IQ.Pilot Release Commit @ bec7652

artifacts/package_sources/tinygrad/docs/tensor/creation.md

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+## Creation (basic)
+
+::: tinygrad.Tensor.empty
+::: tinygrad.Tensor.zeros
+::: tinygrad.Tensor.ones
+::: tinygrad.Tensor.full
+::: tinygrad.Tensor.arange
+::: tinygrad.Tensor.linspace
+::: tinygrad.Tensor.eye
+::: tinygrad.Tensor.full_like
+::: tinygrad.Tensor.zeros_like
+::: tinygrad.Tensor.ones_like
+
+## Creation (external)
+
+::: tinygrad.Tensor.from_blob
+::: tinygrad.Tensor.from_url
+
+## Creation (random)
+
+::: tinygrad.Tensor.manual_seed
+::: tinygrad.Tensor.rand
+::: tinygrad.Tensor.rand_like
+::: tinygrad.Tensor.randn
+::: tinygrad.Tensor.randn_like
+::: tinygrad.Tensor.randint
+::: tinygrad.Tensor.randperm
+::: tinygrad.Tensor.normal
+::: tinygrad.Tensor.uniform
+::: tinygrad.Tensor.scaled_uniform
+::: tinygrad.Tensor.glorot_uniform
+::: tinygrad.Tensor.kaiming_uniform
+::: tinygrad.Tensor.kaiming_normal

artifacts/package_sources/tinygrad/docs/tensor/elementwise.md

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+Elementwise ops operate on a per element basis. They don't change the shape of the tensor.
+
+## Unary Ops (math)
+
+::: tinygrad.Tensor.logical_not
+::: tinygrad.Tensor.neg
+::: tinygrad.Tensor.log
+::: tinygrad.Tensor.log2
+::: tinygrad.Tensor.log10
+::: tinygrad.Tensor.exp
+::: tinygrad.Tensor.exp2
+::: tinygrad.Tensor.sqrt
+::: tinygrad.Tensor.rsqrt
+::: tinygrad.Tensor.sin
+::: tinygrad.Tensor.cos
+::: tinygrad.Tensor.tan
+::: tinygrad.Tensor.asin
+::: tinygrad.Tensor.acos
+::: tinygrad.Tensor.atan
+::: tinygrad.Tensor.trunc
+::: tinygrad.Tensor.ceil
+::: tinygrad.Tensor.floor
+::: tinygrad.Tensor.round
+::: tinygrad.Tensor.isinf
+::: tinygrad.Tensor.isnan
+::: tinygrad.Tensor.isfinite
+::: tinygrad.Tensor.lerp
+::: tinygrad.Tensor.square
+::: tinygrad.Tensor.clamp
+::: tinygrad.Tensor.clip
+::: tinygrad.Tensor.sign
+::: tinygrad.Tensor.abs
+::: tinygrad.Tensor.reciprocal
+
+## Unary Ops (activation)
+
+::: tinygrad.Tensor.relu
+::: tinygrad.Tensor.sigmoid
+::: tinygrad.Tensor.logsigmoid
+::: tinygrad.Tensor.hardsigmoid
+::: tinygrad.Tensor.elu
+::: tinygrad.Tensor.celu
+::: tinygrad.Tensor.selu
+::: tinygrad.Tensor.swish
+::: tinygrad.Tensor.silu
+::: tinygrad.Tensor.relu6
+::: tinygrad.Tensor.hardswish
+::: tinygrad.Tensor.tanh
+::: tinygrad.Tensor.sinh
+::: tinygrad.Tensor.cosh
+::: tinygrad.Tensor.atanh
+::: tinygrad.Tensor.asinh
+::: tinygrad.Tensor.acosh
+::: tinygrad.Tensor.hardtanh
+::: tinygrad.Tensor.erf
+::: tinygrad.Tensor.gelu
+::: tinygrad.Tensor.quick_gelu
+::: tinygrad.Tensor.leaky_relu
+::: tinygrad.Tensor.mish
+::: tinygrad.Tensor.softplus
+::: tinygrad.Tensor.softsign
+
+## Elementwise Ops (broadcasted)
+
+::: tinygrad.Tensor.add
+::: tinygrad.Tensor.sub
+::: tinygrad.Tensor.mul
+::: tinygrad.Tensor.div
+::: tinygrad.Tensor.mod
+::: tinygrad.Tensor.fmod
+::: tinygrad.Tensor.bitwise_xor
+::: tinygrad.Tensor.bitwise_and
+::: tinygrad.Tensor.bitwise_or
+::: tinygrad.Tensor.bitwise_not
+::: tinygrad.Tensor.lshift
+::: tinygrad.Tensor.rshift
+::: tinygrad.Tensor.pow
+::: tinygrad.Tensor.maximum
+::: tinygrad.Tensor.minimum
+::: tinygrad.Tensor.where
+::: tinygrad.Tensor.copysign
+::: tinygrad.Tensor.logaddexp
+
+## Casting Ops
+
+::: tinygrad.Tensor.cast
+::: tinygrad.Tensor.bitcast
+::: tinygrad.Tensor.float
+::: tinygrad.Tensor.half
+::: tinygrad.Tensor.int
+::: tinygrad.Tensor.bool
+::: tinygrad.Tensor.bfloat16
+::: tinygrad.Tensor.double
+::: tinygrad.Tensor.long
+::: tinygrad.Tensor.short

artifacts/package_sources/tinygrad/docs/tensor/index.md

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+# Tensor
+
+::: tinygrad.Tensor
+    options:
+        heading_level: 2
+        members: false
+        show_source: false

artifacts/package_sources/tinygrad/docs/tensor/movement.md

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+## Movement (low level)
+
+::: tinygrad.Tensor.view
+::: tinygrad.Tensor.reshape
+::: tinygrad.Tensor.expand
+::: tinygrad.Tensor.permute
+::: tinygrad.Tensor.flip
+::: tinygrad.Tensor.shrink
+::: tinygrad.Tensor.pad
+
+## Movement (high level)
+
+::: tinygrad.Tensor.__getitem__
+::: tinygrad.Tensor.gather
+::: tinygrad.Tensor.cat
+::: tinygrad.Tensor.stack
+::: tinygrad.Tensor.repeat
+::: tinygrad.Tensor.repeat_interleave
+::: tinygrad.Tensor.split
+::: tinygrad.Tensor.chunk
+::: tinygrad.Tensor.unfold
+::: tinygrad.Tensor.meshgrid
+::: tinygrad.Tensor.squeeze
+::: tinygrad.Tensor.unsqueeze
+::: tinygrad.Tensor.T
+::: tinygrad.Tensor.transpose
+::: tinygrad.Tensor.flatten
+::: tinygrad.Tensor.unflatten
+::: tinygrad.Tensor.diag
+::: tinygrad.Tensor.diagonal
+::: tinygrad.Tensor.roll
+::: tinygrad.Tensor.rearrange

artifacts/package_sources/tinygrad/docs/tensor/ops.md

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+## Reduce
+
+::: tinygrad.Tensor.sum
+::: tinygrad.Tensor.prod
+::: tinygrad.Tensor.max
+::: tinygrad.Tensor.min
+::: tinygrad.Tensor.any
+::: tinygrad.Tensor.all
+::: tinygrad.Tensor.isclose
+::: tinygrad.Tensor.allclose
+::: tinygrad.Tensor.mean
+::: tinygrad.Tensor.var
+::: tinygrad.Tensor.var_mean
+::: tinygrad.Tensor.std
+::: tinygrad.Tensor.std_mean
+::: tinygrad.Tensor.softmax
+::: tinygrad.Tensor.log_softmax
+::: tinygrad.Tensor.logsumexp
+::: tinygrad.Tensor.logcumsumexp
+::: tinygrad.Tensor.argmax
+::: tinygrad.Tensor.argmin
+
+## Processing
+
+::: tinygrad.Tensor.avg_pool2d
+::: tinygrad.Tensor.max_pool2d
+::: tinygrad.Tensor.max_unpool2d
+::: tinygrad.Tensor.conv2d
+::: tinygrad.Tensor.conv_transpose2d
+::: tinygrad.Tensor.dot
+::: tinygrad.Tensor.matmul
+::: tinygrad.Tensor.einsum
+::: tinygrad.Tensor.cumsum
+::: tinygrad.Tensor.cumprod
+::: tinygrad.Tensor.cummax
+::: tinygrad.Tensor.cummin
+::: tinygrad.Tensor.triu
+::: tinygrad.Tensor.tril
+::: tinygrad.Tensor.interpolate
+::: tinygrad.Tensor.scatter
+::: tinygrad.Tensor.scatter_reduce
+::: tinygrad.Tensor.masked_select
+::: tinygrad.Tensor.masked_fill
+::: tinygrad.Tensor.nonzero
+::: tinygrad.Tensor.sort
+::: tinygrad.Tensor.argsort
+::: tinygrad.Tensor.topk
+::: tinygrad.Tensor.multinomial
+
+## Neural Network (functional)
+
+::: tinygrad.Tensor.linear
+::: tinygrad.Tensor.sequential
+::: tinygrad.Tensor.layernorm
+::: tinygrad.Tensor.batchnorm
+::: tinygrad.Tensor.dropout
+::: tinygrad.Tensor.one_hot
+::: tinygrad.Tensor.scaled_dot_product_attention
+::: tinygrad.Tensor.binary_crossentropy
+::: tinygrad.Tensor.binary_crossentropy_logits
+::: tinygrad.Tensor.sparse_categorical_crossentropy
+::: tinygrad.Tensor.cross_entropy
+::: tinygrad.Tensor.nll_loss
+
+## Linear Algebra
+
+::: tinygrad.Tensor.qr
+::: tinygrad.Tensor.svd

artifacts/package_sources/tinygrad/docs/tensor/properties.md

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+## Basic
+
+::: tinygrad.Tensor.shape
+::: tinygrad.Tensor.dtype
+::: tinygrad.Tensor.device
+::: tinygrad.Tensor.ndim
+::: tinygrad.Tensor.numel
+::: tinygrad.Tensor.element_size
+::: tinygrad.Tensor.nbytes
+::: tinygrad.Tensor.is_floating_point
+::: tinygrad.Tensor.size
+
+## Data Access
+
+::: tinygrad.Tensor.data
+::: tinygrad.Tensor.item
+::: tinygrad.Tensor.tolist
+::: tinygrad.Tensor.numpy
+
+## tinygrad ops
+
+::: tinygrad.Tensor.linear_with_vars
+::: tinygrad.Tensor.schedule_linear
+::: tinygrad.Tensor.realize
+::: tinygrad.Tensor.replace
+::: tinygrad.Tensor.assign
+::: tinygrad.Tensor.detach
+::: tinygrad.Tensor.clone
+::: tinygrad.Tensor.to
+::: tinygrad.Tensor.to_
+::: tinygrad.Tensor.shard
+::: tinygrad.Tensor.shard_
+::: tinygrad.Tensor.contiguous
+::: tinygrad.Tensor.contiguous_backward
+
+## Gradient
+
+::: tinygrad.Tensor.gradient
+::: tinygrad.Tensor.backward