{ }
Computes the LSTM cell forward propagation for all the time steps.
tf.raw_ops.BlockLSTM(
seq_len_max,
x,
cs_prev,
h_prev,
w,
wci,
wcf,
wco,
b,
forget_bias=1,
cell_clip=3,
use_peephole=False,
name=None
)
This is equivalent to applying LSTMBlockCell in a loop, like so:
for x1 in unpack(x):
i1, cs1, f1, o1, ci1, co1, h1 = LSTMBlock(
x1, cs_prev, h_prev, w, wci, wcf, wco, b)
cs_prev = cs1
h_prev = h1
i.append(i1)
cs.append(cs1)
f.append(f1)
o.append(o1)
ci.append(ci1)
co.append(co1)
h.append(h1)
return pack(i), pack(cs), pack(f), pack(o), pack(ci), pack(ch), pack(h)