w1.weight... writing layers.13.feed_forward.w1.weight... writing layers.14.feed_forward.w1.weight... writing layers.15.feed_forward.w1.weight... writing layers.16.feed_forward.w1.weight... writing layers.17.feed_forward.w1.weight... writing layers.18.feed_forward.w1.weight... writing layers.19.feed_forward.w1.weight... writing layers.20.feed_forward.w1.weight... writing layers.21.feed_forward.w1.weight... writing layers.22.feed_forward.w1.weight... writing layers.23.feed_forward.w1.weight... writing layers.24.feed_forward.w1.weight... writing layers.25.feed_forward.w1.weight... writing layers.26.feed_forward.w1.weight... writing layers.27.feed_forward.w1.weight... writing layers.28.feed_forward.w1.weight... writing layers.29.feed_forward.w1.weight... writing layers.30.feed_forward.w1.weight... writing layers.31.feed_forward.w1.weight... writing layers.0.feed_forward.w2.weight... writing layers.1.feed_forward.w2.weight... writing layers.2.feed_forward.w2.weight... writing layers.3.feed_forward.w2.weight... writing layers.4.feed_forward.w2.weight... writing layers.5.feed_forward.w2.weight... writing layers.6.feed_forward.w2.weight... writing layers.7.feed_forward.w2.weight... writing layers.8.feed_forward.w2.weight... writing layers.9.feed_forward.w2.weight... writing layers.10.feed_forward.w2.weight... writing layers.11.feed_forward.w2.weight... writing layers.12.feed_forward.w2.weight... writing layers.13.feed_forward.w2.weight... writing layers.14.feed_forward.w2.weight... writing layers.15.feed_forward.w2.weight... writing layers.16.feed_forward.w2.weight... writing layers.17.feed_forward.w2.weight... writing layers.18.feed_forward.w2.weight... writing layers.19.feed_forward.w2.weight... writing layers.20.feed_forward.w2.weight... writing layers.21.feed_forward.w2.weight... writing layers.22.feed_forward.w2.weight... writing layers.23.feed_forward.w2.weight... writing layers.24.feed_forward.w2.weight... writing layers.25.feed_forward.w2.weight... writing layers.26.feed_forward.w2.weight... writing layers.27.feed_forward.w2.weight... writing layers.28.feed_forward.w2.weight... writing layers.29.feed_forward.w2.weight... writing layers.30.feed_forward.w2.weight... writing layers.31.feed_forward.w2.weight... writing layers.0.feed_forward.w3.weight... writing layers.1.feed_forward.w3.weight... writing layers.2.feed_forward.w3.weight... writing layers.3.feed_forward.w3.weight... writing layers.4.feed_forward.w3.weight... writing layers.5.feed_forward.w3.weight... writing layers.6.feed_forward.w3.weight... writing layers.7.feed_forward.w3.weight... writing layers.8.feed_forward.w3.weight... writing layers.9.feed_forward.w3.weight... writing layers.10.feed_forward.w3.weight... writing layers.11.feed_forward.w3.weight... writing layers.12.feed_forward.w3.weight... writing layers.13.feed_forward.w3.weight... writing layers.14.feed_forward.w3.weight... writing layers.15.feed_forward.w3.weight... writing layers.16.feed_forward.w3.weight... writing layers.17.feed_forward.w3.weight... writing layers.18.feed_forward.w3.weight... writing layers.19.feed_forward.w3.weight... writing layers.20.feed_forward.w3.weight... writing layers.21.feed_forward.w3.weight... writing layers.22.feed_forward.w3.weight... writing layers.23.feed_forward.w3.weight... writing layers.24.feed_forward.w3.weight... writing layers.25.feed_forward.w3.weight... writing layers.26.feed_forward.w3.weight... writing layers.27.feed_forward.w3.weight... writing layers.28.feed_forward.w3.weight... writing layers.29.feed_forward.w3.weight... writing layers.30.feed_forward.w3.weight... writing layers.31.feed_forward.w3.weight... writing norm.weight... writing freqs_cos... writing freqs_sin... writing output.weight... wrote bins/llama2_7b_chat.bin # quantize temp/llama2.c $ ./quantize ../../downloads/llama2.c/bins/llama2_7b_chat.bin vocab size = 32000 shared_weights=0 Model file size = 25706MB ------------------------ token_embedding_table layer_size=131072000 l=0 min=-0.133789 max=0.259766 scale=0.001543 ------------------------ rms_att_weight layer_size=4096 l=0 min=-0.000618 max=0.792969 scale=0.003112 l=1 min=0.000021 max=0.486328 scale=0.001907 l=2 min=0.000002 max=0.492188 scale=0.001930 l=3 min=-0.000156 max=0.589844 scale=0.002314 l=4 min=0.000060 max=0.628906 scale=0.002466 l=5 min=-0.000004 max=0.570312 scale=0.002237 l=6 min=0.000095 max=0.652344 scale=0.002558 l=7 min=0.000043 max=0.671875 scale=0.002635 l=8 min=-0.000028 max=0.707031 scale=0.002773 l=9 min=0.000007 max=0.707031 scale=0.002773 l=10 min=-0.000006 max=0.734375 scale=0.002880 l=11 min=0.000001 max=0.785156 scale=0.003079 l=12 min=0.000078 max=0.777344 scale=0.003048 l=13 min=-0.000062 max=0.710938 scale=0.002788 l=14 min=-0.000017 max=0.785156 scale=0.003079 l=15 min=0.025513 max=0.839844 scale=0.003193 l=16 min=0.022461 max=0.828125 scale=0.003159 l=17 min=0.000095 max=0.785156 scale=0.003079 l=18 min=0.000050 max=0.867188 scale=0.003401 l=19 min=-0.000074 max=0.843750 scale=0.003309 l=20 min=-0.000017 max=0.847656 scale=0.003324 l=21 min=-0.000028 max=0.859375 scale=0.003370 l=22 min=-0.000089 max=1.015625 scale=0.003983 l=23 min=-0.000008 max=0.992188 scale=0.003891 l=24 min=0.000128 max=1.015625 scale=0.003982 l=25 min=-0.000007 max=1.007812 scale=0.003952 l=26 min=-0.000165 max=1.164062 scale=0.004566 l=27 min=-0.000039 max=1.187500 scale=0.004657 l=28 min=-0.000074 max=1.140625 scale=0.004473 l=29 min=0.010864 max=1.148438 scale=0.004461 l=30 min=0.000046 max=1.117188 scale=0.004381 l=31 min=0.082031 max=1.109375 scale=0.004029 ------------------------ wq layer_size=16777216 l=0 min=-0.773438 max=0.718750 scale=0.005852 l=1 min=-0.402344 max=0.468750 scale=0.003416 l=2 min=-0.746094 max=1.085938 scale=0.007184 l=3 min=-0.683594 max=0.773438 scale=0.005714 l=4 min=-0.671875 max=0.632812 scale=0.005116 l=5 min=-0.589844 max=0.636719 scale=0.004810 l=6 min=-0.574219 max=0.613281 scale=0.004657 l=7 min=-0.562500 max=0.753906 scale=0.005162 l=8 min=-0.554688 max=0.466797 scale=0.004006 l=9 min=-0.773438 max=0.437500 scale=0.004749 l=10 min=-0.460938 max=0.460938 scale=0.003615 l=11 min=-0.416016 max=0.601562 scale=0.003991 l=12 min=-0.458984 max=0.523438 scale=0.003853 l=13 min=-0.417969 max=0.679688 scale=0.004305 l=14 min=-0.566406 max=0.539062 scale=0.004335 l=15 min=-0.558594 max=0.578125 scale=0.004458 l=16 min=-0.992188 max=0.753906 scale=0.006847 l=17 min=-0.792969 max=0.937500 scale=0.006786 l=18 min=-0.769531 max=0.675781 scale=0.005668 l=19 min=-0.714844 max=0.664062 scale=0.005407 l=20 min=-1.046875 max=0.878906 scale=0.007552 l=21 min=-0.707031 max=0.933594 scale=0.006434 l=22 min=-0.582031 max=0.871094 scale=0.005699 l=23 min=-0.808594 max=0.683594 scale=0.005852 l=24 min=-0.593750 max=1.023438 scale=0.006342 l=25 min=-0.636719 max=0.574219 scale=0.004749 l=26 min=-0.859375 max=0.687500 scale=0.006066 l=27 min=-0.785156 max=0.703125 scale=0.005836 l=28 min=-0.769531 max=0.621094 scale=0.005453 l=29 min=-0.734375 max=0.808594 scale=0.006051 l=30 min=-0.742188 max=0.808594 scale=0.006081 l=31 min=-0.664062 max=0.414062 scale=0.004228 ------------------------ wk layer_size=16777216 l=0 min=-0.816406 max=0.699219 scale=0.005944 l=1 min=-0.515625 max=0.566406 scale=0.004243 l=2 min=-0.341797 max=0.371094 scale=0.002796 l=3 min=-0.406250 max=0.320312 scale=0.002849 l=4 min=-0.306641 max=0.507812 scale=0.003194 l=5 min=-0.330078 max=0.330078 scale=0.002589 l=6 min=-0.263672 max=0.304688 scale=0.002229 l=7 min=-0.251953 max=0.314453 scale=0.002221 l=8 min=-0.306641 max=0.291016 scale=0.002344 l=9 min=-0.351562 max=0.263672 scale=0.002413 l=10 min=-0.267578 max=0.289062 scale=0.002183 l=11 min=-0.275391 max=0.269531 scale=0.002137 l=12 min=-0.296875 max=0.255859 scale=0.002168 l=13 min=-0.261719 max=0.296875 scale=0.002191 l=14 min=-0.312500 max=0.250000 scale=0.002206 l=15 min=-0.251953 max=0.255859 scale=0.001991 l=16 min=-0.287109 max=0.271484 scale=0.002191 l=17 min=-0.302734 max=0.277344 scale=0.002275 l=18 min=-0.310547 max=0.308594 scale=0.002428 l=19 min=-0.296875 max=0.285156 scale=0.002282 l=20 min=-0.326172 max=0.324219 scale=0.002551 l=21 min=-0.306641 max=0.369141 scale=0.002650 l=22 min=-0.314453 max=0.283203 scale=0.002344 l=23 min=-0.287109 max=0.308594 scale=0.002336 l=24 min=-0.328125 max=0.294922 scale=0.002443 l=25 min=-0.279297 max=0.361328 scale=0.002512 l=26 min=-0.341797 max=0.353516 scale=0.002727 l=27 min=-0.277344 max=0.287109 scale=0.002214 l=28 min=-0.365234 max=0.322266 scale=0.002696 l=29 min=-0.365234 max=0.326172 scale=0.002711 l=30 min=-0.343750 max=0.365234 scale=0.002780 l=31 min=-0.396484 max=0.400391 scale=0.003125 ------------------------ wv layer_size=16777216 l=0 min=-0.123047 max=0.131836 scale=0.001000 l=1 min=-0.125000 max=0.105957 scale=0.000906 l=2 min=-0.126953 max=0.146484 scale=0.001072 l=3 min=-0.114746 max=0.137695 scale=0.000990 l=4 min=-0.139648 max=0.119141 scale=0.001015 l=5 min=-0.263672 max=0.165039 scale=0.001681 l=6 min=-0.285156 max=0.275391 scale=0.002198 l=7 min=-0.223633 max=0.221680 scale=0.001746 l=8 min=-0.206055 max=0.188477 scale=0.001547 l=9 min=-0.242188 max=0.203125 scale=0.001746 l=10 min=-0.202148 max=0.257812 scale=0.001804 l=11 min=-0.296875 max=0.265625 scale=0.002206 l=12 min=-0.187500 max=0.249023 scale=0.001712 l=13 min=-0.228516 max=0.220703 scale=0.001762 l=14 min=-0.173828 max=0.332031 scale=0.001984 l=15 min=-0.199219 max=0.225586 scale=0.001666 l=16 min=-0.203125 max=0.241211 scale=0.001742 l=17 min=-0.193359 max=0.211914 scale=0.001589 l=18 min=-0.224609 max=0.200195 scale=0.001666 l=19 min=-0.136719 max=0.222656 scale=0.001409 l=20 min=-0.162109 max=0.125977 scale=0.001130 l=21 min=-0.170898 max=0.178711 scale=0.001371 l=22 min=-0.151367 max=0.100098 scale=0.000986 l=23 min=-0.151367 max=0.136719 scale=0.001130 l=24 min=-0.112305 max=0.181641 scale=0.001153 l=25 min=-0.125000 max=0.125000 scale=0.000980 l=26 min=-0.178711 max=0.196289 scale=0.001471 l=27 min=-0.118652 max=0.127930 scale=0.000967 l=28 min=-0.163086 max=0.167969 scale=0.001298 l=29 min=-0.130859 max=0.122559 scale=0.000994 l=30 min=-0.431641 max=0.498047 scale=0.003646 l=31 min=-0.386719 max=0.378906 scale=0.003002 ------------------------ wo layer_size=16777216 l=0 min=-0.447266 max=0.412109 scale=0.003370 l=1 min=-0.490234 max=0.585938 scale=0.004220 l=2 min=-0.601562 max=0.515625 scale=0.004381 l=3 min=-0.535156 max=0.466797 scale=0.003929 l=4 min=-0.617188 max=0.523438 scale=0.004473 l=5 min=-0.523438 max=0.443359 scale=0.003791 l=6 min=-0.597656 max=0.531250 scale=0.004427 l=7 min=-0.554688 max=0.402344 scale=0.003753 l=8 min=-0.605469 max=0.750000 scale=0.005316 l=9 min=-0.539062 max=0.503906 scale=0.004090 l=10 min=-0.410156 max=0.400391 scale=0.003179 l=11 min=-0.535156 max=0.570312 scale=0.004335 l=12 min=-0.511719 max=0.496094 scale=0.003952 l=13 min=-0.460938 max=0.503906 scale=0.003784 l=14 min=-0.589844 max=0.535156 scale=0.004412 l=15 min=-0.480469 max=0.380859 scale=0.003378 l=16 min=-0.423828 max=0.392578 scale=0.003202 l=17 min=-0.486328 max=0.494141 scale=0.003845 l=18 min=-0.554688 max=0.562500 scale=0.004381 l=19 min=-0.597656 max=0.671875 scale=0.004979 l=20 min=-0.574219 max=0.566406 scale=0.004473 l=21 min=-0.546875 max=0.535156 scale=0.004243 l=22 min=-0.734375 max=0.769531 scale=0.005898 l=23 min=-0.482422 max=0.480469 scale=0.003776 l=24 min=-0.726562 max=0.648438 scale=0.005392 l=25 min=-0.437500 max=0.648438 scale=0.004259 l=26 min=-0.683594 max=0.625000 scale=0.005132 l=27 min=-0.554688 max=0.621094 scale=0.004611 l=28 min=-0.777344 max=0.388672 scale=0.004573 l=29 min=-0.574219 max=0.613281 scale=0.004657 l=30 min=-0.515625 max=0.621094 scale=0.004458 l=31 min=-1.257812 max=1.296875 scale=0.010018 ------------------------ rms_ffn_weight layer_size=4096 l=0 min=-0.000267 max=0.218750 scale=0.000859 l=1 min=0.000063 max=0.195312 scale=0.000766 l=2 min=-0.000166 max=0.150391 scale=0.000590 l=3 min=-0.000036 max=0.184570 scale=0.000724 l=4 min=0.022583 max=0.197266 scale=0.000685 l=5 min=0.020508 max=0.213867 scale=0.000758 l=6 min=0.037598 max=0.227539 scale=0.000745 l=7 min=0.046631 max=0.243164 scale=0.000771 l=8 min=0.051758 max=0.251953 scale=0.000785 l=9 min=0.053467 max=0.253906 scale=0.000786 l=10 min=0.056641 max=0.259766 scale=0.000797 l=11 min=0.052734 max=0.263672 scale=0.000827 l=12 min=0.062500 max=0.273438 scale=0.000827 l=13 min=0.062256 max=0.281250 scale=0.000859 l=14 min=0.058594 max=0.289062 scale=0.000904 l=15 min=0.068848 max=0.302734 scale=0.000917 l=16 min=0.065918 max=0.320312 scale=0.000998 l=17 min=0.051514 max=0.339844 scale=0.001131 l=18 min=0.059082 max=0.355469 scale=0.001162 l=19 min=0.064941 max=0.367188 scale=0.001185 l=20 min=0.051514 max=0.380859 scale=0.001292 l=21 min=0.049805 max=0.392578 scale=0.001344 l=22 min=0.046875 max=0.402344 scale=0.001394 l=23 min=0.051514 max=0.414062 scale=0.001422 l=24 min=0.050049 max=0.429688 scale=0.001489 l=25 min=0.065918 max=0.443359 scale=0.001480 l=26 min=0.050049 max=0.455078 scale=0.001588 l=27 min=0.046387 max=0.470703 scale=0.001664 l=28 min=0.061279 max=0.492188 scale=0.001690 l=29 min=0.059326 max=0.554688 scale=0.001943 l=30 min=0.087891 max=0.609375 scale=0.002045 l=31 min=0.112793 max=0.675781 scale=0.002208 ------------------------ w1 layer_size=45088768 l=0 min=-0.882812 max=0.718750 scale=0.006281 l=1 min=-1.085938 max=0.964844 scale=0.008042 l=2 min=-0.523438 max=0.414062 scale=0.003676 l=3 min=-0.445312 max=0.570312 scale=0.003983 l=4 min=-0.515625 max=0.445312 scale=0.003768 l=5 min=-0.439453 max=0.332031 scale=0.003025 l=6 min=-0.367188 max=0.414062 scale=0.003064 l=7 min=-0.449219 max=0.421875 scale=0.003416 l=8 min=-0.386719 max=0.314453 scale=0.002750 l=9 min=-0.355469 max=0.373047 scale=0.002857 l=10 min=-0.523438 max=0.369141 scale=0.003500 l=11 min=-0.400391 max=0.310547 scale=0.002788 l=12 min=-0.335938 max=0.353516 scale=0.002704 l=13 min=-0.314453 max=0.365234 scale=0.002665 l=14 min=-0.316406 max=0.339844 scale=0.002574 l=15 min=-0.306641 max=0.427734 scale=0.002880 l=16 min=-0.468750 max=0.367188 scale=0.003278 l=17 min=-0.402344 max=0.341797 scale=0.002918 l=18 min=-0.357422 max=0.367188 scale=0.002842 l=19 min=-0.386719 max=0.349609 scale=0.002888 l=20 min=-0.318359 max=0.285156 scale=0.002367 l=21 min=-0.294922 max=0.285156 scale=0.002275 l=22 min=-0.339844 max=0.369141 scale=0.002780 l=23 min=-0.357422 max=0.412109 scale=0.003018 l=24 min=-0.343750 max=0.300781 scale=0.002528 l=25 min=-0.550781 max=0.449219 scale=0.003922 l=26 min=-0.408203 max=0.298828 scale=0.002773 l=27 min=-0.632812 max=0.298828 scale=0.003653 l=28 min=-0.388672 max=0.283203 scale=0.002635 l=29 min=-0.375000 max=0.460938 scale=0.003278 l=30 min=-0.789062 max=0.703125 scale=0.005852 l=31 min=-0.375000 max=0.306641 scale=0.002673 ------------------------ w2 layer_size=45088768 l=0 min=-0.507812 max=0.523438 scale=0.004044 l=1 min=-1.414062 max=1.546875 scale=0.011612 l=2 min=-0.664062 max=0.890625 scale=0.006097 l=3 min=-0.660156 max=0.675781 scale=0.005239 l=4 min=-0.964844 max=0.800781 scale=0.006924 l=5 min=-0.726562 max=0.554688 scale=0.005025 l=6 min=-0.914062 max=0.718750 scale=0.006403 l=7 min=-0.937500 max=0.703125 scale=0.006434 l=8 min=-0.792969 max=0.753906 scale=0.006066 l=9 min=-0.660156 max=0.632812 scale=0.005070 l=10 min=-0.738281 max=1.015625 scale=0.006878 l=11 min=-0.757812 max=0.636719 scale=0.005469 l=12 min=-0.585938 max=0.644531 scale=0.004825 l=13 min=-0.609375 max=1.062500 scale=0.006556 l=14 min=-0.570312 max=0.656250 scale=0.004810 l=15 min=-1.054688 max=0.625000 scale=0.006587 l=16 min=-0.765625 max=0.472656 scale=0.004856 l=17 min=-1.132812 max=0.542969 scale=0.006572 l=18 min=-1.093750 max=0.648438 scale=0.006832 l=19 min=-0.957031 max=0.675781 scale=0.006403 l=20 min=-0.550781 max=1.093750 scale=0.006449 l=21 min=-0.707031 max=0.730469 scale=0.005637 l=22 min=-0.388672 max=0.324219 scale=0.002796 l=23 min=-0.597656 max=1.304688 scale=0.007460 l=24 min=-0.656250 max=0.718750 scale=0.005392 l=25 min=-1.015625 max=0.314453 scale=0.005216 l=26 min=-0.392578 max=0.574219 scale=0.003791 l=27 min=-0.757812 max=0.498047 scale=0.004925 l=28 min=-0.992188 max=0.562500 scale=0.006097 l=29 min=-0.976562 max=0.492188 scale=0.005760 l=30 min=-1.296875 max=1.039062 scale=0.009161 l=31 min=-1.390625 max=1.765625 scale=0.012377 ------------------------ w3 layer_size=45088768 l=0 min=-0.337891 max=0.310547 scale=0.002543 l=1 min=-0.400391 max=0.289062 scale=0.002704 l=2 min=-0.310547 max=0.453125 scale=0.002995 l=3 min=-0.447266 max=0.498047 scale=0.003707 l=4 min=-0.472656 max=0.351562 scale=0.003232 l=5 min=-0.484375 max=0.417969 scale=0.003539 l=6 min=-0.333984 max=0.562500 scale=0.003516 l=7 min=-0.333984 max=0.351562 scale=0.002688 l=8 min=-0.433594 max=0.644531 scale=0.004228 l=9 min=-0.376953 max=0.605469 scale=0.003853 l=10 min=-0.388672 max=0.233398 scale=0.002439 l=11 min=-0.419922 max=0.414062 scale=0.003271 l=12 min=-0.238281 max=0.242188 scale=0.001884 l=13 min=-0.427734 max=0.412109 scale=0.003294 l=14 min=-0.218750 max=0.470703 scale=0.002704 l=15 min=-0.300781 max=0.435547 scale=0.002888 l=16 min=-0.457031 max=0.361328 scale=0.003209 l=17 min=-0.271484 max=0.335938 scale=0.002382 l=18 min=-0.167969 max=0.324219 scale=0.001930 l=19 min=-0.566406 max=0.482422 scale=0.004113 l=20 min=-0.312500 max=0.304688 scale=0.002420 l=21 min=-0.229492 max=0.196289 scale=0.001670 l=22 min=-0.170898 max=0.269531 scale=0.001727 l=23 min=-0.296875 max=0.224609 scale=0.002045 l=24 min=-0.194336 max=0.196289 scale=0.001532 l=25 min=-0.240234 max=0.251953 scale=0.001930 l=26 min=-0.363281 max=0.257812 scale=0.002436 l=27 min=-0.335938 max=0.219727 scale=0.002179 l=28 min=-0.367188 max=0.273438 scale=0.002512 l=29 min=-0.503906 max=0.542969 scale=0.004105 l=30 min=-0.769531 max=0.707031 scale=0.005790 l=31 min=-0.753906 max=0.574219 scale=0.005208 ------------------------ rms_final_weight layer_size=4096 l=0 min=0.003387 max=2.843750 scale=0.011139 model converted and saved to data.bin