Oups

[picoclvr.git] / stack.py

diff --git a/stack.py b/stack.py
index d3be4f8..543f04e 100755 (executable)
--- a/stack.py
+++ b/stack.py
@@ -13,53 +13,95 @@ import torch, torchvision
 # CODE_VAL=val + 2 * nb_stacks
 
 
-def generate(nb, seq_len, nb_stacks, nb_values):
-    stack = torch.empty(nb, nb_stacks, seq_len, dtype=torch.int64)
-    stack_pointers = torch.zeros(nb, nb_stacks, dtype=torch.int64)
+def generate_sequences(
+    nb, nb_steps, nb_stacks, nb_digits, values=None, device=torch.device("cpu")
+):
+    stack = torch.empty(nb, nb_stacks, nb_steps, dtype=torch.int64)
+    stack_counts = torch.zeros(nb, nb_stacks, dtype=torch.int64)
     k = torch.arange(nb)
-    result = torch.empty(nb, 2 * seq_len, dtype=torch.int64)
+    result = torch.empty(nb, (1 + nb_digits) * nb_steps, dtype=torch.int64)
+    recorded_stack_counts = torch.zeros(
+        nb, (1 + nb_digits) * nb_steps, dtype=torch.int64
+    )
 
-    for t in range(seq_len):
+    for t in range(nb_steps):
         op = torch.randint(2, (nb,))
         st = torch.randint(nb_stacks, (nb,))
-        op = op * (stack_pointers[k, st] > 0)
-        val_push = torch.randint(nb_values, (nb,))
-        # top_val[n,s]=stack[n,stack_pointers[n,s]]
-        top_values = stack[
+        op = op * (stack_counts[k, st] > 0)
+        if values is None:
+            val_push = torch.randint(10**nb_digits, (nb,))
+        else:
+            val_push = values[torch.randint(values.size(0), (nb,))]
+        val_pop = stack[
             k,
             st,
-            (stack_pointers[k, st] - 1).clamp(min=0),
+            (stack_counts[k, st] - 1).clamp(min=0),
         ]
-        stack[
-            k[:, None].expand_as(stack_pointers),
-            st[:, None].expand_as(stack_pointers),
-            stack_pointers,
-        ] = val_push[:, None].expand_as(stack_pointers)
-        stack_pointers[k[op == 0], st[op == 0]] += 1
-        stack_pointers[k[op == 1], st[op == 1]] -= 1
-        result[:, 2 * t] = st * 2 + op
-        result[:, 2 * t + 1] = (op * top_values + (1 - op) * val_push) + 2 * nb_stacks
+        stack[k, st, stack_counts[k, st]] = val_push
+        recorded_stack_counts[:, (1 + nb_digits) * t] = stack_counts[k, st]
+        stack_counts[k[op == 0], st[op == 0]] += 1
+        stack_counts[k[op == 1], st[op == 1]] -= 1
+        result[:, (1 + nb_digits) * t] = st * 2 + op
+        for d in range(nb_digits):
+            result[:, (1 + nb_digits) * t + 1 + d] = (
+                (op * val_pop + (1 - op) * val_push) // (10**d)
+            ) % 10 + 2 * nb_stacks
 
-    return result
+    return result.to(device), recorded_stack_counts.to(device)
 
 
-def seq_to_str(seq):
-    assert seq.size(0) % 2 == 0
+def remove_popped_values(seq, nb_stacks, nb_digits):
+    m = torch.logical_and(seq % 2 == 1, seq < 2 * nb_stacks).long()
+    for d in range(nb_digits):
+        k = d + 1
+        seq[:, k:] = -m[:, :-k] + (1 - m[:, :-k]) * seq[:, k:]
+
+
+def seq_to_str(seq, nb_stacks, nb_digits, recorded_stack_counts=None):
+    assert seq.size(0) % (1 + nb_digits) == 0
     s = ""
-    for t in range(0, seq.size(0), 2):
-        op = seq[t]
-        op = f"POP_{op//2}" if op % 2 == 1 else f"PUSH_{op//2}"
-        val = seq[t + 1] - 2 * nb_stacks
+    for t in range(seq.size(0) // (1 + nb_digits)):
+        n_op = seq[(1 + nb_digits) * t]
         if t > 0:
             s += " "
-        s += f"{op} {val}"
+        if recorded_stack_counts is not None:
+            s += f"[{recorded_stack_counts[(1 + nb_digits)*t]}] "
+        s += f"POP" if n_op % 2 == 1 else f"PSH"
+        if nb_stacks > 1:
+            s += f"_{n_op//2}"
+        for d in range(nb_digits):
+            if seq[(1 + nb_digits) * t + 1 + d] == -1:
+                s += " ?"
+            else:
+                s += f" {seq[(1 + nb_digits) * t + 1 + d] - 2 * nb_stacks:1d}"
     return s
 
 
 ######################################################################
 
 if __name__ == "__main__":
-    nb, seq_len, nb_stacks, nb_values = 3, 10, 1, 5
-    result = generate(nb=nb, seq_len=seq_len, nb_stacks=nb_stacks, nb_values=nb_values)
-    for n in range(result.size(0)):
-        print(seq_to_str(result[n]))
+    nb, nb_steps, nb_stacks, nb_digits = 150000, 20, 2, 1
+    seq, recorded_stack_counts = generate_sequences(
+        nb=nb,
+        nb_steps=nb_steps,
+        nb_stacks=nb_stacks,
+        nb_digits=nb_digits,
+    )
+
+    for n in range(min(10, seq.size(0))):
+        print(
+            seq_to_str(
+                seq[n],
+                nb_stacks=nb_stacks,
+                nb_digits=nb_digits,
+                recorded_stack_counts=recorded_stack_counts[n],
+            )
+        )
+        # print(seq_to_str(seq[n], nb_stacks=nb_stacks, nb_digits=nb_digits))
+
+    print("-- PREPARED FOR TEST -----------------")
+
+    remove_popped_values(seq, nb_stacks, nb_digits)
+
+    for n in range(min(10, seq.size(0))):
+        print(seq_to_str(seq[n], nb_stacks=nb_stacks, nb_digits=nb_digits))