messages listlengths 3 3 | metadata dict |
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[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_xor_sum",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Your prior Triton 3.... | {
"provider": "openai",
"model": "gpt-5.6",
"gateway": "yunwu",
"task_id": "api_tl_make_tensor_descriptor",
"category": "kernel_write",
"gateway_model": "gpt-5.6-sol",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_maximum",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "openai",
"model": "gpt-5.6",
"gateway": "yunwu",
"task_id": "api_tl_assume",
"category": "kernel_write",
"gateway_model": "gpt-5.6-sol",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_cumsum",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_fdiv",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_fma",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_atomic_add",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_static_assert",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "openai",
"model": "gpt-5.6",
"gateway": "yunwu",
"task_id": "api_tl_log",
"category": "kernel_write",
"gateway_model": "gpt-5.6-sol",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_umulhi",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_zeros",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_num_programs",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_max_constancy",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_max",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "openai",
"model": "gpt-5.6",
"gateway": "yunwu",
"task_id": "api_tl_broadcast_to",
"category": "kernel_write",
"gateway_model": "gpt-5.6-sol",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "openai",
"model": "gpt-5.6",
"gateway": "yunwu",
"task_id": "api_tl_div_rn",
"category": "kernel_write",
"gateway_model": "gpt-5.6-sol",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Your prior Triton 3.... | {
"provider": "openai",
"model": "gpt-5.6",
"gateway": "yunwu",
"task_id": "api_tl_device_assert",
"category": "kernel_write",
"gateway_model": "gpt-5.6-sol",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Your prior Triton 3.... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_argmin",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_dot_scaled",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "openai",
"model": "gpt-5.6",
"gateway": "yunwu",
"task_id": "api_tl_atomic_min",
"category": "kernel_write",
"gateway_model": "gpt-5.6-sol",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_erf",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Your prior Triton 3.... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_argmax",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_split",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_cos",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_randint",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_reshape",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "openai",
"model": "gpt-5.6",
"gateway": "yunwu",
"task_id": "api_tl_ravel",
"category": "kernel_write",
"gateway_model": "gpt-5.6-sol",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_sigmoid",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
[
{
"role": "system",
"content": "You are a Triton 3.7.1 GPU kernel expert for Hopper SM90. Write complete runnable Python with @triton.jit, launcher, and torch.allclose test. Always end with print(\"SPARKPROOF_TRITON_PASS\") after tests pass."
},
{
"role": "user",
"content": "Write a complete Tri... | {
"provider": "anthropic",
"model": "claude-fable-5",
"gateway": "yunwu",
"task_id": "api_tl_static_range",
"category": "kernel_write",
"gateway_model": "claude-fable-5",
"validation_score": null
} |
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